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Marra PS, Yamanashi T, Crutchley KJ, Wahba NE, Anderson ZEM, Modukuri M, Chang G, Tran T, Iwata M, Cho HR, Shinozaki G. Metformin use history and genome-wide DNA methylation profile: potential molecular mechanism for aging and longevity. Aging (Albany NY) 2023; 15:601-616. [PMID: 36734879 PMCID: PMC9970305 DOI: 10.18632/aging.204498] [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: 12/10/2022] [Accepted: 01/16/2023] [Indexed: 02/04/2023]
Abstract
BACKGROUND Metformin, a commonly prescribed anti-diabetic medication, has repeatedly been shown to hinder aging in pre-clinical models and to be associated with lower mortality for humans. It is, however, not well understood how metformin can potentially prolong lifespan from a biological standpoint. We hypothesized that metformin's potential mechanism of action for longevity is through its epigenetic modifications. METHODS To test our hypothesis, we conducted a post-hoc analysis of available genome-wide DNA methylation (DNAm) data obtained from whole blood collected from inpatients with and without a history of metformin use. We assessed the methylation profile of 171 patients (first run) and only among 63 diabetic patients (second run) and compared the DNAm rates between metformin users and nonusers. RESULTS Enrichment analysis from the Kyoto Encyclopedia of Genes and Genome (KEGG) showed pathways relevant to metformin's mechanism of action, such as longevity, AMPK, and inflammatory pathways. We also identified several pathways related to delirium whose risk factor is aging. Moreover, top hits from the Gene Ontology (GO) included HIF-1α pathways. However, no individual CpG site showed genome-wide statistical significance (p < 5E-08). CONCLUSION This study may elucidate metformin's potential role in longevity through epigenetic modifications and other possible mechanisms of action.
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Affiliation(s)
- Pedro S. Marra
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA 94304, USA,Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Takehiko Yamanashi
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA 94304, USA,Department of Neuropsychiatry, Tottori University Faculty of Medicine, Yonago-shi, Tottori 680-8550, Japan
| | - Kaitlyn J. Crutchley
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA 94304, USA,Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA,University of Nebraska Medical Center College of Medicine, Omaha, NE 68131, USA
| | - Nadia E. Wahba
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA,Department of Psychiatry, Oregon Health and Science University School of Medicine, Portland, OR 97239, USA
| | - Zoe-Ella M. Anderson
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Manisha Modukuri
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Gloria Chang
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Tammy Tran
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Masaaki Iwata
- Department of Neuropsychiatry, Tottori University Faculty of Medicine, Yonago-shi, Tottori 680-8550, Japan
| | - Hyunkeun Ryan Cho
- Department of Biostatistics, University of Iowa College of Public Health, Iowa City, IA 52242, USA
| | - Gen Shinozaki
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA 94304, USA,Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
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Yamanashi T, Anderson ZEEM, Modukuri M, Chang G, Tran T, Marra PS, Wahba NE, Crutchley KJ, Sullivan EJ, Jellison SS, Comp KR, Akers CC, Meyer AA, Lee S, Iwata M, Cho HR, Shinozaki E, Shinozaki G. The potential benefit of metformin to reduce delirium risk and mortality: a retrospective cohort study. Aging (Albany NY) 2022; 14:8927-8943. [PMID: 36399107 PMCID: PMC9740381 DOI: 10.18632/aging.204393] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 10/27/2022] [Indexed: 12/04/2022]
Abstract
PURPOSE Metformin has been reported to improve age-related disorders, including dementia, and to lower mortality. This study was conducted to investigate whether metformin use lower delirium risk, as well as long-term mortality. METHODS In this retrospective cohort study, previously recruited 1,404 subjects were analyzed. The relationship between metformin use and delirium, and the relationship between metformin use and 3-year mortality were investigated. MAIN FINDINGS 242 subjects were categorized into a type 2 diabetes mellitus (DM)-without-metformin group, and 264 subjects were categorized into a DM-with-metformin group. Prevalence of delirium was 36.0% in the DM-without-metformin group, and 29.2% in the DM-with-metformin group. A history of metformin use reduced the risk of delirium in patients with DM (OR, 0.50 [95% CI, 0.32 to 0.79]) after controlling for confounding factors. The 3-year mortality in the DM-without-metformin group (survival rate, 0.595 [95% CI, 0.512 to 0.669]) was higher than in the DM-with-metformin group (survival rate, 0.695 [95% CI, 0.604 to 0.770]) (p=0.035). A history of metformin use decreased the risk of 3-year mortality after adjustment for confounding factors (HR, 0.69 [95% CI, 0.48 to 0.98]). CONCLUSIONS Metformin use may lower the risk of delirium and mortality in DM patients.
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Affiliation(s)
- Takehiko Yamanashi
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Palo Alto, CA 94305, USA,University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA,Tottori University Faculty of Medicine, Department of Neuropsychiatry, Yonago-Shi, Tottori, Japan
| | - Zoe-Ella EM Anderson
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA
| | - Manisha Modukuri
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA
| | - Gloria Chang
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA
| | - Tammy Tran
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA
| | - Pedro S. Marra
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA
| | - Nadia E. Wahba
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA
| | - Kaitlyn J. Crutchley
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA
| | - Eleanor J. Sullivan
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA
| | - Sydney S. Jellison
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA
| | - Katie R. Comp
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA
| | - Cade C. Akers
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA
| | - Alissa A. Meyer
- University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA
| | - Sangil Lee
- University of Iowa Carver College of Medicine, Department of Emergency Medicine, Iowa City, IA 52242, USA
| | - Masaaki Iwata
- Tottori University Faculty of Medicine, Department of Neuropsychiatry, Yonago-Shi, Tottori, Japan
| | - Hyunkeun R. Cho
- University of Iowa College of Public Health, Department of Biostatistics, Iowa City, IA 52242, USA
| | - Eri Shinozaki
- University of Iowa Carver College of Medicine, Department of Internal Medicine, Iowa City, IA 52242, USA
| | - Gen Shinozaki
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Palo Alto, CA 94305, USA,University of Iowa Carver College of Medicine, Department of Psychiatry, Iowa City, IA 52242, USA
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Zhou J, Zhang G, Chang C, Chou OHI, Lee S, Leung KSK, Wong WT, Liu T, Wai AKC, Cheng SH, Zhang Q, Tse G. Metformin versus sulphonylureas for new onset atrial fibrillation and stroke in type 2 diabetes mellitus: a population-based study. Acta Diabetol 2022; 59:697-709. [PMID: 35112189 DOI: 10.1007/s00592-021-01841-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Accepted: 12/18/2021] [Indexed: 11/01/2022]
Abstract
AIMS To gain insights on the cardiovascular effects of metformin and sulphonylurea, the present study compares the rates of incident atrial fibrillation, stroke, cardiovascular mortality and all-cause mortality between metformin and sulphonylurea users in type 2 diabetes mellitus. METHODS This was a retrospective population-based cohort study of type 2 diabetes mellitus patients receiving either sulphonylurea or metformin monotherapy between January 1, 2000, and December 31, 2019. The primary outcome was new-onset AF or stroke. Secondary outcomes were cardiovascular, non-cardiovascular and all-cause mortality. Propensity score matching (1:2 ratio) between sulphonylurea and metformin users was performed, based on demographics, CHA-DS-VASc score, past comorbidities and medication use. Cox regression was used to identify significant risk factors. Competing risk analysis was conducted using cause-specific and subdistribution hazard models. Sensitivity analyses using propensity score stratification, high-dimensional propensity score and inverse probability of treatment weighting were conducted. Subgroup analyses were conducted for age and gender in the matched cohort. RESULTS A total of 36,228 sulphonylurea users and 72,456 metformin users were included in the propensity score-matched cohort. Multivariable Cox regression showed that sulphonylurea users had higher risks of incident AF (hazard ratio [HR]: 2.89, 95% confidence interval [CI]: 2.75-3.77; P < 0.0001), stroke (HR: 3.23, 95% CI: 3.01-3.45; P < 0.0001), cardiovascular mortality (HR: 3.60, 95% CI: 2.62-4.81; P < 0.0001) and all-cause mortality (HR: 4.35, 95% CI: 3.16-4.75; P < 0.0001) compared to metformin users. Similarly, significant results were observed using cause-specific and subdistribution hazard models. Sensitivity analysis using techniques based on the propensity score also yielded similar results. CONCLUSIONS Sulphonylurea use was associated with higher risks of incident AF, stroke, cardiovascular mortality and all-cause mortality compared to metformin. Males and patients older than 65 years with sulphonylurea use were exposed to the highest risks.
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Affiliation(s)
- Jiandong Zhou
- Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Guoming Zhang
- Emergency Department, Xiamen Cardiovascular Hospital, Xiamen University, Xiamen, Fujian, China
| | - Carlin Chang
- Department of Medicine, University of Hong Kong, Pokfulam, Hong Kong, China
| | - Oscar Hou In Chou
- Department of Medicine, University of Hong Kong, Pokfulam, Hong Kong, China
- Diabetes Research Unit, Cardiovascular Analytics Group, UK-China Collaboration, Hong Kong, China
| | - Sharen Lee
- Diabetes Research Unit, Cardiovascular Analytics Group, UK-China Collaboration, Hong Kong, China
| | - Keith Sai Kit Leung
- Aston Medical School, Aston University, Birmingham, UK
- Emergency Medicine Unit, Li Ka Shing, Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Wing Tak Wong
- School of Life Sciences, The Chinese University of Hong Kong, Hong Kong, China
| | - Tong Liu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, 300211, China
| | - Abraham Ka Chung Wai
- Emergency Medicine Unit, Li Ka Shing, Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Shuk Han Cheng
- School of Biomedical Sciences, City University of Hong Kong, Hong Kong, China
| | - Qingpeng Zhang
- School of Data Science, City University of Hong Kong, Kowloon City, Hong Kong, China.
| | - Gary Tse
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, 300211, China.
- Kent and Medway Medical School, Canterbury, UK.
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Fouad Algendy A, Illigens B, Alyazeedi A. Increased Frequency of Severe Hypoglycemia with the Modified-Release Gliclazide Compared to Glimepiride in Diabetic Older Adults; Propensity Score-Adjusted Analysis. Diabetes Metab Syndr Obes 2022; 15:1563-1575. [PMID: 35619798 PMCID: PMC9126741 DOI: 10.2147/dmso.s339331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 11/12/2021] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE The main aim is to compare the risk of severe hypoglycemia associated with the modified-release (MR) gliclazide against glimepiride in diabetic older adults. METHODS All older adult diabetic patients who attended the emergency department (ED) between the 1st of Aug. 2017 and the end of Mar 2020 on gliclazide MR or glimepiride are included in two cohorts. We compared baseline differences between cohorts in demographics, lab results, diabetes complications, comorbidities, and drugs using the chi-squared test for categorical variables and unpaired t-test for continuous variables. All the baseline variables are used in a logistic regression to produce the propensity scores for receiving gliclazide MR. The primary outcome was Severe Hypoglycemia requiring Emergency Admission (SHEA). We used documented hypoglycemia, falls, fractures, Cardiovascular ED Admission (CVEA), and recurrent ED admissions as secondary outcomes. We used a univariate logistic regression followed by a propensity score-adjusted logistic regression to identify the adjusted odds ratio. We did a subgroup analysis for low and moderate-high doses users. RESULTS We included 2320 patients, 1786 were on gliclazide MR while 534 were on glimepiride. The risk of SHEA (Adjusted Odds Ratio AOR 6.74, p=0.002), falls (AOR 1.43, p=0.003), fractures (AOR 1.43, p=0.01), CVEA (AOR 1.66, p<0.001), recurrent ED admission (AOR 1.39, p=0.002) were significantly higher. At the same time, documented hypoglycemia was insignificantly higher (AOR 1.17, p= 0.444) with gliclazide MR compared to glimepiride. The low doses of both treatments did not show any SHEA cases, while the results with higher doses showed the same pattern of increased risk with gliclazide MR as the principle analysis. CONCLUSION Using gliclazide MR for older patients may not be a relatively safer alternative to avoid severe hypoglycemia and its possible consequences compared to glimepiride. It may be added to glimepiride in the Beers list of medications to be avoided in older adults.
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Affiliation(s)
- Ahmed Fouad Algendy
- Clinical Pharmacy, Geriatric Department, Rumailah Hospital, Hamad Medical Corporation, Doha, Qatar
- Correspondence: Ahmed Fouad Algendy, Pharmacy Department, Rumailah Hospital, Hamad Medical Corporation, PO 3050, Doha, Qatar, Tel +0097470094424, Fax +0097444397600, Email
| | - Ben Illigens
- Dresden International University, Division of Health Care Sciences, Center for Clinical Research and Management Education, Dresden, Germany
| | - Ameena Alyazeedi
- Pharmacy Department, Rumailah Hospital, Hamad Medical Corporation, Doha, Qatar
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Shen C, Tan S, Yang J. Effects of continuous use of metformin on cardiovascular outcomes in patients with type 2 diabetes after acute myocardial infarction: A protocol for systematic review and meta-analysis. Medicine (Baltimore) 2021; 100:e25353. [PMID: 33847633 PMCID: PMC8051987 DOI: 10.1097/md.0000000000025353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 03/11/2021] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND To our knowledge, no meta-analyses or reviews have investigated the efficacy and safety of metformin on cardiovascular outcomes after acute myocardial infarction (AMI) in patients with type 2 diabetes mellitus (T2DM). We thus conduct a high-quality systematic review and meta-analysis to assess the efficacy and safety of metformin on cardiovascular outcomes after AMI in patients with T2DM. METHODS In this systematic review and meta-analysis, we will search PUBMED, Scopus, EMBASE, and Cochrane Library databases through April, 2021. The study is structured to adhere to PRISMA guidelines (i.e., Preferred Reporting Items for Systematic Reviews and Meta-analyses). The literature search, data extraction, and quality assessments are conducted independently by 2 authors. Outcome measures include all-cause mortality; complications such as acute kidney injury, lactic acidosis, hospitalization for AMI or stroke, or death. Where disagreement in the collection of data occurs, this is resolved through discussion. Review Manager Software (v 5.3; Cochrane Collaboration) is used for the meta-analysis. Two independent reviewers will assess the risk of bias of the included studies at study level. RESULTS It is hypothesized that metformin use at the post-AMI is associated with decreased risk of cardiovascular disease and death in patients with T2DM. CONCLUSIONS This study expects to provide credible and scientific evidence for the efficacy and safety of metformin on cardiovascular outcomes after AMI in patients with T2DM. REGISTRATION NUMBER 10.17605/OSF.IO/S3MBP.
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Xiong H, Huang X, Rao L, Zhao J. Efficacy and safety of colchicine in the treatment of acute myocardial infarction: A protocol for systematic review and meta-analysis. Medicine (Baltimore) 2021; 100:e25429. [PMID: 33832144 PMCID: PMC8036066 DOI: 10.1097/md.0000000000025429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Accepted: 03/16/2021] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND There are no meta-analyses evaluating the efficacy and safety of colchicine in the treatment of acute myocardial infarction (AMI). Our protocol is conceived to evaluate the efficacy and safety of colchicine in comparison of placebo and test the hypothesis that a short course of treatment with colchicine could lead to reduced infarct size in patients presenting with AMI. METHODS We will follow the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) reporting guidelines and the recommendations of the Cochrane Collaboration to conduct this meta-analysis. Reviewers will search the PubMed, Cochrane Library, Web of Science, and EMBASE online databases for all English-language cohort studies published up to April, 2021. The cohort studies focusing on assess the efficacy and safety of colchicine in the treatment of AMI will be included in our meta-analysis. At least one of the following outcomes should have been measured: reduced infarct size, C-reactive protein (CRP) level, adverse events, death and major cardiovascular events. Review Manager software will be used for the meta-analysis. All outcomes are pooled on random-effect model. A P value of <.05 is considered to be statistically significant. RESULTS Our protocol is conceived to evaluate the efficacy and safety of colchicine in comparison of placebo and test the hypothesis that a short course of treatment with colchicine could lead to reduced infarct size in patients presenting with AMI. REGISTRATION NUMBER 10.17605/OSF.IO/NTU5F.
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Affiliation(s)
- Hui Xiong
- Department of Cardiology, Wuhan Wuchang Hospital, Wuchang Hospital Affiliated to Wuhan University of Science and Technology
| | - Xianli Huang
- Department of Cardiology, Wuhan Wuchang Hospital, Wuchang Hospital Affiliated to Wuhan University of Science and Technology
| | - Lingzhang Rao
- Department of Cardiology, Wuhan Wuchang Hospital, Wuchang Hospital Affiliated to Wuhan University of Science and Technology
| | - Jinhe Zhao
- Department of Cardiology, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Hubei, China
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Affiliation(s)
- Zachary Bloomgarden
- Division of Endocrinology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Robert Chilton
- Division of Cardiology, University of Texas Health Science Center, San Antonio, Texas, USA
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