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Davis TME, Bruce DG, Schimke K, Chubb SAP, Davis WA. The inter-relationship between Helicobacter pylori infection, dementia and mortality in type 2 diabetes: The Fremantle Diabetes Study Phase I. J Diabetes Complications 2024; 38:108854. [PMID: 39244938 DOI: 10.1016/j.jdiacomp.2024.108854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 08/24/2024] [Accepted: 09/04/2024] [Indexed: 09/10/2024]
Abstract
BACKGROUND Given sparse relevant data, the aim of this study was to determine whether Helicobacter pylori infection, including cytotoxin-associated gene-A (CagA) producing strains, is associated with dementia in type 2 diabetes (T2DM). METHODS Longitudinal data from 1115 participants in the community-based Fremantle Diabetes Study Phase I (mean age 64.0 years, 48.0 % males; 38.0 % H. pylori seronegative, 24.3 % H. pylori seropositive/CagA seronegative, and 37.7 % H. pylori/CagA seropositive at baseline) were analyzed. RESULTS During up to 19 years of follow-up, 50.3 % and 83.5 % of participants without and with incident dementia, respectively, died. In Cox proportional hazards models, H. pylori/CagA seropositivity (hazard ratio (95 % CI) 1.68 (1.15, 2.46), P = 0.008), but not H. pylori seropositivity/CagA seronegativity (P = 0.541) was an independent predictor of incident dementia, but neither H. pylori seropositivity/CagA seronegativity nor H. pylori/CagA seropositivity were significant predictors in competing risks models (P ≥ 0.280). CONCLUSIONS Although CagA seropositivity in T2DM may have a contributory etiologic role in the risk of dementia, this may be through its association with reduced cardiovascular/all-cause mortality.
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Affiliation(s)
- Timothy M E Davis
- University of Western Australia, Medical School, Fremantle Hospital, PO Box 480, Fremantle, Western Australia 6959, Australia; Department of Endocrinology and Diabetes, Fiona Stanley and Fremantle Hospitals Group, 11 Robin Warren Drive, Murdoch, Western Australia 6150, Australia.
| | - David G Bruce
- University of Western Australia, Medical School, Fremantle Hospital, PO Box 480, Fremantle, Western Australia 6959, Australia
| | - Katrin Schimke
- University of Western Australia, Medical School, Fremantle Hospital, PO Box 480, Fremantle, Western Australia 6959, Australia; Center Practice, Neumarkt 1, St Leonhardstrasse 35, 9000 St Gallen, Switzerland
| | - S A Paul Chubb
- University of Western Australia, Medical School, Fremantle Hospital, PO Box 480, Fremantle, Western Australia 6959, Australia
| | - Wendy A Davis
- University of Western Australia, Medical School, Fremantle Hospital, PO Box 480, Fremantle, Western Australia 6959, Australia
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Rashtchian A, Etemadi MH, Asadi E, Binaei S, Abbasi M, Bayani M, Izadi E, Sadat-Madani SF, Naziri M, Khoshravesh S, Shirani M, Asadi Anar M, Deravi N. Diabetes mellitus and risk of incident dementia in APOE ɛ4 carriers: an updated meta-analysis. BMC Neurosci 2024; 25:28. [PMID: 38918708 PMCID: PMC11201872 DOI: 10.1186/s12868-024-00878-9] [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: 04/15/2024] [Accepted: 06/20/2024] [Indexed: 06/27/2024] Open
Abstract
BACKGROUND AND AIM Diabetes raises the risk of dementia, mortality, and cognitive decline in the elderly, potentially because of hereditary variables such as APOE. In this study, we aim to evaluate Diabetes mellitus and the risk of incident dementia in APOE ɛ4 carriers. METHOD We thoroughly searched PubMed (Medline), Scopus, and Google Scholar databases for related articles up to September 2023. The titles, abstracts, and full texts of articles were reviewed; data were extracted and analyzed. RESULT This meta-analysis included nine cohorts and seven cross-sectional articles with a total of 42,390 population. The study found that APOE ɛ4 carriers with type 2 diabetes (T2D) had a 48% higher risk of developing dementia compared to non-diabetic carriers (Hazard Ratio;1.48, 95%CI1.36-1.60). The frequency of dementia was 3 in 10 people (frequency: 0.3; 95%CI (0.15-0.48). No significant heterogeneity was observed. Egger's test, which we performed, revealed no indication of publication bias among the included articles (p = 0.2). CONCLUSION Overall, diabetes increases the risk of dementia, but further large-scale studies are still required to support the results of current research.
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Affiliation(s)
- Ava Rashtchian
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical Sciences, SBUMS, Arabi Ave, Daneshjoo Blvd, Velenjak, Tehran, 19839-63113, Iran
| | - Mohammad Hossein Etemadi
- Students Research Committee, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Elham Asadi
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical Sciences, SBUMS, Arabi Ave, Daneshjoo Blvd, Velenjak, Tehran, 19839-63113, Iran
| | - Sara Binaei
- Endocrinology and Metabolism Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Mina Abbasi
- Student Research Committee, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Maedeh Bayani
- Student Research Committee,, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Erfan Izadi
- Student Research Committee, School of Medicine, Shahroud University of Medical Sciences, Shahroud, Iran
| | | | - Mahdyieh Naziri
- Student Research Committee, School of Health, Iran University of Medical Science, Tehran, Iran
| | | | - Mahsa Shirani
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical Sciences, SBUMS, Arabi Ave, Daneshjoo Blvd, Velenjak, Tehran, 19839-63113, Iran
| | - Mahsa Asadi Anar
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical Sciences, SBUMS, Arabi Ave, Daneshjoo Blvd, Velenjak, Tehran, 19839-63113, Iran.
| | - Niloofar Deravi
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical Sciences, SBUMS, Arabi Ave, Daneshjoo Blvd, Velenjak, Tehran, 19839-63113, Iran.
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Discovery of the new alpha-glucosidase inhibitor with therapeutic potential in type 2 diabetes mellitus by a novel high-throughput virtual screening and free energy evaluation. J Mol Graph Model 2023; 121:108447. [PMID: 36913808 DOI: 10.1016/j.jmgm.2023.108447] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 02/15/2023] [Accepted: 03/03/2023] [Indexed: 03/11/2023]
Abstract
Type 2 diabetes can cause a variety of complications, significantly affecting people's health. Given their ability to suppress carbohydrate digestion, alpha-glucosidase inhibitors are effective treatments for diabetes. However, the current approved glucosidase inhibitors' side effects of abdominal discomfort limit their use. We used the compound Pg3R from the natural fruit berry as a reference, screening against a large database of 22 million compounds to identify potential health-friendly alpha-glucosidase inhibitors. Ligand-based screening enables us to identify 3968 ligands that exhibit structural similarity compared to the natural compound. These lead hits were used for LeDock, and their binding free energies were evaluated by MM/GBSA. Among the top-scoring candidates, ZINC263584304 exhibited the strongest binding affinity to alpha-glucosidase, with a "low-fat" structural characteristic. Its recognition mechanism was further investigated by microsecond MD simulations and free energy landscapes, exhibiting novel conformational changes during the binding process. Our study provided a novel alpha-glucosidase inhibitor with the potential to treat type 2 diabetes.
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Corrao S, Natoli G, Nobili A, Mannucci PM, Perticone F, Arcoraci V, Argano C. The “Diabetes Comorbidome”: A Different Way for Health Professionals to Approach the Comorbidity Burden of Diabetes. Healthcare (Basel) 2022; 10:healthcare10081459. [PMID: 36011116 PMCID: PMC9408695 DOI: 10.3390/healthcare10081459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 07/26/2022] [Accepted: 07/28/2022] [Indexed: 12/15/2022] Open
Abstract
(1) Background: The disease burden related to diabetes is increasing greatly, particularly in older subjects. A more comprehensive approach towards the assessment and management of diabetes’ comorbidities is necessary. The aim of this study was to implement our previous data identifying and representing the prevalence of the comorbidities, their association with mortality, and the strength of their relationship in hospitalized elderly patients with diabetes, developing, at the same time, a new graphic representation model of the comorbidome called “Diabetes Comorbidome”. (2) Methods: Data were collected from the RePoSi register. Comorbidities, socio-demographic data, severity and comorbidity indexes (Cumulative Illness rating Scale CIRS-SI and CIRS-CI), and functional status (Barthel Index), were recorded. Mortality rates were assessed in hospital and 3 and 12 months after discharge. (3) Results: Of the 4714 hospitalized elderly patients, 1378 had diabetes. The comorbidities distribution showed that arterial hypertension (57.1%), ischemic heart disease (31.4%), chronic renal failure (28.8%), atrial fibrillation (25.6%), and COPD (22.7%), were the more frequent in subjects with diabetes. The graphic comorbidome showed that the strongest predictors of death at in hospital and at the 3-month follow-up were dementia and cancer. At the 1-year follow-up, cancer was the first comorbidity independently associated with mortality. (4) Conclusions: The “Diabetes Comorbidome” represents the perfect instrument for determining the prevalence of comorbidities and the strength of their relationship with risk of death, as well as the need for an effective treatment for improving clinical outcomes.
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Affiliation(s)
- Salvatore Corrao
- Internal Medicine Department IGR, National Relevance Hospital Trust, ARNAS Civico, Di Cristina e Benfratelli, 90127 Palermo, Italy; (G.N.); (C.A.)
- Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90127 Palermo, Italy
- Correspondence: or ; Tel.: +39-091-655-2065; Fax: +39-091-666-3167
| | - Giuseppe Natoli
- Internal Medicine Department IGR, National Relevance Hospital Trust, ARNAS Civico, Di Cristina e Benfratelli, 90127 Palermo, Italy; (G.N.); (C.A.)
| | - Alessandro Nobili
- Department of Health Policy, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, 20156 Milan, Italy;
| | - Pier Mannuccio Mannucci
- Scientific Direction, IRCCS Foundation Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy;
| | - Francesco Perticone
- Department of Medical and Surgical Sciences, University Magna Graecia of Catanzaro, 88100 Catanzaro, Italy;
| | - Vincenzo Arcoraci
- Department of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy;
| | - Christiano Argano
- Internal Medicine Department IGR, National Relevance Hospital Trust, ARNAS Civico, Di Cristina e Benfratelli, 90127 Palermo, Italy; (G.N.); (C.A.)
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Dinh NTT, Cox IA, de Graaff B, Campbell JA, Stokes B, Palmer AJ. A Comprehensive Systematic Review of Data Linkage Publications on Diabetes in Australia. Front Public Health 2022; 10:757987. [PMID: 35692316 PMCID: PMC9174992 DOI: 10.3389/fpubh.2022.757987] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 04/25/2022] [Indexed: 11/13/2022] Open
Abstract
Aims Our study aimed to identify the common themes, knowledge gaps and to evaluate the quality of data linkage research on diabetes in Australia. Methods This systematic review was developed in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (the PRISMA Statement). Six biomedical databases and the Australian Population Health Research Network (PHRN) website were searched. A narrative synthesis was conducted to comprehensively identify the common themes and knowledge gaps. The guidelines for studies involving data linkage were used to appraise methodological quality of included studies. Results After screening and hand-searching, 118 studies were included in the final analysis. Data linkage publications confirmed negative health outcomes in people with diabetes, reported risk factors for diabetes and its complications, and found an inverse association between primary care use and hospitalization. Linked data were used to validate data sources and diabetes instruments. There were limited publications investigating healthcare expenditure and adverse drug reactions (ADRs) in people with diabetes. Regarding methodological assessment, important information about the linkage performed was under-reported in included studies. Conclusions In the future, more up to date data linkage research addressing costs of diabetes and its complications in a contemporary Australian setting, as well as research assessing ADRs of recently approved antidiabetic medications, are required.
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Affiliation(s)
- Ngan T T Dinh
- Health Economics Research Group, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia.,Department of Pharmacology, Thai Nguyen University of Medicine and Pharmacy, Thai Nguyen University, Thai Nguyen, Vietnam
| | - Ingrid A Cox
- Health Economics Research Group, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Barbara de Graaff
- Health Economics Research Group, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Julie A Campbell
- Health Economics Research Group, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Brian Stokes
- Tasmanian Data Linkage Unit, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Andrew J Palmer
- Health Economics Research Group, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia.,Centre for Health Policy, School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
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Bellia C, Lombardo M, Meloni M, Della-Morte D, Bellia A, Lauro D. Diabetes and cognitive decline. Adv Clin Chem 2022; 108:37-71. [PMID: 35659061 DOI: 10.1016/bs.acc.2021.07.006] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Epidemiologic studies have documented an association between diabetes and increased risk of cognitive decline in the elderly. Based on animal model studies, several mechanisms have been proposed to explain such an association, including central insulin signaling, neurodegeneration, brain amyloidosis, and neuroinflammation. Nevertheless, the exact mechanisms in humans remain poorly defined. It is reasonable, however, that many pathways may be involved in these patients leading to cognitive impairment. A major aim of clinicians is identifying early onset of neurologic signs and symptoms in elderly diabetics to improve quality of life of those with cognitive impairment and reduce costs associated with long-term complications. Several biomarkers have been proposed to identify diabetics at higher risk of developing dementia and diagnose early stage dementia. Although biomarkers of brain amyloidosis, neurodegeneration and synaptic plasticity are commonly used to diagnose dementia, especially Alzheimer disease, their role in diabetes remains unclear. The aim of this review is to explore the molecular mechanisms linking diabetes with cognitive decline and present the most important findings on the clinical use of biomarkers for diagnosing and predicting early cognitive decline in diabetics.
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Affiliation(s)
- Chiara Bellia
- Department of Biomedicine, Neurosciences, and Advanced Diagnostics, University of Palermo, Palermo, Italy.
| | - Mauro Lombardo
- Department of Human Sciences and Quality of Life Promotion, San Raffaele Open University, Rome, Italy
| | - Marco Meloni
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - David Della-Morte
- Department of Human Sciences and Quality of Life Promotion, San Raffaele Open University, Rome, Italy; Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy; Department of Neurology and Evelyn F. McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Alfonso Bellia
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Davide Lauro
- Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
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7
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Verhagen C, Janssen J, Biessels GJ, Johansen OE, Exalto LG. Females with type 2 diabetes are at higher risk for accelerated cognitive decline than males: CAROLINA-COGNITION study. Nutr Metab Cardiovasc Dis 2022; 32:355-364. [PMID: 34895804 DOI: 10.1016/j.numecd.2021.10.013] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 10/02/2021] [Accepted: 10/18/2021] [Indexed: 01/21/2023]
Abstract
BACKGROUND AND AIM Cognitive dysfunction is increasingly recognized as an important comorbidity of type 2 diabetes (T2D). We aimed to establish if the risk of accelerated cognitive decline (ACD) is higher in females with T2D than males. METHODS AND RESULTS 3163 participants (38% female) with T2D from the cognition substudy of CAROLINA® (NCT01243424) were included (mean age 64.4 ± 9.2 years; T2D duration 7.6 ± 6.1 years). The cognitive outcome was occurrence of ACD at end of follow-up, defined as a regression based index score ≤16th percentile on either the Mini-Mental State Examination (MMSE) or a composite measure of attention and executive functioning (Trail Making and Verbal Fluency Test). Potential confounders, were taken into account at an individual patient level. Logistic regression analysis was used to investigate ACD risk by sex. We assessed potential mediators for sex differences in ACD using Causal Mediation Analysis (CMA). After a median follow-up duration of 6.1 ± 0.7 years, 361 (30.0%) females compared to 494 (25.2%) males exhibited ACD (OR 1.27 [95%CI 1.08-1.49], p = .003). Depressive symptoms, which were more common in females (24.3% vs 12.5%), mediated between sex and ACD (mediation effect 20.3%, p = 0.03). There were no other significant mediators. CONCLUSION Females with T2D had a higher risk of ACD compared to males. This was partly explained by depressive symptoms. After evaluation of vascular and diabetes-related risk factors, complications and treatment, a major share of the higher risk of ACD in females remained unexplained. Our results highlight the need for further research on causes of sex-specific ACD in T2D.
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Affiliation(s)
- Chloë Verhagen
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, the Netherlands.
| | - Jolien Janssen
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, the Netherlands.
| | - Geert Jan Biessels
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, the Netherlands.
| | - Odd Erik Johansen
- Cardiometabolic Clinical Development, Nestlé Health Science, Vevey, Switzerland.
| | - Lieza G Exalto
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, the Netherlands.
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8
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Zabetian-Targhi F, Srikanth VK, Beare R, Breslin M, Moran C, Wang W, Wu F, Smith KJ, Callisaya ML. The association between physical activity intensity, cognition and brain structure in people with type 2 diabetes. J Gerontol A Biol Sci Med Sci 2021; 76:2047-2053. [PMID: 33687062 DOI: 10.1093/gerona/glab067] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Physical inactivity is a risk factor for type 2 diabetes (T2D) and dementia. However, it is unknown if physical activity (PA) intensity is associated with brain health in people with T2D. Therefore, this study aimed to determine 1) associations between PA intensity and step count with both cognition and brain structure and 2) if apolipoprotein E-ε4 (APOE-ε4) or insulin-therapy modifies any associations. METHODS Participants were people with T2D (n=220; aged 55-86 years). An accelerometer worn over the left hip was used to obtain step count and moderate-to-vigorous PA (MVPA) averaged over 7 days. Cognition in 7 domains was obtained using a battery of neuropsychological tests. Brain structure was measured by Magnetic Resonance Imaging (MRI). Linear regression models were used to examine associations between step count, MVPA and each cognitive and MRI measure. APOE-ε4 x PA and insulin-therapy x PA product terms were added to the models to examine effect modification. RESULTS The mean age of participants was 67.9 (SD 6.3). Higher step count was associated with greater hippocampal volume (β=0.028 95%CI 0.005, 0.051). Insulin-therapy modified the association between MVPA and attention-processing speed, such that associations were significant in people receiving insulin-therapy (P for interaction=0.019). There were no other significant associations. CONCLUSIONS Higher step count and greater time spent in MVPA may be associated with better hippocampal volume and attention-processing speed respectively in people with T2D. People with greater diabetes severity (receiving insulin-therapy) may get more cognitive benefit from MVPA.
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Affiliation(s)
- Fateme Zabetian-Targhi
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Velandai K Srikanth
- Peninsula Clinical School, Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Richard Beare
- Peninsula Clinical School, Central Clinical School, Monash University, Melbourne, Victoria, Australia.,Developmental Imaging, Murdoch Children's Research Institute, Melbourne, Australia
| | - Monique Breslin
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Chris Moran
- Peninsula Clinical School, Central Clinical School, Monash University, Melbourne, Victoria, Australia.,Department of Aged Care, Peninsula Health, Melbourne, Victoria, Australia
| | - Wei Wang
- Cabrini Institute, Cabrini Health, Melbourne, Australia
| | - Feitong Wu
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Kylie J Smith
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Michele L Callisaya
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia.,Peninsula Clinical School, Central Clinical School, Monash University, Melbourne, Victoria, Australia
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9
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Deng X, Liang Y, Hu J, Yang Y. Studies on the Mechanism of Gegen Qinlian Decoction in Treating Diabetes Mellitus Based on Network Pharmacology. Nat Prod Commun 2021. [DOI: 10.1177/1934578x20982138] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Diabetes mellitus (DM) is a chronic disease that is very common and seriously threatens patient health. Gegen Qinlian decoction (GQD) has long been applied clinically, but its mechanism in pharmacology has not been extensively and systematically studied. A GQD protein interaction network and diabetes protein interaction network were constructed based on the methods of system biology. Functional module analysis, Kyoto Encyclopedia of Genes and Genomes pathway analysis, and Gene Ontology (GO) enrichment analysis were carried out on the 2 networks. The hub nodes were filtered by comparative analysis. The topological parameters, interactions, and biological functions of the 2 networks were analyzed in multiple ways. By applying GEO-based external datasets to verify the results of our analysis that the Gene Set Enrichment Analysis (GSEA) displayed metabolic pathways in which hub genes played roles in regulating different expression states. Molecular docking is used to verify the effective components that can be combined with hub nodes. By comparing the 2 networks, 24 hub targets were filtered. There were 7 complex relationships between the networks. The results showed 4 topological parameters of the 24 selected hub targets that were much higher than the median values, suggesting that these hub targets show specific involvement in the network. The hub genes were verified in the GEO database, and these genes were closely related to the biological processes involved in glucose metabolism. Molecular docking results showed that 5,7,2', 6'-tetrahydroxyflavone, magnograndiolide, gancaonin I, isoglycyrol, gancaonin A, worenine, and glyzaglabrin produced the strongest binding effect with 10 hub nodes. This compound–target mode of interaction may be the main mechanism of action of GQD. This study reflected the synergistic characteristics of multiple targets and multiple pathways of traditional Chinese medicine and discussed the mechanism of GQD in the treatment of DM at the molecular pharmacological level.
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Affiliation(s)
- Xiaodong Deng
- Department of Pharmacy, Panyu Central Hospital, Guangzhou, China
| | - Yuhua Liang
- Department of Pharmacy, Panyu Central Hospital, Guangzhou, China
| | - Jianmei Hu
- Department of Pharmacy, Panyu Central Hospital, Guangzhou, China
| | - Yuhui Yang
- Department of Pharmacy, Panyu Central Hospital, Guangzhou, China
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10
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Davis WA, Gregg EW, Davis TME. Temporal Trends in Cardiovascular Complications in People With or Without Type 2 Diabetes: The Fremantle Diabetes Study. J Clin Endocrinol Metab 2020; 105:5825446. [PMID: 32352534 DOI: 10.1210/clinem/dgaa215] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Accepted: 04/17/2020] [Indexed: 01/08/2023]
Abstract
CONTEXT There is evidence that diabetes-related complications are declining but most data sources have limitations. OBJECTIVE To characterize temporal changes in incidence rates (IRs) of chronic complications and mortality in well-characterized, community-based Australians. DESIGN Longitudinal observational study. SETTING Urban population. PARTICIPANTS Participants with type 2 diabetes from the Fremantle Diabetes Study phases I (FDS1; n = 1291 recruited 1993-1996) and II (FDS2; n = 1509 recruited 2008-2011) age-, sex,- and ZIP code-matched 1:4 to people without diabetes. MAIN OUTCOME MEASURES First hospitalizations for/with myocardial infarction (MI), stroke, heart failure (HF), lower extremity amputation, and cardiovascular disease (CVD) and all-cause mortality. Five-year IRs, IR ratios for those with versus without diabetes in FDS1 and FDS2, and IR differences (IRDs), were calculated. RESULTS The 13,995 participants had a mean age of 64.8 years and 50.4% were males. There were lower IR ratios for MI, stroke, HF, and CVD death in FDS2 versus FDS1. IRDs for people with versus without type 2 diabetes had reduced by >50% between phases for MI, stroke, HF, lower extremity amputation, and CVD death, with no change in IRD for all-cause mortality. Within the pooled type 2 diabetes cohort, FDS2 versus FDS1 participation was an independent inverse predictor of stroke, HF, CVD death, and all-cause mortality after adjustment in Cox proportional hazards models. CONCLUSIONS Cardiovascular outcomes in Australians have improved since the 1990s, especially in type 2 diabetes. The difference in all-cause mortality between those with and without type 2 diabetes has persisted despite longer survival.
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Affiliation(s)
- Wendy A Davis
- Medical School, University of Western Australia, Fremantle Hospital, Fremantle, Western Australia, Australia
| | - Edward W Gregg
- School of Public Health, Imperial College London, London, England
| | - Timothy M E Davis
- Medical School, University of Western Australia, Fremantle Hospital, Fremantle, Western Australia, Australia
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11
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Abstract
Diabetes can take a tremendous toll on physical and psychological health. Given the growing evidence of the benefits of humor, this study examined the association between diabetes and humor. The sample consisted of 249 participants: 72.3% with type 1 diabetes, 70.3% female, 89.5% Caucasian, and 70.9% college educated. Participants completed the Humor Styles Questionnaire (HSQ) and were compared with HSQ norms. On the affiliative humor scale, the diabetes group did not differ from the norm (P >0.05), nor did those with type 1 diabetes (P >0.05). Scores of those with type 2 diabetes were lower than the norm (P <0.05). On the self-enhancing humor scale, the diabetes group did not differ from the norm (P >0.05), nor did the subgroups with type 1 diabetes (P >0.05) or type 2 diabetes (P >0.05). The diabetes group was lower than the norm on aggressive humor (P <0.01), as were the subgroups with type 1 diabetes (P <0.01) and type 2 diabetes (P <0.05). The diabetes group was higher than the norm on self-defeating humor (P <0.01), as were the subgroups with type 1 diabetes (P <0.01) and type 2 diabetes (P <0.01). Results suggest that people with either type of diabetes are more inclined toward self-enhancing humor, are less inclined toward aggressive humor, and score higher on self-defeating humor, and those with type 1 diabetes are also inclined toward affiliative humor. Results are discussed relative to the sample being comprised of individuals with good glycemic control (mean A1C 7.06 ± 1.39%). This study offers a preliminary comparison of humor among people with diabetes versus those in a healthy norm group without diabetes.
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van Mark G, Tittel SR, Sziegoleit S, Putz FJ, Durmaz M, Bortscheller M, Buschmann I, Seufert J, Holl RW, Bramlage P. Type 2 diabetes in older patients: an analysis of the DPV and DIVE databases. Ther Adv Endocrinol Metab 2020; 11:2042018820958296. [PMID: 33014328 PMCID: PMC7509713 DOI: 10.1177/2042018820958296] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Accepted: 08/20/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND The clinical profile differs between old and young patients with type 2 diabetes mellitus (T2DM). We explored, based on a large real-world database, patient and disease characteristics and actual treatment patterns by age. METHODS The analysis was based on the DIVE and DPV registries of patients with T2DM. Patients were analyzed by age groups 50-59 (middle-young), 60-69 (young-old), 70-79 (middle-old), 80-89 (old), and 90 years or more (oldest-old). RESULTS A total of 396,719 patients were analyzed, of which 17.7% were 50-59 years, 27.7% 60-69 years, 34.3% 70-79 years, 18.3% 80-89 years and 2.0% at least 90 years. We found that (a) T2DM in old and oldest-old patients was characterized much less by the presence of metabolic risk factors such as hypertension, obesity, dyslipidemia and smoking than in younger patients; (b) the HbA1c was much lower in oldest-old than in middle-young patients (7.2 ± 1.6% versus 8.0 ± 2.2%; p < 0.001), but it was associated with higher proportions of patients with severe hypoglycemia (7.0 versus 1.6%; p < 0.001); (c) this was potentially associated with the higher and increasing rates of insulin use in older patients (from 17.6% to 37.6%, p < 0.001) and the particular comorbidity profile of these patients, for example, chronic kidney disease (CKD); (d) patients with late diabetes onset had lower HbA1c values, lower bodyweight and less cardiovascular risk factors; (e) patients with a longer diabetes duration had a considerable increase in macrovascular and even more microvascular complications. CONCLUSION In very old patients there is a need for frequent careful routine assessment and a tailored pharmacotherapy in which patient safety is much more important than blood-glucose-lowering efficacy.
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Affiliation(s)
- Gesine van Mark
- Institut für Pharmakologie und Präventive Medizin, Cloppenburg, Germany
| | - Sascha R. Tittel
- Institut für Epidemiologie und medizinische Biometrie, ZIBMT; Universität Ulm, Ulm, Germany
- Deutsches Zentrum für Diabetesforschung e.V., München-Neuherberg, Germany
| | | | | | - Mesut Durmaz
- Praxis für Innere Medizin, Endokrinologie & Diabetologie, Hof, Germany
| | | | - Ivo Buschmann
- Department of Angiology, Medical School Brandenburg (MHB) & Deutsches Angiologie Zentrum Brandenburg Berlin (DAZB), Brandenburg, Germany
| | - Jochen Seufert
- Medizinische Fakultät, Universitätsklinikum Freiburg, Freiburg, Germany
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