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- Publisher Website: 10.1016/j.ebiom.2023.104803
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Article: Efficacy of metformin targets on cardiometabolic health in the general population and non-diabetic individuals: a Mendelian randomization study
Title | Efficacy of metformin targets on cardiometabolic health in the general population and non-diabetic individuals: a Mendelian randomization study |
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Authors | |
Keywords | Cardiometabolic diseases General population Mendelian randomization Metformin targets Non-diabetic individuals |
Issue Date | 19-Sep-2023 |
Publisher | Elsevier |
Citation | EBioMedicine, 2023, v. 96 How to Cite? |
Abstract | Background Metformin shows beneficial effects on cardiometabolic health in diabetic individuals. However, the beneficial effects in the general population, especially in non-diabetic individuals are unclear. We aim to estimate the effects of perturbation of seven metformin targets on cardiometabolic health using Mendelian randomization (MR). Methods Genetic variants close to metformin-targeted genes associated with expression of the corresponding genes and glycated haemoglobin (HbA1c) level were used to proxy therapeutic effects of seven metformin-related drug targets. Eight cardiometabolic phenotypes under metformin trials were selected as outcomes (average N = 466,947). MR estimates representing the weighted average effects of the seven effects of metformin targets on the eight outcomes were generated. One-sample MR was applied to estimate the averaged and target-specific effects in 338,425 non-diabetic individuals in UK Biobank. Findings Genetically proxied averaged effects of five metformin targets, equivalent to a 0.62% reduction of HbA1c level, was associated with 37.8% lower risk of coronary artery disease (CAD) (odds ratio [OR] = 0.62, 95% confidence interval [CI] = 0.46-0.84), lower levels of body mass index (BMI) (beta = -0.22, 95% CI = -0.35 to -0.09), systolic blood pressure (SBP) (beta = -0.19, 95% CI = -0.28 to -0.09) and diastolic blood pressure (DBP) levels (beta = -0.29, 95% CI = -0.39 to -0.19). One-sample MR suggested that the seven metformin targets showed averaged and target-specific beneficial effects on BMI, SBP and DBP in non-diabetic individuals. Interpretation This study showed that perturbation of seven metformin targets has beneficial effects on BMI and blood pressure in non-diabetic individuals. Clinical trials are needed to investigate whether similar effects can be achieved with metformin medications. |
Persistent Identifier | http://hdl.handle.net/10722/340456 |
ISSN | 2023 Impact Factor: 9.7 2023 SCImago Journal Rankings: 3.193 |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | Zheng, Jie | - |
dc.contributor.author | Xu, Min | - |
dc.contributor.author | Yang, Qian | - |
dc.contributor.author | Hu, Chunyan | - |
dc.contributor.author | Walker, Venexia | - |
dc.contributor.author | Lu, Jieli | - |
dc.contributor.author | Wang, Jiqiu | - |
dc.contributor.author | Liu, Ruixin | - |
dc.contributor.author | Xu, Yu | - |
dc.contributor.author | Wang, Tiange | - |
dc.contributor.author | Zhao, Zhiyun | - |
dc.contributor.author | Yuan, Jinqiu | - |
dc.contributor.author | Burgess, Stephen | - |
dc.contributor.author | Au Yeung, Shiu Lun | - |
dc.contributor.author | Luo, Shan | - |
dc.contributor.author | Anderson, Emma L | - |
dc.contributor.author | Holmes, Michael V | - |
dc.contributor.author | Smith, George Davey | - |
dc.contributor.author | Ning, Guang | - |
dc.contributor.author | Wang, Weiqing | - |
dc.contributor.author | Gaunt, Tom R | - |
dc.contributor.author | Bi, Yufang | - |
dc.date.accessioned | 2024-03-11T10:44:47Z | - |
dc.date.available | 2024-03-11T10:44:47Z | - |
dc.date.issued | 2023-09-19 | - |
dc.identifier.citation | EBioMedicine, 2023, v. 96 | - |
dc.identifier.issn | 2352-3964 | - |
dc.identifier.uri | http://hdl.handle.net/10722/340456 | - |
dc.description.abstract | <p>Background Metformin shows beneficial effects on cardiometabolic health in diabetic individuals. However, the beneficial effects in the general population, especially in non-diabetic individuals are unclear. We aim to estimate the effects of perturbation of seven metformin targets on cardiometabolic health using Mendelian randomization (MR). Methods Genetic variants close to metformin-targeted genes associated with expression of the corresponding genes and glycated haemoglobin (HbA1c) level were used to proxy therapeutic effects of seven metformin-related drug targets. Eight cardiometabolic phenotypes under metformin trials were selected as outcomes (average N = 466,947). MR estimates representing the weighted average effects of the seven effects of metformin targets on the eight outcomes were generated. One-sample MR was applied to estimate the averaged and target-specific effects in 338,425 non-diabetic individuals in UK Biobank. Findings Genetically proxied averaged effects of five metformin targets, equivalent to a 0.62% reduction of HbA1c level, was associated with 37.8% lower risk of coronary artery disease (CAD) (odds ratio [OR] = 0.62, 95% confidence interval [CI] = 0.46-0.84), lower levels of body mass index (BMI) (beta = -0.22, 95% CI = -0.35 to -0.09), systolic blood pressure (SBP) (beta = -0.19, 95% CI = -0.28 to -0.09) and diastolic blood pressure (DBP) levels (beta = -0.29, 95% CI = -0.39 to -0.19). One-sample MR suggested that the seven metformin targets showed averaged and target-specific beneficial effects on BMI, SBP and DBP in non-diabetic individuals. Interpretation This study showed that perturbation of seven metformin targets has beneficial effects on BMI and blood pressure in non-diabetic individuals. Clinical trials are needed to investigate whether similar effects can be achieved with metformin medications.<br></p> | - |
dc.language | eng | - |
dc.publisher | Elsevier | - |
dc.relation.ispartof | EBioMedicine | - |
dc.rights | This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. | - |
dc.subject | Cardiometabolic diseases | - |
dc.subject | General population | - |
dc.subject | Mendelian randomization | - |
dc.subject | Metformin targets | - |
dc.subject | Non-diabetic individuals | - |
dc.title | Efficacy of metformin targets on cardiometabolic health in the general population and non-diabetic individuals: a Mendelian randomization study | - |
dc.type | Article | - |
dc.identifier.doi | 10.1016/j.ebiom.2023.104803 | - |
dc.identifier.scopus | eid_2-s2.0-85171469943 | - |
dc.identifier.volume | 96 | - |
dc.identifier.eissn | 2352-3964 | - |
dc.identifier.isi | WOS:001082190600001 | - |
dc.identifier.issnl | 2352-3964 | - |