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Weener HJ, van Haaps TF, van Helden RWJ, Albers HJ, Haverkate R, Middelkamp HHT, Ridderikhof ML, van Mens TE, van den Berg A, Mummery CL, Orlova VV, Middeldorp S, van Es N, van der Meer AD. Blood-perfused Vessels-on-Chips stimulated with patient plasma recapitulate endothelial activation and microthrombosis in COVID-19. LAB ON A CHIP 2025; 25:1787-1800. [PMID: 40034052 PMCID: PMC11877278 DOI: 10.1039/d4lc00848k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Accepted: 02/21/2025] [Indexed: 03/05/2025]
Abstract
A subset of coronavirus disease 2019 (COVID-19) patients develops severe symptoms, characterized by acute lung injury, endothelial dysfunction and microthrombosis. Viral infection and immune cell activation contribute to this phenotype. It is known that systemic inflammation, evidenced by circulating inflammatory factors in patient plasma, is also likely to be involved in the pathophysiology of severe COVID-19. Here, we evaluate whether systemic inflammatory factors can induce endothelial dysfunction and subsequent thromboinflammation. We use a microfluidic Vessel-on-Chip model lined by human induced pluripotent stem cell-derived endothelial cells (hiPSC-ECs), stimulate it with plasma from hospitalized COVID-19 patients and perfuse it with human whole blood. COVID-19 plasma exhibited elevated levels of inflammatory cytokines compared to plasma from healthy controls. Incubation of hiPSC-ECs with COVID-19 plasma showed an activated endothelial phenotype, characterized by upregulation of inflammatory markers and transcriptomic patterns of host defense against viral infection. Treatment with COVID-19 plasma induced increased platelet aggregation in the Vessel-on-Chip, which was associated partially with formation of neutrophil extracellular traps (NETosis). Our study demonstrates that factors in the plasma play a causative role in thromboinflammation in the context of COVID-19. The presented Vessel-on-Chip can enable future studies on diagnosis, prevention and treatment of severe COVID-19.
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Affiliation(s)
- Huub J Weener
- Department of Bioengineering Technologies, University of Twente, Enschede, The Netherlands.
| | - Thijs F van Haaps
- Department of Vascular Medicine, Amsterdam University Medical Center location University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Pulmonary Hypertension & Thrombosis, Amsterdam, The Netherlands
| | - Ruben W J van Helden
- Department of Anatomy and Embryology, Leiden University Medical Center, Leiden, The Netherlands
| | - Hugo J Albers
- BIOS Lab-on-a-Chip Group, University of Twente, Enschede, The Netherlands
| | - Rozemarijn Haverkate
- Department of Bioengineering Technologies, University of Twente, Enschede, The Netherlands.
| | | | - Milan L Ridderikhof
- Department of Emergency Medicine, Amsterdam University Medical Center, Location AMC, Amsterdam, The Netherlands
| | - Thijs E van Mens
- Department of Medicine-Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Christine L Mummery
- Department of Bioengineering Technologies, University of Twente, Enschede, The Netherlands.
- Department of Anatomy and Embryology, Leiden University Medical Center, Leiden, The Netherlands
| | - Valeria V Orlova
- Department of Anatomy and Embryology, Leiden University Medical Center, Leiden, The Netherlands
| | - Saskia Middeldorp
- Department of Internal Medicine, Radboud university medical center, Nijmegen, The Netherlands
| | - Nick van Es
- Department of Vascular Medicine, Amsterdam University Medical Center location University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Pulmonary Hypertension & Thrombosis, Amsterdam, The Netherlands
| | - Andries D van der Meer
- Department of Bioengineering Technologies, University of Twente, Enschede, The Netherlands.
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Jo DU, Kim Y, Ko H, Hong S, Lim W, Lim TG. Chrysanthemum Zawadskii Var. and Platycodon Grandifloras Extract Mixture Protects Against Lipopolysaccharide-Induced Pulmonary Inflammation and Cyclophosphamide-Induced Immune Deficiency: In Vivo Evidence. J Med Food 2025; 28:256-265. [PMID: 39761001 DOI: 10.1089/jmf.2024.k.0245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2025] Open
Abstract
Respiratory tract diseases (RTDs) cause airflow limitations and impaired respiratory function, primarily due to pulmonary inflammation and immune dysfunction. Chrysanthemum zawadskii var. latilobum Kitamur and Platycodon grandifloras (CP) are traditional herbs known for their anti-inflammatory and immune-enhancing properties. This study investigates the anti-inflammatory and immune-enhancing effects of a combined extract of CP in vivo. CP was prepared by mixing equal volumes of Chrysanthemum zawadskii extract (CE) and Platycodon grandifloras extract (PE) at the same concentration. The anti-inflammatory effects of CP were evaluated using a lipopolysaccharide (LPS)-induced inflammation model in BALB/c mice. The immune-enhancing effects were assessed using a cyclophosphamide (CYP)-induced immunosuppression model. Protein and mRNA expressions of inflammatory and immune markers were analyzed through Western blotting and quantitative real-time PCR. CP significantly reduced LPS-induced pulmonary inflammation by decreasing interleukin (IL)-1β and cyclooxygenase-2 expression in lung tissues. In the CYP-induced model, CP treatment restored spleen and thymus weights, reversed reductions in immune cell counts, and increased TNF-α and IL-2 mRNA expression in the spleen. In conclusion, CP inhibits pulmonary inflammation by suppressing inflammatory mediators and enhances immune function by increasing immune-related indicators. This suggests that CP may have potential therapeutic applications for treating respiratory inflammation and related diseases.
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Affiliation(s)
- Dong-Uk Jo
- Department of Food Science & Biotechnology, Sejong University, Seoul, Republic of Korea
| | - Yongeun Kim
- Division of Functional Food Research, Korea Food Research Institute, Wanju-gun, Republic of Korea
- Division of Nutritional Sciences, Cornell University, Ithaca, New York, USA
| | - Heejin Ko
- Department of Food Science & Biotechnology, Sejong University, Seoul, Republic of Korea
| | - Sujung Hong
- Department of Food Science & Biotechnology, Sejong University, Seoul, Republic of Korea
| | - Wonchul Lim
- Department of Food Science & Biotechnology, and Carbohydrate Bioproduct Research Center, Sejong University, Seoul, Republic of Korea
| | - Tae-Gyu Lim
- Department of Food Science & Biotechnology, Sejong University, Seoul, Republic of Korea
- Department of Food Science & Biotechnology, and Carbohydrate Bioproduct Research Center, Sejong University, Seoul, Republic of Korea
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3
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Lin X, Xu E, Zhang T, Zhu Q, Liu Y, Tian Q. Cytokine-based nomogram for discriminating viral pneumonia from Mycoplasma pneumoniae pneumonia in children. Diagn Microbiol Infect Dis 2025; 111:116611. [PMID: 39577102 DOI: 10.1016/j.diagmicrobio.2024.116611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 11/13/2024] [Accepted: 11/14/2024] [Indexed: 11/24/2024]
Abstract
For children with pneumonia, differential diagnosis between viral infection and Mycoplasma pneumoniae (MP) infection is difficult. We retrospectively enrolled 336 hospitalized children who were diagnosed with community-acquired pneumonia and whose infection was exclusively viral or MP. We analyzed hematological indicators, biochemical markers, and cytokines. Least absolute shrinkage and selection operator (LASSO) regression analysis and logistic regression analysis were performed to identify and validate the factors that predicted the pathogenic diagnosis. The final predictive model incorporated four factors: tumor necrosis factor-α/interleukin (IL)-10, age, IL-8 and procalcitonin. This predictive model was visualized with a nomogram and had good performance. Using logistic regression analysis, the C-index of this predictive model was 0.878. Using receiver operating characteristic plot, the area under the curve was 0.8785. We established a model with a nomogram to discriminate viral infection from MP infection in hospitalized children with community-acquired pneumonia.
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Affiliation(s)
- Xiaoliang Lin
- Department of Respiratory Medicine, Xiamen Children's Hospital (Children's Hospital of Fudan University at Xiamen), No. 92-98 Yibin Road, 361006, Xiamen, China.
| | - Enhui Xu
- Department of Respiratory Medicine, Xiamen Children's Hospital (Children's Hospital of Fudan University at Xiamen), No. 92-98 Yibin Road, 361006, Xiamen, China
| | - Tan Zhang
- Department of Respiratory Medicine, Xiamen Children's Hospital (Children's Hospital of Fudan University at Xiamen), No. 92-98 Yibin Road, 361006, Xiamen, China
| | - Qiguo Zhu
- Department of Respiratory Medicine, Xiamen Children's Hospital (Children's Hospital of Fudan University at Xiamen), No. 92-98 Yibin Road, 361006, Xiamen, China
| | - Yan Liu
- Department of Respiratory Medicine, Xiamen Children's Hospital (Children's Hospital of Fudan University at Xiamen), No. 92-98 Yibin Road, 361006, Xiamen, China
| | - Qiao Tian
- Department of Respiratory Medicine, Xiamen Children's Hospital (Children's Hospital of Fudan University at Xiamen), No. 92-98 Yibin Road, 361006, Xiamen, China
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4
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de Araújo JLF, Rossi ÁD, de Almeida JM, Alves HJ, Leitão IDC, de Ávila RE, Castiñeiras ACP, Oliveira JDS, Galliez RM, Tonini MDL, Faffe DS, Barroso SPCB, Resende GG, Gonçalves CCA, Castiñeiras TMPP, Tanuri A, Teixeira MM, Aguiar RS, Cardoso CC, de Souza RP. Genetic determinants of COVID-19 severity and mortality: ACE1 Alu 287 bp polymorphism and ACE1, ACE2, TMPRSS2 expression in hospitalized patients. PeerJ 2025; 13:e18508. [PMID: 39850833 PMCID: PMC11756369 DOI: 10.7717/peerj.18508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 10/21/2024] [Indexed: 01/25/2025] Open
Abstract
Background The angiotensin-converting enzyme 2 (ACE2) and the transmembrane serine protease 2 (TMPRSS2) are central human molecules in the SARS-CoV-2 virus-host interaction. Evidence indicates that ACE1 may influence ACE2 expression. This study aims to determine whether ACE1, ACE2, and TMPRSS2 mRNA expression levels, along with the ACE1 Alu 287 bp polymorphism (rs4646994), contribute to the severity and mortality of COVID-19. Methods Swabs were collected in two Brazilian cities in 2020: Belo Horizonte (n = 134) and Rio de Janeiro (n = 41). A swab of mild patients in Rio de Janeiro who were not hospitalized (n = 172) was also collected. All analyzed biological material was obtained from residual diagnostic samples in 2020, prior to the emergence of SARS-CoV-2 variants of concern. ACE1, ACE2, TMPRSS2, and B2M (reference gene) expression levels were evaluated in 40 cycles of quantitative PCR. ACE1 Alu 287 bp polymorphism was genotyped using the FastStart Universal SYBR Green Master kit. Results The median age differed between clinical sites (p = 0.016), but no difference in median days of hospitalization was observed (p = 0.329). Age was associated with severity (p = 0.014) and mortality (p = 0.014) in the Belo Horizonte cohort. No alteration in ACE1, ACE2 and TMPRSS2 expression was associated with severity or mortality. ACE1 polymorphism rs4646994 did not influence the likelihood of either outcome. A meta-analysis including available data from the literature showed significant effects: the D-allele conferred risk (OR = 1.39; 95% CI [1.12-1.72]).
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Affiliation(s)
- João Locke Ferreira de Araújo
- Departamento de genética, ecologia e evolução, Laboratório de biologia integrativa, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Departamento de biorregulação, Laboratório de imunofarmacologia e biologia molecular, Universidade Federal da Bahia, Salvador, BA, Brazil
| | - Átila Duque Rossi
- Departamento de genética, Laboratório de Virologia Molecular, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Jessica Maciel de Almeida
- Departamento de genética, Laboratório de Virologia Molecular, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Hugo José Alves
- Departamento de genética, ecologia e evolução, Laboratório de biologia integrativa, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Isabela de Carvalho Leitão
- Núcleo de Enfrentamento e Estudos de Doenças Infecciosas Emergentes e Reemergentes (NEEDIER), Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Anna Carla Pinto Castiñeiras
- Núcleo de Enfrentamento e Estudos de Doenças Infecciosas Emergentes e Reemergentes (NEEDIER), Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Jéssica da Silva Oliveira
- Marinha do Brasil, Instituto de Pesquisas Biomédicas, Hospital Naval Marcilio Dias, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Rafael Mello Galliez
- Núcleo de Enfrentamento e Estudos de Doenças Infecciosas Emergentes e Reemergentes (NEEDIER), Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Marlon Daniel Lima Tonini
- Marinha do Brasil, Instituto de Pesquisas Biomédicas, Hospital Naval Marcilio Dias, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Débora Souza Faffe
- Núcleo de Enfrentamento e Estudos de Doenças Infecciosas Emergentes e Reemergentes (NEEDIER), Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Shana Priscila Coutinho Barroso Barroso
- Marinha do Brasil, Instituto de Pesquisas Biomédicas, Hospital Naval Marcilio Dias, Rio de Janeiro, Rio de Janeiro, Brazil
- Clínica RioVet, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Gustavo Gomes Resende
- Hospital das Clínicas, (HC-UFMG/EBSERH), Belo Horizonte, MG, Brazil, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Cássia Cristina Alves Gonçalves
- Departamento de genética, Laboratório de Virologia Molecular, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
- Núcleo de Enfrentamento e Estudos de Doenças Infecciosas Emergentes e Reemergentes (NEEDIER), Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Terezinha Marta Pereira Pinto Castiñeiras
- Núcleo de Enfrentamento e Estudos de Doenças Infecciosas Emergentes e Reemergentes (NEEDIER), Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Amilcar Tanuri
- Departamento de genética, Laboratório de Virologia Molecular, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Mauro Martins Teixeira
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Renato Santana Aguiar
- Departamento de genética, ecologia e evolução, Laboratório de biologia integrativa, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Instituto D’OR de Pesquisa e Ensino, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Cynthia Chester Cardoso
- Departamento de genética, Laboratório de Virologia Molecular, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Renan Pedra de Souza
- Departamento de genética, ecologia e evolução, Laboratório de biologia integrativa, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
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5
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Sánchez‐García S, Povo‐Retana A, Marin S, Madurga S, Fariñas M, Aleixandre N, Castrillo A, de la Rosa JV, Alvarez‐Lucena C, Landauro‐Vera R, Prieto P, Cascante M, Boscá L. Immunometabolic Effect of Nitric Oxide on Human Macrophages Challenged With the SARS-CoV2-Induced Cytokine Storm. A Fluxomic Approach. Adv Healthc Mater 2025; 14:e2401688. [PMID: 39502019 PMCID: PMC11694080 DOI: 10.1002/adhm.202401688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Revised: 10/04/2024] [Indexed: 01/03/2025]
Abstract
The cytokine storm associated with SARS-CoV-2 infection is one of the most distinctive pathological signatures in COVID-19 patients. Macrophages respond to this pro-inflammatory challenge by reprogramming their functional and metabolic phenotypes. Interestingly, human macrophages fail to express the inducible form of the NO synthase (NOS2) in response to pro-inflammatory activation and, therefore, NO is not synthesized by these cells. The contribution of exogenously added NO, via a chemical NO-donor, on the immunometabolic changes associated with the cytokine storm is investigated. By using metabolic, transcriptomic, and functional assays the effect of NO in human macrophages is evaluated and found specific responses. Moreover, through integrative fluxomic analysis, pathways modified by NO that contribute to the expression of a particular phenotype in human macrophages are identified, which includes a decrease in mitochondrial respiration and TCA with a slight increase in the glycolytic flux. A significant ROS increase and preserved cell viability are observed in the presence of NO, which may ease the inflammatory response and host defense. Also, NO reverses the cytokine storm-induced itaconate accumulation. These changes offer additional clues to understanding the potential crosstalk between NO and the COVID-19 cytokine storm-dependent signaling pathways.
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Affiliation(s)
- Sergio Sánchez‐García
- Instituto de Investigaciones Biomédicas Sols‐Morreale, Consejo Superior de Investigaciones Científicas‐Universidad Autónoma de MadridArturo Duperier 4Madrid28029Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV)Av. Monforte de Lemos 3–5, P‐11Madrid28029Spain
| | - Adrián Povo‐Retana
- Instituto de Investigaciones Biomédicas Sols‐Morreale, Consejo Superior de Investigaciones Científicas‐Universidad Autónoma de MadridArturo Duperier 4Madrid28029Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV)Av. Monforte de Lemos 3–5, P‐11Madrid28029Spain
| | - Silvia Marin
- Department of Biochemistry and Molecular Biomedicine‐Institute of Biomedicine (IBUB), Faculty of BiologyUniversitat de BarcelonaBarcelona08028Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD)Av. Monforte de Lemos 3–5, P‐11Madrid28029Spain
| | - Sergio Madurga
- Department of Material Science and Physical Chemistry & Research Institute of Theoretical and Computational Chemistry (IQTCUB)University of BarcelonaBarcelona08028Spain
| | - Marco Fariñas
- Department of Biochemistry and Molecular Biomedicine‐Institute of Biomedicine (IBUB), Faculty of BiologyUniversitat de BarcelonaBarcelona08028Spain
| | - Nuria Aleixandre
- Department of Biochemistry and Molecular Biomedicine‐Institute of Biomedicine (IBUB), Faculty of BiologyUniversitat de BarcelonaBarcelona08028Spain
- Department of Material Science and Physical Chemistry & Research Institute of Theoretical and Computational Chemistry (IQTCUB)University of BarcelonaBarcelona08028Spain
| | - Antonio Castrillo
- Instituto de Investigaciones Biomédicas Sols‐Morreale, Consejo Superior de Investigaciones Científicas‐Universidad Autónoma de MadridArturo Duperier 4Madrid28029Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV)Av. Monforte de Lemos 3–5, P‐11Madrid28029Spain
- Unidad de Biomedicina (Unidad Asociada al CSIC) de la Universidad de Las Palmas de Gran CanariaLas Palmas35016Spain
- Instituto Universitario de Investigaciones Biomédicas y Sanitarias (IUIBS) de la Universidad de Las Palmas de Gran CanariaLas Palmas35016Spain
| | - Juan V. de la Rosa
- Unidad de Biomedicina (Unidad Asociada al CSIC) de la Universidad de Las Palmas de Gran CanariaLas Palmas35016Spain
- Instituto Universitario de Investigaciones Biomédicas y Sanitarias (IUIBS) de la Universidad de Las Palmas de Gran CanariaLas Palmas35016Spain
| | - Carlota Alvarez‐Lucena
- Instituto de Investigaciones Biomédicas Sols‐Morreale, Consejo Superior de Investigaciones Científicas‐Universidad Autónoma de MadridArturo Duperier 4Madrid28029Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV)Av. Monforte de Lemos 3–5, P‐11Madrid28029Spain
| | - Rodrigo Landauro‐Vera
- Instituto de Investigaciones Biomédicas Sols‐Morreale, Consejo Superior de Investigaciones Científicas‐Universidad Autónoma de MadridArturo Duperier 4Madrid28029Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV)Av. Monforte de Lemos 3–5, P‐11Madrid28029Spain
| | - Patricia Prieto
- Instituto de Investigaciones Biomédicas Sols‐Morreale, Consejo Superior de Investigaciones Científicas‐Universidad Autónoma de MadridArturo Duperier 4Madrid28029Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV)Av. Monforte de Lemos 3–5, P‐11Madrid28029Spain
- Departamento de Farmacología, Farmacognosia y BotánicaFacultad de Farmacia, Universidad Complutense de MadridMadrid28040Spain
| | - Marta Cascante
- Department of Biochemistry and Molecular Biomedicine‐Institute of Biomedicine (IBUB), Faculty of BiologyUniversitat de BarcelonaBarcelona08028Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD)Av. Monforte de Lemos 3–5, P‐11Madrid28029Spain
| | - Lisardo Boscá
- Instituto de Investigaciones Biomédicas Sols‐Morreale, Consejo Superior de Investigaciones Científicas‐Universidad Autónoma de MadridArturo Duperier 4Madrid28029Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV)Av. Monforte de Lemos 3–5, P‐11Madrid28029Spain
- Unidad de Biomedicina (Unidad Asociada al CSIC) de la Universidad de Las Palmas de Gran CanariaLas Palmas35016Spain
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Steigmann JC, Zhou X, Suttenberg LN, Salman I, Rehmathullah ZF, Weinberg JB. Effects of immunoproteasome inhibition on acute respiratory infection with murine hepatitis virus strain 1. J Virol 2024; 98:e0123824. [PMID: 39508578 PMCID: PMC11650983 DOI: 10.1128/jvi.01238-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Accepted: 10/18/2024] [Indexed: 11/15/2024] Open
Abstract
The immunoproteasome (IP) is a predominantly inducible component of the ubiquitin proteasome system that plays key roles in multiple aspects of immune function, inflammation, and protein homeostasis. We used murine hepatitis virus strain 1 (MHV-1), a mouse coronavirus, to define the role of IP activity during acute coronavirus respiratory infection. Expression of the β5i subunit of the IP and cytokines that induce IP activity, including IFN-γ, TNF-α, and IFN-β, increased in lungs and livers of CH3/HeJ mice following intranasal infection with MHV-1. IP inhibition using ONX-0914 did not affect MHV-1 replication in bone marrow-derived dendritic cells in vitro. IP inhibition in vivo exacerbated virus-induced weight loss and mortality but had no effect on virus replication in lungs or livers. IP inhibition had minimal effect on virus-induced pulmonary inflammation but led to substantially increased liver pathology, including greater upregulation of pro-inflammatory cytokines and histological evidence of inflammation and necrosis. Those findings were associated with evidence of increased endoplasmic reticulum stress although not with accumulation of ubiquitinated protein. Our results indicate that the IP is a protective host factor during acute MHV-1 infection. IMPORTANCE Inflammatory responses triggered by acute infection by respiratory viruses such as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) drive morbidity and mortality. Infection of mice with murine hepatitis virus strain 1 (MHV-1), a mouse coronavirus, is a useful model to study the pathogenesis of coronavirus respiratory infections. The immunoproteasome is an inducible component of the ubiquitin proteasome system that is poised to contribute to multiple aspects of immune function, inflammation, and protein homeostasis during an infection. We used the MHV-1 model to define the role of the immunoproteasome in coronavirus pathogenesis. We found that immunoproteasome subunit expression increases in the lungs and the liver during acute MHV-1 respiratory infection. Inhibition of immunoproteasome activity did not affect MHV-1 replication but increased MHV-1-induced weight loss, mortality, and inflammation in lungs and livers. Thus, our findings indicate that the immunoproteasome is a critical protective host factor during coronavirus respiratory infection.
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Affiliation(s)
- Jacob C. Steigmann
- Department of Pediatrics, Division of Infectious Diseases, University of Michigan, Ann Arbor, Michigan, USA
| | - Xiaofeng Zhou
- Department of Microbiology & Immunology, University of Michigan, Ann Arbor, Michigan, USA
| | - Lauren N. Suttenberg
- Department of Pediatrics, Division of Infectious Diseases, University of Michigan, Ann Arbor, Michigan, USA
| | - Irha Salman
- Department of Pediatrics, Division of Infectious Diseases, University of Michigan, Ann Arbor, Michigan, USA
| | - Zainab F. Rehmathullah
- Department of Pediatrics, Division of Infectious Diseases, University of Michigan, Ann Arbor, Michigan, USA
| | - Jason B. Weinberg
- Department of Pediatrics, Division of Infectious Diseases, University of Michigan, Ann Arbor, Michigan, USA
- Department of Microbiology & Immunology, University of Michigan, Ann Arbor, Michigan, USA
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7
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Daenen K, van Hooijdonk S, Tong-Minh K, Dik WA, van Hagen PM, Huijben JA, Gommers D, van Gorp ECM, Endeman H, Dalm VASH. Exploring lymphocyte subsets in COVID-19 patients: insights from a tertiary academic medical center with a high proportion of patients on immunosuppression. Front Immunol 2024; 15:1436637. [PMID: 39691720 PMCID: PMC11649503 DOI: 10.3389/fimmu.2024.1436637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Accepted: 11/18/2024] [Indexed: 12/19/2024] Open
Abstract
Introduction Severe COVID-19 is associated with reduced absolute lymphocyte counts, suggesting that lymphocyte subsets may serve as predictors of clinical outcomes in affected patients. Early identification of patients at risk for severe disease is crucial for optimizing care, accurately informing patients and their families, guiding therapeutic interventions, and improving patient flow in the ED. Given that immunosuppressive drugs significantly impact lymphocyte profiles, we aimed to determine the association between prior use of immunosuppressive drugs, lymphocyte subsets, and COVID-19 severity in our population with a high prevalence of immunosuppression. Methods In 2021, suspected COVID-19 patients were included in the ED. Lymphocyte subsets were determined in peripheral blood within 24 hours after presentation and comparative analyses was performed between SARS-CoV-2 negative and positive patients, mild versus severe disease and patients with and without prior immunosuppressive drug use. Mild cases were patients discharged home or admitted to a general ward, severe cases were patients with COVID-19-related mortality or necessitating ICU admission. Logistic regression analysis was performed to assess the association between lymphocyte subsets and COVID-19 severity, and between prior immunosuppressive drug use and COVID-19 severity. Results Twenty-five SARS-CoV-2 negative and 77 SARS-CoV-2 positive patients were included, whereof 57 (74%) had mild and 20 (26%) severe COVID-19. No significant differences were observed in the absolute counts of CD3+, CD4+, and CD8+ T-lymphocytes, B-lymphocytes, and NK-cells between SARS-CoV-2 negative and positive patients or between mild and severe cases. The 36 patients with prior use of immunosuppressive drugs had significantly lower CD4+ T-lymphocytes (p<0.01). Prior use of immunosuppressive drugs was not associated with COVID-19 severity (adjusted OR 1.074, 0.355-3.194). Conclusion Lymphocyte subsets were not significantly different between SARS-CoV-2 negative and positive patients and between mild versus severe cases. Neither lymphocyte subsets nor prior immunosuppressive drug use were associated with COVID-19 severity.
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Affiliation(s)
- Katrijn Daenen
- Department of Intensive Care, Erasmus University Medical Center, Rotterdam, Netherlands
- Department of Viroscience, Erasmus University Medical Center, Rotterdam, Netherlands
| | | | - Kirby Tong-Minh
- Department of Intensive Care, Erasmus University Medical Center, Rotterdam, Netherlands
- Department of Viroscience, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Willem A. Dik
- Laboratory Medical Immunology, Department of Immunology, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Petrus M. van Hagen
- Department of Immunology, Erasmus University Medical Center, Rotterdam, Netherlands
- Department of Internal Medicine, Division of Allergy & Clinical Immunology, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Jilske A. Huijben
- Department of Intensive Care, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Diederik Gommers
- Department of Intensive Care, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Eric C. M. van Gorp
- Department of Viroscience, Erasmus University Medical Center, Rotterdam, Netherlands
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Henrik Endeman
- Department of Intensive Care, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Virgil A. S. H. Dalm
- Department of Immunology, Erasmus University Medical Center, Rotterdam, Netherlands
- Department of Internal Medicine, Division of Allergy & Clinical Immunology, Erasmus University Medical Center, Rotterdam, Netherlands
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8
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Vučić M, Milenkovic J, Djindjic B, Stojiljkovic V, Stojanovic D, Djordjevic B, Milojkovic M, Velickovic S. Indicators of stress hematopoiesis in the blood predict COVID-19 progression in patients over 65 years old. Hematology 2024; 29:2311006. [PMID: 38305411 DOI: 10.1080/16078454.2024.2311006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Accepted: 01/23/2024] [Indexed: 02/03/2024] Open
Abstract
OBJECTIVES Advanced age is a well-established risk factor for severe coronavirus disease 2019 (COVID-19). Exacerbated inflammation affects multiple organs, among which hematopoiesis responds by increased output of various cells. We aimed to determine the association between COVID-19 progression and large immature cell (LIC) counts, changes in erythrocyte and platelet distribution widths (RDW, PDW) with reference to patients' age. METHODS A total of 755 patients with complete blood cell (CBC) analysis in the first 24 h of hospitalization were enrolled. Patients were divided into two groups: under and above 65 years of age. RESULTS The LIC counts were different in both groups (p < 0.003). However, only the senior patients had markedly different values of RDW and PDW (p < 0.001). The receiver operating characteristic (ROC) curve analysis provided increased LIC (AUC = 0.600), RDW (AUC = 0.609), PDW (AUC = 0.556), and platelet to LIC ratio (AUC = 0.634) as significant in discriminating outcome in the older group. Importantly, these results were not repeated in the younger patients. In the elderly, the progression was predicted with LIC cut-off at ≥ 0.305 × 109/L (OR = 3.166) and RDW over 12.15% (OR = 2.081). DISCUSSION Aging is characterized by a decline in immunological competence with a compromised control of inflammation leading to a proinflammatory state. This background together with the actions of pathogens may lead to emergency myelopoiesis. CONCLUSION Our results point to the important differences between age groups regarding CBC-related parameters of stress hematopoiesis during severe infection. Higher LIC, RDW and PDW levels were reliable in the early identification of COVID-19 progression only in the elderly.
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Affiliation(s)
- Miodrag Vučić
- Department of Internal medicine and patient care, Faculty of Medicine, University of Nis, Niš, Serbia
- Clinic of hematology, allergology and clinical immunology, University Clinical Center in Nis, Niš, Serbia
| | - Jelena Milenkovic
- Department of Pathophysiology, Faculty of Medicine, University of Nis, Niš, Serbia
| | - Boris Djindjic
- Department of Pathophysiology, Faculty of Medicine, University of Nis, Niš, Serbia
- Clinic of Cardiology, University Clinical Center of Nis, Niš, Serbia
| | - Vladana Stojiljkovic
- Department of Biochemistry, Faculty of Medicine, University of Nis, Niš, Serbia
- Medical Biochemistry Center, University Clinical Center of Nis, Niš, Serbia
| | - Dijana Stojanovic
- Department of Pathophysiology, Faculty of Medicine, University of Nis, Niš, Serbia
| | - Branka Djordjevic
- Department of Biochemistry, Faculty of Medicine, University of Nis, Niš, Serbia
| | - Maja Milojkovic
- Department of Pathophysiology, Faculty of Medicine, University of Nis, Niš, Serbia
| | - Sanja Velickovic
- Clinic of hematology, allergology and clinical immunology, University Clinical Center in Nis, Niš, Serbia
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9
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Tilikete C, Zamali I, Meddeb Z, Kharroubi G, Marzouki S, Dhaouadi T, Ben Hmid A, Samoud S, Galai Y, Charfeddine S, Abid L, Abdessalem S, Bettaieb J, Hamzaoui S, Bouslama K, Ben Ahmed M. Exploring the landscape of symptom-specific inflammatory cytokines in post-COVID syndrome patients. BMC Infect Dis 2024; 24:1337. [PMID: 39578766 PMCID: PMC11583569 DOI: 10.1186/s12879-024-10222-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 11/13/2024] [Indexed: 11/24/2024] Open
Abstract
INTRODUCTION Post-COVID syndrome (PCS) is characterized by a polymorphism of symptoms with hypothetical pathophysiological mechanisms. Here, we aimed to analyze the profile of inflammatory cytokines in patients with PCS and to study the relationship between this profile, the clinical symptoms as well as the endothelial function in PCS. METHODS Our analytical study involved all eligible patients (n = 66) with PCS included from April 2021 to December 2021. The serum concentration of cytokines IFN-γ, IL-1α, IL-1β, IL-6, IL-8, IL-10, IL-12p70, IL-27, IP-10, MCP-1 and TNF-α was quantified by flow cytometry. Endothelial function was explored by assessing microvascular flow and reactivity using thermal probes. A comparative study was carried out according to the presence of each PCS symptom. RESULTS The average age of our patients was 55.9 ± 16.2 years. The sex ratio was 0.69. Forty-one patients (62%) presented with a severe form of acute infection. The most frequently reported symptoms were dyspnea (67%), fatigue (50%), and memory problems (32%). Fifty-seven patients (86%) had endothelial dysfunction. The majority of patients had increased levels of IP-10 (100%), IL-8 (95%), IFN-γ (95%), MCP-1 (80%), and TNF-α (70%). The serum concentration of IL-10 was below the threshold of quantification in 89% of subjects. The severe form of acute infection was associated with elevated IL-10, MCP-1, and IL-27. Increased IL-6 and IL-27 levels were associated with fatigue while IL-8 concentrations were higher in patients who reported dyspnea. Elevation of IL-8 level was more common in patients with profound impairment of endothelial function. CONCLUSION Our results further support the presence of endothelial dysfunction in PCS and show an elevation of pro-inflammatory cytokines with a downmodulation of the IL-10- anti-inflammatory response. In addition, immuno-clinical phenotypes emerge, such as an inflammatory profile mediated by IL-6 and IL-27 in fatigue and IL-8 in dyspnea. The identification of immuno-clinical phenotypes would allow a better understanding of the pathophysiology of PCS symptoms.
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Affiliation(s)
- Chafik Tilikete
- Faculté de Médecine de Tunis, University Tunis El Manar, Tunis, Tunisia
| | - Imen Zamali
- Faculté de Médecine de Tunis, University Tunis El Manar, Tunis, Tunisia
- Department of Clinical Immunology, Institut Pasteur de Tunis, Tunis, Tunisia
- Laboratory of Transmission, Control and immunobiology of Infections (LR16IPT02), Institut Pasteur de Tunis, Tunis, Tunisia
| | - Zeineb Meddeb
- Faculté de Médecine de Tunis, University Tunis El Manar, Tunis, Tunisia
- Department of Internal Medicine, Mongi Slim La Marsa Hospital, Tunis, Tunisia
| | - Ghassen Kharroubi
- Faculté de Médecine de Tunis, University Tunis El Manar, Tunis, Tunisia
- Laboratory of Transmission, Control and immunobiology of Infections (LR16IPT02), Institut Pasteur de Tunis, Tunis, Tunisia
- Department of Medical Epidemiology, Institut Pasteur de Tunis, Tunis, Tunisia
| | - Soumaya Marzouki
- Department of Clinical Immunology, Institut Pasteur de Tunis, Tunis, Tunisia
| | - Tarak Dhaouadi
- Faculté de Médecine de Tunis, University Tunis El Manar, Tunis, Tunisia
- Department of Immunology, Charles Nicolle Hospital, Tunis, Tunisia
| | - Ahlem Ben Hmid
- Faculté de Médecine de Tunis, University Tunis El Manar, Tunis, Tunisia
- Department of Clinical Immunology, Institut Pasteur de Tunis, Tunis, Tunisia
- Laboratory of Transmission, Control and immunobiology of Infections (LR16IPT02), Institut Pasteur de Tunis, Tunis, Tunisia
| | - Samar Samoud
- Department of Clinical Immunology, Institut Pasteur de Tunis, Tunis, Tunisia
- Laboratory of Transmission, Control and immunobiology of Infections (LR16IPT02), Institut Pasteur de Tunis, Tunis, Tunisia
| | - Yousr Galai
- Department of Clinical Immunology, Institut Pasteur de Tunis, Tunis, Tunisia
| | - Selma Charfeddine
- Department of Cardiology, Hedi Chaker University Hospital Sfax, Sfax, Tunisia
- Faculté de Médecine de Sfax, University of Sfax, Sfax, Tunisia
| | - Leila Abid
- Department of Cardiology, Hedi Chaker University Hospital Sfax, Sfax, Tunisia
- Faculté de Médecine de Sfax, University of Sfax, Sfax, Tunisia
| | | | - Jihène Bettaieb
- Department of Clinical Immunology, Institut Pasteur de Tunis, Tunis, Tunisia
- Laboratory of Transmission, Control and immunobiology of Infections (LR16IPT02), Institut Pasteur de Tunis, Tunis, Tunisia
- Department of Medical Epidemiology, Institut Pasteur de Tunis, Tunis, Tunisia
| | - Saloua Hamzaoui
- Faculté de Médecine de Tunis, University Tunis El Manar, Tunis, Tunisia
- Department of Internal Medicine, Mongi Slim La Marsa Hospital, Tunis, Tunisia
| | - Kamel Bouslama
- Faculté de Médecine de Tunis, University Tunis El Manar, Tunis, Tunisia
- Department of Internal Medicine, Mongi Slim La Marsa Hospital, Tunis, Tunisia
| | - Mélika Ben Ahmed
- Faculté de Médecine de Tunis, University Tunis El Manar, Tunis, Tunisia.
- Department of Clinical Immunology, Institut Pasteur de Tunis, Tunis, Tunisia.
- Laboratory of Transmission, Control and immunobiology of Infections (LR16IPT02), Institut Pasteur de Tunis, Tunis, Tunisia.
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10
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Bispo ECI, Argañaraz ER, Neves FDAR, de Carvalho JL, Saldanha-Araujo F. Immunomodulatory effect of IFN-γ licensed adipose-mesenchymal stromal cells in an in vitro model of inflammation generated by SARS-CoV-2 antigens. Sci Rep 2024; 14:24235. [PMID: 39415027 PMCID: PMC11484699 DOI: 10.1038/s41598-024-75776-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Accepted: 10/08/2024] [Indexed: 10/18/2024] Open
Abstract
In recent years, clinical studies have shown positive results of the application of Mesenchymal Stromal Cells (MSCs) in severe cases of COVID-19. However, the mechanisms of immunomodulation of IFN-γ licensed MSCs in SARS-CoV-2 infection are only partially understood. In this study, we first tested the effect of IFN-γ licensing in the MSC immunomodulatory profile. Then, we established an in vitro model of inflammation by exposing Calu-3 lung cells to SARS-CoV-2 nucleocapsid and spike (NS) antigens, and determined the toxicity of SARS-CoV-2 NS antigen and/or IFN-γ stimulation to Calu-3. The conditioned medium (iCM) generated by Calu-3 cells exposed to IFN-γ and SARS-CoV-2 NS antigens was used to stimulate T-cells, which were then co-cultured with IFN-γ-licensed MSCs. The exposure to IFN-γ and SARS-CoV-2 NS antigens compromised the viability of Calu-3 cells and induced the expression of the inflammatory mediators ICAM-1, CXCL-10, and IFN-β by these cells. Importantly, despite initially stimulating T-cell activation, IFN-γ-licensed MSCs dramatically reduced IL-6 and IL-10 levels secreted by T-cells exposed to NS antigens and iCM. Moreover, IFN-γ-licensed MSCs were able to significantly inhibit T-cell apoptosis induced by SARS-CoV-2 NS antigens. Taken together, our data show that, in addition to reducing the level of critical cytokines in COVID-19, IFN-γ-licensed MSCs protect T-cells from SARS-CoV-2 antigen-induced apoptosis. Such observations suggest that MSCs may contribute to COVID-19 management by preventing the lymphopenia and immunodeficiency observed in critical cases of the disease.
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Affiliation(s)
- Elizabete Cristina Iseke Bispo
- Laboratory of Hematology and Stem Cells (LHCT), Faculty of Health Sciences, University of Brasília, Brasília, 70910-900, Brazil
| | - Enrique Roberto Argañaraz
- Laboratory of Molecular NeuroVirology, Faculty of Health Sciences, University of Brasília, Brasília, 70910-900, Brazil
| | | | - Juliana Lott de Carvalho
- Interdisciplinary Laboratory of Bioscience, Faculty of Medicine, University of Brasília, Brasília, 70910-900, Brazil
| | - Felipe Saldanha-Araujo
- Laboratory of Hematology and Stem Cells (LHCT), Faculty of Health Sciences, University of Brasília, Brasília, 70910-900, Brazil.
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11
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Kim HH, Lee HK, Hennighausen L, Furth PA, Sung H, Huh JW. Time-course analysis of antibody and cytokine response after the third SARS-CoV-2 vaccine dose. Vaccine X 2024; 20:100565. [PMID: 39399820 PMCID: PMC11470517 DOI: 10.1016/j.jvacx.2024.100565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 09/20/2024] [Accepted: 09/24/2024] [Indexed: 10/15/2024] Open
Abstract
The widespread administration of an additional dose of the SARS-CoV-2 vaccine has been promoted across adult populations, demonstrating a robust immune response against COVID-19. Longitudinal studies provide crucial data on the durability of immune response after the third vaccination. This study aims to explore the antibody response, neutralizing activity, and cytokine response against the SARS-CoV-2 ancestral strain (wild-type) and its variants during the timeline before and after the administration of the third vaccine dose. Anti-spike antibody titers and neutralizing antibodies blocking ACE2 binding to spike antigens were measured in 62 study participants at baseline, and on days 7, 21, and 180 post-vaccination. Cytokine levels were assessed at the same points except for day 180, with an additional measurement on day 3 post-vaccination. The analysis revealed no substantial variation in anti-spike antibody titer against the SARS-CoV-2 ancestral strain between the pre-vaccination phase and three days following the third dose. However, a significant nine-fold increase in these titers was observed by day 7, maintained until day 21. Although a decrease was observed by day 180, all participants still had detectable antibody levels. A similar trend was noted for neutralizing antibodies, with a four-fold rise by day 7 post-vaccination. At day 180, a diminution of neutralizing antibody titers was evident for both wild-type and all variants, including Omicron subvariant. A transient increase in cytokine activity, notably involving components of the Janus kinase (JAK)/signal transducers and activators of transcription (STAT) pathway, such as CXCL10 and IL-10, was observed within three days after the third dose. This study underscores a distinct amplification of humoral immune response seven days following the third SARS-CoV-2 vaccine dose and observes a decline in neutralizing antibody titers 180 days following the third dose, thus indicating the temporal humoral effectiveness of booster vaccination. A short-term cytokine surge, notably involving the JAK/STAT pathway, highlights the dynamic immune modulation post-vaccination.
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Affiliation(s)
- Hyeon Hwa Kim
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Hye Kyung Lee
- Laboratory of Genetics and Physiology, National Institute of Diabetes, Digestive and Kidney Diseases, US National Institutes of Health, Bethesda, MD 20892, United States
| | - Lothar Hennighausen
- Laboratory of Genetics and Physiology, National Institute of Diabetes, Digestive and Kidney Diseases, US National Institutes of Health, Bethesda, MD 20892, United States
| | - Priscilla A. Furth
- Laboratory of Genetics and Physiology, National Institute of Diabetes, Digestive and Kidney Diseases, US National Institutes of Health, Bethesda, MD 20892, United States
| | - Heungsup Sung
- Department of Laboratory Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jin Won Huh
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
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12
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Farnesi-de-Assunção TS, Oliveira-Scussel ACDM, Rodrigues WF, Matos BS, da Silva DAA, de Andrade E Silva LE, Mundim FV, Helmo FR, Bernardes E Borges AV, Desidério CS, Trevisan RO, Obata MMS, Barbosa LM, Lemes MR, Costa-Madeira JC, Barbosa RM, Cunha ACCH, Pereira LQ, Tanaka SCSV, de Vito FB, Monteiro IB, Ferreira YM, Machado GH, Moraes-Souza H, Rodrigues DBR, de Oliveira CJF, da Silva MV, Júnior VR. COVID-19 Inflammatory Syndrome: Lessons from TNFRI and CRP about the Risk of Death in Severe Disease. Biomedicines 2024; 12:2138. [PMID: 39335653 PMCID: PMC11428742 DOI: 10.3390/biomedicines12092138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 09/10/2024] [Accepted: 09/12/2024] [Indexed: 09/30/2024] Open
Abstract
Background/Objectives: Cytokine storm in severe COVID-19 is responsible for irreversible tissue damage and death. Soluble mediators from the TNF superfamily, their correlation with clinical outcome, and the use of TNF receptors as a potent predictor for clinical outcome were evaluated. Methods: Severe COVID-19 patients had the levels of soluble mediators from the TNF superfamily quantified and categorized according to the clinical outcome (death versus survival). Statistical modeling was performed to predict clinical outcomes. Results: COVID-19 patients have elevated serum levels from the TNF superfamily. Regardless of sex and age, the sTNFRI levels were observed to be significantly higher in deceased patients from the first weeks following the onset of symptoms. We analyzed hematological parameters and inflammatory markers, and there was a difference between the groups for the following factors: erythrocytes, hemoglobin, hematocrit, leukocytes, neutrophils, band cells, lymphocytes, monocytes, CRP, IL-8, IFN-γ, IL-10, IL-6, IL-4, IL-2, leptin MIF sCD40L, and sTNFRI (p < 0.05). A post hoc analysis showed an inferential capacity over 70% for some hematological markers, CRP, and inflammatory mediators in deceased patients. sTNFRI was strongly associated with death, and the sTNFRI/sTNFRII ratio differed between outcomes (p < 0.001; power above 90%), highlighting the impact of these proteins on clinical results. The final logistic model, including sTNFRI/sTNFRII and CRP, indicated high sensitivity, specificity, accuracy, and an eight-fold higher odds ratio for an unfavorable outcome. Conclusions: The joint use of the sTNFRI/sTNFRII ratio with CRP proves to be a promising tool to assist in the clinical management of patients hospitalized for COVID-19.
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Affiliation(s)
| | | | - Wellington Francisco Rodrigues
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Beatriz Sodré Matos
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Djalma Alexandre Alves da Silva
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Leonardo Eurípedes de Andrade E Silva
- Clinical Analysis and Pathological Anatomy Laboratory, Empresa Brasileira de Serviços Hospitalares (EBSERH), Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Fabiano Vilela Mundim
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Fernanda Rodrigues Helmo
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | | | - Chamberttan Souza Desidério
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Rafael Obata Trevisan
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Malu Mateus Santos Obata
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Laís Milagres Barbosa
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Marcela Rezende Lemes
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Juliana Cristina Costa-Madeira
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Rafaela Miranda Barbosa
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | | | - Loren Queli Pereira
- Hematological Research Laboratory, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | | | | | - Ivan Borges Monteiro
- UNIMED São Domingos Hospital, Uberaba 38025-110, MG, Brazil
- Alencar Gomes da Silva Regional Hospital, Uberaba 38060-200, MG, Brazil
| | | | | | - Hélio Moraes-Souza
- Hematological Research Laboratory, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Denise Bertulucci Rocha Rodrigues
- Centro de Formação Especial em Saúde (CEFORES), Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
- Department of Immunology, Medical School, University of Uberaba, Uberaba 38010-200, MG, Brazil
| | - Carlo José Freire de Oliveira
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Marcos Vinicius da Silva
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
| | - Virmondes Rodrigues Júnior
- Department of Microbiology, Immunology and Parasitology, Federal University of Triângulo Mineiro, Uberaba 38025-180, MG, Brazil
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13
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Niu C, Liang T, Chen Y, Zhu S, Zhou L, Chen N, Qian L, Wang Y, Li M, Zhou X, Cui J. SARS-CoV-2 spike protein induces the cytokine release syndrome by stimulating T cells to produce more IL-2. Front Immunol 2024; 15:1444643. [PMID: 39359733 PMCID: PMC11445618 DOI: 10.3389/fimmu.2024.1444643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 08/13/2024] [Indexed: 10/04/2024] Open
Abstract
Introduction Cytokine release syndrome (CRS) is one of the leading causes of mortality in patients with COVID-19 caused by the SARS-CoV-2 coronavirus. However, the mechanism of CRS induced by SARS-CoV-2 is vague. Methods Using spike protein combined with IL-2, IFN-γ, and TNF-α to stimulate human peripheral blood mononuclear cells (PBMCs) to secrete CRS-related cytokines, the content of cytokines in the supernatant was detected, and the effects of NK, T, and monocytes were analyzed. Results This study shows that dendritic cells loaded with spike protein of SARS-CoV-2 stimulate T cells to release much more interleukin-2 (IL-2,) which subsequently cooperates with spike protein to facilitate PBMCs to release IL-1β, IL-6, and IL-8. These effects are achieved via IL-2 stimulation of NK cells to release tumor necrosis factor-α (TNF-α) and interferon-γ (IFN-γ), as well as T cells to release IFN-γ Mechanistically, IFN-γ and TNF-α enhance the transcription of CD40, and the interaction of CD40 and its ligand stabilizes the membrane expression of toll-like receptor 4 (TLR4) that serves as a receptor of spike protein on the surface of monocytes. As a result, there is a constant interaction between spike protein and TLR4, leading to continuous activation of nuclear factor-κ-gene binding (NF-κB). Furthermore, TNF-α also activates NF-κB signaling in monocytes, which further cooperates with IFN-γ and spike protein to modulate NF-κB-dependent transcription of CRS-related inflammatory cytokines. Discussion Targeting TNF-α/IFN-γ in combination with TLR4 may represent a promising therapeutic approach for alleviating CRS in individuals with COVID-19.
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Affiliation(s)
- Chao Niu
- Cancer Center, The First Hospital of Jilin University, Changchun, China
- International Center of Future Science, Jilin University, Changchun, China
| | - Tingting Liang
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Yongchong Chen
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Shan Zhu
- Cancer Center, The First Hospital of Jilin University, Changchun, China
- Institute of Translational Medicine, The First Hospital of Jilin University, Changchun, China
| | - Lei Zhou
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Naifei Chen
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Lei Qian
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Yufeng Wang
- Cancer Center, The First Hospital of Jilin University, Changchun, China
- Cancer Research Institute of Jilin University, The First Hospital of Jilin University, Changchun, China
| | - Min Li
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Xin Zhou
- Cancer Center, The First Hospital of Jilin University, Changchun, China
- International Center of Future Science, Jilin University, Changchun, China
- Cancer Research Institute of Jilin University, The First Hospital of Jilin University, Changchun, China
| | - Jiuwei Cui
- Cancer Center, The First Hospital of Jilin University, Changchun, China
- Cancer Research Institute of Jilin University, The First Hospital of Jilin University, Changchun, China
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14
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Yang Z, Chen S, Tang X, Wang J, Liu L, Hu W, Huang Y, Hu J, Xing X, Zhang Y, Li J, Lei H, Liu Y. Development and validation of machine learning-based prediction model for severe pneumonia: A multicenter cohort study. Heliyon 2024; 10:e37367. [PMID: 39296114 PMCID: PMC11408761 DOI: 10.1016/j.heliyon.2024.e37367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 07/30/2024] [Accepted: 09/02/2024] [Indexed: 09/21/2024] Open
Abstract
Severe pneumonia (SP) is a prevalent respiratory ailment characterized by high mortality and poor prognosis. Current scoring systems for pneumonia are not only time-consuming but also exhibit limitations in early SP prediction. To address this gap, this study aimed to develop a machine-learning model using inflammatory markers from peripheral blood for early prediction of SP. A total of 204 pneumonia patients from seven medical centers were studied, with 143 (68 SP cases) in the training cohort and 61 (32 SP cases) in the test cohort. Clinical characteristics and laboratory test results were collected at diagnosis. Various models including Logistic Regression, Random Forest, Naïve Bayes, XGBoost, Support Vector Machine, and Decision Tree were built and evaluated. Seven predictors-age, sex, WBC count, T-lymphocyte count, NLR, CRP, TNF-α, IL-4/IFN-γ ratio, IL-6/IL-10 ratio-were selected through LASSO regression and clinical insight. The XGBoost model, exhibiting best performance, achieved an AUC of 0.901 (95 % CI: 0.827 to 0.985) in the test cohort, with an accuracy of 0.803, sensitivity of 0.844, specificity of 0.759, and F1_score of 0.818. Indeed, SHAP analysis emphasized the significance of elevated WBC counts, older age, and elevated CRP as the top predictors. The use of inflammatory biomarkers in this concise predictive model shows significant potential for the rapid assessment of SP risk, thereby facilitating timely preventive interventions.
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Affiliation(s)
- Zailin Yang
- Department of Hematology-Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, 400030, China
| | - Shuang Chen
- Department of Hematology-Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, 400030, China
| | - Xinyi Tang
- Department of Hematology-Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, 400030, China
- School of Medicine Chongqing University, Chongqing, 400044, China
| | - Jiao Wang
- Department of Medical Laboratory, Chongqing General Hospital, Chongqing, 401121, China
| | - Ling Liu
- Department of Medical Laboratory, the People's Hospital of Chongqing Liangjiang New Area, Chongqing, 401121, China
| | - Weibo Hu
- Department of Medical Laboratory, the People's Hospital of Rongchang District, Chongqing, 402460, China
| | - Yulin Huang
- Department of Medical Laboratory, the People's Hospital of Kaizhou District, Chongqing, 405499, China
| | - Jian'e Hu
- Department of Medical Laboratory, the Three Gorges Hospital Affiliated of Chongqing University, Chongqing, 404000, China
| | - Xiangju Xing
- Department of Respiratory Medicine, the Third Affiliated Hospital of Chongqing Medical University, Chongqing, 401120, China
| | - Yakun Zhang
- Department of Hematology-Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, 400030, China
- School of Medicine Chongqing University, Chongqing, 400044, China
| | - Jun Li
- Department of Hematology-Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, 400030, China
| | - Haike Lei
- Department of Hematology-Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, 400030, China
| | - Yao Liu
- Department of Hematology-Oncology, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, 400030, China
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15
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Babaei M, Heidari B, Sadeghi Haddad Zavareh M, Ahmadnia Z, Ghorbani H, Rouhi S. Serum tumor necrosis factor-alpha status in hospitalized patients with coronavirus disease-2019 (COVID-19). CASPIAN JOURNAL OF INTERNAL MEDICINE 2024; 15:601-605. [PMID: 39359436 PMCID: PMC11444111 DOI: 10.22088/cjim.15.4.601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Accepted: 10/08/2022] [Indexed: 10/04/2024]
Abstract
Background Tumor necrosis factor alpha (TNF-α) produces an inflammatory process and plays a critical role against infection and in the control of viral infection. The present study was conducted to determine the status of serum TNF-α in hospitalized patients with coronavirus disease-2019 (COVID-19). Methods In this cross-sectional study the serum TNF-α level, sex, and age, were determined in patients with COVID-19. The association between variables was determined using the student t-test, analysis of variance (ANOVA) test, multiple logistic regression analysis, and the statistical package for the Social Sciences (SPSS)-18 (p < 0.05). Results A total of 91 (women 41.75%, and men 58.24%) patients with a mean serum TNF-α level of 9.9 picograms per milliliter (pg/mL) were considered. In all (100%) patients, the TNF-α serum level was more than the normal limit (P=0.95). 95.60% of patients suffered severe COVID-19, with a TNF-a serum level of 10.20 pg/mL (P=0.87). Mean TNF-α serum levels in women and men were 11.37 pg/mL and 8.8 pg/mL, respectively (P= 0.17). In the age group of > 70 years (11.30 pg/mL), serum TNF-α concentration was higher than the other age groups (p>0.05). Conclusion A significant proportion of women and men patients with COVID-19 in the middle and old age had a high concentration of serum TNF-α which may indicate the severity of the disease. Serum TNF-α level is different in women and men of different ages, so it can contribute to treatment strategies.
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Affiliation(s)
- Mansour Babaei
- Mobility Impairment Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran
- Clinical Research Development Unit of Ayatollah Rouhani Hospital, Babol University of Medical Sciences, Babol, Iran
| | - Behzad Heidari
- Mobility Impairment Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran
- Clinical Research Development Unit of Ayatollah Rouhani Hospital, Babol University of Medical Sciences, Babol, Iran
| | | | - Zahra Ahmadnia
- Clinical Research Development Unit of Ayatollah Rouhani Hospital, Babol University of Medical Sciences, Babol, Iran
| | - Hossein Ghorbani
- Clinical Research Development Unit of Ayatollah Rouhani Hospital, Babol University of Medical Sciences, Babol, Iran
| | - Samaneh Rouhi
- Clinical Research Development Unit of Ayatollah Rouhani Hospital, Babol University of Medical Sciences, Babol, Iran
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16
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Kanat BB, Avci GU, Bayramlar OF, Suzan V, Can G, Balkan II, Borekci S, Korkmazer B, Dikmen Y, Aygun G, Erdincler DS, Yavuzer H, Doventas A. Predictors of 2-year mortality in geriatric patients hospitalized with COVID-19 in Türkiye: a retrospective cohort study. Biomark Med 2024; 18:555-565. [PMID: 39140394 PMCID: PMC11364071 DOI: 10.1080/17520363.2024.2352416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 04/22/2024] [Indexed: 08/15/2024] Open
Abstract
Aim: To reveal factors affecting 2-year mortality in geriatric patients hospitalized with COVID-19.Methods: Demographic characteristics, clinical and laboratory data, thorax computed tomography (CT) images, second-year survival status, and causes of death were analyzed.Results: The 2-year post-discharge mortality rate of 605 patients was 21.9%. Mean age of patients in the deceased group was 76.8 ± 8.1 years, which was shorter than the life expectancy at birth in Türkiye. Older age (≥85), delirium, some co-morbidities, and atypical thorax CT involvement were associated with a significant increase in 2-year mortality (p < 0.05).Conclusion: This is the first study to evaluate factors associated with 2-year mortality in older COVID-19 patients. Identifying risk factors for long-term mortality in geriatric COVID-19 patients is important.
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Affiliation(s)
- Bahar Bektan Kanat
- Division of Geriatric Medicine, Department of Internal Medicine, Cerrahpasa Medical Faculty, Istanbul University, Cerrahpasa, Istanbul, Turkey
| | - Gulru Ulugerger Avci
- Division of Geriatric Medicine, Department of Internal Medicine, Cerrahpasa Medical Faculty, Istanbul University, Cerrahpasa, Istanbul, Turkey
| | - Osman Faruk Bayramlar
- Bakırkoy District Health Directorate, Turkish Ministry of Health – Istanbul Health Directorate, Istanbul, Turkey
| | - Veysel Suzan
- Division of Geriatric Medicine, Department of Internal Medicine, Cerrahpasa Medical Faculty, Istanbul University, Cerrahpasa, Istanbul, Turkey
| | - Gunay Can
- Department of Public Health, Cerrahpasa Medical Faculty, İstanbul University, Cerrahpaşa, İstanbul, Turkey
| | - Ilker Inanc Balkan
- Department of Infectious Diseases, Cerrahpasa Medical Faculty, İstanbul University, Cerrahpaşa, İstanbul, Turkey
| | - Sermin Borekci
- Department of Pulmonary Diseases, Cerrahpasa Medical Faculty, İstanbul University, Cerrahpaşa, İstanbul, Turkey
| | - Bora Korkmazer
- Department of Radiology, Cerrahpasa Medical Faculty, İstanbul University, Cerrahpaşa, İstanbul, Turkey
| | - Yalim Dikmen
- Department of Anesthesiology & Reanimation, Cerrahpasa Medical Faculty, İstanbul University, Cerrahpaşa, İstanbul, Turkey
| | - Gokhan Aygun
- Department of Medical Microbiology, Cerrahpasa Medical Faculty, İstanbul University, Cerrahpaşa, İstanbul, Turkey
| | - Deniz Suna Erdincler
- Division of Geriatric Medicine, Department of Internal Medicine, Cerrahpasa Medical Faculty, Istanbul University, Cerrahpasa, Istanbul, Turkey
| | - Hakan Yavuzer
- Division of Geriatric Medicine, Department of Internal Medicine, Cerrahpasa Medical Faculty, Istanbul University, Cerrahpasa, Istanbul, Turkey
| | - Alper Doventas
- Division of Geriatric Medicine, Department of Internal Medicine, Cerrahpasa Medical Faculty, Istanbul University, Cerrahpasa, Istanbul, Turkey
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17
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Liu Y, Huang C, Xiong Y, Wang X, Shen Z, Zhang M, Gao N, Wang N, Du G, Zhan H. The causal relationship between human brain morphometry and knee osteoarthritis: a two-sample Mendelian randomization study. Front Genet 2024; 15:1420134. [PMID: 39040992 PMCID: PMC11260717 DOI: 10.3389/fgene.2024.1420134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 06/20/2024] [Indexed: 07/24/2024] Open
Abstract
BACKGROUND Knee Osteoarthritis (KOA) is a prevalent and debilitating condition affecting millions worldwide, yet its underlying etiology remains poorly understood. Recent advances in neuroimaging and genetic methodologies offer new avenues to explore the potential neuropsychological contributions to KOA. This study aims to investigate the causal relationships between brain-wide morphometric variations and KOA using a genetic epidemiology approach. METHOD Leveraging data from 36,778 UK Biobank participants for human brain morphometry and 487,411 UK Biobank participants for KOA, this research employed a two-sample Mendelian Randomization (TSMR) approach to explore the causal effects of 83 brain-wide volumes on KOA. The primary method of analysis was the Inverse Variance Weighted (IVW) and Wald Ratio (WR) method, complemented by MR Egger and IVW methods for heterogeneity and pleiotropy assessments. A significance threshold of p < 0.05 was set to determine causality. The analysis results were assessed for heterogeneity using the MR Egger and IVW methods. Brain-wide volumes with Q_pval < 0.05 were considered indicative of heterogeneity. The MR Egger method was employed to evaluate the pleiotropy of the analysis results, with brain-wide volumes having a p-value < 0.05 considered suggestive of pleiotropy. RESULTS Our findings revealed significant causal associations between KOA and eight brain-wide volumes: Left parahippocampal volume, Right posterior cingulate volume, Left transverse temporal volume, Left caudal anterior cingulate volume, Right paracentral volume, Left paracentral volume, Right lateral orbitofrontal volume, and Left superior temporal volume. These associations remained robust after tests for heterogeneity and pleiotropy, underscoring their potential role in the pathogenesis of KOA. CONCLUSION This study provides novel evidence of the causal relationships between specific brain morphometries and KOA, suggesting that neuroanatomical variations might contribute to the risk and development of KOA. These findings pave the way for further research into the neurobiological mechanisms underlying KOA and may eventually lead to the development of new intervention strategies targeting these neuropsychological pathways.
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Affiliation(s)
- Yongming Liu
- Shi’s Center of Orthopedics and Traumatology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Institute of Traumatology and Orthopedics, Shanghai Academy of Traditional Chinese Medicine, Shanghai, China
| | - Chao Huang
- Yunyang County People’s Hospital Rehabilitation Medicine Department, Chongqing, China
| | - Yizhe Xiong
- Shi’s Center of Orthopedics and Traumatology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Institute of Traumatology and Orthopedics, Shanghai Academy of Traditional Chinese Medicine, Shanghai, China
| | - Xiang Wang
- Shi’s Center of Orthopedics and Traumatology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Institute of Traumatology and Orthopedics, Shanghai Academy of Traditional Chinese Medicine, Shanghai, China
| | - Zhibi Shen
- Shi’s Center of Orthopedics and Traumatology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Institute of Traumatology and Orthopedics, Shanghai Academy of Traditional Chinese Medicine, Shanghai, China
| | - Mingcai Zhang
- Shi’s Center of Orthopedics and Traumatology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Institute of Traumatology and Orthopedics, Shanghai Academy of Traditional Chinese Medicine, Shanghai, China
| | - Ningyang Gao
- Shi’s Center of Orthopedics and Traumatology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Institute of Traumatology and Orthopedics, Shanghai Academy of Traditional Chinese Medicine, Shanghai, China
| | - Nan Wang
- Department of Traditional Chinese Medicine, Shanghai Yangzhi Rehabilitation Hospital (Yangzhi Affiliated Rehabilitation Hospital), School of Medicine, Tongji University, Shanghai, China
| | - Guoqing Du
- Shi’s Center of Orthopedics and Traumatology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Institute of Traumatology and Orthopedics, Shanghai Academy of Traditional Chinese Medicine, Shanghai, China
| | - Hongsheng Zhan
- Shi’s Center of Orthopedics and Traumatology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Institute of Traumatology and Orthopedics, Shanghai Academy of Traditional Chinese Medicine, Shanghai, China
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18
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Chen JY, Huang TR, Hsu SY, Huang CC, Wang HS, Chang JS. Effect and mechanism of quercetin or quercetin-containing formulas against COVID-19: From bench to bedside. Phytother Res 2024; 38:2597-2618. [PMID: 38479376 DOI: 10.1002/ptr.8175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Revised: 02/13/2024] [Accepted: 02/14/2024] [Indexed: 06/13/2024]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused the global coronavirus disease 2019 (COVID-19) pandemic since 2019. Immunopathogenesis and thromboembolic events are central to its pathogenesis. Quercetin exhibits several beneficial activities against COVID-19, including antiviral, anti-inflammatory, immunomodulatory, antioxidative, and antithrombotic effects. Although several reviews have been published, these reviews are incomplete from the viewpoint of translational medicine. The authors comprehensively evaluated the evidence of quercetin against COVID-19, both basically and clinically, to apply quercetin and/or its derivatives in the future. The authors searched the PubMed, Embase, and the Cochrane Library databases without any restrictions. The search terms included COVID-19, SARS-CoV-2, quercetin, antiviral, anti-inflammatory, immunomodulatory, thrombosis, embolism, oxidative, and microbiota. The references of relevant articles were also reviewed. All authors independently screened and reviewed the quality of each included manuscript. The Cochrane Risk of Bias Tool, version 2 (RoB 2) was used to assess the quality of the included randomized controlled trials (RCTs). All selected studies were discussed monthly. The effectiveness of quercetin against COVID-19 is not solid due to methodological flaws in the clinical trials. High-quality studies are also required for quercetin-containing traditional Chinese medicines. The low bioavailability and highly variable pharmacokinetics of quercetin hinder its clinical applications. Its positive impact on immunomodulation through reverting dysbiosis of gut microbiota still lacks robust evidence. Quercetin against COVID-19 does not have tough clinical evidence. Strategies to improve its bioavailability and/or to develop its effective derivatives are needed. Well-designed RCTs are also crucial to confirm their effectiveness in the future.
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Affiliation(s)
- Jhong Yuan Chen
- Department of Traditional Chinese Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Tsung Rung Huang
- Department of Traditional Chinese Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Shih Yun Hsu
- Department of Traditional Chinese Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ching Chun Huang
- Department of Traditional Chinese Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Huei Syun Wang
- Department of Traditional Chinese Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Jung San Chang
- Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- PhD Program in Toxicology, College of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
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19
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Lukhna K, do Carmo HRP, Castillo AR, Davidson SM, Geffen H, Giesz S, Golforoush P, Bovi TG, Gorag D, Salama A, Imamdin A, Kalkhoran S, Lecour S, Perroud MW, Ntsekhe M, Sposito AC, Yellon DM. Effect of Remote Ischaemic Conditioning on the Inflammatory Cytokine Cascade of COVID-19 (RIC in COVID-19): a Randomized Controlled Trial. Cardiovasc Drugs Ther 2024; 38:433-445. [PMID: 36445625 PMCID: PMC9707178 DOI: 10.1007/s10557-022-07411-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/20/2022] [Indexed: 11/30/2022]
Abstract
PURPOSE Patients hospitalized with COVID-19 may develop a hyperinflammatory, dysregulated cytokine "storm" that rapidly progresses to acute respiratory distress syndrome, multiple organ dysfunction, and even death. Remote ischaemic conditioning (RIC) has elicited anti-inflammatory and cytoprotective benefits by reducing cytokines following sepsis in animal studies. Therefore, we investigated whether RIC would mitigate the inflammatory cytokine cascade induced by COVID-19. METHODS We conducted a prospective, multicentre, randomized, sham-controlled, single-blind trial in Brazil and South Africa. Non-critically ill adult patients with COVID-19 pneumonia were randomly allocated (1:1) to receive either RIC (intermittent ischaemia/reperfusion applied through four 5-min cycles of inflation (20 mmHg above systolic blood pressure) and deflation of an automated blood-pressure cuff) or sham for approximately 15 days. Serum was collected following RIC/sham administration and analyzed for inflammatory cytokines using flow cytometry. The endpoint was the change in serum cytokine concentrations. Participants were followed for 30 days. RESULTS Eighty randomized participants (40 RIC and 40 sham) completed the trial. Baseline characteristics according to trial intervention were overall balanced. Despite downward trajectories of all cytokines across hospitalization, we observed no substantial changes in cytokine concentrations after successive days of RIC. Time to clinical improvement was similar in both groups (HR 1.66; 95% CI, 0.938-2.948, p 0.08). Overall RIC did not demonstrate a significant impact on the composite outcome of all-cause death or clinical deterioration (HR 1.19; 95% CI, 0.616-2.295, p = 0.61). CONCLUSION RIC did not reduce the hypercytokinaemia induced by COVID-19 or prevent clinical deterioration to critical care. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT04699227.
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Affiliation(s)
- Kishal Lukhna
- Division of Cardiology, Faculty of Health Sciences, Groote Schuur Hospital, University of Cape Town, Cape Town, South Africa
| | - Helison R P do Carmo
- Atherosclerosis and Vascular Biology Laboratory, State University of Campinas, Campinas, Brazil
| | | | - Sean M Davidson
- The Hatter Cardiovascular Institute, University College London, 67 Chenies Mews, London, WC1E 6HX, UK
| | - Hayli Geffen
- Division of Cardiology, Faculty of Health Sciences, Groote Schuur Hospital, University of Cape Town, Cape Town, South Africa
| | - Sara Giesz
- The Hatter Cardiovascular Institute, University College London, 67 Chenies Mews, London, WC1E 6HX, UK
| | - Pelin Golforoush
- The Hatter Cardiovascular Institute, University College London, 67 Chenies Mews, London, WC1E 6HX, UK
| | - Ticiane Gonçalez Bovi
- Atherosclerosis and Vascular Biology Laboratory, State University of Campinas, Campinas, Brazil
| | - Diana Gorag
- Atherosclerosis and Vascular Biology Laboratory, State University of Campinas, Campinas, Brazil
| | - Alan Salama
- Cape Heart Institute, University of Cape Town, Cape Town, South Africa
- The Royal Free Hospital, University College London, Pond St, London, NW3 2QG, UK
| | - Aqeela Imamdin
- Cape Heart Institute, University of Cape Town, Cape Town, South Africa
| | - Siavash Kalkhoran
- The Hatter Cardiovascular Institute, University College London, 67 Chenies Mews, London, WC1E 6HX, UK
| | - Sandrine Lecour
- Cape Heart Institute, University of Cape Town, Cape Town, South Africa
| | - Mauricio W Perroud
- Atherosclerosis and Vascular Biology Laboratory, State University of Campinas, Campinas, Brazil
| | - Mpiko Ntsekhe
- Division of Cardiology, Faculty of Health Sciences, Groote Schuur Hospital, University of Cape Town, Cape Town, South Africa
| | - Andrei C Sposito
- Atherosclerosis and Vascular Biology Laboratory, State University of Campinas, Campinas, Brazil
| | - Derek M Yellon
- The Hatter Cardiovascular Institute, University College London, 67 Chenies Mews, London, WC1E 6HX, UK.
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20
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Morovatshoar R, Hushmandi K, Orouei S, Saadat SH, Raesi R. Investigating the trend of demographic changes, mortality, clinical and paraclinical findings of patients hospitalized in the Corona ward, before and after the start of general vaccination of COVID-19. BMC Infect Dis 2024; 24:488. [PMID: 38741059 DOI: 10.1186/s12879-024-09279-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Accepted: 04/02/2024] [Indexed: 05/16/2024] Open
Abstract
BACKGROUND Prioritizing prevention over treatment has been a longstanding principle in the world health system. This study aims to compare the demographic changes, mortality, clinical, and paraclinical findings of patients hospitalized in the Corona ward before and after the start of general vaccination. METHODS This cross-sectional study utilized the simple random sampling method in 2022, analyzing 300 medical records of patients admitted to the Corona ward at 22 Bahman Khaf Hospital. Data were collected using a checklist with the help of the Medical Care Monitoring System and analyzed using SPSS-22 statistical software and Chi-square statistical test at a significance level of p < 0.05. RESULTS Before the start of general vaccination for COVID-19, the majority of patients were hospitalized in the Corona Intensive Care Unit (59.3%), aged between 51 and 65 years (47.3%), hospitalized for more than 3 days (54%), required intubation (49.3%), had SPO2 < 93% (60.7%), and exhibited common symptoms such as cough, shortness of breath, and loss of consciousness. Paraclinical findings included positive CRP, decreased lymphocytes, and ground glass opacity (GGO). After the start of general vaccination for COVID-19, most patients were hospitalized in the general care department of Corona (68%), aged between 36 and 50 years (47.3%), hospitalized for less than three days (66%), required intubation (20%), had SPO2 ≥ 93% (77.3%), and exhibited common symptoms such as weakness, headache, and body pain. Paraclinical findings were within the normal range. CONCLUSIONS General vaccination for COVID-19 has significantly reduced patient mortality and morbidity. Health policymakers should prioritize general vaccination to achieve herd immunity and improve public health.
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Affiliation(s)
- Reza Morovatshoar
- Molecular Medicine Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Kiavash Hushmandi
- Nephrology and Urology Research Center, Clinical Sciences Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Sara Orouei
- Department of psychology, North Tehran branch, Islamic Azad University, Tehran, Iran
| | - Seyed Hassan Saadat
- Nephrology and Urology Research Center, Clinical Sciences Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Rasoul Raesi
- Department of Health Services Management, Mashhad University of Medical Sciences, Mashhad, Iran.
- Department of Nursing, Torbat Jam Faculty of Medical Sciences, Torbat Jam, Iran.
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21
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Gong S, Ma C, Ma R, Zhu T, Ge X, Xie R, Tao Q, Ouyang G, Shi C. Elevated pretreatment serum apolipoprotein E level associated with poor prognosis of patients with COVID-19 during the omicron BA.5 and BF.7 wave. J Med Virol 2024; 96:e29673. [PMID: 38767184 DOI: 10.1002/jmv.29673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 04/23/2024] [Accepted: 05/06/2024] [Indexed: 05/22/2024]
Abstract
The SARS-CoV-2 virus is responsible for the human disease known as COVID-19. This virus is capable of generating a spectrum of infections ranging from moderate to severe. Serum apolipoprotein E (ApoE) inhibits inflammation by preserving immune regulatory function. Nonetheless, the relationship between serum ApoE and clinical prognosis in omicron remains elusive. A cohort of 231 patients was observed for 65 days, with death as the primary outcome. Based on their ApoE levels, the patients were categorized into patients with elevated ApoE levels and those with lower ApoE levels. To do statistical comparisons, the log-rank test was utilized, and the Kaplan-Meier method was utilized to estimate survival rates. Cox hazard models, both univariate and multivariate, were employed to examine the prognostic relevance. According to our research, omicron had significantly greater ApoE levels. In mild-to-moderate and severe cases, the study identified a statistically significant variation in ApoE levels. Additionally, there was a drop in overall survival that is statistically significant (OS, p < 0.0001) for patients with greater ApoE levels. Multiple Cox proportional hazards regression analysis indicates that an elevated ApoE level was determined to be an adverse and independent prognostic factor of OS in patients with omicron. Taken together, our study found that the level of serum ApoE at the time of initial diagnosis was substantially connected to the severity and prognosis of omicron. Consequently, we propose that ApoE might be a poor prognostic factor in individuals afflicted with the omicron variant.
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Affiliation(s)
- Shengping Gong
- Cancer Radiotherapy and Chemotherapy Center, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, People's Republic of China
| | - Chao Ma
- Laboratory of Stem Cell Transplantation, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, People's Republic of China
| | - Ruishuang Ma
- Cancer Radiotherapy and Chemotherapy Center, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, People's Republic of China
| | - Ting Zhu
- Cancer Radiotherapy and Chemotherapy Center, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, People's Republic of China
| | - Xiaoqin Ge
- Cancer Radiotherapy and Chemotherapy Center, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, People's Republic of China
| | - Rongrong Xie
- Cancer Radiotherapy and Chemotherapy Center, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, People's Republic of China
| | - Qingsong Tao
- Cancer Radiotherapy and Chemotherapy Center, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, People's Republic of China
| | - Guifang Ouyang
- Department of Hematology, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, People's Republic of China
| | - Cong Shi
- Laboratory of Stem Cell Transplantation, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, People's Republic of China
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22
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Razavi A, Raei M, Hatami Y, Chokami GS, Goudarzi Y, Ghasemian R, Alizadeh-Navaei R, Yarmohammadi H, Soltanipur M, Tabarestani M, Valadan R, Meshkinfam Haghighi F, Tarsi AK, Razavi B. Evaluation of IFNAR2 and TYK2 transcripts' prognostic role in COVID-19 patients: a retrospective study. Front Cell Infect Microbiol 2024; 14:1356542. [PMID: 38741892 PMCID: PMC11089198 DOI: 10.3389/fcimb.2024.1356542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 04/12/2024] [Indexed: 05/16/2024] Open
Abstract
BACKGROUND AND OBJECTIVES This study aimed to investigate the possible prognostic significance of interferon alpha-beta receptor subunit 2 (IFNAR2) and tyrosine kinase 2 (TYK2) expressions. METHODS We conducted a retrospective study including COVID-19 adult patients. All blood samples were collected before any interventions. The expressions of IFNAR2 and TYK2 were assessed using real-time PCR in venous blood samples of 54 cases and 56 controls. The transcript quantities of IFNAR2 and TYK2 genes were assessed using a Delta-Ct method. RESULTS Our findings show no significant differences in gene expression levels for IFNAR2 and TYK2 between patients who required oxygen (O2) therapy and those who did not (p-value = 0.732 and p-value = 0.629, respectively). Likewise, there were no significant differences in IFNAR2 and TYK2 expressions between patients hospitalized for less than 7 days and those hospitalized for 7 days or more (p-value = 0.455 and p-value = 0.626, respectively). We also observed a weak correlation between IFNAR2 expression and CRP (p-value = 0.045, r = 0.192). There was a negative correlation between the expression levels of IFNAR2 and TYK2 transcripts in COVID-19 patients (p-value = 0.044; partial correlation coefficient = -0.283). Additionally, IFNAR2 and TYK2 were significantly downregulated in the COVID-19 group compared to healthy subjects (p-value = 0.002 and p-value = 0.028, respectively). However, neither IFNAR2 nor TYK2 expression was significantly different between the case subgroups based on COVID-19 severity. The IFNAR2 ΔΔCt (B = -0.184, 95% CI: -0.524-0.157, p-value = 0.275) and the TYK2 ΔΔCt (B = 0.114, 95% CI: -0.268-0.496, p-value = 0.543) were not found to be significant predictors of hospitalization duration. The area under the curve (AUC) for IFNAR2 expression is 0.655 (p-value = 0.005, 95% CI: 0.554-0.757), suggesting its poor discriminative value. CONCLUSION We were unable to comment definitively on the prognostic power of IFNAR2 and TYK2 expressions in COVID-19 patients, and larger-scale studies are needed. The principal limitations of this study included the lack of longitudinal analysis and limited sample size.
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Affiliation(s)
- Alireza Razavi
- Student Research Committee, School of Medicine, Mazandaran University of Medical Sciences, Sari, Iran
- Research Center for Clinical Virology, Tehran University of Medical Science, Tehran, Iran
| | - Maedeh Raei
- Gastrointestinal Cancer Research Center, Non-Communicable Diseases Institute, Mazandaran University of Medical Sciences, Sari, Iran
| | - Yasin Hatami
- Central Human Immunodeficiency Virus Laboratory, Mazandaran University of Medical Sciences, Sari, Iran
| | - Ghazal Saghi Chokami
- Central Human Immunodeficiency Virus Laboratory, Mazandaran University of Medical Sciences, Sari, Iran
| | - Yasaman Goudarzi
- Central Human Immunodeficiency Virus Laboratory, Mazandaran University of Medical Sciences, Sari, Iran
| | - Roya Ghasemian
- Antimicrobial Resistance Research Center, Department of Infectious Diseases, School of Medicine, Mazandaran University of Medical Sciences, Sari, Iran
| | - Reza Alizadeh-Navaei
- Gastrointestinal Cancer Research Center, Non-Communicable Diseases Institute, Mazandaran University of Medical Sciences, Sari, Iran
| | | | - Masood Soltanipur
- Medical Students Research Committee, Shahed University, Tehran, Iran
| | - Mohammad Tabarestani
- Student Research Committee, School of Medicine, Mazandaran University of Medical Sciences, Sari, Iran
| | - Reza Valadan
- Molecular and Cell Biology Research Center, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Iran
- Department of Immunology, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Iran
| | | | - Abbas Khonakdar Tarsi
- Molecular and Cell Biology Research Center, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Iran
- Department of Clinical Biochemistry and Genetics, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Iran
| | - Bahar Razavi
- Medical Research Center, Islamic Azad University, Tehran, Iran
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Wang D, Gao Y, Lai QQ, Wu D, Liu HY, Meng H, Wang XT, Tang YJ, Xu JX, Zhang JN, Liu BW, Zhang JN, Fei DS, Kang K. Dynamic lymphocyte-CRP ratio as a predictor: a single-centre retrospective study on disease severity and progression in adult COVID-19 patients. J Int Med Res 2024; 52:3000605241236278. [PMID: 38483140 PMCID: PMC10964466 DOI: 10.1177/03000605241236278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 02/14/2024] [Indexed: 03/28/2024] Open
Abstract
OBJECTIVE To assess the efficacy of dynamic changes in lymphocyte-C-reactive protein ratio (LCR) on differentiating disease severity and predicting disease progression in adult patients with Coronavirus disease 2019 (COVID-19). METHODS This single-centre retrospective study enrolled adult COVID-19 patients categorized into moderate, severe and critical groups according to the Diagnosis and Treatment of New Coronavirus Pneumonia (ninth edition). Demographic and clinical data were collected. LCR and sequential organ failure assessment (SOFA) score were calculated. Lymphocyte count and C-reactive protein (CRP) levels were monitored on up to four occasions. Disease severity was determined concurrently with each LCR measurement. RESULTS This study included 145 patients assigned to moderate (n = 105), severe (n = 33) and critical groups (n = 7). On admission, significant differences were observed among different disease severity groups including age, comorbidities, neutrophil proportion, lymphocyte count and proportion, D-Dimer, albumin, total bilirubin, direct bilirubin, indirect bilirubin, CRP and SOFA score. Dynamic changes in LCR showed significant differences across different disease severity groups at different times, which were significantly inversely correlated with disease severity of COVID-19, with correlation coefficients of -0.564, -0.548, -0.550 and -0.429 at four different times. CONCLUSION Dynamic changes in LCR can effectively differentiate disease severity and predict disease progression in adult COVID-19 patients.
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Affiliation(s)
- Dan Wang
- Department of Anaesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Yang Gao
- Department of Critical Care Medicine, The Sixth Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Qi-Qi Lai
- Department of Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Di Wu
- Department of Critical Care Medicine, The Sixth Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Hui-Ying Liu
- Department of Critical Care Medicine, The Sixth Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Huan Meng
- Department of Critical Care Medicine, The Sixth Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Xin-Tong Wang
- Department of Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Yu-Jia Tang
- Department of Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Jia-Xi Xu
- Department of Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Jia-Ning Zhang
- Department of Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Bo-Wen Liu
- Department of Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Jian-Nan Zhang
- Department of Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Dong-Sheng Fei
- Department of Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
| | - Kai Kang
- Department of Critical Care Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang Province, China
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Luo C, Chen W, Cai J, He Y. The mechanisms of milder clinical symptoms of COVID-19 in children compared to adults. Ital J Pediatr 2024; 50:28. [PMID: 38355623 PMCID: PMC10865718 DOI: 10.1186/s13052-024-01587-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 01/07/2024] [Indexed: 02/16/2024] Open
Abstract
In stark contrast to adult patients, children who contract Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) typically manifest milder symptoms or remain asymptomatic. However, the precise underlying mechanisms of this pathogenesis remain elusive. In this review, we primarily retrospect the clinical characteristics of SARS-CoV-2 infection in children, and explore the factors that may contribute to the typically milder clinical presentation in pediatric Coronavirus Disease 2019 (COVID-19) patients compare with adults patients with COVID-19. The pathophysiological mechanisms that mitigate lung injury in children are as follows: the expression level of ACE2 receptor in children is lower; the binding affinity between ACE2 receptors and viral spike proteins in children was weaker; children have strong pre-activated innate immune response and appropriate adaptive immune response; children have more natural lymphocytes; children with COVID-19 can produce higher levels of IgM, IgG and interferon; children infected with SARS-CoV-2 can produce lower levels of IL-6 and IL-10; children have fewer underlying diseases and the lower risk of worsening COVID-19; children are usually exposed to other respiratory viruses and have an enhanced cross-reactive immunity. Comprehending the relative contributions of these processes to the protective phenotype in the developing lungs can help in the diagnosis, treatment and research pertaining to children with COVID-19.
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Affiliation(s)
- Caiyin Luo
- Department of Pharmacy, the First Affiliated Hospital of Guangzhou Medical University, 28 Qiaozhong Middle Road, Liwan District, 510120, Guangzhou, China
| | - Wanwen Chen
- Department of Pharmacy, the First Affiliated Hospital of Guangzhou Medical University, 28 Qiaozhong Middle Road, Liwan District, 510120, Guangzhou, China
| | - Junying Cai
- Department of Pharmacy, the First Affiliated Hospital of Guangzhou Medical University, 28 Qiaozhong Middle Road, Liwan District, 510120, Guangzhou, China
| | - Yuwen He
- Department of Pharmacy, the First Affiliated Hospital of Guangzhou Medical University, 28 Qiaozhong Middle Road, Liwan District, 510120, Guangzhou, China.
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25
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Akbari A, Zarifian A, Hadizadeh A, Hajmolarezaei E. Incidence and Outcomes Associated with Menopausal Status in COVID-19 Patients: A Systematic Review and Meta-analysis. REVISTA BRASILEIRA DE GINECOLOGIA E OBSTETRÍCIA 2023; 45:e796-e807. [PMID: 38141601 DOI: 10.1055/s-0043-1772595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2023] Open
Abstract
OBJECTIVE Menopause causes several changes in the body that may affect the response to COVID -19. We aimed to investigate the possible association between menopausal status and incidence and outcomes in COVID-19 patients. METHODS Combinations of keywordsCOVID-19, menopause, and estrogen were used to search the PubMed, Embase, Web-of-Science, and Scopus databases for articles reporting the incidence and outcomes of COVID-19 (discharge, length-of-admission, intensive care, or mortality) in premenopausal women, available through December 29, 2022. Data from studies comparing the incidence of COVID-19 infection with the age-matched male population were pooled and meta-analyzed using a random-effects model. RESULTS Overall, 1,564 studies were retrieved, of which 12 were finally included in the systematic review to compare disease outcomes, and 6 were meta-analyzed for the incidence of COVID-19 in premenopausal and postmenopausal women. All studies reported better COVID-19-associated outcomes in premenopausal women compared with postmenopausal women. After adjusting for confounding factors, three studies found better outcomes in postmenopausal women, and two found no association between menopausal status and COVID-19 outcomes. Our meta-analysis found a higher incidence of COVID-19 infection among premenopausal women than postmenopausal women, when compared with age-matched men (odds ratio = 1.270; 95% confidence interval: 1.086-1.486; p = 0.003). CONCLUSION The incidence of COVID-19 was significantly higher in premenopausal women than in postmenopausal women when compared with age-matched men. Although premenopausal women may have more favorable COVID-19-associated outcomes, the presumed preventive effect of estrogens on the incidence and related outcomes of COVID-19 in premenopausal women cannot be proven at present. Further longitudinal studies comparing pre- and post-menopausal women are required to provide further insight into this matter.
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Affiliation(s)
| | - Ahmadreza Zarifian
- Mashhad University of Medical Sciences, Mashhad, Iran
- University Hospital Lewisham, King's College London, London, United Kingdom
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26
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Zhuang Z, Qi Y, Yao Y, Yu Y. A predictive model for disease severity among COVID-19 elderly patients based on IgG subtypes and machine learning. Front Immunol 2023; 14:1286380. [PMID: 38106427 PMCID: PMC10723829 DOI: 10.3389/fimmu.2023.1286380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 11/15/2023] [Indexed: 12/19/2023] Open
Abstract
Objective Due to the increased likelihood of progression of severe pneumonia, the mortality rate of the elderly infected with coronavirus disease 2019 (COVID-19) is high. However, there is a lack of models based on immunoglobulin G (IgG) subtypes to forecast the severity of COVID-19 in elderly individuals. The objective of this study was to create and verify a new algorithm for distinguishing elderly individuals with severe COVID-19. Methods In this study, laboratory data were gathered from 103 individuals who had confirmed severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection using a retrospective analysis. These individuals were split into training (80%) and testing cohort (20%) by using random allocation. Furthermore, 22 COVID-19 elderly patients from the other two centers were divided into an external validation cohort. Differential indicators were analyzed through univariate analysis, and variable selection was performed using least absolute shrinkage and selection operator (LASSO) regression. The severity of elderly patients with COVID-19 was predicted using a combination of five machine learning algorithms. Area under the curve (AUC) was utilized to evaluate the performance of these models. Calibration curves, decision curves analysis (DCA), and Shapley additive explanations (SHAP) plots were utilized to interpret and evaluate the model. Results The logistic regression model was chosen as the best machine learning model with four principal variables that could predict the probability of COVID-19 severity. In the training cohort, the model achieved an AUC of 0.889, while in the testing cohort, it obtained an AUC of 0.824. The calibration curve demonstrated excellent consistency between actual and predicted probabilities. According to the DCA curve, it was evident that the model provided significant clinical advantages. Moreover, the model performed effectively in an external validation group (AUC=0.74). Conclusion The present study developed a model that can distinguish between severe and non-severe patients of COVID-19 in the elderly, which might assist clinical doctors in evaluating the severity of COVID-19 and reducing the bad outcomes of elderly patients.
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Affiliation(s)
- Zhenchao Zhuang
- Department of Laboratory Medicine, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
| | - Yuxiang Qi
- School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou, China
| | - Yimin Yao
- Department of Laboratory Medicine, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
| | - Ying Yu
- Department of Laboratory Medicine, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
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27
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Xiang X, Zhang Z, Liu Y, Xu W, Gong J, Yu S, Zhang L, Jiang T. Circulating Inflammatory Factor Levels in the Early Phase of COVID-19 are Associated with the Progression of Respiratory Failure: A Single-Center Retrospective Study. J Inflamm Res 2023; 16:5249-5260. [PMID: 38026262 PMCID: PMC10656869 DOI: 10.2147/jir.s430221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 11/06/2023] [Indexed: 12/01/2023] Open
Abstract
Purpose To evaluate the potential relationships between serum interleukin (IL)-2, IL-4, IL-6, IL-10, IL-17, interferon (IFN)-γ, and tumor necrosis factor (TNF)-α levels and occurrence of respiratory failure in patients with early-stage COVID-19 disease. Patients and Methods We analyzed clinical characteristics, laboratory parameters, and immunoinflammatory markers in 302 patients diagnosed with SARS-CoV-2 infection who required hospitalization at Changshu Hospital of Nantong University. IL-2, IL-4, IL-6, IL-10, IL-17, IFN-γ, and TNF-α levels in the peripheral blood of patients hospitalized five days after disease onset were measured using multiplex bead-based flow fluorescent immunoassay (MBFFI). Results Patients with respiratory failure had higher serum IL-4 [0 (0, 0.54) pg/mL], IL-6 [40.76 (12.33, 90.28) pg/mL], IL-10 [6.65 (4.12, 11.34) pg/mL], and IL-17 [9.48 (4.31, 12.13) pg/mL] levels than patients without respiratory failure (P=0.042, P<0.0001, P=0.012, and P=0.036, respectively). Serum IL-2, IFN-γ, and TNF-α levels were not significantly different between the two groups. The occurrence of respiratory failure was positively correlated with sex (R=0.122, P=0.034), lactic acid (R=0.193, P=0.007), white blood cell count (R=0.121, P=0.038), erythrocyte distribution width (R=0.131, P=0.024), thyrocalcitonin (R=0.280, P<0.0001), and D-dimer levels (R=0.214, P<0.0001) but negatively correlated with oxygen partial pressure (R=-0.208, P=0.004), oxygen saturation (R=-0.220, P=0.002), lymphocyte count (R=-0.129, P=0.026), and calcium (R=-0.152, P=0.042). Among the immunoinflammatory biomarkers, the occurrence of respiratory failure was positively correlated with IL-4 (R=-0.117, P=0.042), IL-6 (R=0.206, P<0.0001), IL-10 (R=0.145, P=0.012), and IL-17 (R=0.121, P=0.036) levels. Conclusion Serum levels of pro-inflammatory cytokines IL-6 and IL-17 and anti-inflammatory cytokines IL-4 and IL-10 were significantly elevated in patients with respiratory failure and weakly positively correlated with the occurrence of respiratory failure. Further studies are required to explore these key immune mechanisms to help clinicians better manage acute complications, long-term sequelae, and possible future COVID-19 variants and be flexible in managing future epidemics and similar public health threats.
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Affiliation(s)
- Xiaoli Xiang
- Department of Key Laboratory, Affiliated Changshu Hospital of Nantong University, Changshu, People’s Republic of China
- Department of Ophthalmology, Affiliated Changshu Hospital of Nantong University, Changshu, People’s Republic of China
| | - Zhicheng Zhang
- Department of Key Laboratory, Affiliated Changshu Hospital of Nantong University, Changshu, People’s Republic of China
| | - Ying Liu
- Department of Key Laboratory, Affiliated Changshu Hospital of Nantong University, Changshu, People’s Republic of China
| | - Wenxuan Xu
- Department of Key Laboratory, Affiliated Changshu Hospital of Nantong University, Changshu, People’s Republic of China
| | - Ju Gong
- Department of Emergency Medicine, Affiliated Changshu Hospital of Nantong University, Changshu, People’s Republic of China
| | - Sheng Yu
- Department of Critical Care Medicine, Affiliated Changshu Hospital of Nantong University, Changshu, People’s Republic of China
| | - Lan Zhang
- Information Center, Affiliated Changshu Hospital of Nantong University, Changshu, People’s Republic of China
| | - Tingwang Jiang
- Department of Key Laboratory, Affiliated Changshu Hospital of Nantong University, Changshu, People’s Republic of China
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Hafez W, Nasa P, Khairy A, Jose M, Abdelshakour M, Ahmed S, Abdulaal F, Nair N, Ahmad M, Rashid VJ, Ayman Y, John S, Fdl Alla O, Abu Shady R, Mohamed AA, Soliman R, Nader S. Interleukin-6 and the determinants of severe COVID-19: A retrospective cohort study. Medicine (Baltimore) 2023; 102:e36037. [PMID: 37960722 PMCID: PMC10637408 DOI: 10.1097/md.0000000000036037] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 10/19/2023] [Indexed: 11/15/2023] Open
Abstract
Cytokines, notably interleukin-6 (IL-6), increase considerably in patients with severe corona virus disease 2019 (COVID-19). This vigorous immune response may cause end-organ failure or death; hence, measuring IL-6 in the context of patient characteristics may help predict outcomes and encourage early comprehensive therapy. This study investigated the association between serum IL-6 levels, COVID-19 severity, and demographic, clinical, and biochemical characteristics. COVID-19 inpatients in NMC hospitals were investigated between November 2020 and November 2021. Several patient variables related to serum IL-6 and COVID-19 severity have been examined. The study included 374 COVID-19 inpatients, 235 of whom had severe disease with a median age of 51. The elderly had an increased risk of severe COVID-19 (73.8%) compared with young adults (71%), with higher white blood cells, D-dimer, Lactate dehydrogenase, creatinine, ferritin, prothrombin time, Procalcitonin, and fibrinogen levels (P < .001). C-reactive protein, troponin, intensive care unit admission, disease severity score, and mortality were significantly associated with higher serum IL-6 levels (P = .05) in the univariate analysis, but this significance disappeared in the multivariate analysis. IL-6, along with other demographic and clinical variables affected COVID-19 severity. These characteristics may predict patients at risk of severe disease and assist in establishing early comprehensive disease outcome strategies. Large-scale clinical research is needed to emphasize IL-6 and COVID-19.
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Affiliation(s)
- Wael Hafez
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
- Internal Medicine Department, The Medical Research Division, The National Research Center, Cairo, Egypt
| | - Prashant Nasa
- NMC Specialty Hospital, Al Nahda, Dubai, United Arab Emirates
| | - Ahmed Khairy
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
| | - Mohan Jose
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
| | - Mahmoud Abdelshakour
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
| | - Sabah Ahmed
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
| | - Fatema Abdulaal
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
| | - Nivedita Nair
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
| | - Mohammad Ahmad
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
| | - Vanya Jalal Rashid
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
| | - Youmna Ayman
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
| | - Steffi John
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
| | - Osman Fdl Alla
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
| | - Reham Abu Shady
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
| | - Ahmed Ali Mohamed
- Intensive Care Unit, Theodor Bilharz Research Institute, El Warraq, Giza Governorate, Egypt
| | - Rami Soliman
- National Institute of chest and Allergy, Cairo, Egypt
| | - Simon Nader
- Internal Medicine, NMC Royal Hospital, Khalifa City, Abu Dhabi, United Arab Emirates
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Lee EP, Mu CT, Yen CW, Hsia SH, Lin JJ, Chan OW, Chiu CC, Lai SH, Yang WC, Chen CY, Su YT, Wu HP. Predictors of disease severity and outcomes in pediatric patients with croup and COVID-19 in the pediatric emergency department. Am J Emerg Med 2023; 72:20-26. [PMID: 37453221 DOI: 10.1016/j.ajem.2023.06.050] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 06/14/2023] [Accepted: 06/30/2023] [Indexed: 07/18/2023] Open
Abstract
BACKGROUND Croup caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is an emerging disease, and data on the risk factors associated with disease severity are still limited. The Westley croup score (WS) is widely used to assess croup severity. The current study aimed to analyze biomarkers associated with the WS and clinical outcomes in patients with croup and coronavirus disease 2019 in the pediatric emergency department (PED). POPULATION AND METHOD Patients diagnosed with croup caused by SARS-CoV-2 were admitted at two PEDs. Clinical data including age, WS, length of hospital stay, initial laboratory data, and treatment were analyzed. Clinical parameters were evaluated via multivariate logistic regression analysis. The best cutoff values for predicting croup severity and outcomes were identified using the receiver operating characteristic curve. RESULT In total, 250 patients were assessed. Moreover, 128 (51.2%) patients were discharged from the PED, and 122 (48.8%) were admitted to the hospital. Mild, moderate, and severe croup accounted for 63.6% (n = 159), 32% (n = 80), and 4.4% (n = 11) of all cases, respectively. A high mean age (years), neutrophil count (%), neutrophil-to-lymphocyte ratio (NLR), ALT (U/L), procalcitonin (ng/mL), and hemoglobin (g/dL) level, and length of hospital stay (days), and a low lymphocyte count (%) and blood pH were associated with croup severity and need for intensive care. Based on the multivariate logistic regression model, the NLR remained independent factors associated with croup severity and prognosis. Further, NLR was significantly correlated with WS. The area under the receiver operating characteristic curve of NLR for predicting a WS of ≥3 was 0.895 (0.842-0.948, p < 0.001), and that for predicting ICU admission was 0.795 (0.711-0.879, p < 0.001). The best cutoff values for a WS of ≥3 and ICU admission were 1.65 and 2.06, respectively. CONCLUSION NLR is correlated with WS and is a reliable, easy-to-use, and cheap biomarker for the early screening and prognosis of croup severity in the PED. A higher NLR may indicate severe croup and the need for further treatment. And the WS score remains reliable for estimating the severity of croup caused by SARS-CoV-2 and the risk of intensive care.
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Affiliation(s)
- En-Pei Lee
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Kweishan, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chun-Ting Mu
- College of Medicine, Chang Gung University, Taoyuan, Taiwan; Chang Gung Memorial Hospital, Chang Gung University, Taoyuan, Taiwan
| | - Chen-Wei Yen
- College of Medicine, Chang Gung University, Taoyuan, Taiwan; Division of Nephrology, Department of Pediatrics, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan, Taiwan; Division of Pediatric General Medicine, Department of Pediatrics, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Shao-Hsuan Hsia
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Kweishan, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Jainn-Jim Lin
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Kweishan, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Oi-Wa Chan
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Kweishan, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chun-Che Chiu
- College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Pediatrics, Tucheng Composite Municipal Hospital, New Taipei City, Taiwan
| | - Shen-Hao Lai
- College of Medicine, Chang Gung University, Taoyuan, Taiwan; Division of Pediatric Pulmonology, Department of Pediatrics, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Wen-Chieh Yang
- Department of Pediatric Emergency, China Medical University Children's Hospital, China Medical University, Taichung City, Taiwan; Department of Medicine, College of Medicine, China Medical University, Taichung City, Taiwan
| | - Chun-Yu Chen
- Department of Pediatric Emergency, China Medical University Children's Hospital, China Medical University, Taichung City, Taiwan; Department of Medicine, College of Medicine, China Medical University, Taichung City, Taiwan
| | - Ya-Ting Su
- College of Medicine, Chang Gung University, Taoyuan, Taiwan; Division of Pediatric Endocrinology and Genetics, Department of Pediatrics, Chang Gung Memorial Hospital, Taipei, Taiwan
| | - Han-Ping Wu
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Kweishan, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Pediatrics, Chiayi Chang Gung Memorial Hospital, Chiayi, Taiwan.
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Greistorfer T, Jud P. Pathophysiological Aspects of COVID-19-Associated Vasculopathic Diseases. Thromb Haemost 2023; 123:931-944. [PMID: 37172941 DOI: 10.1055/s-0043-1768969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Since the beginning of coronavirus disease 2019 (COVID-19) pandemic, numerous data reported potential effects on the cardiovascular system due to infection by severe acute respiratory syndrome-coronavirus 2 (SARS-CoV-2), which may lead to COVID-19-associated vasculopathies during the acute phase and measurable vascular changes in the convalescent phase. Infection by SARS-CoV-2 seems to have specific direct and indirect effects on the endothelium, immune and coagulation systems thus promoting endothelial dysfunction, immunothrombosis, and formation of neutrophil extracellular traps although the exact mechanisms still need to be elucidated. This review represents a recent update of pathophysiological pathways of the respective three major mechanisms contributing to COVID-19 vasculopathies and vascular changes and includes clinical implications and significance of outcome data.
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Affiliation(s)
- Thiemo Greistorfer
- Division of Angiology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Philipp Jud
- Division of Angiology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
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Aloisio E, Colombo G, Dolci A, Panteghini M. C-reactive protein and clinical outcome in COVID-19 patients: the importance of harmonized measurements. Clin Chem Lab Med 2023; 61:1546-1551. [PMID: 37036741 DOI: 10.1515/cclm-2023-0276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 03/30/2023] [Indexed: 04/11/2023]
Abstract
C-reactive protein (CRP) is a cytokine-mediated acute phase reactant with a recognized role in inflammatory conditions and infectious disease. In coronavirus disease 2019 (COVID-19), elevated CRP concentrations in serum were frequently detected and significantly associated with poor outcome in terms of disease severity, need for intensive care, and in-hospital death. For these reasons, the marker was proposed as a powerful test for prognostic classification of COVID-19 patients. In most of available publications, there was however confounding information about how interpretative criteria for CRP in COVID-19 should be derived, including quality of employed assays and optimal cut-off definition. Assuring result harmonization and controlling measurement uncertainty in terms of performance specifications are fundamental to allow worldwide application of clinical information according to specific CRP thresholds and to avoid risk of patient misclassification.
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Charostad J, Rezaei Zadeh Rukerd M, Shahrokhi A, Aghda FA, ghelmani Y, Pourzand P, Pourshaikhali S, Dabiri S, dehghani A, Astani A, Nakhaie M, Kakavand E. Evaluation of hematological parameters alterations in different waves of COVID-19 pandemic: A cross-sectional study. PLoS One 2023; 18:e0290242. [PMID: 37624800 PMCID: PMC10456189 DOI: 10.1371/journal.pone.0290242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Accepted: 08/06/2023] [Indexed: 08/27/2023] Open
Abstract
BACKGROUND The occurrence of variations in routine hematological parameters is closely associated with disease progression, the development of severe illness, and the mortality rate among COVID-19 patients. This study aimed to investigate hematological parameters in COVID-19 hospitalized patients from the 1st to the 5th waves of the current pandemic. METHODS This cross-sectional study included a total of 1501 hospitalized patients with laboratory-confirmed COVID-19 based on WHO criteria, who were admitted to Shahid Sadoughi Hospital (SSH) in Yazd, Iran, from February 2020 to September 2021. Throughout, we encountered five COVID-19 surge waves. In each wave, we randomly selected approximately 300 patients and categorized them based on infection severity during their hospitalization, including partial recovery, full recovery, and death. Finally, hematological parameters were compared based on age, gender, pandemic waves, and outcomes using the Mann-Whitney U and Kruskal-Wallis tests. RESULTS The mean age of patients (n = 1501) was 61.1±21.88, with 816 (54.3%) of them being men. The highest mortality in this study was related to the third wave of COVID-19 with 21.3%. There was a significant difference in all of the hematological parameters, except PDW, PLT, and RDW-CV, among pandemic waves of COVID-19 in our population. The highest rise in the levels of MCV and RDW-CV occurred in the 1st wave, in the 2nd wave for lymphocyte count, MCHC, PLT count, and RDW-SD, in the 3rd wave for WBC, RBC, neutrophil count, MCH, and PDW, and in the 4th wave for Hb, Hct, and ESR (p < 0.01). The median level of Hct, Hb, RBC, and ESR parameters were significantly higher, while the mean level of lymphocyte and were lower in men than in women (p < 0.001). Also, the mean neutrophil in deceased patients significantly was higher than in those with full recovered or partial recovery (p < 0.001). CONCLUSION The findings of our study unveiled notable variations in hematological parameters across different pandemic waves, gender, and clinical outcomes. These findings indicate that the behavior of different strains of the COVID-19 may differ across various stages of the pandemic.
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Affiliation(s)
- Javad Charostad
- Department of Microbiology, Faculty of Medicine, Shahid-Sadoughi University of Medical Sciences, Yazd, Iran
- Student Research Committee, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Mohammad Rezaei Zadeh Rukerd
- Gastroenterology and Hepatology Research Center, Institute of Basic and Clinical Physiology Sciences, Kerman University of Medical Sciences, Kerman, Iran
| | - Azadeh Shahrokhi
- Department of Physiology and Pharmacology, Afzalipour School of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Faezeh Afkhami Aghda
- Student Research Committee, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Yaser ghelmani
- Department of Internal Medicine, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
- Clinical Research Development Center of Shahid Sadoughi Hospital, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Pouria Pourzand
- Department of Emergency Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Sara Pourshaikhali
- Pathology and Stem Cell Research Center, Kerman University of Medical Sciences, Kerman, Iran
| | - Shahriar Dabiri
- Department of Pathology, Afzalipour Faculty of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Azam dehghani
- Department of Medical Virology, School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Akram Astani
- Department of Microbiology, Faculty of Medicine, Shahid-Sadoughi University of Medical Sciences, Yazd, Iran
- Student Research Committee, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Mohsen Nakhaie
- Gastroenterology and Hepatology Research Center, Institute of Basic and Clinical Physiology Sciences, Kerman University of Medical Sciences, Kerman, Iran
| | - Ehsan Kakavand
- Department of Virology, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
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Hsiao YC, Shen PY, Wong LT, Chan MC, Chao WC. The Association Between Absolute Lymphocyte Count and Long-Term Mortality in Critically Ill Medical Patients: Propensity Score-Based Analyses. Int J Gen Med 2023; 16:3665-3675. [PMID: 37637708 PMCID: PMC10460208 DOI: 10.2147/ijgm.s424724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 08/17/2023] [Indexed: 08/29/2023] Open
Abstract
Objective Absolute lymphocyte count (ALC) has been implicated with short-term outcomes in a number of diseases, and we aimed to investigate the association between week-one ALC and long-term mortality in patients who were admitted to the medical intensive care units (ICUs). Methods We enrolled patients who were admitted to the medical ICUs at the Taichung Veterans General Hospital, a referral centre located in central Taiwan, between 2015 and 2020 to conduct this retrospective cohort study. The outcome of interest was long-term all-cause mortality, and hazard ratios (HRs) with 95% confidence intervals (CIs) were calculated to determine the association. Furthermore, we employed propensity score-matching (PSM) and weighting techniques, consisting of inverse probability of treatment weighting (IPTW) and covariate balancing propensity score (CBPS), to confirm the association between ALC and mortality. Results A total of 5722 critically ill patients were enrolled, and the one-year mortality was 44.8%. The non-survivor group had a lower ALC (1549, 1027-2388 vs 1948, 1373-2743 counts/μL, p<0.01) compared with those in the survivor group. Cox regression showed that low ALC was independently associated with mortality (adjHR 1.091, 95% CI 1.050-1.134). Propensity score-based analyses demonstrated the robust association, with adjHRs in the original, PSM, IPTW, and CBPS populations of 1.327 (95% CI 1.224-1.438), 1.301 (95% CI 1.188-1.424), 1.292 (95% CI 1.186-1.407), and 1.297 (95% CI 1.191-1.412), respectively. Sensitivity analyses further showed that the association between low ALC and mortality existed in a dose-response manner. Conclusion We found that low ALC was associated with long-term mortality in critically ill patients; further studies are warranted to validate and translate these findings into clinical utility.
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Affiliation(s)
- Yi-Chun Hsiao
- Division of Chest Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Pei-Yi Shen
- Division of Chest Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Li-Ting Wong
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Ming-Cheng Chan
- Department of Critical Care Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Wen-Cheng Chao
- Department of Critical Care Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
- Big Data Center, Chung Hsing University, Taichung, Taiwan
- Department of Automatic Control Engineering, Feng Chia University, Taichung, Taiwan
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Moradi Haghgoo J, Torkzaban P, Farhadian M, Moosavi Sedeh SA. Association between the severity of periodontitis, COVID-19, C-reactive protein and interleukin-6 levels in hospitalized patients: a case‒control study. BMC Oral Health 2023; 23:556. [PMID: 37568161 PMCID: PMC10422752 DOI: 10.1186/s12903-023-03270-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 07/31/2023] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND The COVID-19 pandemic is perhaps one of the most important events of the 21st century. Periodontitis is one of the most prevalent diseases of the oral cavity. Due to possible pathways of interaction between these two diseases, we investigated their association. METHODS The study population consisted of hospitalized patients with established COVID-19 diagnoses. Patients with mild to moderate COVID-19 were considered controls, while cases had severe to critical COVID-19. Periodontal examination and serum and saliva sampling were performed for each patient. Relevant medical data were extracted from patients' hospital files. RESULTS Of the enrolled patients, 122 were included in the statistical analyses. The severity of periodontitis was directly and significantly correlated with the severity of COVID-19 (P < 0.001). Patients with generalized stage III or IV periodontitis displayed an adjusted odds ratio of 4.24 for severe to critical COVID-19. Salivary and serum interleukin-6 levels were significantly associated with COVID-19 severity (P values: 0.002 and 0.004, respectively). Hospitalization length was significantly associated with the severity of periodontitis (P = 0.004). Clinical attachment level and gingival index were associated with increased odds for adverse events (P values: 0.004 and 0.035, respectively), while number of remaining teeth was associated with decreased odds for adverse events (P = 0.023). CONCLUSIONS This study showed that the severity of periodontitis is associated with the severity of COVID-19. This association might manifest as increased odds of adverse events. COVID-19 severity was associated with higher levels of salivary and serum interleukin-6 levels.
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Affiliation(s)
- Janet Moradi Haghgoo
- Department of Periodontics, School of Dentistry, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Parviz Torkzaban
- Department of Periodontics, School of Dentistry, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Maryam Farhadian
- Department of Biostatistics, School of Public Health and Research Center for Health Sciences, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Sayed Ali Moosavi Sedeh
- Department of Periodontics, School of Dentistry, Hamadan University of Medical Sciences, Hamadan, Iran.
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Gong S, Ma R, Zhu T, Ge X, Xie R, Tao Q, Shi C. Elevated serum beta-2 microglobulin level predicts short-term poor prognosis of patients with de novo acute omicron variant COVID-19 infection. Front Cell Infect Microbiol 2023; 13:1204326. [PMID: 37520437 PMCID: PMC10373586 DOI: 10.3389/fcimb.2023.1204326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 06/26/2023] [Indexed: 08/01/2023] Open
Abstract
Background The devastating coronavirus disease of 2019 (COVID-2019) epidemic has been declared a public health emergency, resulting in a worldwide pandemic. The omicron variety is the most common epidemic mutant strain in the globe. Serum beta-2 microglobulin (β2-MG) is associated with endothelial cell injury and has value in monitoring the progression of inflammation in infected individuals. Nonetheless, the potential functions of β2-MG in omicron remain elusive. Methods To investigate the prognostic value of serum β2-MG levels at diagnosis, we retrospectively analyzed a cohort of 240 people with omicron. Over the course of 65 days, all patients were monitored, and death was the primary outcome. Patients were allocated to two groups: those with high and low β2-MG levels. The Kaplan-Meier method was used to examine OS, and the log-rank test was used to compare them. Univariate and multivariate Cox hazard models were used to determine the prognostic significance. Results Our results revealed that β2-MG was significantly elevated in omicron. β2-MG levels in severe patients were higher than in mild-to-moderate patients, and the difference was statistically significant. Timely, interleukin-6 (IL-6) and interleukin-10 (IL-10) were observed to be significantly increased in individuals exhibiting elevated levels of β2-MG. In addition, patients exhibiting elevated levels of β2-MG demonstrated a statistically significant decrease in overall survival (OS, P < 0.0001). An elevated β2-MG level (≥4.72 mg/l) was found to be an independent, adverse prognostic factor for OS in omicron patients, according to multivariate Cox proportional hazards regression analysis (P = 0.001). Conclusion Serum β2-MG level at initial diagnosis was significantly correlated with omicron severity and prognosis. Thus, we propose that β2-MG may be an independent poor additional prognostic factor in patients with omicron.
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Affiliation(s)
- Shengping Gong
- Cancer Radiotherapy and Chemotherapy Center, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Ruishuang Ma
- Cancer Radiotherapy and Chemotherapy Center, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Ting Zhu
- Cancer Radiotherapy and Chemotherapy Center, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Xiaoqin Ge
- Cancer Radiotherapy and Chemotherapy Center, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Rongrong Xie
- Cancer Radiotherapy and Chemotherapy Center, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Qingsong Tao
- Cancer Radiotherapy and Chemotherapy Center, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Cong Shi
- Laboratory of Stem Cell Transplantation, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
- Key Laboratory of Precision Medicine for Atherosclerotic Diseases of Zhejiang Province, the First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
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Moradi Haghgoo J, Torkzaban P, Farhadian M, Rabienejad N, Moosavi Sedeh SA. Hematologic tests and their association with the severity of COVID-19 and periodontitis in hospitalized patients: a case-control study. BMC Oral Health 2023; 23:473. [PMID: 37434176 PMCID: PMC10334521 DOI: 10.1186/s12903-023-03208-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 07/06/2023] [Indexed: 07/13/2023] Open
Abstract
BACKGROUND The presence of comorbidities, especially those with a chronic inflammatory nature such as periodontitis, can facilitate COVID-19 progression toward more severe forms. Both of these diseases can affect systemic health and alter hematological test results. In this study, we decided to investigate COVID-19 and periodontitis' possible interaction with these alterations. METHODS Hospitalized patients with a definitive diagnosis of COVID-19 were included. Controls had mild to moderate COVID-19, while cases had severe to critical COVID-19. Periodontal examination was done for each patient. Relevant medical and hematological data were extracted from patient's hospital files. RESULTS A total of 122 patients entered the final analysis. The minimum white blood cell counts were associated with the severity of periodontitis. The interaction between periodontitis and COVID-19 was associated with increased minimum white blood cell counts and decreased platelet counts. COVID-19 severity was associated with increased venous oxygen saturation, prothrombin time, the maximum partial thromboplastin time, the maximum and average urea, the maximum creatinine, the maximum potassium, and lactate dehydrogenase, and decreased sodium levels. CONCLUSIONS Results of this study showed that several blood parameters were associated with periodontitis, COVID-19, or the interaction between them.
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Affiliation(s)
- Janet Moradi Haghgoo
- Department of Periodontics, School of Dentistry, Hamadan University of Medical Sciences, Hamadan, Iran
- Dental Research Center, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Parviz Torkzaban
- Department of Periodontics, School of Dentistry, Hamadan University of Medical Sciences, Hamadan, Iran
- Dental Research Center, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Maryam Farhadian
- Department of Biostatistics, School of Public Health and Research Center for Health Sciences, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Nazli Rabienejad
- Department of Periodontics, School of Dentistry, Hamadan University of Medical Sciences, Hamadan, Iran
- Dental Research Center, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Sayed Ali Moosavi Sedeh
- Department of Periodontics, School of Dentistry, Hamadan University of Medical Sciences, Hamadan, Iran.
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Liontos A, Asimakopoulos AG, Markopoulos GS, Biros D, Athanasiou L, Tsourlos S, Dova L, Rapti IC, Tsiakas I, Ntzani E, Evangelou E, Tzoulaki I, Tsilidis K, Vartholomatos G, Dounousi E, Milionis H, Christaki E. Correlation of Lymphocyte Subpopulations, Clinical Features and Inflammatory Markers during Severe COVID-19 Onset. Pathogens 2023; 12:pathogens12030414. [PMID: 36986336 PMCID: PMC10057940 DOI: 10.3390/pathogens12030414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 02/26/2023] [Accepted: 03/01/2023] [Indexed: 03/08/2023] Open
Abstract
Background: Dysregulation of the immune response in the course of COVID-19 has been implicated in critical outcomes. Lymphopenia is evident in severe cases and has been associated with worse outcomes since the early phases of the pandemic. In addition, cytokine storm has been associated with excessive lung injury and concomitant respiratory failure. However, it has also been hypothesized that specific lymphocyte subpopulations (CD4 and CD8 T cells, B cells, and NK cells) may serve as prognostic markers for disease severity. The aim of this study was to investigate possible associations of lymphocyte subpopulations alterations with markers of disease severity and outcomes in patients hospitalized with COVID-19. Materials/Methods: A total of 42 adult hospitalized patients were included in this study, from June to July 2021. Flow-cytometry was used to calculate specific lymphocyte subpopulations on day 1 (admission) and on day 5 of hospitalization (CD45, CD3, CD3CD8, CD3CD4, CD3CD4CD8, CD19, CD16CD56, CD34RA, CD45RO). Markers of disease severity and outcomes included: burden of disease on CT (% of affected lung parenchyma injury), C-reactive protein and interleukin-6 levels. PO2/FiO2 ratio and differences in lymphocytes subsets between two timepoints were also calculated. Logistic and linear regressions were used for the analyses. All analyses were performed using Stata (version 13.1; Stata Corp, College Station, TX, USA). Results: Higher levels of CD16CD56 cells (Natural Killer cells) were associated with higher risk of lung injury (>50% of lung parenchyma). An increase in CD3CD4 and CD4RO cell count difference between day 5 and day 1 resulted in a decrease of CRP difference between these timepoints. On the other hand, CD45RARO difference was associated with an increase in the difference of CRP levels between the two timepoints. No other significant differences were found in the rest of the lymphocyte subpopulations. Conclusions: Despite a low patient number, this study showed that alterations in lymphocyte subpopulations are associated with COVID-19 severity markers. It was observed that an increase in lymphocytes (CD4 and transiently CD45RARO) resulted in lower CRP levels, perhaps leading to COVID-19 recovery and immune response homeostasis. However, these findings need further evaluation in larger scale trials.
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Affiliation(s)
- Angelos Liontos
- 1st Division of Internal Medicine & Infectious Diseases Unit, University Hospital of Ioannina, Faculty of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Alexandros-George Asimakopoulos
- Clinical and Molecular Epidemiology Unit, Department of Hygiene and Epidemiology, School of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Georgios S. Markopoulos
- Haematology Laboratory, Unit of Molecular Biology and Translational Flow Cytometry, University Hospital of Ioannina, 45110 Ioannina, Greece
| | - Dimitrios Biros
- 1st Division of Internal Medicine & Infectious Diseases Unit, University Hospital of Ioannina, Faculty of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Lazaros Athanasiou
- 1st Division of Internal Medicine & Infectious Diseases Unit, University Hospital of Ioannina, Faculty of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Stavros Tsourlos
- 1st Division of Internal Medicine & Infectious Diseases Unit, University Hospital of Ioannina, Faculty of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Leukothea Dova
- Haematology Laboratory, Unit of Molecular Biology and Translational Flow Cytometry, University Hospital of Ioannina, 45110 Ioannina, Greece
| | - Iro-Chrisavgi Rapti
- 1st Division of Internal Medicine & Infectious Diseases Unit, University Hospital of Ioannina, Faculty of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Ilias Tsiakas
- 1st Division of Internal Medicine & Infectious Diseases Unit, University Hospital of Ioannina, Faculty of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Evangelia Ntzani
- Clinical and Molecular Epidemiology Unit, Department of Hygiene and Epidemiology, School of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Evangelos Evangelou
- Clinical and Molecular Epidemiology Unit, Department of Hygiene and Epidemiology, School of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Ioanna Tzoulaki
- Clinical and Molecular Epidemiology Unit, Department of Hygiene and Epidemiology, School of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Konstantinos Tsilidis
- Clinical and Molecular Epidemiology Unit, Department of Hygiene and Epidemiology, School of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - George Vartholomatos
- Haematology Laboratory, Unit of Molecular Biology and Translational Flow Cytometry, University Hospital of Ioannina, 45110 Ioannina, Greece
| | - Evangelia Dounousi
- Department of Nephrology, University Hospital of Ioannina, Faculty of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Haralampos Milionis
- 1st Division of Internal Medicine & Infectious Diseases Unit, University Hospital of Ioannina, Faculty of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Eirini Christaki
- 1st Division of Internal Medicine & Infectious Diseases Unit, University Hospital of Ioannina, Faculty of Medicine, University of Ioannina, 45110 Ioannina, Greece
- Correspondence: ; Tel.: +30-26-5109-9640
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Scola L, Ferraro D, Sanfilippo GL, De Grazia S, Lio D, Giammanco GM. Age and Cytokine Gene Variants Modulate the Immunogenicity and Protective Effect of SARS-CoV-2 mRNA-Based Vaccination. Vaccines (Basel) 2023; 11:vaccines11020413. [PMID: 36851291 PMCID: PMC9962548 DOI: 10.3390/vaccines11020413] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 02/05/2023] [Accepted: 02/09/2023] [Indexed: 02/16/2023] Open
Abstract
The introduction of anti-SARS-CoV-2 vaccines in late 2020 substantially changed the pandemic picture, inducing effective protection in the population. However, individual variability was observed with different levels of cellular response and neutralizing antibodies. We report data on the impact of age, gender, and 16 single nucleotide polymorphisms (SNPs) of cytokine genes on the anti-SARS-CoV-2 IgG titers measured 31 and 105 days after administration of the second dose of BNT162b2 vaccine to 122 healthy subjects from the health care staff of the Palermo University Hospital, Italy. The higher titers at 31 days were measured in the younger subjects and in subjects bearing T-positive genotypes of IL-1R1 rs2234650 or the GG homozygous genotype of IL-6 rs1800795 SNP. T-positive genotypes are also significantly more common in subjects with higher titers at day 105. In addition, in this group of subjects, the frequency of the CT genotype of IL-4 rs2243250 is higher among those vaccinated with higher titers. Moreover, these SNPs and TNFA rs1800629 are differently distributed in a group of subjects that were found infected by SARS-CoV-2 at day 105 of evaluation. Finally, subjects that were found to be infected by SARS-CoV-2 at day 105 were significantly older than the uninfected subjects. Taken together, these data seem to suggest that age and polymorphisms of key cytokines, which regulate inflammation and humoral immune response, might influence the magnitude of the antibody response to vaccination with BNT162B2, prompting speculation about the possible benefit of a genetic background-based assessment of a personalized approach to the anti-COVID vaccination schedule.
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Affiliation(s)
- Letizia Scola
- Clinical Pathology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), University of Palermo, Corso Tukory, 211, 90134 Palermo, Italy
| | - Donatella Ferraro
- Microbiology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy
| | - Giuseppa Luisa Sanfilippo
- Microbiology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy
| | - Simona De Grazia
- Microbiology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy
| | - Domenico Lio
- Interdepartmental Research Center “Migrate”, University of Palermo, 90133 Palermo, Italy
- Correspondence: ; Tel.: +39-91-6555913
| | - Giovanni Maurizio Giammanco
- Microbiology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy
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Patients with coronavirus disease 2019 characterized by dysregulated levels of membrane and soluble cluster of differentiation 48. Ann Allergy Asthma Immunol 2023; 130:245-253.e9. [PMID: 36280100 PMCID: PMC9596184 DOI: 10.1016/j.anai.2022.10.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 10/13/2022] [Accepted: 10/13/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Coronavirus disease 2019 (COVID-19), caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), can progress into a severe form of acute lung injury. The cosignaling receptor cluster of differentiation 48 (CD48) exists in membrane-bound (mCD48) and soluble (sCD48) forms and has been reported to be implicated in antiviral immunity and dysregulated in several inflammatory conditions. Therefore, CD48 dysregulation may be a putative feature in COVID-19-associated inflammation that deserves consideration. OBJECTIVE To analyze CD48 expression in lung autopsies and peripheral blood leukocytes and sera of patients with COVID-19. The expression of the CD48 ligand 2B4 on the membrane of peripheral blood leukocytes was also assessed. METHODS Twenty-eight lung tissue samples obtained from COVID-19 autopsies were assessed for CD48 expression using gene expression profiling immunohistochemistry (HTG autoimmune panel). Peripheral whole blood was collected from 111 patients with COVID-19, and the expression of mCD48 and of membrane-bound 2B4 was analyzed by flow cytometry. Serum levels of sCD48 were assessed by enzyme-linked immunosorbent assay. RESULTS Lung tissue of patients with COVID-19 showed increased CD48 messenger RNA expression and infiltration of CD48+ lymphocytes. In the peripheral blood, mCD48 was considerably increased on all evaluated cell types. In addition, sCD48 levels were significantly higher in patients with COVID-19, independently of disease severity. CONCLUSION Considering the changes of mCD48 and sCD48, a role for CD48 in COVID-19 can be assumed and needs to be further investigated.
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Liang X, Sun R, Wang J, Zhou K, Li J, Chen S, Lyu M, Li S, Xue Z, Shi Y, Xie Y, Zhang Q, Yi X, Pan J, Wang D, Xu J, Zhu H, Zhu G, Zhu J, Zhu Y, Zheng Y, Shen B, Guo T. Proteomics Investigation of Diverse Serological Patterns in COVID-19. Mol Cell Proteomics 2023; 22:100493. [PMID: 36621767 PMCID: PMC9814280 DOI: 10.1016/j.mcpro.2023.100493] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 11/23/2022] [Accepted: 01/03/2023] [Indexed: 01/07/2023] Open
Abstract
Serum antibodies IgM and IgG are elevated during Coronavirus Disease 2019 (COVID-19) to defend against viral attacks. Atypical results such as negative and abnormally high antibody expression were frequently observed whereas the underlying molecular mechanisms are elusive. In our cohort of 144 COVID-19 patients, 3.5% were both IgM and IgG negative, whereas 29.2% remained only IgM negative. The remaining patients exhibited positive IgM and IgG expression, with 9.3% of them exhibiting over 20-fold higher titers of IgM than the others at their plateau. IgG titers in all of them were significantly boosted after vaccination in the second year. To investigate the underlying molecular mechanisms, we classed the patients into four groups with diverse serological patterns and analyzed their 2-year clinical indicators. Additionally, we collected 111 serum samples for TMTpro-based longitudinal proteomic profiling and characterized 1494 proteins in total. We found that the continuously negative IgM and IgG expression during COVID-19 were associated with mild inflammatory reactions and high T cell responses. Low levels of serum IgD, inferior complement 1 activation of complement cascades, and insufficient cellular immune responses might collectively lead to compensatory serological responses, causing overexpression of IgM. Serum CD163 was positively correlated with antibody titers during seroconversion. This study suggests that patients with negative serology still developed cellular immunity for viral defense and that high titers of IgM might not be favorable to COVID-19 recovery.
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Affiliation(s)
- Xiao Liang
- Fudan University, Shanghai, China; Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China; Center for Infectious Disease Research, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China; Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Rui Sun
- Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China; Center for Infectious Disease Research, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China; Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Jing Wang
- Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University, Linhai, Zhejiang, China
| | - Kai Zhou
- Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University, Linhai, Zhejiang, China
| | - Jun Li
- Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University, Linhai, Zhejiang, China
| | - Shiyong Chen
- Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University, Linhai, Zhejiang, China
| | - Mengge Lyu
- Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China; Center for Infectious Disease Research, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China; Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Sainan Li
- Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China; Center for Infectious Disease Research, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China; Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Zhangzhi Xue
- Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China; Center for Infectious Disease Research, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China; Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Yingqiu Shi
- Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China; Center for Infectious Disease Research, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China; Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Yuting Xie
- Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China; Center for Infectious Disease Research, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China; Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Qiushi Zhang
- Westlake Omics (Hangzhou) Biotechnology Co., Ltd, Hangzhou, Zhejiang, China
| | - Xiao Yi
- Westlake Omics (Hangzhou) Biotechnology Co., Ltd, Hangzhou, Zhejiang, China
| | - Juan Pan
- Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University, Linhai, Zhejiang, China
| | - Donglian Wang
- Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University, Linhai, Zhejiang, China
| | - Jiaqin Xu
- Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University, Linhai, Zhejiang, China
| | - Hongguo Zhu
- Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University, Linhai, Zhejiang, China
| | - Guangjun Zhu
- Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University, Linhai, Zhejiang, China
| | - Jiansheng Zhu
- Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University, Linhai, Zhejiang, China
| | - Yi Zhu
- Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China; Center for Infectious Disease Research, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China; Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China; Westlake Omics (Hangzhou) Biotechnology Co., Ltd, Hangzhou, Zhejiang, China
| | - Yufen Zheng
- Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University, Linhai, Zhejiang, China.
| | - Bo Shen
- Taizhou Hospital of Zhejiang Province affiliated to Wenzhou Medical University, Linhai, Zhejiang, China.
| | - Tiannan Guo
- Fudan University, Shanghai, China; Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China; Center for Infectious Disease Research, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China; Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China.
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Adherence to the Mediterranean Diet Association with Serum Inflammatory Factors Stress Oxidative and Appetite in COVID-19 Patients. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:medicina59020227. [PMID: 36837428 PMCID: PMC9968085 DOI: 10.3390/medicina59020227] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Revised: 01/18/2023] [Accepted: 01/22/2023] [Indexed: 01/27/2023]
Abstract
Background and Objectives: The Mediterranean diet's bioactive components are suggested to strengthen the immune system and to exert anti-inflammatory actions. This study investigated the association between adherence to the Mediterranean diet with serum inflammatory factors, total antioxidant capacity, appetite, and symptoms of COVID-19 patients. Materials and Methods: This cross-sectional study was conducted among 600 Iranian COVID-19 patients selected by a simple random method. The ten-item Mediterranean diet adherence questionnaire was used to assess diet adherence. At the beginning of the study, 5 cc of blood was taken from all patients for measurement of serum interleukin 1β) IL-1β), tumor necrosis factor (TNF-α), malondialdehyde (MDA), high sensitivity C-reactive protein (hs-CRP) and total antioxidant capacity (TAC). A human ELISA kit with serial number 950.090.096 produced by the Diaclone Company was used to test this cytokine using the sandwich ELISA method. Results: One hundred and five patients presented a high adherence and 495 patients presented a low adherence to the Mediterranean diet. The incidence of fever, cough, diarrhea, taste changes, and pneumonia severity index were significantly lower in patients who adhered to the Mediterranean diet more than other patients. Serum levels of tumor necrosis factor (5.7 ± 2.1 vs. 6.9 ± 2.8 p = 0.02), interleukin 1 beta (3.2 ± 0.02 vs. 4.9 ± 0.01 p = 0.02), high-sensitivity C-reactive protein (17.08 ± 4.2 vs. 19.8 ± 2.5 p = 0.03), and malondialdehyde (5.7 ± 0.2 vs. 6.2 ± 0.3 p = 0.02) were significantly lower in patients who adhered more to the Mediterranean diet than other patients. Conclusion: The Mediterranean diet can improve the symptoms and elevated serum inflammatory factors in COVID-19 patients, so clinical trial studies are suggested to confirm this effect.
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Petrusevska M, Zendelovska D, Atanasovska E, Spasovska K, Grozdanovski K, Stojanovska S, Panovska Stavridis I, Eftimov A. Interplay between lymphocyte subpopulation, inflammatory cytokines and their correlation with oxidative stress parameters in COVID-19. ITALIAN JOURNAL OF MEDICINE 2023. [DOI: 10.4081/itjm.2022.1543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Our objective was to investigate the inflammatory and oxidative stress markers in patients with moderate and severe form of COVID-19. In addition, we show the correlation between changes in lymphocyte subsets and markers of oxidative stress as a tool for patient classification. IL-6 and VEGF were analysed by utilizing a High Sensitivity Evidence Investigator™ Biochip Array technology. The total antioxidant capacity (PAT) and the free radical concentrations (d-ROM) were measured in serum utilizing analytical photometric system FRAS5. Peripheral blood was used to determine CD45 + mononuclear, B, T, and NK cells using a multi-parameter flow cytometric immunophenotypic test.
Statistically significant differences in IL-6 and VEGF levels were observed between the two patient groups. Decreased values of the absolute number of lymphocytes and their CD4 + and CD8 + positive T cells, NK cells, and CD8 were obtained. In the moderate group, good correlations were found between IL-6 and VEGF and NK cells (r = 0.6973, p <0.05; for IL6 and r = 0.6498, p <0, for VEGF. 05). Cytokines were correlated with CD45+ (r = 0.5610, p <0.05; for IL-6 and r = 0.5462, p <0.05 for VEGF). The oxidative stress index can be used as a cheaper alternative and as a triage tool between severe and moderate illnesses, after showing good correlation with more expensive patient classification analysis.
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Filgueira TO, Carvalho PRC, de Sousa Fernandes MS, Castoldi A, Teixeira AM, de Albuquerque RB, de Lima-Filho JL, Souto FO. The impact of supervised physical exercise on chemokines and cytokines in recovered COVID-19 patients. Front Immunol 2023; 13:1051059. [PMID: 36685603 PMCID: PMC9846636 DOI: 10.3389/fimmu.2022.1051059] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 12/09/2022] [Indexed: 01/06/2023] Open
Abstract
COVID-19 is an infectious disease caused by the SARS-CoV-2 virus, which induces a high release of pro-inflammatory chemokines and cytokines, leading to severe systemic disorders. Further, evidence has shown that recovered COVID-19 patients still have some symptoms and disorders from COVID-19. Physical exercise can have many health benefits. It is known to be a potent regulator of the immune system, which includes frequency, intensity, duration, and supervised by a professional. Given the confinement and social isolation or hospitalization of COVID-19 patients, the population became sedentary or opted for physical exercise at home, assuming the guarantee of the beneficial effects of physical exercise and reducing exposure to SARS-CoV-2. This study aimed to investigate the effects of a supervised exercise protocol and a home-based unsupervised exercise protocol on chemokine and cytokine serum levels in recovered COVID-19 patients. This study was a prospective, parallel, two-arm clinical trial. Twenty-four patients who had moderate to severe COVID-19 concluded the intervention protocols of this study. Participants were submitted to either supervised exercise protocol at the Clinical Hospital of the Federal University of Pernambuco or home-based unsupervised exercise for 12 weeks. We analyzed serum levels of chemokines (CXCL8/IL-8, CCL5/RANTES, CXCL9/MIG, CCL2/MCP-1, and CXCL10/IP-10) and cytokines (IL-2, IL-4, IL-6, IL-10, IL-17A, TNF-α, and IFN-γ). Before the interventions, no significant differences were observed in the serum levels of chemokines and cytokines between the supervised and home-based unsupervised exercise groups. The CXCL8/IL-8 (p = 0.04), CCL2/MCP-1 (p = 0.03), and IFN-γ (p = 0.004) levels decreased after 12 weeks of supervised exercise. In parallel, an increase in IL-2 (p = 0.02), IL-6 (p = 0.03), IL-4 (p = 0.006), and IL-10 (p = 0.04) was observed after the supervised protocol compared to pre-intervention levels. No significant differences in all the chemokines and cytokines were found after 12 weeks of the home-based unsupervised exercise protocol. Given the results, the present study observed that supervised exercise was able to modulate the immune response in individuals with post-COVID-19, suggesting that supervised exercise can mitigate the inflammatory process associated with COVID-19 and its disorders. Clinical trial registration https://ensaiosclinicos.gov.br/rg/RBR-7z3kxjk, identifier U1111-1272-4730.
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Affiliation(s)
- Tayrine Ordonio Filgueira
- Postgraduate Program in Biology Applied to Health, Center of Biosciences, Federal University of Pernambuco, Recife, Brazil
| | | | - Matheus Santos de Sousa Fernandes
- Postgraduate Program in Neuropsychiatry and Behavioral Sciences, Center of Medical Sciences, Federal University of Pernambuco, Recife, Brazil
| | - Angela Castoldi
- Postgraduate Program in Biology Applied to Health, Center of Biosciences, Federal University of Pernambuco, Recife, Brazil
- Keizo Asami Institute, Federal University of Pernambuco, Recife, Brazil
- Life Sciences Center, Agreste Academic Center, Federal University of Pernambuco, Caruaru, Brazil
| | - Ana Maria Teixeira
- Faculty of Sport Sciences and Physical Education, Research Center for Sport and Physical Activity, University of Coimbra, Coimbra, Portugal
| | - Renata Bezerra de Albuquerque
- Postgraduate Program in Biology Applied to Health, Center of Biosciences, Federal University of Pernambuco, Recife, Brazil
| | - José Luiz de Lima-Filho
- Postgraduate Program in Biology Applied to Health, Center of Biosciences, Federal University of Pernambuco, Recife, Brazil
- Keizo Asami Institute, Federal University of Pernambuco, Recife, Brazil
| | - Fabrício Oliveira Souto
- Postgraduate Program in Biology Applied to Health, Center of Biosciences, Federal University of Pernambuco, Recife, Brazil
- Keizo Asami Institute, Federal University of Pernambuco, Recife, Brazil
- Life Sciences Center, Agreste Academic Center, Federal University of Pernambuco, Caruaru, Brazil
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The Value of Interleukin-17A as a Prognostic Indicator in COVID-19 Patients. Jundishapur J Microbiol 2023. [DOI: 10.5812/jjm-130316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Background: SARS-CoV-2 infections (COVID-19) first occurred in Wuhan, China, in December 2019 and spread worldwide, causing significant mortality and morbidity. IL-17A may mediate numerous immunopathological effects secondary to cytokine release syndrome during SARS-CoV-2 infection. However, there has not been enough research on its effect on prognosis. Objectives: This study evaluated the predictive power of serum interleukin (IL)-17A level as a prognostic marker in COVID-19. Methods: The study included 152 patients diagnosed with COVID-19 by real-time polymerase chain reaction analysis of nasopharyngeal swab samples in the infectious diseases department and intensive care unit of our hospital between October 1 and December 31, 2020. The control group consisted of 40 asymptomatic healthcare workers who had negative RT-PCR results during routine COVID-19 screening in our hospital. Samples were collected in anticoagulant-free tubes and left at room temperature for 30 minutes. Afterward, it was centrifuged at 1000 × g for 15 minutes at 4°C per the instructions provided with the enzyme-linked immunoassay (ELISA) kit. Serum IL-17A levels were measured using the Human Interleukin 17A ELISA Kit. Results: Serum IL-17A levels were significantly higher in COVID-19 patients than in controls (P < 0.001). IL-17A levels increased significantly in association with disease severity in patients with the moderate, severe, and critical disease, with a less pronounced difference between severe and critical patients (moderate vs. severe, P < 0.001; severe vs. critical, P = 0.048). IL-17A levels at hospital admission and day 7 were significantly higher in non-surviving patients (P < 0.001). At a cut-off value of 210.25 ng/L, IL-17A at admission had a predictive power of 0.792 (P < 0.001). Compared to baseline, IL-17A values on day seven were significantly increased in non-survivors (P = 0.004) and decreased in survivors (P = 0.014). An increase of 26.17 ng/L or more on day 7 had a predictive mortality power of 0.634 (P = 0.005). Conclusions: The results of this study suggest that IL-17A, an important part of the immune system previously shown to be useful in the treatment and follow-up of COVID-19, may also help predict mortality in COVID-19 patients.
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Ghulam U, Nazim F, Farooqui N, Rizwan-ul-Hasan S, Anwar MF, Ahmed K, Jamal A, Kayani HA, Mughal N, Hussain A, Sarria-Santamera A, Abidi SH. Analysis of differential gene expression of pro-inflammatory cytokines in the nasopharyngeal milieu of mild & severe COVID-19 cases. PLoS One 2022; 17:e0279270. [PMID: 36584119 PMCID: PMC9803207 DOI: 10.1371/journal.pone.0279270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 12/02/2022] [Indexed: 12/31/2022] Open
Abstract
INTRODUCTION A subset of individuals with COVID-19 can suffer from a severe form of the disease requiring breathing support for respiratory failure and even death due to disease complications. COVID-19 disease severity can be attributed to numerous factors, where several studies have associated changes in the expression of serum pro-inflammatory cytokines with disease severity. However, very few studies have associated the changes in expression of pro-inflammatory changes in the nasopharyngeal milieu with disease severity. Therefore, in the current study, we performed differential gene expression analysis of various pro-inflammatory cytokines in the nasopharyngeal milieu of mild & severe COVID-19 cases. MATERIAL AND METHOD For this retrospective, cross-sectional study, a total of 118 nasopharyngeal swab samples, previously collected from mild and severe (based on the WHO criteria) COVID-19 patients were used. A real-time qPCR was performed to determine the viral loads and also evaluate the mRNA expression of eight cytokines (IL-1, IL-2, IL-4, IL-6, IL-10, IFN-γ, TGF-β1, and TNF-α). Subsequently, an unpaired T-test was applied to compare the statistical difference in mean expression of viral loads and each cytokine between the mild and severe groups, while the Pearson correlation test was applied to establish a correlation between disease severity, viral load, and cytokines expression. Similarly, a multivariable logistic regression analysis was performed to assess the relationship between different variables from the data and disease severity. RESULTS Out of 118 samples, 71 were mild, while 47 were severe. The mean viral load between the mild and severe groups was comparable (mild group: 27.07± 5.22; severe group: 26.37 ±7.89). The mRNA expression of cytokines IL-2, IL-6, IFN- γ, and TNF-α was significantly different in the two groups (p<0.05), where the Log2 normalized expression of IL-2, IL-6, IFN- γ, and TNF-α was found to be 2.2-, 16-, 2.3-, and 1.73-fold less in the severe group as compared to the mild group. Furthermore, we also observed a significant positive correlation between all the cytokines in the severe group. The multivariate analysis showed a significant relationship between age, IL-6, and disease severity. CONCLUSION This decreased expression of certain cytokines (IL-2, IL-6, TNF-α, and IFN-γ) in the nasopharyngeal milieu may be considered early biomarkers for disease severity in COVID-19 patients.
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Affiliation(s)
- Unzela Ghulam
- Department of Biosciences, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Karachi, Pakistan
| | - Fizza Nazim
- Department of Biosciences, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Karachi, Pakistan
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
| | - Nida Farooqui
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
| | | | - Muhammad Faraz Anwar
- Department of Biochemistry, Bahria University Medical & Dental College, Karachi, Pakistan
| | - Khalid Ahmed
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
| | - Abid Jamal
- Cancer Foundation Hospital, Karachi, Pakistan
| | - Hammad Afzal Kayani
- Department of Biosciences, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Karachi, Pakistan
| | - Nouman Mughal
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
- Department of Surgery, Aga Khan University, Karachi, Pakistan
| | - Azhar Hussain
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
| | | | - Syed Hani Abidi
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
- Department of Biomedical Sciences, Nazarbayev University School of Medicine, Astana, Kazakhstan
- * E-mail:
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Bioinformatics analysis reveals molecular connections between non-alcoholic fatty liver disease (NAFLD) and COVID-19. J Cell Commun Signal 2022; 16:609-619. [PMID: 35525888 PMCID: PMC9078374 DOI: 10.1007/s12079-022-00678-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 03/31/2022] [Indexed: 12/15/2022] Open
Abstract
The ongoing coronavirus disease 2019 (COVID-19) pandemic caused by SARS-CoV-2 has devastatingly impacted people's lives. Non-alcoholic fatty liver disease (NAFLD) is fatal comorbidity of COVID-19 seen with potential risk factors to develop severe symptoms. This research focuses on determining and elucidating the molecular factors and connections that might contribute to the severity of SARS-CoV-2 infection in NAFLD patients. Here, we comprehensively inspected the genes involved in NAFLD and SARS-CoV-2 entry factors (SCEFs) found by searching through the DisGeNet database and literature review, respectively. Further, we identified the SCEFs-related proteins through protein-protein interaction (PPI) network construction, MCODE, and Cytohubba. Next, the shared genes involved in NAFLD and SARS-CoV-2 entry, and hub gene were determined, followed by the GO and KEGG pathways analysis. X2K database was used to construct the upstream regulatory network of hub genes, as well as to identify the top ten candidates of transcription factors (TFs) and protein kinases (PKs). PPI analysis identified connections between 4 top SCEFs, including ACE, ADAM17, DPP4, and TMPRSS2 and NAFLD-related genes such as ACE, DPP4, IL-10, TNF, and AKT1. GO and KEGG analysis revealed the top ten biological processes and pathways, including cytokine-mediated signaling, PI3K-Akt, AMPK, and mTOR signaling pathways. The upstream regulatory network revealed that AKT1 and MAPK14 as important PKs and HIF1A and SP1 as important TFs associated with AKT1, IL-10, and TNF. The molecular connections identified between COVID-19 and NAFLD may shed light on discovering the causes of the severity of SARS-CoV-2 infected NAFLD patients.
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Abuelazm M, Ghanem A, Awad AK, Farahat RA, Labieb F, Katamesh BE, Abdelazeem B. The Effect of Nitazoxanide on the Clinical Outcomes in Patients with COVID-19: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Clin Drug Investig 2022; 42:1031-1047. [PMID: 36315350 PMCID: PMC9628625 DOI: 10.1007/s40261-022-01213-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/09/2022] [Indexed: 12/03/2022]
Abstract
BACKGROUND AND OBJECTIVE Nitazoxanide, a US Food and Drug Administration-approved antiparasitic agent, was reported to be effective in treating coronavirus disease 2019 (COVID-19). The lack of effective and precise treatments for COVID-19 infection earlier in the pandemic forced us to depend on symptomatic, empirical, and supportive therapy, which overburdened intensive care units and exhausted hospital resources. Therefore, the aim of this systematic review and meta-analysis was to assess the efficacy and safety of nitazoxanide for COVID-19 treatment. METHODS A systematic review and meta-analysis synthesizing relevant randomized controlled trials from six databases (MedRxiv, WOS, SCOPUS, EMBASE, PubMed, and CENTRAL) until 17 May 2022 was conducted. Risk ratio (RR) for dichotomous outcomes was used and data with a 95% confidence interval (CI) are presented. The protocol was registered in PROSPERO with ID: CRD42022334658. RESULTS Six randomized controlled trials with 1412 patients were included in the analysis. Nitazoxanide was effective in accelerating viral clearance compared with placebo (RR: 1.30 with 95% CI 1.08, 1.56, p = 0.006) and reducing oxygen requirements (RR: 0.48 with 95% CI 0.39, 0.59, p = 0.00001), but we found no difference between nitazoxanide and placebo in improving clinical resolution (RR: 1.01 with 95% CI 0.94, 1.08, p = 0.88), reducing the mortality rate (RR: 0.88 with 95% CI 0.4, 1.91, p = 0.74), and intensive care unit admission (RR: 0.69 with 95% CI 0.43, 1.13, p = 0.14). Moreover, nitazoxanide was as safe as placebo (RR: 0.9 with 95% CI 0.72, 1.12, p = 0.34). CONCLUSIONS Compared with placebo, nitazoxanide was effective in expediting viral clearance and decreasing oxygen requirements. However, there was no difference between nitazoxanide and placebo regarding clinical response, all-cause mortality, and intensive care unit admission. Therefore, more large-scale studies are still needed to ascertain the clinical applicability of nitazoxanide in COVID-19.
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Affiliation(s)
| | - Ahmed Ghanem
- Cardiology Department, The Lundquist Institute, Torrance, CA, USA
| | - Ahmed K Awad
- Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | | | - Fatma Labieb
- Faculty of Medicine, Beni-Suef University, Beni-Suef, Egypt
| | | | - Basel Abdelazeem
- Department of Internal Medicine, McLaren Health Care, Flint, MI, USA
- Department of Internal Medicine, Michigan State University, East Lansing, MI, USA
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Pineda E, Singh J, Pineda MV, Umanzor JG, Baires F, Benitez LG, Burgos C, Sekhon AK, Crisp N, Lewis AS, Radwanski J, Bermudez M, Barjun KS, Diaz O, Palou E, Escalante RE, Hernandez CI, Stevens ML, Eberhard D, Sierra M, Alvarado T, Videa O, Sierra-Hoffman M, Valerio-Pascua F. Impact of fluvoxamine on outpatient treatment of COVID-19 in Honduras in a prospective observational real-world study. Front Pharmacol 2022; 13:1054644. [PMID: 36532727 PMCID: PMC9748291 DOI: 10.3389/fphar.2022.1054644] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 11/02/2022] [Indexed: 09/06/2023] Open
Abstract
Background: The COVID-19 pandemic has impacted millions of lives globally. While COVID-19 did not discriminate against developed or developing nations, it has been a significant challenge for third world countries like Honduras to have widespread availability of advanced therapies. The concept of early treatment was almost unheard of when early outpatient treatments utilizing repurposed drugs in Latin American countries began showing promising results. One such drug is fluvoxamine, which has shown tremendous potential in two major studies. As a direct result, fluvoxamine was added to the standard of care in a major medical center outpatient COVID-19 clinic. Methods: This is a prospective observational study performed at the Hospital Centro Médico Sampedrano (CEMESA) in San Pedro Sula, Cortes, Honduras in the COVID-19 outpatient clinic. All patients were at least 15 years of age who had presented with mild or moderate signs and symptoms of COVID-19, and who also had a documented positive SARS-CoV-2 antigen or Reverse Transcription Polymerase Chain Reaction (RT-PCR) were included in the study. These patients then were all prescribed fluvoxamine. The cohort of patients who decided to take fluvoxamine were compared for primary endpoints of mortality and hospitalization risk to the cohort who did not take fluvoxamine. Patients were then monitored for 30 days with the first follow up at 7 days and the second follow up at 10-14 days of symptom onset. Categorical variables were compared by Pearson Chi-square test. The Relative risk was calculated using regression models. Continuous variables were compared by t-test and Wilcoxon rank-sum tests. Results: Out of total 657 COVID-19 cases, 594 patients took fluvoxamine and 63 did not take fluvoxamine. A total of five patients (0.76 percent) died, with only one death occurring in the fluvoxamine group. Patients who received fluvoxamine had a significantly lower relative risk of mortality (RR 0.06, p 0.011, 95% CI 0.007-0.516). There was a lower relative risk of hospitalization in the patients who in the fluvoxamine group. (-10 vs. 30 hospitalizations, RR 0.49, p = 0.035, 95% CI 0.26-0.95). There was 73 percent reduction in relative risk of requiring oxygen in the fluvoxamine group (RR 0.27, p < 0.001, 95% CI 0.14-0.54 Mean lymphocytes count on the first follow-up visit was significantly higher in the fluvoxamine group (1.72 vs. 1.38, Δ 0.33, p 0.007, CI 0.09-0.58). Conclusion: The results of our study suggest that fluvoxamine lowers the relative risk of death, hospitalization, and oxygen requirement in COVID 19 patients.
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Affiliation(s)
- Estela Pineda
- Department of Internal Medicine Hospital CEMESA, San Pedro Sula, Honduras
| | - Jarmanjeet Singh
- Department of Cardiovascular Medicine, University of California, Riverside, Riverside, CA, United States
| | - Miguel Vargas Pineda
- Department of Internal Medicine Hospital Mario Catarino Rivas, San Pedro Sula, Honduras
| | - Jose Garay Umanzor
- Department of Obstetrics and Gynecology Hospital Mario Catarino Rivas, San Pedro Sula, Honduras
| | - Fernando Baires
- Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Luis G. Benitez
- Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Cesar Burgos
- Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | | | - Nicole Crisp
- Wound Care Department El Campo Memorial Hospital, El Campo, TX, United States
| | - Anita S. Lewis
- Pharmacy Department El Campo Memorial Hospital, El Campo, TX, United States
| | - Jana Radwanski
- Pharmacy Department Citizens Hospital, Victoria, TX, United States
| | - Marco Bermudez
- Department of Medicine SBH Health System, Bronx, NY, United States
| | - Karen Sanchez Barjun
- Department of Internal Medicine Hospital Mario Catarino Rivas, San Pedro Sula, Honduras
| | - Oscar Diaz
- Department of Critical Care Hospital Regional del Norte Instituto Hondureño de Seguridad Social, San Pedro Sula, Honduras
| | - Elsa Palou
- Internal Medicine Department, Facultad de Ciencas Médicas, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Rossany E. Escalante
- Department of Medicine, Facultad de Ciencas Médicas, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | | | - Mark L. Stevens
- Research Department, Texas A&M College of Medicine, Detar Family Medicine Residency Program, Victoria, TX, United States
| | - Deke Eberhard
- Research Department, Texas A&M College of Medicine, Detar Family Medicine Residency Program, Victoria, TX, United States
| | - Manuel Sierra
- Universidad Tecnológica Centroamericana, Tegucigalpa, Honduras
| | - Tito Alvarado
- Infectiology Department, Facultad de Ciencias Médicas, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Omar Videa
- Clínica de Atención Medica Integral CAMI, Tegucigalpa, Honduras
| | - Miguel Sierra-Hoffman
- Research and Infectious Disease Department, Texas A&M College of Medicine, Detar Family Medicine Residency Program, Victoria, TX, United States
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Pelisek J, Reutersberg B, Greber UF, Zimmermann A. Vascular dysfunction in COVID-19 patients: update on SARS-CoV-2 infection of endothelial cells and the role of long non-coding RNAs. Clin Sci (Lond) 2022; 136:1571-1590. [PMID: 36367091 PMCID: PMC9652506 DOI: 10.1042/cs20220235] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 10/13/2022] [Accepted: 10/14/2022] [Indexed: 08/16/2023]
Abstract
Although COVID-19 is primarily a respiratory disease, it may affect also the cardiovascular system. COVID-19 patients with cardiovascular disorder (CVD) develop a more severe disease course with a significantly higher mortality rate than non-CVD patients. A common denominator of CVD is the dysfunction of endothelial cells (ECs), increased vascular permeability, endothelial-to-mesenchymal transition, coagulation, and inflammation. It has been assumed that clinical complications in COVID-19 patients suffering from CVD are caused by SARS-CoV-2 infection of ECs through the angiotensin-converting enzyme 2 (ACE2) receptor and the cellular transmembrane protease serine 2 (TMPRSS2) and the consequent dysfunction of the infected vascular cells. Meanwhile, other factors associated with SARS-CoV-2 entry into the host cells have been described, including disintegrin and metalloproteinase domain-containing protein 17 (ADAM17), the C-type lectin CD209L or heparan sulfate proteoglycans (HSPG). Here, we discuss the current data about the putative entry of SARS-CoV-2 into endothelial and smooth muscle cells. Furthermore, we highlight the potential role of long non-coding RNAs (lncRNAs) affecting vascular permeability in CVD, a process that might exacerbate disease in COVID-19 patients.
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Affiliation(s)
- Jaroslav Pelisek
- Department of Vascular Surgery, University Hospital Zürich, Zürich, Switzerland
| | | | - Urs F Greber
- Department of Molecular Life Sciences, University of Zürich, Switzerland
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SeyedAlinaghi S, Karimi A, Mirzapour P, Afroughi F, Noroozi A, Arjmand G, Abshenas S, Pashaei Z, Tantuoyir MM, Dadras O, Qaderi K, Saeidi S, Dehghani S, Shabanzadeh Pirsaraie A, Mehraeen E, Afsahi AM. The relationship between C-reactive protein and levels of various cytokines in patients with COVID-19: A systematic review and correlation analysis. Health Sci Rep 2022; 5:e868. [PMID: 36248353 PMCID: PMC9547116 DOI: 10.1002/hsr2.868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 08/23/2022] [Accepted: 09/16/2022] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION C-reactive protein (CRP) and cytokines levels could alter in patients with coronavirus disease (COVID-19) due to the inflammatory response caused by the virus. This analysis aimed to assess the relationship between the CRP levels and the levels of various cytokines in COVID-19 patients. MATERIALS AND METHODS We searched the databases of PubMed, Cochrane, and Web of Science for relevant articles on May 29th, 2021. Applying the inclusion/exclusion criteria, the retrieved records underwent two-phase screenings; first, a title/abstract screening process, and then, a full-text screening to find the eligible studies. Data for study variables were extracted, including the CRP levels and the levels of all reported cytokines. A strong and significant relationship between Interleukins and CRP was defined as: p ≤ 0.05, 0.7 ≤ r ≤ 1. RESULTS In this study, 103 studies were included for systematic review and correlation analysis. The aggregate mean and SD of study variables were calculated and reported. The correlation between Interleukins and CRP was measured using correlation coefficient (r). It appeared that interleukin (IL)-10 has a moderate and significant relationship with CRP (p ≤ 0.05, r = 0.472). IL-10 predicted almost 10% of CRP changes. CONCLUSION This correlation analysis suggests IL-10 is moderately correlated with CRP levels in patients with COVID-19 infection. A better understanding of the pro-inflammatory markers could contribute to the implementation of therapeutic and preventive approaches. More prospective studies are suggested to explore the relationship between CRP and cytokines as potential markers for the early identification of COVID-19 progression and severity.
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Affiliation(s)
- SeyedAhmad SeyedAlinaghi
- Iranian Research Center for HIV/AIDS, Iranian Institute for Reduction of High Risk BehaviorsTehran University of Medical SciencesTehranIran
| | - Amirali Karimi
- School of MedicineTehran University of Medical SciencesTehranIran
| | - Pegah Mirzapour
- Iranian Research Center for HIV/AIDS, Iranian Institute for Reduction of High Risk BehaviorsTehran University of Medical SciencesTehranIran
| | - Fatemeh Afroughi
- School of MedicineIslamic Azad UniversityTehranIran
- Pars HospitalIran University of Medical SciencesTehranIran
| | | | - Ghazal Arjmand
- Shahid Beheshti University of Medical SciencesTehranIran
| | - Shayan Abshenas
- School of MedicineKashan University of Medical SciencesKashanIran
| | - Zahra Pashaei
- Iranian Research Center for HIV/AIDS, Iranian Institute for Reduction of High Risk BehaviorsTehran University of Medical SciencesTehranIran
| | - Marcarious M. Tantuoyir
- School of MedicineTehran University of Medical SciencesTehranIran
- Biomedical Engineering UnitUniversity of Ghana Medical Center (UGMC)AccraGhana
| | - Omid Dadras
- Iranian Research Center for HIV/AIDS, Iranian Institute for Reduction of High Risk BehaviorsTehran University of Medical SciencesTehranIran
- Department of Global Public Health and Primary Care, Graduate School of MedicineBergen UniversityBergenNorway
| | - Kowsar Qaderi
- Department of Midwifery, School of Nursing and MidwiferyKermanshah University of Medical SciencesKermanshahIran
| | - Solmaz Saeidi
- Department of NursingKhalkhal University of Medical SciencesKhalkhalIran
| | - Soheil Dehghani
- School of MedicineTehran University of Medical SciencesTehranIran
| | | | - Esmaeil Mehraeen
- Department of Health Information TechnologyKhalkhal University of Medical SciencesKhalkhalIran
| | - Amir Masoud Afsahi
- Department of Radiology, School of Medicine, University of CaliforniaSan Diego (UCSD)San DiegoCaliforniaUSA
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