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Ren C, Liu Y, Ding Z, Yang Z, Wan T, Zhang N, Chen J, Feng H, Liu Q. EXPLORING THE POTENTIAL OF BEND7 AS AN IMMUNOMODULATORY BIOMARKER IN SEPSIS THROUGH INTEGRATIVE GENOMIC AND TRANSCRIPTOMIC ANALYSIS. Shock 2025; 63:826-835. [PMID: 39617402 DOI: 10.1097/shk.0000000000002529] [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: 05/16/2025]
Abstract
ABSTRACT Background: Sepsis is a life-threatening condition driven by a dysregulated immune response to infection. Identifying the genetic factors underlying sepsis pathogenesis remains a major challenge in developing effective treatments. Methods: The Summary data-based Mendelian Randomization method was used to integrate Genome-Wide Association Studies and expression quantitative trait loci data to identify sepsis-related genes. These genes were intersected with prognostic gene sets from Gene Expression Omnibus transcriptomic datasets and validated using an independent dataset. Comprehensive single-cell RNA sequencing analysis, including cell clustering, differential expression analysis, cell-cell communication mapping, and pseudotime trajectory analysis, was performed to explore the roles of the identified genes within the sepsis microenvironment. Results: Intersection of Summary data-based Mendelian Randomization and Gene Expression Omnibus gene sets, followed by validation, identified two risk genes and five protective genes as significantly differentially expressed. The risk gene BEND7, predominantly expressed in platelets, was further analyzed using single-cell RNA sequencing, revealing strong interactions with immune cells, particularly monocytes and neutrophils, via the intercellular adhesion molecule signaling pathway. Functional enrichment analysis suggested that BEND7-positive platelets play a role in immune modulation and platelet activation. Conclusion: BEND7 was identified as a platelet-specific gene involved in immune regulation during sepsis. Targeting BEND7-positive platelets may present new therapeutic opportunities in sepsis management.
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Affiliation(s)
- Chao Ren
- Department of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Yuyang Liu
- Department of Neurosurgery, 920th Hospital of Joint Logistics Support Force, Kunming, China
| | - Zhangna Ding
- Department of Intensive Care Unit, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | | | | | | | - Junyi Chen
- Medical School of Chinese People's Liberation Army, Beijing, China
| | - Hui Feng
- Department of Zhantansi Outpatient, Jingzhong Medical District of Chinese People's Liberation Army General Hospital, Beijing, China
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Hu Y, Xu Y, Gao J, Ling B, Pan S, Liu S, Hua T, Yang M. Integrated metabolomics and network pharmacology reveal the mechanisms of Xuebijing in counteracting sepsis-induced myocardial dysfunction. JOURNAL OF ETHNOPHARMACOLOGY 2025; 347:119729. [PMID: 40210177 DOI: 10.1016/j.jep.2025.119729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Revised: 03/11/2025] [Accepted: 03/30/2025] [Indexed: 04/12/2025]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Xuebijing (XBJ) injection is a Traditional Chinese medicine (TCM) injection extracted and prepared using modern TCM formulation techniques. As a widely used treatment for critically ill patients, XBJ injection has shown significant therapeutic effects in clinical applications in China. It plays an indispensable role in sepsis-induced myocardial dysfunction (SIMD). However, its underlying mechanisms require further investigation. OBJECTIVE This study aims to investigate the cardioprotective effects of XBJ in sepsis and to elucidate its underlying mechanisms. METHODS Network pharmacology was used to predict the potential active components and core targets of XBJ against SIMD. Furthermore, animal models were used to verify its pharmacodynamics. Metabolomics was integrated to track the myocardial tissue metabolites from septic rats. Molecular docking, qRT-PCR, Western blot, and immunofluorescence were performed to investigate the mechanisms of action. RESULTS Network pharmacology predicted that the efficacy of XBJ is attributed to 104 active components and 178 targets. Metabolomics of myocardial tissue from CLP rats revealed that the key metabolic pathways included the tricarboxylic acid (TCA) cycle, pyrimidine metabolism, and purine metabolism. Five core active components of XBJ (quercetin, luteolin, rutin, β-sitosterol, and cryptotanshinone) can modulate interleukin-6 (IL-6), epidermal growth factor receptor (EGFR), B-cell lymphoma 2 (BCL2), peroxisome proliferator-activated receptor gamma coactivator 1-alpha (PGC-1α), and hypoxia-inducible factor 1-alpha (HIF-1α). Molecular docking analysis confirmed that the core components of XBJ have a strong affinity for these key targets. Additionally, qRT-PCR, Western blotting, and immunofluorescence results indicated that XBJ can reverse the expression of these targets, ameliorated energy metabolism dysregulation, and alleviated SIMD. CONCLUSION XBJ exerts protective effects in a rat model of sepsis-induced myocardial injury, by modulating energy metabolism pathways that regulate key SIMD-related targets (IL-6, EGFR, BCL2, PGC-1α, and HIF-1α), thereby improving myocardial energy metabolism and alleviating inflammatory responses.
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Affiliation(s)
- Yan Hu
- The Second Department of Intensive Care Unit, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China; The Laboratory of Cardiopulmonary Resuscitation and Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China
| | - Yang Xu
- The Second Department of Intensive Care Unit, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China; The Laboratory of Cardiopulmonary Resuscitation and Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China
| | - Jian Gao
- The Second Department of Intensive Care Unit, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China; The Laboratory of Cardiopulmonary Resuscitation and Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China
| | - Bingrui Ling
- The Second Department of Intensive Care Unit, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China; The Laboratory of Cardiopulmonary Resuscitation and Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China
| | - Sinong Pan
- The Second Department of Intensive Care Unit, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China; The Laboratory of Cardiopulmonary Resuscitation and Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China
| | - Siying Liu
- The Second Department of Intensive Care Unit, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China; The Laboratory of Cardiopulmonary Resuscitation and Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China
| | - Tianfeng Hua
- The Second Department of Intensive Care Unit, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China; The Laboratory of Cardiopulmonary Resuscitation and Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China.
| | - Min Yang
- The Second Department of Intensive Care Unit, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China; The Laboratory of Cardiopulmonary Resuscitation and Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, Anhui, People's Republic of China.
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Chung KP, Chen YH, Chen YJ, Chien JY, Kuo HC, Huang YT, Ruan SY, Lin YL, Chen YF, Keng LT, Kuo LC, Ku SC, Kuo CH, Yu CJ. INCREASED CIRCULATORY KREBS CYCLE METABOLITES IN SEPSIS IS ASSOCIATED WITH INCREASED INTERLEUKIN-6 RELEASE AND WORSE SURVIVAL. Shock 2025; 63:723-732. [PMID: 39836931 DOI: 10.1097/shk.0000000000002550] [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: 01/23/2025]
Abstract
ABSTRACT Objective : Recent studies have proposed that Krebs cycle metabolites may serve as potential biomarkers for prognosis in sepsis. However, whether these metabolites are associated with disease severity and can be applied to improve the effectiveness of current prognosis assessment in sepsis remains unclear and is explored in this study. Methods : This prospective multicenter cohort study was conducted in medical intensive care units (ICUs). From December 2019 to September 2022, consecutive patients admitted to medical ICUs for sepsis were screened and recruited. Plasma samples were obtained for measurements of cytokines and Krebs cycle metabolites, including citrate/isocitrate, cis-aconitate, alpha-ketoglutarate, succinate, fumarate, and malate. Results : In total, 97 patients admitted for sepsis were enrolled in the study. The 28-day mortality rate was 17.5%, and nonsurvivors exhibited significantly increased plasma lactate levels and Sequential Organ Failure Assessment (SOFA) scores. Plasma levels of Krebs cycle metabolites were significantly correlated with both plasma lactate and interleukin-6 levels. Except for citrate/isocitrate, all Krebs cycle metabolites were significantly elevated in patients with acute kidney injury. Multivariate Cox proportional hazard models, adjusted for plasma lactate levels and SOFA scores, revealed that plasma levels of alpha-ketoglutarate (adjusted hazard ratio [HR]: 2.404, P = 0.002), fumarate (adjusted HR: 1.904, P = 0.001) and malate (adjusted HR: 1.327, P = 0.019) were associated with increased risk of 28-day mortality. Conclusions : Study findings indicate that Krebs cycle metabolites, particularly alpha-ketoglutarate, fumarate, and malate, when applied with SOFA score, might enhance prognostic assessment in patients with sepsis.
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Affiliation(s)
| | | | - Yi-Jung Chen
- Department of Laboratory Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Jung-Yien Chien
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Han-Chun Kuo
- NTU Centers of Genomic and Precision Medicine, National Taiwan University, Taipei, Taiwan
| | - Yen-Tsung Huang
- Institute of Statistical Science, Academia Sinica, Taipei, Taiwan
| | - Sheng-Yuan Ruan
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Yu-Li Lin
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Yen-Fu Chen
- Department of Internal Medicine, National Taiwan University Hospital Yunlin Branch, Yunlin, Taiwan
| | - Li-Ta Keng
- Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu, Taiwan
| | - Lu-Cheng Kuo
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Shih-Chi Ku
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
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Rees K, Aicheler R, Butcher L, Dodd A, Geen J, Lynch C, Massey I, Morris K, Tennant B, Webb R. Seasonal variation in the associations between self-reported long-COVID symptoms and IL-6 signalling-related factors (particularly the rs2228145 variant of the IL-6R gene): A clinical study. Cytokine 2025; 189:156884. [PMID: 39987891 DOI: 10.1016/j.cyto.2025.156884] [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: 12/19/2024] [Revised: 01/31/2025] [Accepted: 02/05/2025] [Indexed: 02/25/2025]
Abstract
This observational study focused on the impact of Interleukin-6 (IL-6)-related factors (notably the IL-6 receptor (IL-6R) gene's rs2228145 polymorphism) on long-COVID risk in individuals who had previously experienced COVID-19 infection(s). The purpose of the study was to better understand such factors' contribution to long-COVID risk, and thus possibly initiate future strategies for using IL-6-related factors as biomarkers predictive of risk (while also obtaining data that may influence long-COVID management and treatment more generally). DNA and blood samples, plus questionnaire responses regarding long-COVID symptoms (including chronic fatigue and cognitive impairment), were collected from 175 participants who had previously experienced COVID-19 infection(s). Potential associations between self-reported long-COVID symptoms and participants' rs2228145 genotypes (determined using TaqMan-based genotyping assays) and/or their circulating IL-6, sIL-6R and sgp130 levels (determined using ELISA) were evaluated. Univariate-regression analyses demonstrated that odds of exhibiting long-COVID symptoms increased with severity/number of previous COVID-19 infection(s) and with hypertension as a co-morbidity, while vaccination decreased the likelihood of developing long-COVID. While long-COVID sufferers exhibited higher IL-6 signalling activity than healthy control individuals, rs2228145 genotype was not associated with long-COVID odds-ratios in- the entire-study cohort. Following identification of significant seasonal variations within our dataset, the entire-study cohort was stratified depending on when samples/questionnaire responses were obtained. In the resulting 'summer' sub-cohort (but not the 'winter' sub-cohort), the rs2228145 AA genotype was significantly over-represented amongst those exhibiting long-COVID symptoms, and long-COVID odds-ratios were significantly reduced for the CC and AC genotypes. While interpretation is complicated by seasonal variations, these findings may be of medical/biomedical value. Importantly, as IL-6 was higher in long-COVID sufferers than healthy controls, and rs2228145 AA genotype-bearing individuals within our 'summer' sub-cohort were at elevated risk of developing long-COVID, these findings point towards possible future use of IL-6 and/or rs2228145 genotype as biomarkers predictive of long-COVID risk, which may bring advantages regarding management and treatment of long-COVID.
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Affiliation(s)
- Katie Rees
- Department of Biomedical Sciences, School of Sport/Health Sciences, Cardiff Metropolitan University, Cardiff CF5 2YB, UK
| | - Rebecca Aicheler
- Department of Biomedical Sciences, School of Sport/Health Sciences, Cardiff Metropolitan University, Cardiff CF5 2YB, UK
| | - Lee Butcher
- Department of Biomedical Sciences, School of Sport/Health Sciences, Cardiff Metropolitan University, Cardiff CF5 2YB, UK
| | - Alan Dodd
- Clinical Biochemistry Department, Cwm Taf Morgannwg University Health Board, Merthyr Tydfil CF47 9DT, UK
| | - John Geen
- Clinical Biochemistry Department, Cwm Taf Morgannwg University Health Board, Merthyr Tydfil CF47 9DT, UK
| | - Ceri Lynch
- Intensive Care Unit, Cwm Taf Morgannwg University Health Board, Ynysmaerdy, Pontyclun, CF72 8XR, UK
| | - Isabel Massey
- Department of Biomedical Sciences, School of Sport/Health Sciences, Cardiff Metropolitan University, Cardiff CF5 2YB, UK
| | - Keith Morris
- Department of Biomedical Sciences, School of Sport/Health Sciences, Cardiff Metropolitan University, Cardiff CF5 2YB, UK
| | - Brian Tennant
- Clinical Biochemistry Department, Cwm Taf Morgannwg University Health Board, Merthyr Tydfil CF47 9DT, UK
| | - Richard Webb
- Department of Biomedical Sciences, School of Sport/Health Sciences, Cardiff Metropolitan University, Cardiff CF5 2YB, UK.
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Yang Y, Peng Z, Nan W, Zhang H, Xing Z. Impact of abdominal fat distribution on sepsis: A comparison with traditional anthropometric indices in the UK Biobank study. Diabetes Obes Metab 2025. [PMID: 40230221 DOI: 10.1111/dom.16407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2025] [Revised: 03/31/2025] [Accepted: 04/01/2025] [Indexed: 04/16/2025]
Abstract
AIM This study aims to examine the dose-response relationship between visceral adipose tissue (VAT), abdominal subcutaneous adipose tissue (ASAT), and sepsis and sepsis-related mortality. Additionally, we seek to determine whether VAT or ASAT offers better prognostic value for above outcomes compared to traditional measures such as waist circumference (WC) and body mass index (BMI), using data from the UK Biobank. MATERIALS AND METHODS In this secondary analysis of the UK Biobank, 25,083 participants with available abdominal MRI data were included. Cox proportional hazards regression was used to examine the association between VAT and ASAT, both as tertiles and continuous variables, and the incidence of sepsis as well as sepsis-related mortality. RESULTS Over a median follow-up of 14.1 years (interquartile range: 13.4-14.9 years), 305 cases of incident sepsis (0.86 per 1000 person-years) and 90 sepsis-related deaths (0.25 per 1000 person-years) were identified. Both VAT and ASAT showed a linear relationship with sepsis risk, with hazard ratios (HR) of 1.29 (95% CI: 1.12-1.47) for VAT and 1.22 (95% CI: 1.07-1.40) for ASAT per standard deviation increase. After further adjusting for BMI or WC, the association with ASAT was eliminated, while VAT remained significant. Only VAT was positively associated with sepsis-related mortality, although this association was nullified after adjusting for BMI or WC. VAT was a more important predictor of sepsis risk than BMI or WC, and its inclusion improved the predictive model already adjusted for BMI or WC. In contrast, ASAT did not provide any additional predictive value for either sepsis risk or sepsis-related mortality compared to BMI and WC. CONCLUSIONS VAT is independently associated with sepsis risk and improves its prediction beyond traditional measures like BMI and WC. However, VAT does not enhance the prediction of sepsis-related mortality, with BMI and WC performing better in this context.
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Affiliation(s)
- Yang Yang
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Zhenyu Peng
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Wenbin Nan
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Hongliang Zhang
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Zhenhua Xing
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
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Qi M, Wei J, Zhang M, Jiao C, He C, Sui L, Ma S, Mao Z, Pan X, Zhu X. THE CAUSAL ASSOCIATION OF CARDIOMETABOLIC DISEASES AND SEPSIS-RELATED OUTCOMES: A MENDELIAN RANDOMIZATION AND POPULATION STUDY. Shock 2025; 63:579-586. [PMID: 39965633 DOI: 10.1097/shk.0000000000002538] [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: 02/20/2025]
Abstract
ABSTRACT Objective: The causality between cardiometabolic disease (CMD) and sepsis has remained largely unknown. To elucidate this, we conducted a Mendelian randomization (MR) and population study. Methods: First, we used univariable and multivariable MR analyses to investigate causal associations between CMD and sepsis-related outcomes. We obtained genome-wide association study summary from both the MRC Integrative Epidemiology Unit and the FinnGen consortium. Subsequently, a two-step mediation MR analysis was performed to explore mediators. Afterward, we conducted an observational study using the Medical Information Mart for Intensive Care IV database, in which multivariable logistic regression models were utilized to examine the relationship between CMD and sepsis-related outcomes. Results: In the MR study, type 2 diabetes mellitus (OR = 1.058, 95% CI = 1.017-1.100, P = 0.005), obesity (OR = 1.113, 95% CI = 1.057-1.172, P < 0.001), and heart failure (HF) (OR = 1.178, 95% CI = 1.063-1.305, P = 0.002) were independently causally related to sepsis. Obesity (OR = 1.215, 95% CI = 1.027-1.437, P = 0.023) and HF (OR = 1.494, 95% CI = 1.080-2.065, P = 0.015) also showed independent causal associations with sepsis critical care admission. Mediation MR analysis identified 23 blood metabolites potentially causally linked to sepsis ( P < 0.05), yet none mediated the relationship between CMD and sepsis. In the observational study, we found associations between sepsis and several conditions including type 2 diabetes mellitus, obesity, hypertension, stroke, HF, and hyperlipidemia after adjusting for confounding factors. Moreover, hypertension, stroke, HF, coronary artery disease, and hyperlipidemia were linked to sepsis critical care admission. Conclusion: This study has, for the first time, revealed indicative evidence of a causal relationship between CMD and sepsis through observational and genetic evidence. Taken together, clinical attention to sepsis may be warranted among patients with CMD.
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Affiliation(s)
- Mengmeng Qi
- Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Jin Wei
- Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Meng Zhang
- Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Chucheng Jiao
- Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Chang He
- Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Liutao Sui
- Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Shiyin Ma
- Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Zhi Mao
- Department of Critical Care Medicine, The First Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Xudong Pan
- Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Xiaoyan Zhu
- Department of Critical Care Medicine, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
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Liu H, Zhang T, Zhang L, Zhong Y. Neuroinflammatory Mechanisms of Adult Sepsis-Associated Encephalopathy: Implications for Blood-Brain Barrier Disruption and Oxidative Stress. Diagnostics (Basel) 2025; 15:873. [PMID: 40218223 PMCID: PMC11988331 DOI: 10.3390/diagnostics15070873] [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: 01/26/2025] [Revised: 02/28/2025] [Accepted: 03/23/2025] [Indexed: 04/14/2025] Open
Abstract
Sepsis is a syndrome of life-threatening acute organ dysfunction caused by a dysregulated host response to infection. Sepsis-associated encephalopathy (SAE) refers to the diffuse brain dysfunction observed in sepsis cases, clinically characterized by a spectrum of neuropsychiatric manifestations ranging from delirium to coma. SAE is independently associated with increased short-term mortality and long-term neurological abnormalities, with currently no effective preventive or treatment strategies. The pathogenesis is intricate, involving disruptions in neurotransmitters, blood-brain barrier (BBB) breakdown, abnormal brain signal transmission, and oxidative stress, among others. These mechanisms interact or act in conjunction, contributing to the complexity of SAE. Scholars worldwide have made significant strides in understanding the pathogenesis of SAE, offering new perspectives for diagnosis and treatment. This review synthesizes recent mechanistic breakthroughs and clinical evidence to guide future research directions, particularly in targeting BBB restoration and oxidative stress.
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Affiliation(s)
- Hao Liu
- Department of Critical Care Medicine, The Second Xiangya Hospital, Central South University, Changsha 410011, China; (H.L.); (T.Z.)
| | - Ting Zhang
- Department of Critical Care Medicine, The Second Xiangya Hospital, Central South University, Changsha 410011, China; (H.L.); (T.Z.)
| | - Lixiao Zhang
- Xiangya School of Medicine, Central South University, Changsha 410013, China;
| | - Yanjun Zhong
- Department of Critical Care Medicine, The Second Xiangya Hospital, Central South University, Changsha 410011, China; (H.L.); (T.Z.)
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Tong H, Zhao Y, Cui Y, Yao J, Zhang T. Multi-omic studies on the pathogenesis of Sepsis. J Transl Med 2025; 23:361. [PMID: 40128726 PMCID: PMC11934817 DOI: 10.1186/s12967-025-06366-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Accepted: 03/08/2025] [Indexed: 03/26/2025] Open
Abstract
BACKGROUND Sepsis is a life-threatening inflammatory condition, and its underlying genetic mechanisms are not yet fully elucidated. We applied methods such as Mendelian randomization (MR), genetic correlation analysis, and colocalization analysis to integrate multi-omics data and explore the relationship between genetically associated genes and sepsis, as well as sepsis-related mortality, with the goal of identifying key genetic factors and their potential mechanistic pathways. METHODS To identify therapeutic targets for sepsis and sepsis-related mortality, we conducted an MR analysis on 11,643 sepsis cases and 1,896 cases of 28-day sepsis mortality from the UK Biobank cohort. The exposure data consisted of 15,944 potential druggable genes (expression quantitative trait loci, eQTL) and 4,907 plasma proteins (protein quantitative trait loci, pQTL). We then performed sensitivity analysis, SMR analysis, reverse MR analysis, genetic correlation analysis, colocalization analysis, enrichment analysis, and protein-protein interaction network analysis on the overlapping genes. Validation was conducted using 17,133 sepsis cases from FinnGen R12. Drug prediction and molecular docking were subsequently used to further assess the therapeutic potential of the identified drug targets, while PheWAS was used to evaluate potential side effects. Finally, mediation analysis was conducted to identify the mediating role of related metabolites. RESULTS The MR analysis results identified a significant causal relationship between 24 genes and sepsis. The robustness of these causal associations was further strengthened by SMR analysis, sensitivity analysis, and reverse MR analysis. Genetic correlation analysis revealed that only two of these genes were genetically correlated with sepsis. Colocalization analysis showed that only one gene was closely associated with sepsis, while validation using the FinnGen dataset identified three genes. In the MR analysis of 28-day sepsis mortality, seven genes were found to have significant associations, with reverse MR analysis excluding one gene. The remaining genes passed sensitivity analysis, with no significant genes identified in genetic correlation and colocalization analyses. Molecular docking demonstrated excellent binding affinity between drugs and proteins with available structural data. PheWAS at the gene level did not reveal any potential side effects of the related drugs. CONCLUSIONS The identified drug targets, associated pathways, and metabolites have enhanced our understanding of the complex relationships between genes and sepsis. These genes and metabolites can serve as effective targets for sepsis treatment, paving new pathways in this field and laying a foundation for future research.
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Affiliation(s)
- Hongjie Tong
- Department of Critical Care Medicine, Jinhua Hospital Affiliated to Zhejiang University, Jinhua, Zhejiang, China
- Zhejiang University School of Medicine, Hangzhou, China
| | - Yuhang Zhao
- Department of Neurology, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, 322000, China
| | - Ying Cui
- Department of Critical Care Medicine, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, 322000, China
| | - Jiali Yao
- Department of Critical Care Medicine, Jinhua Hospital Affiliated to Zhejiang University, Jinhua, Zhejiang, China.
| | - Tianlong Zhang
- Department of Critical Care Medicine, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, 322000, China.
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Sun J, Liu D, Jin S, Li X, Liu G, Li S, Chen F, Qin X, Zhang Y, Jiang F, Chen D, Pang Q, Hu C, Wu Y, Wang Z. Deletion of BTB and CNC Homology 1 Protects Against Staphylococcus aureus-Induced Acute Lung Injury. J Infect Dis 2025; 231:734-745. [PMID: 39171916 DOI: 10.1093/infdis/jiae392] [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: 04/17/2024] [Revised: 07/23/2024] [Accepted: 08/13/2024] [Indexed: 08/23/2024] Open
Abstract
BTB and CNC homology 1 (BACH1) plays a crucial role in the pathogenesis of acute lung injury (ALI) caused by gram-negative bacteria. However, its exact mechanisms in Staphylococcus aureus (SA)-induced ALI, a gram-positive bacterial infection, remain incompletely understood. In this study, we generated a BACH1-knockout mouse model (BACH1-/-) to investigate the role of BACH1 and its underlying mechanisms in regulating the development of sepsis-induced acute lung injury (ALI). Elevated levels of BACH1 were observed in both serum samples from septic patients and mouse models. Deletion of BACH1 alleviated ALI symptoms induced by sepsis. In bone marrow-derived macrophages, BACH1 deletion or knockdown suppressed NF-κB p65 phosphorylation and the induction of pro-inflammatory cytokines. Mechanistic studies demonstrated that BACH1 downregulated tumor necrosis factor-alpha-induced protein 3 (TNFAIP3) mRNA expression by binding to its promoter region. These findings uncover inhibiting BACH1 may be a promising therapeutic strategy for treating gram-positive bacteria-induced ALI.
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Affiliation(s)
- Jiaojiao Sun
- Department of Cardiothoracic Surgery, Affiliated Hospital of Jiangnan University, Wuxi, China
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Dapeng Liu
- Department of Anesthesia and Perioperative Medicine, Zao Zhuang Municipal Hospital, Zao Zhuang, China
| | - Sihao Jin
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Xiaolin Li
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Gang Liu
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Shengpeng Li
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Fan Chen
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Xiaoyun Qin
- Department of Cardiothoracic Surgery, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Yanli Zhang
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Fengjuan Jiang
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Dan Chen
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Qingfeng Pang
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Chunxiao Hu
- Department of Transplant Anesthesiology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi, China
| | - Yaxian Wu
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Zhiqiang Wang
- Department of Cardiothoracic Surgery, Affiliated Hospital of Jiangnan University, Wuxi, China
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
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10
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Jacob S, Jacob SA, Thoppil J. Targeting sepsis through inflammation and oxidative metabolism. World J Crit Care Med 2025; 14:101499. [DOI: 10.5492/wjccm.v14.i1.101499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Revised: 10/22/2024] [Accepted: 11/12/2024] [Indexed: 12/11/2024] Open
Abstract
Infection is a public health problem and represents a spectrum of disease that can result in sepsis and septic shock. Sepsis is characterized by a dysregulated immune response to infection. Septic shock is the most severe form of sepsis which leads to distributive shock and high mortality rates. There have been significant advances in sepsis management mainly focusing on early identification and therapy. However, complicating matters is the lack of reliable diagnostic tools and the poor specificity and sensitivity of existing scoring tools i.e., systemic inflammatory response syndrome criteria, sequential organ failure assessment (SOFA), or quick SOFA. These limitations have underscored the modest progress in reducing sepsis-related mortality. This review will focus on novel therapeutics such as oxidative stress targets, cytokine modulation, endothelial cell modulation, etc., that are being conceptualized for the management of sepsis and septic shock.
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Affiliation(s)
- Salena Jacob
- Halmos College of Arts and Sciences, Nova Southeastern University, Fort Lauderdale, FL 33328, United States
| | - Sanjana Ann Jacob
- Dell School of Medicine, University of Texas at Austin Medical School, Austin, TX 78712, United States
| | - Joby Thoppil
- Emergency Medicine, UT Southwestern Medical Center, Dallas, TX 75390, United States
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11
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Tavaci T, Halici Z, Cadirci E, Ozkaraca M, Kasali K. The impact of tocilizumab treatment on the severity of inflammation and survival rates in sepsis is significantly influence by the timing of administration. Inflammopharmacology 2025; 33:1393-1405. [PMID: 39955435 PMCID: PMC11914034 DOI: 10.1007/s10787-025-01649-6] [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: 09/10/2024] [Accepted: 01/06/2025] [Indexed: 02/17/2025]
Abstract
BACKGROUND Sepsis is a life-threatening organ dysfunction resulting from a dysregulated host response to infection. Due to the high mortality rates and treatment costs associated with sepsis, research is focusing on innovative treatment strategies to replace one dimensional approaches. Recent studies are being conducted on the use of immunotherapeutics in sepsis and the impact of treatment timing. This study aimed to elucidate the significance of treatment timing in sepsis immunotherapy with Tocilizumab (TCZ) and the implications of differences in treatment timing. METHODS LPS-induced sepsis model was established in rats to assess the changes in interleukin-6 (IL-6) over a 24-h sepsis period and its correlation with lung and kidney injury. The impact of TCZ treatments at various time points was evaluated by molecular and histopathological methods. The effect of TCZ treatment timing on survival was analyzed using Kaplan-Meier survival analysis. RESULTS IL-6 reached peak concentrations in the early stages of sepsis, whereas lung damage peaked subsequent to the IL-6 peak, and kidney damage manifested considerably later. The early treatment group, receiving intervention one hour post-sepsis induction, exhibited the most favorable molecular and histopathological outcomes. Conversely, the group receiving the latest treatment, at sixteen hours post-sepsis induction, demonstrated the poorest results. Survival analysis indicated that the group treated at the tenth hour exhibited the highest survival rate. CONCLUSION Variations in the timing of sepsis treatment with TCZ yield significantly different molecular outcomes, histopathological results, and survival rates. A thorough investigation of the timing of immunotherapeutic applications in sepsis treatment will enhance the efficiency of sepsis treatments.
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Affiliation(s)
- Taha Tavaci
- Faculty of Medicine, Sakarya University, Sakarya, Türkiye.
| | - Zekai Halici
- Faculty of Medicine, Atatürk University, Erzurum, Türkiye
| | - Elif Cadirci
- Faculty of Medicine, Atatürk University, Erzurum, Türkiye
| | - Mustafa Ozkaraca
- Faculty of Veterinary Medicine, Cumhuriyet University, Sivas, Türkiye
| | - Kamber Kasali
- Faculty of Medicine, Atatürk University, Erzurum, Türkiye
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12
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Fu Z, Jiang Z, Zhao F, Gou T, Jiang L. Causal association between gastroesophageal reflux disease and sepsis, and the mediating role of gut bacterial abundance, a Mendelian randomization study. Medicine (Baltimore) 2025; 104:e41631. [PMID: 39993106 PMCID: PMC11857025 DOI: 10.1097/md.0000000000041631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2024] [Revised: 02/03/2025] [Accepted: 02/04/2025] [Indexed: 02/26/2025] Open
Abstract
Gastroesophageal reflux disease (GERD), akin to sepsis, is mediated by inflammatory reactions and exhibits a strong correlation with intestinal dysbiosis. We sought to examine whether these associations reflect causality using the Mendelian randomization (MR) mediation analysis. Genetic data were obtained from genome-wide association studies. Two-sample MR were performed to evaluate the causal association, accompanied by sensitivity analyses. Reverse direction MR was undertaken to assess the potential for reverse causation. Then, mediation analysis was performed to evaluate the mediating effect of gut bacterial pathway abundance in this relationship. Genetic predisposition to GERD was significantly associated with sepsis [inverse variance weighting: odds ratio = 1.366, P = 2.13E-09, 95% confidence interval [CI] 1.233-1.513] and sepsis-related 28-day mortality (inverse variance weighting: odds ratio = 1.412, P = 6.64E-03, 95% CI 1.101-1.812). There is no convincing evidence for reverse causation. Gut bacterial pathway abundance (ARO.PWY..chorismate.biosynthesis.I) mediates the effect of GERD on sepsis (β = 0.036, 95% CI 0.004-0.067, P = .025), accounting for 11.406% of the total effect; Gut bacterial pathway abundance (PWY.7219..adenosine.ribonucleotides.de.novo.biosynthesis) mediates the effect of GERD on sepsis (β = 0.026, 95% CI -0.003 to 0.056, P = .083), accounting for 8.486% of the total effect; gut bacterial pathway abundance (ARO.PWY..chorismate.biosynthesis.I) mediates the effect of GERD on sepsis (28-day death) (β = 0.079, 95% CI 0.005-0.153, P = .036), accounting for 22.890% of the total effect; gut bacterial pathway abundance (TRNA.CHARGING.PWY..tRNA.charging) mediates the effect of GERD on sepsis (28-day death) (β = -0.066, 95% CI -0.140 to 0.007, P = .078), accounting for -19.171% of the total effect. The present MR study supported GERD as a causal risk factor of sepsis and sepsis-related 28-day mortality. Three specific gut bacterial pathway abundances were identified that played a partial mediating role in the aforementioned causal relationship between GERD and sepsis.
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Affiliation(s)
- Zengyan Fu
- Department of Emergency Medicine, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Zhenhong Jiang
- Department of Emergency Medicine, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Fei Zhao
- Department of Emergency Medicine, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Tao Gou
- Department of Emergency Medicine, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Le Jiang
- Department of Emergency Medicine, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
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13
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Zou M, Lu D, Luo Z, Huang N, Wang W, Zhuang Z, Song Z, Xiao W, Huang T, Ding R. Association of healthy sleep patterns with incident sepsis: a large population-based prospective cohort study. Crit Care 2025; 29:51. [PMID: 39881351 PMCID: PMC11776304 DOI: 10.1186/s13054-025-05287-w] [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: 10/23/2024] [Accepted: 01/18/2025] [Indexed: 01/31/2025] Open
Abstract
BACKGROUND The role that sleep patterns play in sepsis risk remains poorly understood. OBJECTIVES The objective was to evaluate the association between various sleep behaviours and the incidence of sepsis. METHODS In this prospective cohort study, we analysed data from the UK Biobank (UKB). A total of 409,570 participants who were free of sepsis at baseline were included. We used a composite sleep score that considered the following five sleep behaviours: sleep chronotype, sleep duration, insomnia, snoring, and daytime sleepiness. Cox proportional hazards regression analysis was used to estimate the associations between healthy sleep scores and incident sepsis. RESULTS During a mean follow-up of 13.54 years, 13,357 (3.26%) incident sepsis cases were recorded. Among the 409,570 participants with a mean age of 56.47 years, 184,124 (44.96%) were male; 9942 (2.43%) reported 0 to 1 of the five healthy sleep behaviours; 46,270 (11.30%) reported 2 behaviours; 115,272 (28.14%) reported 3 behaviours; 150,522 (36.75%) reported 4 behaviours; and 87,564 (21.38%) reported 5 behaviours at baseline. Each one-point increase in the sleep score was associated with a 5% lower risk of developing sepsis (hazard ratio (HR), 0.95; 95% confidence interval (CI), 0.93-0.97). Compared with a healthy sleep score of 0-1, for a sleep score of 5, the multivariate-adjusted HR (95% CI) for sepsis was 0.76 (0.69-0.83). In addition, we found that the negative correlation was stronger in participants who were aged < 60 years than in their older counterparts (p for interaction < 0.001). However, healthy sleep pattern was not associated with sepsis-related death and critical care admission. CONCLUSIONS Findings from this cohort study suggest that a healthy sleep pattern may reduce the risk of developing sepsis, particularly among younger individuals.
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Affiliation(s)
- Meina Zou
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
- Department of Intensive Care Unit II, Central Hospital Affiliated to Shenyang Medical College, Shenyang, China
- Department of Intensive Care Unit, The First Hospital of China Medical University, Shenyang, China
| | - Di Lu
- Department of Neurology, The First People's Hospital of Shenyang, Shenyang, China
| | - Zhexin Luo
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Ninghao Huang
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Wenxiu Wang
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Zhenhuang Zhuang
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Zimin Song
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Wendi Xiao
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Tao Huang
- Department of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China.
- Key Laboratory of Molecular Cardiovascular Sciences, Peking University, Ministry of Education, Beijing, China.
- Key Laboratory of Epidemiology of Major Diseases, Peking University, Ministry of Education, Beijing, China.
- Center for Intelligent Public Health, Institute for Artificial Intelligence, Peking University, Beijing, China.
| | - Renyu Ding
- Department of Intensive Care Unit, The First Hospital of China Medical University, Shenyang, China.
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14
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Deng R, Huang G, Zhou J, Zeng K. PLASMA PROTEOME, METABOLOME MENDELIAN RANDOMIZATION IDENTIFIES SEPSIS THERAPEUTIC TARGETS. Shock 2025; 63:52-63. [PMID: 39194222 DOI: 10.1097/shk.0000000000002465] [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: 08/29/2024]
Abstract
ABSTRACT Background : The interrelation between the plasma proteome and plasma metabolome with sepsis presents a multifaceted dynamic that necessitates further research to elucidate the underlying causal mechanisms. Methods : Our investigation used public genome-wide association study data to explore the relationships among the plasma proteome, metabolome, and sepsis, considering different sepsis subgroup. Initially, two-sample Mendelian randomization established causal connections between the plasma proteome and metabolome with sepsis. Subsequently, multivariate and iterative Mendelian randomization analyses were performed to understand the complex interactions in plasma during sepsis. The validity of these findings was supported by thorough sensitivity analyses. Result : The study identified 25 plasma proteins that enhance risk and 34 that act as protective agents in sepsis. After P value adjustment (0.05/1306), ICAM5 emerged with a positive correlation to sepsis susceptibility ( P value = 2.14E-05, OR = 1.10, 95% CI = 1.05-1.15), with this significance preserved across three sepsis subgroup examined. Additionally, 29 plasma metabolites were recognized as risk factors, and 15 as protective factors for sepsis outcomes. After P value adjustment (0.05/997), elevated levels of 1,2,3-benzenetriol sulfate (2) was significantly associated with increased sepsis risk ( P value = 3.37E-05, OR = 1.18, 95% CI = 1.09-1.28). Further scrutiny revealed that this plasma metabolite notably augments the abundance of ICAM5 protein ( P value = 3.52E-04, OR = 1.11, 95% CI = 1.04-1.17), devoid of any detected heterogeneity, pleiotropy, or reverse causality. Mediated Mendelian randomization revealed ICAM5 mediated 11.9% of 1,2,3-benzenetriol sulfate (2)'s total effect on sepsis progression. Conclusion : This study details the causal link between the plasma proteome and metabolome with sepsis, highlighting the roles of ICAM5 and 1,2,3-benzenetriol sulfate (2) in sepsis progression, both independently and through crosstalk.
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Affiliation(s)
| | - Guiming Huang
- Department of Anesthesiology, Ganzhou People's Hospital, Ganzhou City, Jiangxi Provence, China
| | - Juan Zhou
- Department of Thyroid and Breast Surgery, Ganzhou People's Hospital, Ganzhou City, Jiangxi Provence, China
| | - Kai Zeng
- Department of Anesthesiology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
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15
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Rynne J, Mosavie M, Masse MH, Ménard J, Battista MC, Maslove DM, Del Sorbo L, St-Arnaud C, DAragon F, Fox-Robichaud A, Charbonney E, Adhikari NKJ, Lamontagne F, Shankar-Hari M. Sepsis subtypes and differential treatment response to vitamin C: biological sub-study of the LOVIT trial. Intensive Care Med 2025; 51:82-93. [PMID: 39774855 DOI: 10.1007/s00134-024-07733-9] [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: 09/26/2024] [Accepted: 11/13/2024] [Indexed: 01/11/2025]
Abstract
PURPOSE We hypothesised that the biological heterogeneity of sepsis may highlight sepsis subtypes with differences in response to intravenous vitamin C treatment in the Lessening Organ Dysfunction with VITamin C (LOVIT) trial. Our aims were to identify sepsis subtypes and to test whether sepsis subtypes have differences in treatment effect to vitamin C and describe putative biological effects of vitamin C treatment. METHODS We measured biomarkers of inflammation, at baseline and at 7 days post-randomisation, in 457/863 (53.0%) of participants with plasma samples in the LOVIT trial. We used agglomerative hierarchical clustering on log10-transformed baseline data of 26 biomarkers to identify sepsis subtypes. We analysed differences in vitamin C treatment effect with regression models incorporating robust standard errors to report odds ratio and 95% confidence intervals (OR(95% CI)). All analyses were completed blinded to treatment allocation. RESULTS Our cohort included 233/429 (54.3%) allocated to vitamin C and 224/434 (51.6%) allocated to placebo. A three-subtype model best explained the variance in our data. Subtype-2 had the highest, and subtype-3 had the lowest levels of inflammatory response. In paired longitudinal samples, vitamin C did not have discernible anti-inflammatory effects, with anti-inflammatory effects related to time since randomisation and concomitant hydrocortisone treatment. The treatment effect estimates (OR (95% CI)) for subtype-1, subtype-2 and subtype-3 were 1.04 (0.63-1.73), 1.33 (0.53-3.36) and 1.95 (0.85-4.49), respectively (test of heterogeneity p = 0.002). CONCLUSION We report three sepsis subtypes based on inflammatory response profile. No subtype benefitted from vitamin C treatment in the LOVIT trial, with heterogeneity of treatment effect in the magnitude of harm. TRIAL REGISTRATION Funded by the Lotte and John Hecht Memorial Foundation; LOVIT ClinicalTrials.gov number, NCT03680274.
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Affiliation(s)
- J Rynne
- Centre for Inflammation Research, Institute For Regeneration and Repair, University of Edinburgh, Edinburgh, Scotland, UK
| | - M Mosavie
- Centre for Inflammation Research, Institute For Regeneration and Repair, University of Edinburgh, Edinburgh, Scotland, UK
| | - Marie-Hélène Masse
- Centre de Recherche du Centre Hospitalier, Universitaire de Sherbrooke, Sherbrooke, Canada
| | - Julie Ménard
- Centre de Recherche du Centre Hospitalier, Universitaire de Sherbrooke, Sherbrooke, Canada
| | - Marie-Claude Battista
- Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, Canada
| | - David M Maslove
- Department of Critical Care Medicine, Queen's University, Kingston, Canada
- Kingston Health Sciences Center, Kingston, Canada
| | - Lorenzo Del Sorbo
- Interdepartmental Division of Critical Care Medicine, Toronto General Hospital, Toronto, Canada
| | - Charles St-Arnaud
- Centre de Recherche du Centre Hospitalier, Universitaire de Sherbrooke, Sherbrooke, Canada
- Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, Canada
| | - Frederick DAragon
- Centre de Recherche du Centre Hospitalier, Universitaire de Sherbrooke, Sherbrooke, Canada
- Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, Canada
| | | | - Emmanuel Charbonney
- Centre Hospitalier de L'Université de Montréal, University of Montreal, Montreal, Canada
| | - Neill K J Adhikari
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, Canada.
- Interdepartmental Division of Critical Care Medicine and Institute for Health Policy, Management, and Evaluation, University of Toronto, Toronto, Canada.
| | - François Lamontagne
- Centre de Recherche du Centre Hospitalier, Universitaire de Sherbrooke, Sherbrooke, Canada.
- Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, Canada.
| | - M Shankar-Hari
- Centre for Inflammation Research, Institute For Regeneration and Repair, University of Edinburgh, Edinburgh, Scotland, UK.
- Intensive Care Unit, Royal Infirmary of Edinburgh, Edinburgh, Scotland, UK.
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16
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Hamilton F, Schurz H, Yates TA, Gilchrist JJ, Möller M, Naranbhai V, Ghazal P, Timpson NJ, Genes & Health Research Team, International Tuberculosis Host Genetics Consortium, Parks T, Pollara G. Altered IL-6 signalling and risk of tuberculosis: a multi-ancestry mendelian randomisation study. THE LANCET. MICROBE 2025; 6:100922. [PMID: 39579785 DOI: 10.1016/s2666-5247(24)00162-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Collaborators] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 06/07/2024] [Accepted: 06/07/2024] [Indexed: 11/25/2024]
Abstract
BACKGROUND The role of IL-6 responses in human tuberculosis risk is unknown. IL-6 signalling inhibitors, such as tocilizumab, are thought to increase the risk of progression to tuberculosis, and screening for latent Mycobacterium tuberculosis infection before using these drugs is widely recommended. We used single nucleotide polymorphisms (SNPs) in and near the IL-6 receptor gene (IL6R), including the non-synonymous variant, rs2228145, for which the C allele contributes to reduced classic (cis) IL-6 signalling activity, to test the hypothesis that altered IL-6 signalling is causally associated with the risk of developing tuberculosis. METHODS We performed a meta-analysis of genome-wide association studies (GWAS) published in English from database inception to Jan 1, 2024. GWAS were identified from the European Bioinformatics Institute, MRC Integrative Epidemiology Unit catalogues, and MEDLINE, selecting publicly available studies for which tuberculosis was an outcome and that included the IL6R rs2228145 SNP. Using each study's population-level summary statistics, effect estimates were extracted for each additional copy of the C allele of rs2228145. We used these estimates to perform multi-ancestry, two-sample mendelian randomisation analyses to estimate the causal effect of reduced IL-6 signalling on tuberculosis. Our primary analyses used rs2228145-C as a genetic instrument, weighted on C-reactive protein (CRP) reduction as a measure of the effect on IL-6 signalling. We also took an alternative, ancestry-specific, multiple SNP approach using IL-6 receptor plasma protein as an exposure. Additionally, we compared the effects of rs2228145 in tuberculosis with those in critical COVID-19, rheumatoid arthritis, Crohn's disease, and coronary artery disease using the summary statistics extracted from GWAS. FINDINGS 17 GWAS were included, collating data for 19 302 individuals with tuberculosis (cases) and 1 019 821 population controls across multiple ancestries. For each additional rs2228145-C allele, the odds of tuberculosis reduced (odds ratio [OR] 0·94 [95% CI 0·92-0·97]; p=6·8 × 10-6). Multi-ancestry mendelian randomisation analyses supported these findings, with decreased odds of tuberculosis associated with readouts of reduced IL-6 signalling (0·52 [0·39-0·69] for each natural log CRP decrease; p=6·8 × 10-6), with weak evidence of heterogeneity (I2=0·315; p=0·11). Ancestry-specific, multiple SNP mendelian randomisation using increase in IL-6 receptor plasma protein as an exposure revealed a similar reduced risk of tuberculosis (OR 0·94 [95% CI 0·93-0·96]; p=2·4 × 10-10). The protective effects on tuberculosis seen with rs2228145-C were similar in size and direction to those observed in critical COVID-19 (0·66 [0·50-0·86]), Crohn's disease (0·57 [0·44-0·74]), and rheumatoid arthritis (0·45 [0·36-0·58]), all of which benefit from the therapeutic effects of IL-6 antagonism. INTERPRETATION Our findings propose a causal relationship between reduced IL-6 signalling and lower risk of tuberculosis, akin to the effect seen in other IL-6 mediated diseases. This study suggests that IL-6 antagonists do not increase the risk of tuberculosis but rather should be investigated as therapeutic adjuncts in its treatment. FUNDING UK National Institute for Health and Care Research, Wellcome Trust, EU European Regional Development Fund, the Welsh Government, and UK Research and Innovation.
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Affiliation(s)
- Fergus Hamilton
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK.
| | - Haiko Schurz
- South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Tom A Yates
- Division of Infection and Immunity, University College London, London, UK; Institute of Health Informatics, University College London, London, UK
| | - James J Gilchrist
- Centre for Human Genetics, University of Oxford, Oxford, UK; Department of Paediatrics, University of Oxford, Oxford, UK
| | - Marlo Möller
- South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Vivek Naranbhai
- Centre for Human Genetics, University of Oxford, Oxford, UK; Massachusetts General Hospital, Boston, USA; Dana-Farber Cancer Institute, Boston, USA; Centre for the AIDS Programme of Research in South Africa, Durban, South Africa; Harvard Medical School, Boston, USA
| | | | | | | | | | - Tom Parks
- Centre for Human Genetics, University of Oxford, Oxford, UK; Department of Infectious Diseases Imperial College London, London, UK
| | - Gabriele Pollara
- Division of Infection and Immunity, University College London, London, UK.
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Collaborators
Shaheen Akhtar, Mohammad Anwar, Omar Asgar, Samina Ashraf, Saeed Bidi, Gerome Breen, James Broster, Raymond Chung, David Collier, Charles J Curtis, Shabana Chaudhary, Grainne Colligan, Panos Deloukas, Ceri Durham, Faiza Durrani, Fabiola Eto, Sarah Finer, Joseph Gafton, Ana Angel, Chris Griffiths, Joanne Harvey, Teng Heng, Sam Hodgson, Qin Qin Huang, Matt Hurles, Karen A Hunt, Shapna Hussain, Kamrul Islam, Vivek Iyer, Benjamin M Jacobs, Georgios Kalantzis, Ahsan Khan, Claudia Langenberg, Cath Lavery, Sang Hyuck Lee, Daniel MacArthur, Sidra Malik, Daniel Malawsky, Hilary Martin, Dan Mason, Rohini Mathur, Mohammed Bodrul Mazid, John McDermott, Caroline Morton, Bill Newman, Elizabeth Owor, Asma Qureshi, Shwetha Ramachandrappa, Mehru Raza, Jessry Russell, Nishat Safa, Miriam Samuel, Moneeza Siddiqui, Michael Simpson, John Solly, Marie Spreckley, Daniel Stow, Michael Taylor, Richard C Trembath, Karen Tricker, David A van Heel, Klaudia Walter, Caroline Winckley, Suzanne Wood, John Wright, Ishevanhu Zengeya, Julia Zöllner, Haiko Schurz, Vivek Naranbhai, Tom A Yates, James J Gilchrist, Tom Parks, Peter J Dodd, Marlo Möller, Eileen G Hoal, Andrew P Morris, Adrian V S Hill, Reinout van Crevel, Arjan van Laarhoven, Tom H M Ottenhoff, Andres Metspalu, Reedik Magi, Christian G Meyer, Magda Ellis, Thorsten Thye, Surakameth Mahasirimongkol, Ekawat Pasomsub, Katsushi Tokunaga, Yosuke Omae, Hideki Yanai, Taisei Mushiroda, Michiaki Kubo, Atsushi Takahashi, Yoichiro Kamatani, Bachti Alisjahbana, Wei Liu, A-Dong Sheng, Yurong Yang,
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17
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Gao Y, Chen Y, Gao L. Evaluation of Sepsis Severity Using Combined High-Density Lipoprotein and Red Cell Distribution Width Indicators. Br J Hosp Med (Lond) 2024; 85:1-12. [PMID: 39831484 DOI: 10.12968/hmed.2024.0473] [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: 01/22/2025]
Abstract
Aims/Background Sepsis is a life-threatening condition resulting from dysregulated immune responses to infection, leading to organ dysfunction. High-density lipoprotein (HDL) and red cell distribution width (RDW) have shown significant correlations with sepsis severity, yet the combined prognostic value of HDL and RDW in evaluating sepsis severity and outcomes remains unclear. This study examines the relationship between HDL and RDW levels and sepsis severity, as well as evaluates the combined utility of these markers in predicting disease severity and patient outcomes. Methods This retrospective study included 103 patients diagnosed with sepsis. Clinical data, including HDL and RDW levels, were collected for analysis. Patients were divided into shock and non-shock groups based on the presence of septic shock and into survival and death groups based on 30-day in-hospital mortality. Multivariate logistic regression was used to identify factors influencing sepsis severity and prognosis, while the predictive value of HDL in combination with RDW was evaluated using receiver operating characteristic (ROC) curve analysis. Results Multivariate analysis identified sequential organ failure assessment (SOFA) score (OR = 6.566), interleukin-6 (IL-6) (OR = 2.568), HDL (OR = 0.864), and RDW (OR = 4.052) as independent predictors of sepsis severity (p < 0.05 for all). ROC analysis demonstrated that HDL combined with RDW yielded the highest diagnostic accuracy for sepsis severity, with an area under curve (AUC) of 0.962, sensitivity of 97.56%, and specificity of 91.94%. Additionally, SOFA score (OR = 2.354), interleukin-6 (IL-6) (OR = 1.446), HDL (OR = 0.870), and RDW (OR = 3.502) were independent prognostic indicators (p < 0.05 for all). ROC analysis for prognosis showed that HDL combined with RDW had the highest predictive efficacy for the prognosis of sepsis, with an AUC of 0.922, sensitivity of 79.31%, and specificity of 93.24%. Conclusion The combination of HDL and RDW is a robust indicator for the evaluation of sepsis severity and is a valuable prognostic tool for assessing 30-day mortality risk in sepsis patients.
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Affiliation(s)
- Yan Gao
- Intensive Care Unit, The Second People's Hospital of Jingdezhen, Jingdezhen, Jiangxi, China
| | - Yao Chen
- Hemodialysis Unit, The Second People's Hospital of Jingdezhen, Jingdezhen, Jiangxi, China
| | - Li Gao
- Department of General Medicine, The Second People's Hospital of Jingdezhen, Jingdezhen, Jiangxi, China
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Millar JE, Reddy K, Bos LDJ. Future Directions in Therapies for Acute Respiratory Distress Syndrome. Clin Chest Med 2024; 45:943-951. [PMID: 39443010 DOI: 10.1016/j.ccm.2024.08.014] [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: 10/25/2024]
Abstract
Acute respiratory distress syndrome (ARDS) is caused by a complex interplay among hyperinflammation, endothelial dysfunction, and alveolar epithelial injury. Targeted treatments toward the underlying pathways have been unsuccessful in unselected patient populations. The first reliable biological subphenotypes reflective of these biological disease states have been identified in the past decade. Subphenotype targeted intervention studies are needed to advance the pharmacologic treatment of ARDS.
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Affiliation(s)
- Jonathan E Millar
- Baillie-Gifford Pandemic Science Hub, Centre for Inflammation Research, Institute for Repair and Regeneration, University of Edinburgh, The Roslin Institute, Easter Bush Campus, Midlothian, Edinburgh EH25 9RG, UK; Department of Critical Care, Queen Elizabeth University Hospital, Glasgow, UK
| | - Kiran Reddy
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, University Road, Belfast BT7 1NN, UK
| | - Lieuwe D J Bos
- Intensive Care Department, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam 1105 AZ, the Netherlands.
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Zhang Q, Liu X, Shen Q, Wang X, Pang J, Chen Y. Carnitine is causally associated with susceptibility and severity of sepsis: a Mendelian randomization study. EMERGENCY AND CRITICAL CARE MEDICINE 2024; 4:149-154. [DOI: 10.1097/ec9.0000000000000120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
Abstract
Abstract
Background
Energy metabolism disorders contribute to the development of sepsis. Carnitine is essential for fatty acid metabolism and energy production. Therefore, we aimed to explore whether there is a causal relationship between carnitine levels and sepsis.
Methods
Two-sample Mendelian randomization (MR) analysis was performed. The single nucleotide polymorphisms (SNPs) of carnitine from the genome-wide association (GWAS) study were used as exposure instrumental variables, and the susceptibility and severity of sepsis in the UK Biobank were used as outcomes. The inverse-variance weighted (IVW), MR-Egger, and weighted median methods were used to evaluate the causal relationship between exposure and outcomes. Heterogeneity was assessed using IVW and MR-Egger’s and Cochran’s Q tests, and pleiotropy was tested using the MR-Egger intercept and MR-PRESSO.
Results
Using the IVW method, a one-standard-deviation increase in genetically determined carnitine levels was found to be associated with increased susceptibility to sepsis in populations under 75 years of age (odds ratio [OR]: 2.696; 95% confidence interval [CI]: 1.127–6.452; P = 0.026) and increased severity of sepsis (OR: 22.31; 95% CI: 1.769–281.282; P = 0.016). Sensitivity analysis did not reveal heterogeneity or horizontal pleiotropy; therefore, the results indicated robustness.
Conclusion
Genetic susceptibility to increased carnitine levels in the blood may increase the susceptibility and severity of sepsis. Therefore, interventions at an early stage in patients with high carnitine levels may reduce the risk of developing sepsis.
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Guo M, He Z. Potential value of B7-H3 in sepsis diagnosis and prognosis: A Mendelian randomization study. ZHONG NAN DA XUE XUE BAO. YI XUE BAN = JOURNAL OF CENTRAL SOUTH UNIVERSITY. MEDICAL SCIENCES 2024; 49:1790-1798. [PMID: 40177762 PMCID: PMC11964807 DOI: 10.11817/j.issn.1672-7347.2024.240139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Indexed: 04/05/2025]
Abstract
OBJECTIVES Sepsis remains a major global health challenge, yet specific diagnostic biomarkers are still lacking. This study aims to investigate the causal relationship between B7 homologue 3 (B7-H3) and sepsis susceptibility, severity, and clinical outcomes using Mendelian randomization (MR) analysis, in order to evaluate its potential as a biomarker. METHODS Genetic data related to sepsis (including overall sepsis, sepsis-related mortality with 28 days, severe sepsis, and severe sepsis with 28-day mortality) were extracted from genome-wide association study (GWAS) datasets. Single nucleotide polymorphisms (SNPs) associated with B7-H3 were selected as instrumental variables. The inverse-variance weighted (IVW) was used as the primary approach for causal effect estimation, while weighted median (WME) and MR-Egger regression served as supplementary methods. Additionally, a constrained maximum likelihood-model average (cML-MA) approach was employed to enhance the reliability of causal effect estimation. Cochran's Q test was conducted to assess heterogeneity, and MR-PRESSO along with the MR-Egger intercept method were used to detect horizontal pleiotropy. Sensitivity analyses were performed using the leave-one-out method. A reverse MR analysis was performed with sepsis as the exposure and B7-H3 as the outcome to exclude potential reverse causation. RESULTS IVW analysis indicated a significant positive causal association between B7-H3 and sepsis susceptibility, severity, and clinical outcomes. A genetically predicted 1-standard deviation (SD) increase in B7-H3 levels was associated with a 10.4% increased risk of sepsis (OR=1.104, 95% CI 1.021 to 1.194, P=0.013), a 26.2% increased risk of sepsis-related 28-day mortality (OR=1.262, 95% CI 1.078 to 1.476, P=0.004), a 22.3% increased risk of severe sepsis (OR=1.223, 95% CI 1.023 to 1.463, P=0.027), and a 60.2% increased risk of severe sepsis with 28-day mortality (OR=1.602, 95% CI 1.119 to 2.294, P=0.010). The causal effect direction remained consistent across IVW, WME, MR-Egger, and cML-MA analyses, reinforcing the robustness and reliability of the results. Cochran's Q test showed no heterogeneity (P>0.05), while MR-PRESSO and MR-Egger intercept tests indicated no evidence of horizontal pleiotropy (both P>0.05). The leave-one-out analysis showed that removing individual SNPs did not significantly alter the causal estimates. Reverse MR analysis showed no causal association between sepsis and B7-H3. CONCLUSIONS B7-H3 may serve as an important biomarker for sepsis, as it is closely associated with sepsis susceptibility, severity, and clinical outcomes.
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Affiliation(s)
- Mingjun Guo
- Department of Critical Care Medicine, Third Xiangya Hospital, Central South University, Changsha 410013, China.
| | - Zhihui He
- Department of Critical Care Medicine, Third Xiangya Hospital, Central South University, Changsha 410013, China.
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21
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Li Y, Fang M, Li D, Wu P, Wu X, Xu X, Ma H, Li Y, Zhang N. Association of gut microbiota with critical pneumonia: A two-sample Mendelian randomization study. Medicine (Baltimore) 2024; 103:e39677. [PMID: 39432662 PMCID: PMC11495696 DOI: 10.1097/md.0000000000039677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 08/23/2024] [Indexed: 10/23/2024] Open
Abstract
This study investigated the causal effect of gut microbiota on critical pneumonia. Data came from a large-scale gut microbiota data set (n = 18,340) and the critical pneumonia genome-wide genotyping array (cases n = 2758 and controls n = 42,8607). Inverse variance weighting was used as the primary Mendelian randomization (MR) analysis method. Weighted median, MR-Egger, simple model, weighted model, and MR-Egger, were used to evaluate robustness. Sensitivity analysis used Cochran Q test, MR-Egger intercept test, and MR-PRESSO. For critical pneumonia, inverse variance weighting estimates suggested that Class Verrucomicrobiae (OR = 0.415; 95% CI: 0.207, 0.833; P = .013), Family Verrucomicrobiaceae (OR = 0.415; 95% CI: 0.207, 0.833; P = .013), Genus Akkermansia (OR = 0.415; 95% CI: 0.207, 0.833; P = .013), Genus LachnospiraceaeFCS020group (OR = 0.449; 95% CI: 0.230, 0.890; P = .021), Genus Parasutterella (OR = 0.466; 95% CI: 0.233, 0.929; P = .030), Genus Prevotella7 (OR = 0.645; 95% CI: 0.432, 0.960; P = .031), Order Verrucomicrobiales (OR = 0.415; 95% CI: 0.207, 0.833; P = .013), and Phylum Cyanobacteria (OR = 0.510; 95% CI: 0.272, 0.956; P = .036) had a reduced risk, while Family Enterobacteriaceae (OR = 2.746; 95% CI: 1.008, 7.474; P = .048), Genus RuminococcaceaeUCG003 (OR = 2.811; 95% CI: 1.349, 5.851; P = .006) and Order Enterobacteriales (OR = 2.746; 95% CI: 1.008, 7.474; P = .048) were associated with an increased risk. Sensitivity analyses confirmed that the aforementioned correlations were robust.
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Affiliation(s)
- Yuanxiao Li
- Department of Pediatric Gastroenterology, The Second Hospital, Lanzhou University, Lanzhou, Gansu Province, China
| | - Mengru Fang
- The Second Clinical Medical School, Lanzhou University, Lanzhou, Gansu Province, China
| | - Dan Li
- The Second Clinical Medical School, Lanzhou University, Lanzhou, Gansu Province, China
| | - Peirun Wu
- The Second Clinical Medical School, Lanzhou University, Lanzhou, Gansu Province, China
| | - Xuan Wu
- Department of Pediatric Gastroenterology, The Second Hospital, Lanzhou University, Lanzhou, Gansu Province, China
| | - Xiaonan Xu
- Department of Pediatric Gastroenterology, The Second Hospital, Lanzhou University, Lanzhou, Gansu Province, China
| | - Hanwei Ma
- Department of Pediatric Gastroenterology, The Second Hospital, Lanzhou University, Lanzhou, Gansu Province, China
| | - Yan Li
- Department of Pediatric Gastroenterology, The Second Hospital, Lanzhou University, Lanzhou, Gansu Province, China
| | - Ni Zhang
- Department of Pediatric Gastroenterology, The Second Hospital, Lanzhou University, Lanzhou, Gansu Province, China
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Zheng PF, Zheng ZF, Liu ZY, He J, Rong JJ, Pan HW. HMGCR as a promising molecular target for therapeutic intervention in aortic aneurisms: a mendelian randomization study. Nutr Metab (Lond) 2024; 21:81. [PMID: 39402528 PMCID: PMC11472594 DOI: 10.1186/s12986-024-00849-1] [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: 10/02/2023] [Accepted: 08/30/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND Despite the exploration of the connections between serum low-density lipoprotein cholesterol (LDL-C) levels and aneurisms in epidemiological studies, causality remains unclear. Therefore, this study aimed to assess the causal impact of LDL-C-lowering targets (HMGCR, PCSK9, NPC1L1, CETP, APOB, and LDLR) on various forms of aneurisms using Mendelian Randomization (MR) analysis. METHODS Two genetic instruments acted as proxies for exposure to LDL-C-lowering drugs: expression quantitative trait loci of drug target genes and genetic variants linked to LDL-C near drug target genes. Summary-data-based MR (SMR), inverse-variance-weighted MR (IVW-MR), and multivariable MR (MVMR) methods were employed to compute the effect estimates. RESULTS The SMR analysis revealed substantial associations between increased HMGCR expression and a heightened risk of aortic aneurism (odds ratio [OR] = 1.603, 95% confidence interval [CI] = 1.209-2.124), thoracic aortic aneurism (OR = 1.666, 95% CI = 1.122-2.475), and abdominal aortic aneurism (OR = 1.910, 95% CI = 1.278-2.856). Likewise, IVW-MR analysis demonstrated positive correlations between HMGCR-mediated LDL-C and aortic aneurism (OR = 2.228, 95% CI = 1.702-2.918), thoracic aortic aneurism (OR = 1.751, 95% CI = 1.191-2.575), abdominal aortic aneurism (OR = 4.784, 95% CI = 3.257-7.028), and cerebral aneurism (OR = 1.993, 95% CI = 1.277-3.110). Furthermore, in the MVMR analysis, accounting for body mass index, smoking, and hypertension, a significant positive relationship was established between HMGCR-mediated LDL-C levels and the development of aortic aneurisms, encompassing both thoracic and abdominal subtypes. Similarly, consistent positive associations were observed for PCSK9 and CETP genes, as well as PCSK9-mediated and CETP-mediated LDL-C levels, with the occurrence of aortic aneurism and abdominal aortic aneurism. Nonetheless, the evidence for potential associations between APOB, NPC1L1 and LDLR with specific subtypes of aortic aneurisms lacked consistent support from both SMR and IVW-MR analyses. CONCLUSIONS Our MR analysis offered compelling evidence of a plausible causal link between HMGCR and an increased risk of aortic aneurism, encompassing both thoracic and abdominal types. These groundbreaking findings further bolster the case for the deployment of HMGCR inhibitors in the treatment of aortic aneurisms, including both thoracic and abdominal variants.
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Affiliation(s)
- Peng-Fei Zheng
- Cardiology Department, Hunan Provincial People's Hospital, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China
- Clinical Research Center for Heart Failure in Hunan Province, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China
- Institute of Cardiovascular Epidemiology, Hunan Provincial People's Hospital, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China
| | - Zhao-Fen Zheng
- Cardiology Department, Hunan Provincial People's Hospital, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China
- Clinical Research Center for Heart Failure in Hunan Province, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China
- Institute of Cardiovascular Epidemiology, Hunan Provincial People's Hospital, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China
| | - Zheng-Yu Liu
- Cardiology Department, Hunan Provincial People's Hospital, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China
- Clinical Research Center for Heart Failure in Hunan Province, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China
- Institute of Cardiovascular Epidemiology, Hunan Provincial People's Hospital, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China
| | - Jin He
- Cardiology Department, Hunan Provincial People's Hospital, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China
- Clinical Research Center for Heart Failure in Hunan Province, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China
- Institute of Cardiovascular Epidemiology, Hunan Provincial People's Hospital, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China
| | - Jing-Jing Rong
- Cardiology Department, Hunan Provincial People's Hospital, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China.
- Clinical Research Center for Heart Failure in Hunan Province, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China.
- Institute of Cardiovascular Epidemiology, Hunan Provincial People's Hospital, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China.
| | - Hong-Wei Pan
- Cardiology Department, Hunan Provincial People's Hospital, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China.
- Clinical Research Center for Heart Failure in Hunan Province, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China.
- Institute of Cardiovascular Epidemiology, Hunan Provincial People's Hospital, No.61 West Jiefang Road, Furong District, Changsha, Hunan, 410000, China.
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23
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Wang SE, Viallon V, Lee M, Dimou N, Hamilton F, Biessy C, O'Mara T, Kyrgiou M, Crosbie EJ, Truong T, Severi G, Kaaks R, Fortner RT, Schulze MB, Bendinelli B, Sabina S, Tumino R, Sacerdote C, Panico S, Crous-Bou M, Sánchez MJ, Aizpurua A, Palacios DR, Guevara M, Travis RC, Tsilidis KK, Heath A, Yarmolinsky J, Rinaldi S, Gunter MJ, Dossus L. Circulating inflammatory and immune response proteins and endometrial cancer risk: a nested case-control study and Mendelian randomization analyses. EBioMedicine 2024; 108:105341. [PMID: 39278107 PMCID: PMC11418138 DOI: 10.1016/j.ebiom.2024.105341] [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: 08/30/2024] [Accepted: 09/01/2024] [Indexed: 09/17/2024] Open
Abstract
BACKGROUND Inflammation and immune dysregulation are hypothesized contributors to endometrial carcinogenesis; however, the precise underlying mechanisms remain unclear. METHODS We measured pre-diagnostically 152 plasma protein biomarkers in 624 endometrial cancer case-control pairs nested within the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort. Odds ratios (ORs) were estimated using conditional logistic regression, accounting for confounding and multiple comparisons. Proteins considered as associated with endometrial cancer risk were further tested in a two-sample Mendelian randomization (MR) analysis using summary data from the UK Biobank (n = 52,363) and the Endometrial Cancer Association Consortium (12,270 cases and 46,126 controls). FINDINGS In the EPIC nested case-control study, IL-6 [OR per NPX (doubling of concentration) = 1.28 (95% confidence interval (CI) 1.03-1.57)], HGF [1.48 (1.06-2.07)], PIK3AP1 [1.22 (1.00-1.50)] and CLEC4G [1.52 (1.00-2.32)] were positively associated; HSD11B1 [0.67 (0.49-0.91)], SCF [0.68 (0.49-0.94)], and CCL25 [0.80 (0.65-0.99)] were inversely associated with endometrial cancer risk; all estimates had multiple comparisons adjusted P-value > 0.05. In complementary MR analysis, IL-6 [OR per inverse-rank normalized NPX = 1.19 (95% CI 1.04-1.36)] and HSD11B1 [0.91 (0.84-0.99)] were associated with endometrial cancer risk. INTERPRETATION Altered IL-6 signalling and reduced glucocorticoid activity via HSD11B1 might play important roles in endometrial carcinogenesis. FUNDING Funding for IIG_FULL_2021_008 was obtained from Wereld Kanker Onderzoek Fonds (WKOF), as part of the World Cancer Research Fund International grant programme; Funding for INCA_15849 was obtained from Institut National du Cancer (INCa).
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Affiliation(s)
- Sabrina E Wang
- International Agency for Research on Cancer, World Health Organization, Lyon, France.
| | - Vivian Viallon
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Matthew Lee
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Niki Dimou
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Fergus Hamilton
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom; Infection Science, North Bristol NHS Trust, Bristol, United Kingdom
| | - Carine Biessy
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Tracy O'Mara
- Cancer Research Program, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Maria Kyrgiou
- Department of Metabolism, Digestion & Reproduction - Surgery and Cancer, Faculty of Medicine, Imperial College London, London, United Kingdom; West London Gynaecological Cancer Centre, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Emma J Crosbie
- Gynaecological Oncology Research Group, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, St Mary's Hospital, Manchester, United Kingdom; Department of Obstetrics and Gynaecology, St Mary's Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, United Kingdom
| | - Therese Truong
- Paris-Saclay University, UVSQ, Inserm, Gustave Roussy, CESP, Villejuif, France
| | - Gianluca Severi
- Paris-Saclay University, UVSQ, Inserm, Gustave Roussy, CESP, Villejuif, France; Department of Statistics, Computer Science, Applications "G. Parenti", University of Florence, Florence, Italy
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Renée Turzanski Fortner
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany; Department of Research, Cancer Registry of Norway, Norwegian Institute of Public Health, Oslo, Norway
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany; Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany
| | - Benedetta Bendinelli
- Clinical Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - Sieri Sabina
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Rosario Tumino
- Hyblean Association for Epidemiological Research, Aire Onlus, Ragusa, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza Hospital, University of Turin and CPO Piemonte, Turin, Italy
| | | | - Marta Crous-Bou
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO) - Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, USA
| | - Maria-Jose Sánchez
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain; Instituto de Investigación Biosanitaria, Granada, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Amaia Aizpurua
- Sub Directorate for Public Health and Addictions of Gipuzkoa, Ministry of Health of the Basque Government, San Sebastian, Spain; Epidemiology of Chronic and Communicable Diseases Group, Biodonostia Health Research Institute, San Sebastián, Spain
| | - Daniel Rodriguez Palacios
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain; Department of Epidemiology, Murcia Regional Health Council-IMIB, Murcia, Spain
| | - Marcela Guevara
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain; Instituto de Salud Pública y Laboral de Navarra, Pamplona, Spain; Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Ruth C Travis
- Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Konstantinos K Tsilidis
- Cancer Epidemiology and Prevention Research Unit, School of Public Health, Imperial College London, London, United Kingdom; Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
| | - Alicia Heath
- Cancer Epidemiology and Prevention Research Unit, School of Public Health, Imperial College London, London, United Kingdom
| | - James Yarmolinsky
- Cancer Epidemiology and Prevention Research Unit, School of Public Health, Imperial College London, London, United Kingdom
| | - Sabina Rinaldi
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Marc J Gunter
- International Agency for Research on Cancer, World Health Organization, Lyon, France; Cancer Epidemiology and Prevention Research Unit, School of Public Health, Imperial College London, London, United Kingdom
| | - Laure Dossus
- International Agency for Research on Cancer, World Health Organization, Lyon, France
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24
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Luka S, Golea A, Tat RM, Lupan Mureșan EM, Voicescu GT, Vesa ȘC, Ionescu D. Biomarkers as Predictors of Mortality in Sepsis and Septic Shock for Patients Admitted to Emergency Department: Who Is the Winner? A Prospective Study. J Clin Med 2024; 13:5678. [PMID: 39407738 PMCID: PMC11477125 DOI: 10.3390/jcm13195678] [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: 08/28/2024] [Revised: 09/15/2024] [Accepted: 09/22/2024] [Indexed: 10/20/2024] Open
Abstract
Background/Objectives: Sepsis and septic shock remain significant contributors to high early mortality rates among patients admitted to the emergency department (ED). The objective of this study was to identify among newer biomarkers those with the highest sensitivity in early mortality prediction. Methods: This prospective, unicentric, observational study enrolled 47 adult patients admitted to the ED between November 2020 and December 2022. This study monitored the kinetics of the older and newer biomarkers, including azurocidin (AZU1), soluble triggering receptor expressed on myeloid cells (sTREM), soluble urokinase-type plasminogen activator receptor (suPAR), high-sensitivity C-reactive protein (hsCRP), procalcitonin (PCT), and interleukin-6 (IL-6), and their capacity in predicting mortality. Results: SuPAR showed the most significant predictive utility for early prognosis of mortality in the ED, with an area under the curve (AUC) of 0.813 (95% CI: 0.672 to 0.912), a cutoff value > 8168 ng/mL, sensitivity of 75%, and specificity of 81.48% (p < 0.001). IL-6 and PCT showed comparable prognostic accuracy, whereas hsCRP and AZU1 demonstrated lower predictive performance. Conclusions: In our study, suPAR, IL-6, and PCT showed good predictive value for short-term mortality in sepsis and septic shock patients.
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Affiliation(s)
- Sonia Luka
- Department 6 Surgery, Discipline of Emergency Medicine, Iuliu Hatieganu, Faculty of Medicine, University of Medicine and Pharmacy, 3-5 Clinicilor Street, 400347 Cluj-Napoca, Romania; (R.M.T.); (E.M.L.M.)
- Clinical Emergency County Hospital, 3-5 Clinicilor Street, 400347 Cluj-Napoca, Romania;
| | - Adela Golea
- Department 6 Surgery, Discipline of Emergency Medicine, Iuliu Hatieganu, Faculty of Medicine, University of Medicine and Pharmacy, 3-5 Clinicilor Street, 400347 Cluj-Napoca, Romania; (R.M.T.); (E.M.L.M.)
- Clinical Emergency County Hospital, 3-5 Clinicilor Street, 400347 Cluj-Napoca, Romania;
| | - Raluca Mihaela Tat
- Department 6 Surgery, Discipline of Emergency Medicine, Iuliu Hatieganu, Faculty of Medicine, University of Medicine and Pharmacy, 3-5 Clinicilor Street, 400347 Cluj-Napoca, Romania; (R.M.T.); (E.M.L.M.)
- Clinical Emergency County Hospital, 3-5 Clinicilor Street, 400347 Cluj-Napoca, Romania;
| | - Eugenia Maria Lupan Mureșan
- Department 6 Surgery, Discipline of Emergency Medicine, Iuliu Hatieganu, Faculty of Medicine, University of Medicine and Pharmacy, 3-5 Clinicilor Street, 400347 Cluj-Napoca, Romania; (R.M.T.); (E.M.L.M.)
- Clinical Emergency County Hospital, 3-5 Clinicilor Street, 400347 Cluj-Napoca, Romania;
| | - George Teo Voicescu
- Clinical Emergency County Hospital, 3-5 Clinicilor Street, 400347 Cluj-Napoca, Romania;
- CRIMEDIM—Center for Research and Training in Disaster Medicine, Humanitarian Aid and Global Health, Università del Piemonte Orientale, 28100 Novara, Italy
| | - Ștefan Cristian Vesa
- Department 1 Functional Sciences, Discipline of Pharmacology, Toxicology and Clinical Pharmacology, Faculty of Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 23 Marinescu Street, 400337 Cluj-Napoca, Romania;
| | - Daniela Ionescu
- Department 6 Surgery, Discipline of Anaesthesia and Intensive Care I, Faculty of Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 19-21 Croitorilor Street, 400162 Cluj-Napoca, Romania;
- Department of Anaesthesia and Intensive Care, The Regional Institute of Gastroenterology and Hepatology, Prof. Dr. Octavian Fodor, 19-21 Croitorilor Street, 400162 Cluj-Napoca, Romania
- Research Association in Anaesthesia and Intensive Care (ACATI), 400394 Cluj-Napoca, Romania
- Outcome Research Consortium, Cleveland, OH 44195, USA
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25
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Zhang T, Shi Y, Li J, Huang P, Chen K, Yao J. Utilize proteomic analysis to identify potential therapeutic targets for combating sepsis and sepsis-related death. Front Endocrinol (Lausanne) 2024; 15:1448314. [PMID: 39387050 PMCID: PMC11463698 DOI: 10.3389/fendo.2024.1448314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 08/28/2024] [Indexed: 10/12/2024] Open
Abstract
Background Sepsis is an inflammatory disease that leads to severe mortality, highlighting the urgent need to identify new therapeutic strategies for sepsis. Proteomic research serves as a primary source for drug target identification. We employed proteome-wide Mendelian randomization (MR), genetic correlation analysis, and colocalization analysis to identify potential targets for sepsis and sepsis-related death. Methods Genetic data for plasma proteomics were obtained from 35,559 Icelandic individuals and an initial MR analysis was conducted using 13,531 sepsis cases from the FinnGen R10 cohort to identify associations between plasma proteins and sepsis. Subsequently, significant proteins underwent genetic correlation analysis, followed by replication in 54,306 participants from the UK Biobank Pharma Proteomics Project and validation in 11,643 sepsis cases from the UK Biobank. The identified proteins were then subjected to colocalization analysis, enrichment analysis, and protein-protein interaction network analysis. Additionally, we also investigated a MR analysis using plasma proteins on 1,896 sepsis cases with 28-day mortality from the UK Biobank. Results After FDR correction, MR analysis results showed a significant causal relationship between 113 plasma proteins and sepsis. Genetic correlation analysis revealed that only 8 proteins had genetic correlations with sepsis. In the UKB-PPP replication analysis, only 4 proteins were found to be closely associated with sepsis, while validation in the UK Biobank sepsis cases found overlaps for 21 proteins. In total, 30 proteins were identified in the aforementioned analyses, and colocalization analysis revealed that only 2 of these proteins were closely associated with sepsis. Additionally, in the 28-day mortality MR analysis of sepsis, we also found that only 2 proteins were significant. Conclusions The identified plasma proteins and their associated metabolic pathways have enhanced our understanding of the complex relationship between proteins and sepsis. This provides new avenues for the development of drug targets and paves the way for further research in this field.
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Affiliation(s)
- Tianlong Zhang
- Department of Critical Care Medicine, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China
| | - Yin Shi
- Department of Internal Medicine, Yiwu Maternity And Children Hospital, Yiwu, Zhejiang, China
| | - Jiayue Li
- Department of Anesthesiology, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China
| | - Peiyao Huang
- Department of Gastroenterology, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China
| | - Kun Chen
- Department of Critical Care Medicine, Jinhua Hospital Affiliated to Zhejiang University, Jinhua, Zhejiang, China
| | - Jiali Yao
- Department of Critical Care Medicine, Jinhua Hospital Affiliated to Zhejiang University, Jinhua, Zhejiang, China
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Zhou D, Wang W, Gu J, Lu Q. Causal effects of sepsis on structural changes in cerebral cortex: A Mendelian randomization investigation. Medicine (Baltimore) 2024; 103:e39404. [PMID: 39252275 PMCID: PMC11383497 DOI: 10.1097/md.0000000000039404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 08/01/2024] [Indexed: 09/11/2024] Open
Abstract
Previous research has shown a strong correlation between sepsis and brain structure. However, whether this relationship represents a causality remains elusive. In this study, we employed Mendelian randomization (MR) to probe the associations of genetically predicted sepsis and sepsis-related death with structural changes in specific brain regions. Genome-wide association study (GWAS) data for sepsis phenotypes (sepsis and sepsis-related death) were obtained from the IEU OpenGWAS. Correspondingly, GWAS data for brain structural traits (volume of the subcortical structure, cortical thickness, and surface area) were derived from the ENIGMA consortium. Inverse variance weighted was mainly utilized to assess the causal effects, while weighted median and MR-Egger regression served as complementary methods. Sensitivity analyses were implemented with Cochran Q test, MR-Egger regression, and MR-PRESSO. In addition, a reverse MR analysis was carried out to assess the possibility of reverse causation. We identified that genetic liability to sepsis was normally significantly associated with a reduced surface area of the postcentral gyrus (β = -35.5280, SE = 13.7465, P = .0096). The genetic liability to sepsis-related death showed a suggestive positive correlation with the surface area of fusiform gyrus (β = 11.0920, SE = 3.6412, P = .0023) and posterior cingulate gyrus (β = 3.6530, SE = 1.6684, P = .0286), While it presented a suggestive negative correlation with surface area of the caudal middle frontal gyrus (β = -11.4586, SE = 5.1501, P = .0261) and frontal pole (β = -1.0024, SE = 0.4329, P = .0206). We also indicated a possible bidirectional causal association between genetic liability to sepsis-related death and the thickness of the transverse temporal gyrus. Sensitivity analyses verified the robustness of the above associations. These findings suggested that genetically determined liability to sepsis might influence the specific brain structure in a causal way, offering new perspectives to investigate the mechanism of sepsis-related neuropsychiatric disorders.
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Affiliation(s)
- Dengfeng Zhou
- Department of Respiratory and Critical Care Medicine, Wuhan Fourth Hospital, Wuhan, Hubei Province, China
| | - Weina Wang
- Department of Respiratory and Critical Care Medicine, Wuhan Fourth Hospital, Wuhan, Hubei Province, China
| | - Jiaying Gu
- Department of Respiratory and Critical Care Medicine, Wuhan Fourth Hospital, Wuhan, Hubei Province, China
| | - Qiaofa Lu
- Department of Respiratory and Critical Care Medicine, Wuhan Fourth Hospital, Wuhan, Hubei Province, China
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Hobbs KJ, Bayless R, Sheats MK. A Comparative Review of Cytokines and Cytokine Targeting in Sepsis: From Humans to Horses. Cells 2024; 13:1489. [PMID: 39273060 PMCID: PMC11394191 DOI: 10.3390/cells13171489] [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: 06/30/2024] [Revised: 08/26/2024] [Accepted: 09/04/2024] [Indexed: 09/15/2024] Open
Abstract
With the emergence of COVID-19, there is an increased focus in human literature on cytokine production, the implications of cytokine overproduction, and the development of novel cytokine-targeting therapies for use during sepsis. In addition to viral infections such as COVID-19, bacterial infections resulting in exposure to endotoxins and exotoxins in humans can also lead to sepsis, resulting in organ failure and death. Like humans, horses are exquisitely sensitive to endotoxin and are among the veterinary species that develop clinical sepsis similar to humans. These similarities suggest that horses may serve as a naturally occurring model of human sepsis. Indeed, evidence shows that both species experience cytokine dysregulation, severe neutropenia, the formation of neutrophil extracellular traps, and decreased perfusion parameters during sepsis. Sepsis treatments that target cytokines in both species include hemoperfusion therapy, steroids, antioxidants, and immunomodulation therapy. This review will present the shared cytokine physiology across humans and horses as well as historical and updated perspectives on cytokine-targeting therapy. Finally, this review will discuss the potential benefits of increased knowledge of equine cytokine mechanisms and their potential positive impact on human medicine.
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Affiliation(s)
- Kallie J. Hobbs
- Department of Clinical Sciences, North Carolina State University, Raleigh, NC 27526, USA;
| | - Rosemary Bayless
- Department of Molecular Biomedical Sciences, North Carolina State University, Raleigh, NC 27526, USA;
| | - M. Katie Sheats
- Department of Clinical Sciences, North Carolina State University, Raleigh, NC 27526, USA;
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Carter MJ, Carrol ED, Ranjit S, Mozun R, Kissoon N, Watson RS, Schlapbach LJ. Susceptibility to childhood sepsis, contemporary management, and future directions. THE LANCET. CHILD & ADOLESCENT HEALTH 2024; 8:682-694. [PMID: 39142742 DOI: 10.1016/s2352-4642(24)00141-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 05/27/2024] [Accepted: 06/04/2024] [Indexed: 08/16/2024]
Abstract
Sepsis disproportionally affects children across all health-care settings and is one of the leading causes of morbidity and mortality in neonatal and paediatric age groups. As shown in the first paper in this Series, the age-specific incidence of sepsis is highest during the first years of life, before approaching adult incidence rates during adolescence. In the second paper in this Series, we focus on the unique susceptibility of paediatric patients to sepsis and how the underlying dysregulated host response relates to developmental aspects of children's immune system, genetic, perinatal, and environmental factors, and comorbidities and socioeconomic determinants of health, which often differ between children and adults. State-of-the-art clinical management of paediatric sepsis is organised around three treatment pillars-diagnosis, early resuscitation, and titration of advanced care-and we examine available treatment guidelines and the limitations of their supporting evidence. Serious evidence gaps remain in key areas of paediatric sepsis care, especially surrounding recognition, common interventions, and survivor support, and to this end we offer a research roadmap for the next decade that could accelerate targeted diagnostics and personalised use of immunomodulation. However, improving outcomes for children with sepsis relies fundamentally on systematic quality improvement in both recognition and treatment, which is the theme of the third paper in this Series. Digital health, as shown in the fourth and final paper of this Series, holds promising potential in breaking down the barriers that hinder progress in paediatric sepsis care and, ultimately, global child health.
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Affiliation(s)
- Michael J Carter
- Centre for Human Genetics, University of Oxford, Oxford, UK; Paediatric Intensive Care unit, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Enitan D Carrol
- Department of Clinical Infection, Microbiology and Immunology, University of Liverpool Institute of Infection, Veterinary and Ecological Sciences, Liverpool, UK
| | | | - Rebeca Mozun
- Department of Intensive Care and Neonatology, and Children's Research Center, University Children's Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Niranjan Kissoon
- Global Child Health Department of Pediatrics and Emergency Medicine, British Columbia Women and Children's Hospital and the University of British Columbia, Vancouver, BC, Canada
| | - R Scott Watson
- Seattle Children's Hospital, University of Washington School of Medicine, Seattle, WA, USA
| | - Luregn J Schlapbach
- Department of Intensive Care and Neonatology, and Children's Research Center, University Children's Hospital Zurich, University of Zurich, Zurich, Switzerland; Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia.
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29
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Yu YM, Jin GH, Zhong C, Qian H, Wang L, Zhan F. Exploring the role of interleukin-6 receptor blockade in epilepsy and associated neuropsychiatric conditions through a mendelian randomization study. World J Psychiatry 2024; 14:1244-1253. [PMID: 39165549 PMCID: PMC11331385 DOI: 10.5498/wjp.v14.i8.1244] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 07/05/2024] [Accepted: 07/11/2024] [Indexed: 08/12/2024] Open
Abstract
BACKGROUND The interplay between inflammation, immune dysregulation, and the onset of neurological disorders, including epilepsy, has become increasingly recognized. Interleukin (IL)-6, a pro-inflammatory cytokine, is suspected to not only mediate traditional inflammatory pathways but also contribute to neuroinflammatory responses that could underpin neuropsychiatric symptoms and broader psychiatric disorders in epilepsy patients. The role of IL-6 receptor (IL6R) blockade presents an intriguing target for therapeutic intervention due to its potential to attenuate these processes. AIM To explore the potential of IL6R blockade in reducing the risk of epilepsy and investigate whether this pathway might also influence associated psychiatric and neuropsychiatric conditions due to neuroinflammation. METHODS Mendelian randomization (MR) analysis employing single nucleotide polymorphisms (SNPs) in the vicinity of the IL6R gene (total individuals = 408225) was used to evaluate the putative causal relationship between IL6R blockade and epilepsy (total cases/controls = 12891/312803), focal epilepsy (cases/controls = 7526/399290), and generalized epilepsy (cases/controls = 1413/399287). SNP weights were determined by their effect on C-reactive protein (CRP) levels and integrated using inverse variance-weighted meta-analysis as surrogates for IL6R effects. To address potential outlier and pleiotropic influences, sensitivity analyses were conducted employing a variety of MR methods under different modeling assumptions. RESULTS The genetic simulation targeting IL6R blockade revealed a modest but significant reduction in overall epilepsy risk [inverse variance weighting: Odds ratio (OR): 0.827; 95% confidence interval (CI): 0.685-1.000; P = 0.05]. Subtype analysis showed variability, with no significant effect observed in generalized, focal, or specific childhood and juvenile epilepsy forms. Beyond the primary inflammatory marker CRP, the findings also suggested potential non-inflammatory pathways mediated by IL-6 signaling contributing to the neurobiological landscape of epilepsy, hinting at possible links to neuroinflammation, psychiatric symptoms, and associated mental disorders. CONCLUSION The investigation underscored a tentative causal relationship between IL6R blockade and decreased epilepsy incidence, likely mediated via complex neuroinflammatory pathways. These results encouraged further in-depth studies involving larger cohorts and multifaceted psychiatric assessments to corroborate these findings and more thoroughly delineate the neuro-psychiatric implications of IL-6 signaling in epilepsy. The exploration of IL6R blockade could herald a novel therapeutic avenue not just for seizure management but also for addressing the broader psychiatric and cognitive disturbances often associated with epilepsy.
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Affiliation(s)
- Yan-Mei Yu
- Department of Pediatrics, The First People's Hospital of Chuzhou, Chuzhou 239001, Anhui Province, China
| | - Gui-Hong Jin
- Department of Pediatrics, The First People's Hospital of Chuzhou, Chuzhou 239001, Anhui Province, China
| | - Chong Zhong
- Department of Pediatrics, The First People's Hospital of Chuzhou, Chuzhou 239001, Anhui Province, China
| | - Hao Qian
- Department of Pediatrics, The First People's Hospital of Chuzhou, Chuzhou 239001, Anhui Province, China
| | - Lei Wang
- Department of Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou 325000, Zhejiang Province, China
| | - Feng Zhan
- Department of Pediatrics, The First People's Hospital of Chuzhou, Chuzhou 239001, Anhui Province, China
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Luo J, Liu P, Luo Y. Genetic prediction of asthma increases multiple sepsis risks: A Mendelian randomization study. World Allergy Organ J 2024; 17:100937. [PMID: 39156599 PMCID: PMC11327466 DOI: 10.1016/j.waojou.2024.100937] [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: 10/19/2023] [Revised: 04/24/2024] [Accepted: 07/03/2024] [Indexed: 08/20/2024] Open
Abstract
Background Observational epidemiological studies have indicated a potential association between asthma and sepsis, although the causal relationship between these 2 conditions remains uncertain. To further investigate this relationship, the present study utilized Mendelian randomization (MR) analysis approach to explore the potential links between asthma and various types of sepsis. Methods In a large-scale genome-wide association study, single nucleotide polymorphisms (SNPs) associated with asthma were selected as instrumental variables. Three methods, including inverse-variance weighted (IVW), MR-Egger regression, and weighted median were used to assess the causal relationship between asthma and sepsis. The odds ratio (OR) and 95% confidence interval (CI) were used as the evaluation metrics for causal relationships, and sensitivity analysis was conducted to assess pleiotropy and instrument validity. Finally, a reverse MR analysis was conducted to investigate whether there is a causal relationship between sepsis and asthma. Results We found a positive association between asthma and an increased risk of sepsis (OR=1.18, P<0.05), streptococcal sepsis (OR=1.23, P=0.04), pneumonia-related sepsis (OR=1.57, P<0.05), pneumococcal sepsis (OR=1.58, P=0.01), other sepsis (OR=1.15, P<0.05), and sepsis in intensive care unit (ICU) settings (OR=1.23, P=0.02). Sensitivity analysis showed consistent results without heterogeneity or pleiotropy. The reverse MR analysis reveals no causal relationship between various types of sepsis and asthma. Conclusion Our study demonstrates a causal relationship between asthma and different types of sepsis. These findings suggest the importance of healthcare providers paying attention to the potential risk of sepsis in asthma patients and implementing appropriate preventive and intervention measures in a timely manner.
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Affiliation(s)
- Jihang Luo
- Department of Infectious Diseases, Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Puyu Liu
- Department of Pathology, Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Yawen Luo
- Department of Infectious Diseases, Affiliated Hospital of Zunyi Medical University, Zunyi, China
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31
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Drost CC, Rovas A, Osiaevi I, Schughart K, Lukasz A, Linke WA, Pavenstädt H, Kümpers P. Interleukin-6 drives endothelial glycocalyx damage in COVID-19 and bacterial sepsis. Angiogenesis 2024; 27:411-422. [PMID: 38598083 PMCID: PMC11303473 DOI: 10.1007/s10456-024-09916-w] [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: 02/10/2024] [Accepted: 03/28/2024] [Indexed: 04/11/2024]
Abstract
Damage of the endothelial glycocalyx (eGC) plays a central role in the development of vascular hyperpermeability and organ damage during systemic inflammation. However, the specific signalling pathways for eGC damage remain poorly defined. Aim of this study was to combine sublingual video-microscopy, plasma proteomics and live cell imaging to uncover further pathways of eGC damage in patients with coronavirus disease 2019 (COVID-19) or bacterial sepsis. This secondary analysis of the prospective multicenter MICROCODE study included 22 patients with COVID-19 and 43 patients with bacterial sepsis admitted to intermediate or intensive care units and 10 healthy controls. Interleukin-6 (IL-6) was strongly associated with damaged eGC and correlated both with eGC dimensions (rs=0.36, p = 0.0015) and circulating eGC biomarkers. In vitro, IL-6 reduced eGC height and coverage, which was inhibited by blocking IL-6 signalling with the anti-IL-6 receptor antibody tocilizumab or the Janus kinase inhibitor tofacitinib. Exposure of endothelial cells to 5% serum from COVID-19 or sepsis patients resulted in a significant decrease in eGC height, which was attenuated by co-incubation with tocilizumab. In an external COVID-19 cohort of 219 patients from Massachusetts General Hospital, a previously identified proteomic eGC signature correlated with IL-6 (rs=-0.58, p < 0.0001) and predicted the combined endpoint of 28-day mortality and/or intubation (ROC-AUC: 0.86 [95% CI: 0.81-0.91], p < 0.001). The data suggest that IL-6 may significantly drive eGC damage in COVID-19 and bacterial sepsis. Our findings provide valuable insights into pathomechanisms of vascular dysfunction during systemic inflammation and highlight the need for further in vivo studies.
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Affiliation(s)
- Carolin Christina Drost
- Department of Medicine D, Division of General Internal and Emergency Medicine, Nephrology, and Rheumatology, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Alexandros Rovas
- Department of Medicine D, Division of General Internal and Emergency Medicine, Nephrology, and Rheumatology, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Irina Osiaevi
- Department of Medicine D, Division of General Internal and Emergency Medicine, Nephrology, and Rheumatology, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
- Department of Medicine A, Hematology, Oncology and Pulmonary Medicine, University Hospital Muenster, 48149, Muenster, Germany
| | - Klaus Schughart
- Department of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center, Memphis, TN, USA
- Institute of Virology Münster, University of Münster, Münster, Germany
| | - Alexander Lukasz
- Department of Medicine D, Division of General Internal and Emergency Medicine, Nephrology, and Rheumatology, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Wolfgang A Linke
- Institute of Physiology II, University Hospital Münster, Robert-Koch-Straße 27b, 48149, Münster, Germany
| | - Hermann Pavenstädt
- Department of Medicine D, Division of General Internal and Emergency Medicine, Nephrology, and Rheumatology, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Philipp Kümpers
- Department of Medicine D, Division of General Internal and Emergency Medicine, Nephrology, and Rheumatology, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany.
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32
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Millar JE, Docherty AB. It ain't what you do (it's the way that you do it): modulating the host response in sepsis. Anaesthesia 2024; 79:792-796. [PMID: 38747302 DOI: 10.1111/anae.16314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/29/2024] [Indexed: 07/16/2024]
Affiliation(s)
- Jonathan E Millar
- Baillie-Gifford Pandemic Science Hub, Centre for Inflammation Research, University of Edinburgh, Edinburgh, UK
- Intensive Care Unit, Queen Elizabeth University Hospital, Glasgow, UK
| | - Annemarie B Docherty
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK
- Intensive Care Unit, Royal Infirmary of Edinburgh, Edinburgh, UK
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Donnenberg VS, Luketich JD, Popov B, Bartlett DL, Donnenberg AD. A common secretomic signature across epithelial cancers metastatic to the pleura supports IL-6 axis therapeutic targeting. Front Immunol 2024; 15:1404373. [PMID: 39114667 PMCID: PMC11303180 DOI: 10.3389/fimmu.2024.1404373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 07/04/2024] [Indexed: 08/10/2024] Open
Abstract
Background Many cancers metastasize to the pleura, resulting in effusions that cause dyspnea and discomfort. Regardless of the tissue of origin, pleural malignancies are aggressive and uniformly fatal, with no treatment shown to prolong life. The pleural mesothelial monolayer is joined by tight junctions forming a contained bioreactor-like space, concentrating cytokines and chemokines secreted by the mesothelium, tumor, and infiltrating immune cells. This space represents a unique environment that profoundly influences tumor and immune cell behavior. Defining the pleural secretome is an important step in the rational development localized intrapleural immunotherapy. Method We measured cytokine/chemokine content of 252 malignant pleural effusion (MPE) samples across multiple cancers using a 40-analyte panel and Luminex multiplexing technology. Results Eleven analytes were consistently present in concentrations ≥ 10.0 pM: CXCL10/IP10 (geometric mean = 672.3 pM), CCL2/MCP1 (562.9 pM), sIL-6Rα (403.1 pM), IL-6 (137.6 pM), CXCL1/GRO (80.3 pM), TGFβ1 (76.8 pM), CCL22/MDC (54.8 pM), CXCL8/IL-8 (29.2 pM), CCL11/Eotaxin (12.6 pM), IL-10 (11.3 pM), and G-CSF (11.0 pM). All are capable of mediating chemotaxis, promotion of epithelial to mesenchymal transition, or immunosuppression, and many of are reportedly downstream of a pro-inflammatory cytokine cascade mediated by cytokine IL-6 and its soluble receptor. Conclusion The data indicate high concentrations of several cytokines and chemokines across epithelial cancers metastatic to the pleura and support the contention that the pleural environment is the major factor responsible for the clinical course of MPE across cancer types. A sIL-6Rα to IL-6 molar ratio of 2.7 ensures that virtually all epithelial, immune and vascular endothelial cells in the pleural environment are affected by IL-6 signaling. The central role likely played by IL-6 in the pathogenesis of MPE argues in favor of a therapeutic approach targeting the IL-6/IL-6R axis.
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Affiliation(s)
- Vera S. Donnenberg
- Department of Cardiothoracic Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- UPMC Hillman Cancer Centers, Pittsburgh, PA, United States
- McGowan Institute for Regenerative Medicine, Pittsburgh, PA, United States
| | - James D. Luketich
- Department of Cardiothoracic Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- UPMC Hillman Cancer Centers, Pittsburgh, PA, United States
| | - Bosko Popov
- UPMC Hillman Cancer Centers, Pittsburgh, PA, United States
| | - David L. Bartlett
- Allegheny Health Network Cancer Institute, Pittsburgh, PA, United States
- College of Medicine, Drexel University, Philadelphia, PA, United States
- Department of Surgery, College of Medicine, Drexel University, Philadelphia, PA, United States
| | - Albert D. Donnenberg
- McGowan Institute for Regenerative Medicine, Pittsburgh, PA, United States
- Allegheny Health Network Cancer Institute, Pittsburgh, PA, United States
- College of Medicine, Drexel University, Philadelphia, PA, United States
- Department of Medicine, College of Medicine, Drexel University, Philadelphia, PA, United States
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Kim MJ, Choi EJ, Choi EJ. Evolving Paradigms in Sepsis Management: A Narrative Review. Cells 2024; 13:1172. [PMID: 39056754 PMCID: PMC11274781 DOI: 10.3390/cells13141172] [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: 06/11/2024] [Revised: 07/05/2024] [Accepted: 07/08/2024] [Indexed: 07/28/2024] Open
Abstract
Sepsis, a condition characterized by life-threatening organ dysfunction due to a dysregulated host response to infection, significantly impacts global health, with mortality rates varying widely across regions. Traditional therapeutic strategies that target hyperinflammation and immunosuppression have largely failed to improve outcomes, underscoring the need for innovative approaches. This review examines the development of therapeutic agents for sepsis, with a focus on clinical trials addressing hyperinflammation and immunosuppression. It highlights the frequent failures of these trials, explores the underlying reasons, and outlines current research efforts aimed at bridging the gap between theoretical advancements and clinical applications. Although personalized medicine and phenotypic categorization present promising directions, this review emphasizes the importance of understanding the complex pathogenesis of sepsis and developing targeted, effective therapies to enhance patient outcomes. By addressing the multifaceted nature of sepsis, future research can pave the way for more precise and individualized treatment strategies, ultimately improving the management and prognosis of sepsis patients.
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Affiliation(s)
- Min-Ji Kim
- Department of Internal Medicine, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, Daegu 41404, Republic of Korea;
| | - Eun-Joo Choi
- Department of Anesthesiology and Pain Medicine, School of Medicine, Daegu Catholic University, Daegu 42472, Republic of Korea;
| | - Eun-Jung Choi
- Department of Anatomy, School of Medicine, Daegu Catholic University, Duryugongwon-ro 17gil, Nam-gu, Daegu 42472, Republic of Korea
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Jang JH, Choi E, Kim T, Yeo HJ, Jeon D, Kim YS, Cho WH. Navigating the Modern Landscape of Sepsis: Advances in Diagnosis and Treatment. Int J Mol Sci 2024; 25:7396. [PMID: 39000503 PMCID: PMC11242529 DOI: 10.3390/ijms25137396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 06/27/2024] [Accepted: 07/03/2024] [Indexed: 07/16/2024] Open
Abstract
Sepsis poses a significant threat to human health due to its high morbidity and mortality rates worldwide. Traditional diagnostic methods for identifying sepsis or its causative organisms are time-consuming and contribute to a high mortality rate. Biomarkers have been developed to overcome these limitations and are currently used for sepsis diagnosis, prognosis prediction, and treatment response assessment. Over the past few decades, more than 250 biomarkers have been identified, a few of which have been used in clinical decision-making. Consistent with the limitations of diagnosing sepsis, there is currently no specific treatment for sepsis. Currently, the general treatment for sepsis is conservative and includes timely antibiotic use and hemodynamic support. When planning sepsis-specific treatment, it is important to select the most suitable patient, considering the heterogeneous nature of sepsis. This comprehensive review summarizes current and evolving biomarkers and therapeutic approaches for sepsis.
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Affiliation(s)
- Jin Ho Jang
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Internal Medicine, Transplantation Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan 50612, Republic of Korea; (J.H.J.); (E.C.); (T.K.); (H.J.Y.); (D.J.); (Y.S.K.)
- Department of Internal Medicine, School of Medicine, Pusan National University, Yangsan 50612, Republic of Korea
| | - Eunjeong Choi
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Internal Medicine, Transplantation Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan 50612, Republic of Korea; (J.H.J.); (E.C.); (T.K.); (H.J.Y.); (D.J.); (Y.S.K.)
- Department of Internal Medicine, School of Medicine, Pusan National University, Yangsan 50612, Republic of Korea
| | - Taehwa Kim
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Internal Medicine, Transplantation Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan 50612, Republic of Korea; (J.H.J.); (E.C.); (T.K.); (H.J.Y.); (D.J.); (Y.S.K.)
- Department of Internal Medicine, School of Medicine, Pusan National University, Yangsan 50612, Republic of Korea
| | - Hye Ju Yeo
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Internal Medicine, Transplantation Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan 50612, Republic of Korea; (J.H.J.); (E.C.); (T.K.); (H.J.Y.); (D.J.); (Y.S.K.)
- Department of Internal Medicine, School of Medicine, Pusan National University, Yangsan 50612, Republic of Korea
| | - Doosoo Jeon
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Internal Medicine, Transplantation Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan 50612, Republic of Korea; (J.H.J.); (E.C.); (T.K.); (H.J.Y.); (D.J.); (Y.S.K.)
- Department of Internal Medicine, School of Medicine, Pusan National University, Yangsan 50612, Republic of Korea
| | - Yun Seong Kim
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Internal Medicine, Transplantation Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan 50612, Republic of Korea; (J.H.J.); (E.C.); (T.K.); (H.J.Y.); (D.J.); (Y.S.K.)
- Department of Internal Medicine, School of Medicine, Pusan National University, Yangsan 50612, Republic of Korea
| | - Woo Hyun Cho
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Internal Medicine, Transplantation Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan 50612, Republic of Korea; (J.H.J.); (E.C.); (T.K.); (H.J.Y.); (D.J.); (Y.S.K.)
- Department of Internal Medicine, School of Medicine, Pusan National University, Yangsan 50612, Republic of Korea
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Qin Y, Yang X, Ning Z. CAUSAL ROLES OF SERUM URIC ACID LEVELS AND GOUT IN SEPSIS: A MENDELIAN RANDOMIZATION STUDY. Shock 2024; 62:44-50. [PMID: 38517245 DOI: 10.1097/shk.0000000000002365] [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: 03/23/2024]
Abstract
ABSTRACT Objective: Several epidemiological studies have identified a potential link between serum uric acid (UA), gout, and sepsis. The primary objective of this study is to delve deeper into this connection, investigating the causal effect of UA and gout on sepsis by applying Mendelian randomization (MR). Methods: The causal relationship was analyzed using data from Genome-Wide Association Study (GWAS). Inverse variance weighting (IVW) was used as the main analysis method. Three complementary methods were used for our MR analysis, which included the MR-Egger regression method, the weighted median method, the simple median method. Horizontal pleiotropy was identified by MR-Egger intercept test. Cochran's Q statistics were employed to assess the existence of instrument heterogeneity. The leave-one-out method was used as a sensitivity analysis. Results: The IVW results indicated that there was a positive causal relationship between UA and sepsis (critical care) (odds ratio [OR] = 0.24, 95% confidence interval [CI]: 0.04 to 0.43, P = 0.018, F = 4,291.20). There was no significant association between UA and sepsis (28-day death in critical care) (OR = 0.10, 95% CI = -0.29 to 0.50, P = 0.604). There was no significant association between gout and sepsis (critical care) (OR = 0.85, 95% CI = -4.87 to 6.57, P = 0.771), and sepsis (28-day death in critical care) (OR = -6.30, 95% CI = -17.41 to 4.81, P = 0.267). Horizontal pleiotropy was absent in this study. The results were robust under all sensitivity analyses. Conclusion: The study revealed that elevated UA levels were causally linked with sepsis (critical care). No causal relationship had been found between UA and sepsis (28-day death in critical care), as well as between gout and sepsis.
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Affiliation(s)
| | - Xia Yang
- Department of General Practice, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, P. R. China
| | - Zong Ning
- Department of General Practice, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, P. R. China
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Hou F, Gao J, Zhang L, Liu C. Association of IL-6-572 polymorphism with sepsis: An updated meta-analysis. Cytokine 2024; 179:156597. [PMID: 38643631 DOI: 10.1016/j.cyto.2024.156597] [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: 12/01/2023] [Revised: 02/25/2024] [Accepted: 04/03/2024] [Indexed: 04/23/2024]
Abstract
OBJECTIVES To analyze the relationship between IL and 6 572C/G polymorphism with sepsis. METHODS Searching 8 databases the Cochrane Library, China National Knowledge Infrastructure (CNKI), China Biology Medicine (CBM), Chongqing VIP, Embase, PubMed, WanFang Data, and Web of Science from inception to October 1, 2023. Meta-analysis was performed by using Review Manager 5.4 and STATA 15.0. RESULTS 9 studies were included, 1 study was excluded from the previous meta-analysis, and 6 studies were added. Sensitivity analysis suggested that the results were relatively robust. The P values of Egger test indicated that no conspicuous publication bias was found. CONCLUSION According to the meta-analysis results of existing studies, the IL-6 572C/G GG genotype and G allele are risk factors for sepsis, this result changes the previous conclusion that the IL-6 572 polymorphism is not related to sepsis. However, the results still need to be conservatively treated due to the sample size was not large enough.
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Affiliation(s)
- Fang Hou
- Department of Intensive Care Unit, First Affiliated Hospital of Xinjiang Medical University, Xinjiang, China
| | - Jing Gao
- Department of Nursing, First Affiliated Hospital of Xinjiang Medical University, Xinjiang, China.
| | - Li Zhang
- Department of Nursing, First Affiliated Hospital of Xinjiang Medical University, Xinjiang, China
| | - Chang Liu
- First Affiliated Hospital of Xinjiang Medical University, Xinjiang, China
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Wu D, Gong Z, Hao X, Liu L. Genetic perturbation of IL-6 receptor signaling pathway and risk of multiple respiratory diseases. J Transl Med 2024; 22:581. [PMID: 38898459 PMCID: PMC11188576 DOI: 10.1186/s12967-024-05366-6] [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: 05/27/2024] [Accepted: 05/30/2024] [Indexed: 06/21/2024] Open
Abstract
Dysregulation of inflammation can lead to multiple chronic respiratory diseases, such as chronic obstructive pulmonary disease (COPD) and asthma. Interleukin-6 (IL6) is crucial in regulating the inflammatory cascade, but the causal link between IL6 signaling downregulation and respiratory diseases risk is unclear. This study uses Mendelian randomization to examine the effects of IL6R blockade on respiratory diseases. Analyzing data from 522,681 Europeans, 26 genetic variants were obtained to mimic IL6R inhibition. Our findings show that IL6R blockade significantly reduces the risk of COPD (OR = 0.71, 95% CI = 0.60-9.84) and asthma (OR = 0.82, 95% CI = 0.74-0.90), with protective trends for bronchitis, pulmonary embolism, and lung cancer. Results were consistent across methods, with no significant heterogeneity or pleiotropy. These insights suggest IL6R downregulation as a potential therapeutic target for respiratory diseases, meriting further clinical investigation.
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Affiliation(s)
- Dongsheng Wu
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, China
| | - Zhipeng Gong
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, China
| | - Xiaohu Hao
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, China
| | - Lunxu Liu
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, China.
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Song L, Wu D, Wu J, Zhang J, Li W, Wang C. Investigating causal associations between pneumonia and lung cancer using a bidirectional mendelian randomization framework. BMC Cancer 2024; 24:721. [PMID: 38862880 PMCID: PMC11167773 DOI: 10.1186/s12885-024-12147-3] [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: 09/03/2023] [Accepted: 03/19/2024] [Indexed: 06/13/2024] Open
Abstract
BACKGROUND Pneumonia and lung cancer are both major respiratory diseases, and observational studies have explored the association between their susceptibility. However, due to the presence of potential confounders and reverse causality, the comprehensive causal relationships between pneumonia and lung cancer require further exploration. METHODS Genome-wide association study (GWAS) summary-level data were obtained from the hitherto latest FinnGen database, COVID-19 Host Genetics Initiative resource, and International Lung Cancer Consortium. We implemented a bidirectional Mendelian randomization (MR) framework to evaluate the causal relationships between several specific types of pneumonia and lung cancer. The causal estimates were mainly calculated by inverse-variance weighted (IVW) approach. Additionally, sensitivity analyses were also conducted to validate the robustness of the causalty. RESULTS In the MR analyses, overall pneumonia demonstrated a suggestive but modest association with overall lung cancer risk (Odds ratio [OR]: 1.21, 95% confidence interval [CI]: 1.01 - 1.44, P = 0.037). The correlations between specific pneumonia types and overall lung cancer were not as significant, including bacterial pneumonia (OR: 1.07, 95% CI: 0.91 - 1.26, P = 0.386), viral pneumonia (OR: 1.00, 95% CI: 0.95 - 1.06, P = 0.891), asthma-related pneumonia (OR: 1.18, 95% CI: 0.92 - 1.52, P = 0.181), and COVID-19 (OR: 1.01, 95% CI: 0.78 - 1.30, P = 0.952). Reversely, with lung cancer as the exposure, we observed that overall lung cancer had statistically crucial associations with bacterial pneumonia (OR: 1.08, 95% CI: 1.03 - 1.13, P = 0.001) and viral pneumonia (OR: 1.09, 95% CI: 1.01 - 1.19, P = 0.037). Sensitivity analysis also confirmed the robustness of these findings. CONCLUSION This study has presented a systematic investigation into the causal relationships between pneumonia and lung cancer subtypes. Further prospective study is warranted to verify these findings.
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Affiliation(s)
- Lujia Song
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, Targeted Tracer Research and Development Laboratory, Med-X Center for Manufacturing, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Dongsheng Wu
- Department of Thoracic Surgery, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jiayang Wu
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, Targeted Tracer Research and Development Laboratory, Med-X Center for Manufacturing, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jiexi Zhang
- Chengdu Medical College, Chengdu, Sichuan, China
| | - Weimin Li
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, Targeted Tracer Research and Development Laboratory, Med-X Center for Manufacturing, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
| | - Chengdi Wang
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, Targeted Tracer Research and Development Laboratory, Med-X Center for Manufacturing, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
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Ma J, Fu L, Lu Z, Sun Y. Evaluating the Causal Effects of Circulating Proteome on the Risk of Sepsis and Related Outcomes. ACS OMEGA 2024; 9:23864-23872. [PMID: 38854583 PMCID: PMC11154893 DOI: 10.1021/acsomega.4c01934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 05/09/2024] [Accepted: 05/17/2024] [Indexed: 06/11/2024]
Abstract
The current investigation deployed Mendelian randomization (MR) to elucidate the causal relationship between circulating proteins and sepsis. A rigorous two-sample MR analysis evaluated the effect of plasma proteins on the sepsis susceptibility. To affirm the integrity of MR findings, a suite of supplementary analyses, including Bayesian colocalization, Steiger filtering, the assessment of protein-altering polymorphisms, and the correlation between expression quantitative trait loci and protein quantitative trait loci (pQTLs), was employed. The study further integrated the examination of protein-protein interactions and pathway enrichment, along with the identification of pharmacologically actionable targets, to advance our comprehension and outline potential sepsis therapies. Subsequent analyses leveraging cis-pQTLs within MR studies unveiled noteworthy relationships: 94 specific proteins exhibited significant links with sepsis-related 28 day mortality, while 96 distinct proteins correlated with survival outcomes in sepsis. Furthermore, incorporating both cis- and trans-pQTLs in MR investigations revealed more comprehensive findings, associating 201 unique proteins with sepsis-related 28 day mortality and 199 distinct proteins with survival outcomes in sepsis. Markedly, colocalization analyses confirmed that eight of these proteins exhibited prominent evidence for colocalization, emphasizing their potential criticality in sepsis pathophysiology. Further in silico analyses were conducted to delineate putative regulatory networks and to highlight prospective drug targets among these proteins. Employing the MR methodology has shed light on plasma proteins implicated in the etiopathogenesis of sepsis. This novel approach unveiled numerous biomarkers and targets, providing a scientific rationale for the development of new therapeutic strategies and prophylactic measures against sepsis.
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Affiliation(s)
- Jiawei Ma
- The
First Department of Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei 230601, China
- Department
of Critical Care Medicine, Wuxi No. 2 People’s
Hospital, Wuxi 214002, China
- Department
of Critical Care Medicine, Aheqi County
People’s Hospital, Xinjiang 843599, China
| | - Lu Fu
- The
First Department of Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei 230601, China
| | - Zhonghua Lu
- The
First Department of Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei 230601, China
| | - Yun Sun
- The
First Department of Critical Care Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei 230601, China
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Shi W, Lin Q, Zhang M, Ouyang N, Zhang Y, Yang Z. HERPES SIMPLEX VIRUS-1 SUSCEPTIBILITY AS A RISK FACTOR FOR SEPSIS, WITH CYTOMEGALOVIRUS SUSCEPTIBILITY ELEVATING SEVERITY: INSIGHTS FROM A BIDIRECTIONAL MENDELIAN RANDOMIZATION STUDY. Shock 2024; 61:894-904. [PMID: 38662585 DOI: 10.1097/shk.0000000000002351] [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: 05/25/2024]
Abstract
ABSTRACT Objective: We conducted a two-sample bidirectional Mendelian randomization (MR) study to investigate the causal relationships between herpes viruses and sepsis. Methods: Publicly available genome-wide association study data were used. Four viruses, HSV-1, HSV-2, EBV, and CMV, were selected, with serum positivity and levels of antibody in serum as the herpes virus data. Results: In forward MR, susceptibility to HSV-1 was a risk factor for sepsis. The susceptibility to CMV showed a severity-dependent effect on sepsis and was a risk factor for the 28-day mortality from sepsis, and was also a risk factor for 28-day sepsis mortality in critical care admission. The EBV EA-D antibody level after EBV infection was a protective factor for 28-day sepsis mortality in critical care admission, and CMV pp28 antibody level was a risk factor for 28-day sepsis mortality in critical care admission. No statistically significant causal relationships between HSV-2 and sepsis were found. No exposures having statistically significant association with sepsis critical care admission as an outcome were found. In reverse MR, the sepsis critical care admission group manifested a decrease in CMV pp52 antibody levels. No causal relationships with statistical significance between sepsis exposure and other herpes virus outcomes were found. Conclusion: Our study identifies HSV-1 susceptibility as a sepsis risk, with CMV susceptibility elevating severity. Varied effects of EBV and CMV antibodies on sepsis severity are noted. Severe sepsis results in a decline in CMV antibody levels. Our results help prognostic and predictive enrichment and offer valuable information for precision sepsis treatment.
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Affiliation(s)
- Wenjun Shi
- Cellular & Molecular Diagnostics Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Qiao Lin
- Cellular & Molecular Diagnostics Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Meng Zhang
- Department of General Medicine, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Nengtai Ouyang
- Cellular & Molecular Diagnostics Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yin Zhang
- Cellular & Molecular Diagnostics Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zhengfei Yang
- Department of Emergency Medicine, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
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Zhou Q, Shen Q, Chen X, Yang L, Ma Q, Chu L. Identifying depression's genetic role as a precursor to sepsis and increased mortality risk: Comprehensive insights from mendelian randomization analysis. PLoS One 2024; 19:e0300275. [PMID: 38805405 PMCID: PMC11132443 DOI: 10.1371/journal.pone.0300275] [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: 12/13/2023] [Accepted: 02/25/2024] [Indexed: 05/30/2024] Open
Abstract
BACKGROUND Previous retrospective studies have shown a correlation between depression and increased risk of infections, including a moderate rise in sepsis likelihood associated with severe depression and anxiety. To investigate the potential causal links between depression, sepsis, and mortality risks, while considering confounding factors, we employed a Mendelian randomization (MR) approach. METHODS In this two-sample Mendelian randomization study, we analyzed data from a large-scale genome-wide association study on depression, involving 807,553 European individuals (246,363 cases, 561,190 controls). We extracted SNP associations with sepsis and 28-day mortality from UK Biobank GWAS outcomes. The correlation analysis primarily employed the inverse-variance weighted method, supplemented by sensitivity analyses for heterogeneity and pleiotropy assessment. RESULTS Our analysis revealed a potential causal link between depression and an increased risk of sepsis (OR = 1.246, 95% CI: 1.076-1.442, P = 0.003), but no causal association was found with sepsis-induced mortality risk (OR = 1.274, 95% CI: 0.891-1.823, P = 0.184). Sensitivity analyses confirmed the robustness of these findings. CONCLUSIONS We identified a potential causal association between depression and heightened sepsis risk, while no link was found with sepsis-induced mortality. These findings suggest that effective management of depression could be important in preventing sepsis.
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Affiliation(s)
- Qingyi Zhou
- Second Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Qili Shen
- Second Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Xiaohua Chen
- First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Lichun Yang
- Second Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Qiang Ma
- Second Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Liang Chu
- Second Affiliated Hospital of Bengbu Medical College, Bengbu, China
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Hu Y, Xiong Z, Huang P, He W, Zhong M, Zhang D, Tang G. Association of mental disorders with sepsis: a bidirectional Mendelian randomization study. Front Public Health 2024; 12:1327315. [PMID: 38827616 PMCID: PMC11140049 DOI: 10.3389/fpubh.2024.1327315] [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: 11/22/2023] [Accepted: 05/08/2024] [Indexed: 06/04/2024] Open
Abstract
Background Substantial research evidence supports the correlation between mental disorders and sepsis. Nevertheless, the causal connection between a particular psychological disorder and sepsis remains unclear. Methods For investigating the causal relationships between mental disorders and sepsis, genetic variants correlated with mental disorders, including anorexia nervosa (AN), attention-deficit hyperactivity disorder (ADHD), autism spectrum disorder (ASD), bipolar disorder (BD), major depressive disorder (MDD), obsessive-compulsive disorder (OCD), panic disorder (PD), posttraumatic stress disorder (PTSD), schizophrenia (SCZ), and tourette syndrome (TS), were all extracted from the Psychiatric Genomics Consortium (PGC). The causal estimates and direction between these mental disorders and sepsis were evaluated employing a two-sample bidirectional MR strategy. The inverse variance weighted (IVW) method was the primary approach utilized. Various sensitivity analyses were performed to confirm the validity of the causal effect. Meta-analysis, multivariable MR, and mediation MR were conducted to ensure the credibility and depth of this research. Results The presence of AN was in relation to a greater likelihood of sepsis (OR 1.08, 95% CI 1.02-1.14; p = 0.013). A meta-analysis including validation cohorts supported this observation (OR 1.06, 95% CI 1.02-1.09). None of the investigated mental disorders appeared to be impacted when sepsis was set as the exposure factor. Even after adjusting for confounding factors, AN remained statistically significant (OR 1.08, 95% CI 1.02-1.15; p = 0.013). Mediation analysis indicated N-formylmethionine levels (with a mediated proportion of 7.47%), cystatin D levels (2.97%), ketogluconate Metabolism (17.41%) and N10-formyl-tetrahydrofolate biosynthesis (20.06%) might serve as mediators in the pathogenesis of AN-sepsis. Conclusion At the gene prediction level, two-sample bidirectional MR analysis revealed that mental disorder AN had a causal association with an increased likelihood of sepsis. In addition, N-formylmethionine levels, cystatin D levels, ketogluconate metabolism and N10-formyl-tetrahydrofolate biosynthesis may function as potential mediators in the pathophysiology of AN-sepsis. Our research may contribute to the investigation of novel therapeutic strategies for mental illness and sepsis.
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Affiliation(s)
- Yuanzhi Hu
- Guangzhou University of Chinese Medicine, Guangzhou, China
- The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zihui Xiong
- Guangzhou University of Chinese Medicine, Guangzhou, China
- The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Pinge Huang
- Guangzhou University of Chinese Medicine, Guangzhou, China
- The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Wan He
- Guangzhou University of Chinese Medicine, Guangzhou, China
- The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Minlin Zhong
- Emergency Department of Guangdong Provincial Hospital of Traditional Chinese Medicine, Guangzhou, China
| | - Danqi Zhang
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Guanghua Tang
- Emergency Department of Guangdong Provincial Hospital of Traditional Chinese Medicine, Guangzhou, China
- Guangdong Provincial Key Laboratory of Research on Emergency in TCM, Guangzhou, China
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Eriksson M, Lipcsey M, Ilboudo Y, Yoshiji S, Richards B, Hultström M. Uromodulin in sepsis and severe pneumonia: a two-sample Mendelian randomization study. Physiol Genomics 2024; 56:409-416. [PMID: 38369967 DOI: 10.1152/physiolgenomics.00145.2023] [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: 11/27/2023] [Revised: 01/30/2024] [Accepted: 02/12/2024] [Indexed: 02/20/2024] Open
Abstract
The outcome for patients with sepsis-associated acute kidney injury in the intensive care unit (ICU) remains poor. Low serum uromodulin (sUMOD) protein levels have been proposed as a causal mediator of this effect. We investigated the effect of different levels of sUMOD on the risk of sepsis and severe pneumonia and outcomes in these conditions. A two-sample Mendelian randomization (MR) study was performed. Single-nucleotide polymorphisms (SNPs) associated with increased levels of sUMOD were identified and used as instrumental variables for association with outcomes. Data from different cohorts were combined based on disease severity and meta-analyzed. Five SNPs associated with increased sUMOD levels were identified and tested in six datasets from two biobanks. There was no protective effect of increased levels of sUMOD on the risk of sepsis [two cohorts, odds ratio (OR) 0.99 (95% confidence interval 0.95-1.03), P = 0.698, and OR 0.95 (0.91-1.00), P = 0.060, respectively], risk of sepsis requiring ICU admission [OR 1.04 (0.93-1.16), P = 0.467], ICU mortality in sepsis [OR 1.00 (0.74-1.37), P = 0.987], risk of pneumonia requiring ICU admission [OR 1.05 (0.98-1.14), P = 0.181], or ICU mortality in pneumonia [OR 1.17 (0.98-1.39), P = 0.079]. Meta-analysis of hospital-admitted and ICU-admitted patients separately yielded similar results [OR 0.98 (0.95-1.01), P = 0.23, and OR 1.05 (0.99-1.12), P = 0.86, respectively]. Among patients with sepsis and severe pneumonia, there was no protective effect of different levels of sUMOD. Results were consistent regardless of geographic origins and not modified by disease severity. NEW & NOTEWORTHY The presence of acute kidney injury in severe infections increases the likelihood of poor outcome severalfold. A decrease in serum uromodulin (sUMOD), synthetized in the kidney, has been proposed as a mediator of this effect. Using the Mendelian randomization technique, we tested the hypothesis that increased sUMOD is protective in severe infections. Analyses, however, showed no evidence of a protective effect of higher levels of sUMOD in sepsis or severe pneumonia.
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Affiliation(s)
- Mikael Eriksson
- Department of Surgical Sciences, Section of Anesthesiology and Intensive Care Medicine, Uppsala University, Uppsala, Sweden
| | - Miklós Lipcsey
- Department of Surgical Sciences, Section of Anesthesiology and Intensive Care Medicine, Uppsala University, Uppsala, Sweden
- Hedenstierna Laboratory, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Yann Ilboudo
- Lady Davis Institute of Medical Research, Jewish General Hospital, McGill University, Montréal, Québec, Canada
| | - Satoshi Yoshiji
- Lady Davis Institute of Medical Research, Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Department of Human Genetics, McGill University, Montréal, Québec, Canada
- Kyoto-McGill International Collaborative Program in Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Brent Richards
- Lady Davis Institute of Medical Research, Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada
- Department of Twin Research, King's College London, London, United Kingdom
- 5 Prime Sciences, Montréal, Québec, Canada
| | - Michael Hultström
- Department of Surgical Sciences, Section of Anesthesiology and Intensive Care Medicine, Uppsala University, Uppsala, Sweden
- Lady Davis Institute of Medical Research, Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada
- Department of Medical Cell Biology, Integrative Physiology, Uppsala University, Uppsala, Sweden
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Ye L, Gao Y, Mok SWF, Liao W, Wang Y, Chen C, Yang L, Zhang J, Shi L. Modulation of alveolar macrophage and mitochondrial fitness by medicinal plant-derived nanovesicles to mitigate acute lung injury and viral pneumonia. J Nanobiotechnology 2024; 22:190. [PMID: 38637808 PMCID: PMC11025283 DOI: 10.1186/s12951-024-02473-w] [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: 01/17/2024] [Accepted: 04/08/2024] [Indexed: 04/20/2024] Open
Abstract
Acute lung injury (ALI) is generally caused by severe respiratory infection and characterized by overexuberant inflammatory responses and inefficient pathogens-containing, the two major processes wherein alveolar macrophages (AMs) play a central role. Dysfunctional mitochondria have been linked with distorted macrophages and hence lung disorders, but few treatments are currently available to correct these defects. Plant-derive nanovesicles have gained significant attention because of their therapeutic potential, but the targeting cells and the underlying mechanism remain elusive. We herein prepared the nanovesicles from Artemisia annua, a well-known medicinal plant with multiple attributes involving anti-inflammatory, anti-infection, and metabolism-regulating properties. By applying three mice models of acute lung injury caused by bacterial endotoxin, influenza A virus (IAV) and SARS-CoV-2 pseudovirus respectively, we showed that Artemisia-derived nanovesicles (ADNVs) substantially alleviated lung immunopathology and raised the survival rate of challenged mice. Macrophage depletion and adoptive transfer studies confirmed the requirement of AMs for ADNVs effects. We identified that gamma-aminobutyric acid (GABA) enclosed in the vesicles is a major molecular effector mediating the regulatory roles of ADNVs. Specifically, GABA acts on macrophages through GABA receptors, promoting mitochondrial gene programming and bioenergy generation, reducing oxidative stress and inflammatory signals, thereby enhancing the adaptability of AMs to inflammation resolution. Collectively, this study identifies a promising nanotherapeutics for alleviating lung pathology, and elucidates a mechanism whereby the canonical neurotransmitter modifies AMs and mitochondria to resume tissue homeostasis, which may have broader implications for treating critical pulmonary diseases such as COVID-19.
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Affiliation(s)
- Lusha Ye
- Institute of Translational Medicine, Zhejiang Shuren University, Hangzhou, 310015, Zhejiang, China
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Yanan Gao
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Simon Wing Fai Mok
- Department of Medicine, Macau University of Science and Technology, Taipa, Macau, China
| | - Wucan Liao
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Yazhou Wang
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Changjiang Chen
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Lijun Yang
- Institute of Translational Medicine, Zhejiang Shuren University, Hangzhou, 310015, Zhejiang, China
| | - Junfeng Zhang
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Liyun Shi
- Institute of Translational Medicine, Zhejiang Shuren University, Hangzhou, 310015, Zhejiang, China.
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China.
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Shang W, Qian H, Zhang S, Yuan M, Pan X, Huang S, Liu J, Chen D. Human blood metabolites and risk of sepsis: A Mendelian randomization investigation. Eur J Clin Invest 2024; 54:e14145. [PMID: 38041600 DOI: 10.1111/eci.14145] [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: 08/10/2023] [Revised: 11/14/2023] [Accepted: 11/26/2023] [Indexed: 12/03/2023]
Abstract
BACKGROUND Evidence supports the observational correlations between human blood metabolites and sepsis. However, whether these associations represent a causal relationship is unknown. In this study, we applied two-sample Mendelian randomization (MR) analyses to examine causality between genetically proxied 486 blood metabolites and sepsis risk. METHODS We used summary data from genome-wide association studies (GWAS) on 486 metabolites involving 7824 individuals as exposure and a sepsis GWAS including 11,643 cases and 474,841 controls as the outcome. The inverse-variance weighted (IVW) was the primary method to estimate the causal relationship between exposure and outcome, with MR-Egger and weighted median serving as supplements. Sensitivity analyses were implemented with Cochrane's Q test, MR-Egger intercept, MR-PRESSO and leave-one-out analysis. In addition, we performed replication MR, meta-analysis, Steiger test, linkage disequilibrium score (LDSC) regression and multivariable MR (MVMR) to thoroughly verify the causation. RESULTS We identified that genetically determined high levels of 1-oleoylglycerophosphoethanolamine (odds ratio (OR) = .52, 95% confidence interval (CI): .31-.87, p = .0122), alpha-glutamyltyrosine (OR = .75, 95% CI: .60-.93, p = .0102), heptanoate (7:0) (OR = .51, 95% CI: .33-.81, p = .0041) and saccharin (OR = .84, 95% CI: .74-.94, p = .0036) were causally associated with a lower risk of sepsis. MVMR analysis demonstrated the independent causal effect of these metabolites on sepsis. CONCLUSIONS These findings indicated that four blood metabolites have a protective impact on sepsis, thus providing novel perspectives into the metabolite-mediated development mechanism of sepsis by combining genomics and metabolomics.
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Affiliation(s)
- Weifeng Shang
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hang Qian
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Sheng Zhang
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Mingyang Yuan
- Department of Neurology, The Third Xiangya Hospital, Central South University, Changsha, China
| | - Xiaojun Pan
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Sisi Huang
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiao Liu
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Dechang Chen
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Liu H, Liu H, Zhou L, Wen S, Liu T, Ju L, Liu Y. THE RELATIONSHIP BETWEEN CIRCULATING IMMUNE CELL PHENOTYPES AND SEPSIS: A MENDELIAN RANDOMIZATION STUDY. Shock 2024; 61:577-584. [PMID: 38517244 DOI: 10.1097/shk.0000000000002334] [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: 03/23/2024]
Abstract
ABSTRACT Objective: The role of immune cells in sepsis remains unclear, and there is some controversy. Here, we aim to systematically assess whether distinct immune cell phenotypes impact the susceptibility to sepsis. Methods: In this study, we harnessed publicly available summary-level data from genome-wide association studies (GWASs). The selection of genetic variations strongly associated with 731 phenotypes of circulating immune cells served as instrumental variables (IVs). Using a two-sample Mendelian randomization (MR) analysis, we investigated the relationships between different immunophenotypes and the occurrence of sepsis, as well as the 28-day mortality. The MR study utilized the inverse variance weighting (IVW) method as the main analytical approach. In addition, we incorporated four other MR methods for supplementary causal inference, including weighted median (WME), MR-Egger regression, simple mode, and weighted mode. Furthermore, the robustness of the results was affirmed through multiple sensitivity analyses. Results: The results of the IVW method indicated that a total of 36 immunophenotypes are associated with the risk of sepsis. We also identified 34 immunophenotypes with a causal association with the 28-day mortality. Interestingly, before multiple testing corrections, 11 immunophenotypes were determined to have consistent causal relationships with both the occurrence of sepsis and the 28-day mortality. Notably, after false discovery rate (FDR) correction, four immunophenotypes were found to be significantly correlated with susceptibility to sepsis: CD45RA- CD4+ %CD4+ (odds ratio [OR], 1.355; 95% confidence interval [CI], 1.139~1.611; P < 0.001, PFDR = 0.192), HLA DR on HLA DR+ NK (OR, 0.818; 95% CI, 0.726~0.922; P = 0.001, PFDR = 0.192), IgD+ CD24+ %B cell (OR, 0.626; 95% CI, 0.473~0.828; P = 0.001, PFDR = 0.192), and TD DN (CD4- CD8-) AC (OR, 0.655; 95% CI, 0.510~0.840; P < 0.001, PFDR = 0.192). Following FDR correction, only one immunophenotype was confirmed to be negatively correlated with the 28-day mortality: CD39 on CD39+ CD8br (OR, 0.820; 95% CI, 0.737~0.912; P < 0.001, PFDR = 0.184). Conclusion: This study, for the first time, has uncovered indicative evidence of a causal relationship between circulating immune cell phenotypes and varying degrees of sepsis through genetic means. These findings underscore the significance of immune cells in the pathogenesis of sepsis.
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Affiliation(s)
- Hongmei Liu
- Department of Critical Care Medicine, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, Sichuan, China
| | - Hai Liu
- Kunming Medical University, Kunming, Yunnan, China
| | - Li Zhou
- Department of Critical Care Medicine, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, Sichuan, China
| | - Shu Wen
- Department of Intensive Care Unit, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Tiankuang Liu
- Department of Critical Care Medicine, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, Sichuan, China
| | - Linqin Ju
- Department of Critical Care Medicine, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, Sichuan, China
| | - Yiwen Liu
- Department of Critical Care Medicine, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, Sichuan, China
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Shankar-Hari M, Calandra T, Soares MP, Bauer M, Wiersinga WJ, Prescott HC, Knight JC, Baillie KJ, Bos LDJ, Derde LPG, Finfer S, Hotchkiss RS, Marshall J, Openshaw PJM, Seymour CW, Venet F, Vincent JL, Le Tourneau C, Maitland-van der Zee AH, McInnes IB, van der Poll T. Reframing sepsis immunobiology for translation: towards informative subtyping and targeted immunomodulatory therapies. THE LANCET. RESPIRATORY MEDICINE 2024; 12:323-336. [PMID: 38408467 PMCID: PMC11025021 DOI: 10.1016/s2213-2600(23)00468-x] [Citation(s) in RCA: 37] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 11/27/2023] [Accepted: 12/07/2023] [Indexed: 02/28/2024]
Abstract
Sepsis is a common and deadly condition. Within the current model of sepsis immunobiology, the framing of dysregulated host immune responses into proinflammatory and immunosuppressive responses for the testing of novel treatments has not resulted in successful immunomodulatory therapies. Thus, the recent focus has been to parse observable heterogeneity into subtypes of sepsis to enable personalised immunomodulation. In this Personal View, we highlight that many fundamental immunological concepts such as resistance, disease tolerance, resilience, resolution, and repair are not incorporated into the current sepsis immunobiology model. The focus for addressing heterogeneity in sepsis should be broadened beyond subtyping to encompass the identification of deterministic molecular networks or dominant mechanisms. We explicitly reframe the dysregulated host immune responses in sepsis as altered homoeostasis with pathological disruption of immune-driven resistance, disease tolerance, resilience, and resolution mechanisms. Our proposal highlights opportunities to identify novel treatment targets and could enable successful immunomodulation in the future.
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Affiliation(s)
- Manu Shankar-Hari
- Institute for Regeneration and Repair, College of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh, UK.
| | - Thierry Calandra
- Service of Immunology and Allergy, Center of Human Immunology Lausanne, Department of Medicine and Department of Laboratory Medicine and Pathology, Lausanne University Hospital, University of Lausanne, Lausanne, Switzerland
| | | | - Michael Bauer
- Center for Sepsis Control and Care, Jena University Hospital, Jena, Germany
| | - W Joost Wiersinga
- Center for Experimental and Molecular Medicine and Division of Infectious Diseases, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, Netherlands
| | - Hallie C Prescott
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Julian C Knight
- Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Kenneth J Baillie
- Institute for Regeneration and Repair, College of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh, UK
| | - Lieuwe D J Bos
- Department of Intensive Care, Academic Medical Center, Amsterdam, Netherlands
| | - Lennie P G Derde
- Intensive Care Center, University Medical Center Utrecht, Utrecht, Netherlands
| | - Simon Finfer
- Critical Care Division, The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Richard S Hotchkiss
- Department of Anesthesiology and Critical Care Medicine, Washington University School of Medicine in St Louis, St Louis, MO, USA
| | - John Marshall
- Interdepartmental Division of Critical Care, University of Toronto, Toronto, ON, Canada
| | | | - Christopher W Seymour
- Department of Critical Care Medicine, The Clinical Research, Investigation, and Systems Modeling of Acute illness (CRISMA) Center, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Fabienne Venet
- Immunology Laboratory, Edouard Herriot Hospital, Hospices Civils de Lyon, Lyon, France
| | | | - Christophe Le Tourneau
- Department of Drug Development and Innovation (D3i), Institut Curie, Paris-Saclay University, Paris, France
| | - Anke H Maitland-van der Zee
- Department of Pulmonary Medicine, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, Netherlands
| | - Iain B McInnes
- College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Tom van der Poll
- Center for Experimental and Molecular Medicine and Division of Infectious Diseases, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, Netherlands
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49
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Wei Z, Liu Y, Mei X, Zhong J, Huang F. Circulating micronutrient levels and their association with sepsis susceptibility and severity: a Mendelian randomization study. Front Genet 2024; 15:1353118. [PMID: 38435062 PMCID: PMC10904592 DOI: 10.3389/fgene.2024.1353118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Accepted: 02/01/2024] [Indexed: 03/05/2024] Open
Abstract
Background: Sepsis, a global health challenge, necessitates a nuanced understanding of modifiable factors for effective prevention and intervention. The role of trace micronutrients in sepsis pathogenesis remains unclear, and their potential connection, especially with genetic influences, warrants exploration. Methods: We employed Mendelian randomization (MR) analyses to assess the causal relationship between genetically predicted blood levels of nine micronutrients (calcium, β-carotene, iron, magnesium, phosphorus, vitamin C, vitamin B6, vitamin D, and zinc) and sepsis susceptibility, severity, and subtypes. The instrumental variables for circulating micronutrients were derived from nine published genome-wide association studies (GWAS). In the primary MR analysis, we utilized summary statistics for sepsis from two independent databases (UK Biobank and FinnGen consortium), for initial and replication analyses. Subsequently, a meta-analysis was conducted to merge the results. In secondary MR analyses, we assessed the causal effects of micronutrients on five sepsis-related outcomes (severe sepsis, sepsis-related death within 28 days, severe sepsis-related death within 28 days, streptococcal septicaemia, and puerperal sepsis), incorporating multiple sensitivity analyses and multivariable MR to address potential heterogeneity and pleiotropy. Results: The study revealed a significant causal link between genetically forecasted zinc levels and reduced risk of severe sepsis-related death within 28 days (odds ratio [OR] = 0.450; 95% confidence interval [CI]: 0.263, 0.770; p = 3.58 × 10-3). Additionally, suggestive associations were found for iron (increased risk of sepsis), β-carotene (reduced risk of sepsis death) and vitamin C (decreased risk of puerperal sepsis). No significant connections were observed for other micronutrients. Conclusion: Our study highlighted that zinc may emerges as a potential protective factor against severe sepsis-related death within 28 days, providing theoretical support for supplementing zinc in high-risk critically ill sepsis patients. In the future, larger-scale data are needed to validate our findings.
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Affiliation(s)
- Zhengxiao Wei
- Department of Clinical Laboratory, Public Health Clinical Center of Chengdu, Chengdu, Sichuan, China
| | - Yingfen Liu
- Department of Clinical Laboratory, Public Health Clinical Center of Chengdu, Chengdu, Sichuan, China
| | - Xue Mei
- Department of Infectious Diseases, Public Health Clinical Center of Chengdu, Chengdu, Sichuan, China
| | - Jing Zhong
- Department of Clinical Laboratory, Public Health Clinical Center of Chengdu, Chengdu, Sichuan, China
| | - Fuhong Huang
- Department of Ultrasound, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
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50
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Shang W, Zhang S, Qian H, Huang S, Li H, Liu J, Chen D. Gut microbiota and sepsis and sepsis-related death: a Mendelian randomization investigation. Front Immunol 2024; 15:1266230. [PMID: 38361921 PMCID: PMC10867964 DOI: 10.3389/fimmu.2024.1266230] [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: 07/24/2023] [Accepted: 01/02/2024] [Indexed: 02/17/2024] Open
Abstract
Background It is unclear what the causal relationship is between the gut microbiota and sepsis. Therefore, we employed Mendelian randomization (MR) to determine whether a causal link exists between the two. Methods This study used publicly available genome-wide association studies (GWAS) summary data of gut microbiota, sepsis, sepsis (critical care), and sepsis (28-day death in critical care) to perform a two-sample MR analysis. To ensure the robustness of the results, we also conducted a sensitivity analysis. Results For sepsis susceptibility, inverse variance weighted (IVW) estimates revealed that Victivallales (OR = 0.86, 95% CI, 0.78-0.94, p = 0.0017) was protective against sepsis, while Lentisphaerae (OR = 0.89, 95% CI, 0.80-0.99), Gammaproteobacteria (OR = 1.37, 95% CI, 1.08-1.73), Clostridiaceae1 (OR = 1.21, 95% CI, 1.04-1.40), RuminococcaceaeUCG011 (OR = 1.10, 95% CI, 1.01-1.20), Dialister (OR = 0.85, 95% CI, 0.74-0.97), and Coprococcus2 (OR = 0.81, 95% CI, 0.69-0.94) presented a suggestive association with the development of sepsis (all p < 0.05). For sepsis (critical care), IVW estimates indicated that Lentisphaerae (OR = 0.70, 95% CI, 0.53-0.93), Victivallales (OR = 0.67, 95% CI, 0.50-0.91), Anaerostipes (OR = 0.49, 95% CI, 0.31-0.76), LachnospiraceaeUCG004 (OR = 0.51, 95% CI, 0.34-0.77), and Coprococcus1 (OR = 0.66, 95% CI, 0.44-0.99) showed a suggestive negative correlation with sepsis (critical care) (all p < 0.05). For sepsis (28-day death in critical care), IVW estimates suggested that four bacterial taxa had a normally significant negative correlation with the risk of sepsis-related death, including Victivallales (OR = 0.54, 95% CI, 0.30-0.95), Coprococcus2 (OR = 0.34, 95% CI, 0.14-0.83), Ruminiclostridium6 (OR = 0.43, 95% CI, 0.22-0.83), and Coprococcus1 (OR = 0.45, 95% CI, 0.21-0.97), while two bacterial taxa were normally significantly positively linked to the risk of sepsis-related death, namely, Mollicutes (OR = 2.03, 95% CI, 1.01-4.08) and Bacteroidales (OR = 2.65, 95% CI, 1.18-5.96) (all p < 0.05). The robustness of the above correlations was verified by additional sensitivity analyses. Conclusion This MR research found that several gut microbiota taxa were causally linked to the risk of sepsis, sepsis in critical care, and sepsis-related 28-day mortality in critical care.
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Affiliation(s)
| | | | | | | | | | - Jiao Liu
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Dechang Chen
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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