Skip to main content
Top
Published in: European Journal of Medical Research 1/2023

Open Access 01-12-2023 | Metformin | Research

Association of metformin exposure with low risks of frailty and adverse outcomes in patients with diabetes

Authors: Pan Liu, Yiming Pan, Yu Song, Yaru Zhou, Wanshu Zhang, Xiaojun Li, Jiatong Li, Yun Li, Lina Ma

Published in: European Journal of Medical Research | Issue 1/2023

Login to get access

Abstract

Background

Diabetes is an independent risk factor of frailty, which increases adverse outcomes in patients with diabetes. Metformin is a common antidiabetic drug in clinical practice. Insulin resistance and chronic inflammation are the two common mechanisms of diabetes and frailty, as well as the main targets of metformin. Research suggested that metformin has anti-aging potential. However, few studies focus on the relationship between metformin and frailty. Thus, we aimed to explore whether metformin was associated with a low risk of frailty and other adverse outcomes in diabetic patients.

Methods

A total of 422 patients (≥ 40 years old) with type 2 diabetes were recruited. Frailty was defined by the Fried phenotype. General information and metformin exposure data were collected, and comprehensive geriatric assessment and laboratory tests were performed. Follow-up was conducted after 4.5 years. The primary outcome was the combined endpoint of cardiovascular events, cerebrovascular events, readmission, and death. Binary logistic regression analysis was used to analyze the association of metformin with frailty. Survival analysis was performed using Cox proportional hazards models.

Results

The total prevalence of frailty was 19.4% among the participants with diabetes. 13.1% of patients in the metformin group and 28.2% in the non-metformin group had frailty. Metformin was inversely associated with frailty after adjusting for age, sex, duration, blood glucose levels, target organ damage, comorbidities, and polypharmacy. Further longitudinal analysis showed that metformin was also independently associated with a low risk of combined primary outcomes after adjusting for multiple covariables, while frailty was related to an increased risk of the combined primary outcomes. In the non-frail group, metformin was associated with a decreased risk of combined primary outcomes after adjustment for age and sex. However, the protective effect of metformin on adverse outcomes was not found in frail participants with diabetes.

Conclusions

Metformin use is associated with a reduced risk of frailty. In addition, frailty may attenuate the protective effects of metformin on adverse outcomes in diabetic patients. The early identification and prevention of frailty progression may help enhance the benefits of metformin in patients with diabetes.
Appendix
Available only for authorised users
Literature
2.
go back to reference Li Y, Teng D, Shi X, et al. Prevalence of diabetes recorded in mainland China using 2018 diagnostic criteria from the American diabetes association: national cross sectional study. BMJ. 2020;369:m997.CrossRef Li Y, Teng D, Shi X, et al. Prevalence of diabetes recorded in mainland China using 2018 diagnostic criteria from the American diabetes association: national cross sectional study. BMJ. 2020;369:m997.CrossRef
3.
go back to reference Fried LP, Tangen CM, Walston J, et al. Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci. 2001;56(3):M146-156.CrossRef Fried LP, Tangen CM, Walston J, et al. Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci. 2001;56(3):M146-156.CrossRef
4.
go back to reference Clegg A, Young J, Iliffe S, Rikkert MO, Rockwood K. Frailty in elderly people. Lancet. 2013;381(9868):752–62.CrossRef Clegg A, Young J, Iliffe S, Rikkert MO, Rockwood K. Frailty in elderly people. Lancet. 2013;381(9868):752–62.CrossRef
5.
go back to reference Chhetri JK, Zheng Z, Xu X, Ma C, Chan P. The prevalence and incidence of frailty in Pre-diabetic and diabetic community-dwelling older population: results from Beijing longitudinal study of aging II (BLSA-II). BMC Geriatr. 2017;17(1):47.CrossRef Chhetri JK, Zheng Z, Xu X, Ma C, Chan P. The prevalence and incidence of frailty in Pre-diabetic and diabetic community-dwelling older population: results from Beijing longitudinal study of aging II (BLSA-II). BMC Geriatr. 2017;17(1):47.CrossRef
6.
go back to reference Liccini A, Malmstrom TK. Frailty and sarcopenia as predictors of adverse health outcomes in persons with diabetes mellitus. J Am Med Dir Assoc. 2016;17(9):846–51.CrossRef Liccini A, Malmstrom TK. Frailty and sarcopenia as predictors of adverse health outcomes in persons with diabetes mellitus. J Am Med Dir Assoc. 2016;17(9):846–51.CrossRef
7.
go back to reference Park SW, Goodpaster BH, Strotmeyer ES, et al. Accelerated loss of skeletal muscle strength in older adults with type 2 diabetes: the health, aging, and body composition study. Diabetes Care. 2007;30(6):1507–12.CrossRef Park SW, Goodpaster BH, Strotmeyer ES, et al. Accelerated loss of skeletal muscle strength in older adults with type 2 diabetes: the health, aging, and body composition study. Diabetes Care. 2007;30(6):1507–12.CrossRef
8.
go back to reference Morley JE, Malmstrom TK, Rodriguez-Mañas L, Sinclair AJ. Frailty, sarcopenia and diabetes. J Am Med Dir Assoc. 2014;15(12):853–9.CrossRef Morley JE, Malmstrom TK, Rodriguez-Mañas L, Sinclair AJ. Frailty, sarcopenia and diabetes. J Am Med Dir Assoc. 2014;15(12):853–9.CrossRef
9.
go back to reference Mohammed I, Hollenberg MD, Ding H, Triggle CR. A critical review of the evidence that metformin is a putative anti-aging drug that enhances healthspan and extends lifespan. Front Endocrinol. 2021;12:718942.CrossRef Mohammed I, Hollenberg MD, Ding H, Triggle CR. A critical review of the evidence that metformin is a putative anti-aging drug that enhances healthspan and extends lifespan. Front Endocrinol. 2021;12:718942.CrossRef
10.
go back to reference Campbell JM, Bellman SM, Stephenson MD, Lisy K. Metformin reduces all-cause mortality and diseases of ageing independent of its effect on diabetes control: a systematic review and meta-analysis. Ageing Res Rev. 2017;40:31–44.CrossRef Campbell JM, Bellman SM, Stephenson MD, Lisy K. Metformin reduces all-cause mortality and diseases of ageing independent of its effect on diabetes control: a systematic review and meta-analysis. Ageing Res Rev. 2017;40:31–44.CrossRef
11.
go back to reference Kulkarni AS, Gubbi S, Barzilai N. Benefits of metformin in attenuating the hallmarks of aging. Cell Metab. 2020;32(1):15–30.CrossRef Kulkarni AS, Gubbi S, Barzilai N. Benefits of metformin in attenuating the hallmarks of aging. Cell Metab. 2020;32(1):15–30.CrossRef
12.
go back to reference Sumantri S, Setiati S, Purnamasari D, Dewiasty E. Relationship between metformin and frailty syndrome in elderly people with type 2 diabetes. Acta Med Indones. 2014;46(3):183–8. Sumantri S, Setiati S, Purnamasari D, Dewiasty E. Relationship between metformin and frailty syndrome in elderly people with type 2 diabetes. Acta Med Indones. 2014;46(3):183–8.
13.
go back to reference Wang C-P, Lorenzo C, Habib SL, Jo B, Espinoza SE. Differential effects of metformin on age related comorbidities in older men with type 2 diabetes. J Diabetes Complicat. 2017;31(4):679–86.CrossRef Wang C-P, Lorenzo C, Habib SL, Jo B, Espinoza SE. Differential effects of metformin on age related comorbidities in older men with type 2 diabetes. J Diabetes Complicat. 2017;31(4):679–86.CrossRef
14.
go back to reference Laksmi PW, Setiati S, Tamin TZ, et al. Effect of metformin on handgrip strength, gait speed, Myostatin serum level, and health-related quality of life: a double blind randomized controlled trial among non-diabetic pre-frail elderly patients. Acta Med Indones. 2017;49(2):118–27. Laksmi PW, Setiati S, Tamin TZ, et al. Effect of metformin on handgrip strength, gait speed, Myostatin serum level, and health-related quality of life: a double blind randomized controlled trial among non-diabetic pre-frail elderly patients. Acta Med Indones. 2017;49(2):118–27.
15.
go back to reference Walton RG, Dungan CM, Long DE, et al. Metformin blunts muscle hypertrophy in response to progressive resistance exercise training in older adults: a randomized, double-blind, placebo-controlled, multicenter trial: The MASTERS trial. Aging Cell. 2019;18(6): e13039.CrossRef Walton RG, Dungan CM, Long DE, et al. Metformin blunts muscle hypertrophy in response to progressive resistance exercise training in older adults: a randomized, double-blind, placebo-controlled, multicenter trial: The MASTERS trial. Aging Cell. 2019;18(6): e13039.CrossRef
16.
go back to reference Konopka AR, Miller BF. Taming expectations of metformin as a treatment to extend healthspan. GeroScience. 2019;41(2):101–8.CrossRef Konopka AR, Miller BF. Taming expectations of metformin as a treatment to extend healthspan. GeroScience. 2019;41(2):101–8.CrossRef
17.
go back to reference Ma L, Zhang L, Sun F, Li Y, Tang Z. Cognitive function in Prefrail and frail community-dwelling older adults in China. BMC Geriatr. 2019;19(1):53.CrossRef Ma L, Zhang L, Sun F, Li Y, Tang Z. Cognitive function in Prefrail and frail community-dwelling older adults in China. BMC Geriatr. 2019;19(1):53.CrossRef
18.
go back to reference Wu C, Smit E, Xue QL, Odden MC. Prevalence and correlates of frailty among community-dwelling Chinese older adults: the China health and retirement longitudinal study. J Gerontol A Biol Sci Med Sci. 2017;73(1):102–8.CrossRef Wu C, Smit E, Xue QL, Odden MC. Prevalence and correlates of frailty among community-dwelling Chinese older adults: the China health and retirement longitudinal study. J Gerontol A Biol Sci Med Sci. 2017;73(1):102–8.CrossRef
19.
go back to reference Radloff LS. The CES-D scale: a self-report depression scale for research in the general population. Appl Psychol Meas. 1977;1(3):385–401.CrossRef Radloff LS. The CES-D scale: a self-report depression scale for research in the general population. Appl Psychol Meas. 1977;1(3):385–401.CrossRef
20.
go back to reference Li L, Wang H, Shen Y. Development and psychometric tests of a Chinese version of the SF-36 Health Survey Scales. Chinese J Prev Med. 2002;36(2):109–13. Li L, Wang H, Shen Y. Development and psychometric tests of a Chinese version of the SF-36 Health Survey Scales. Chinese J Prev Med. 2002;36(2):109–13.
21.
go back to reference Ware JE Jr, Sherbourne CD. The MOS 36-ltem short-form health survey (SF-36): I. conceptual framework and item selection. Med Care. 1992;30(6):473–83.CrossRef Ware JE Jr, Sherbourne CD. The MOS 36-ltem short-form health survey (SF-36): I. conceptual framework and item selection. Med Care. 1992;30(6):473–83.CrossRef
22.
go back to reference Brazier J, Roberts J, Deverill M. The estimation of a preference-based measure of health from the SF-36. J Health Econ. 2002;21(2):271–92.CrossRef Brazier J, Roberts J, Deverill M. The estimation of a preference-based measure of health from the SF-36. J Health Econ. 2002;21(2):271–92.CrossRef
23.
go back to reference Wang C-P, Lorenzo C, Espinoza SE. Frailty attenuates the impact of metformin on reducing mortality in older adults with type 2 diabetes. J Endocrinol Diabetes Obes. 2014;2(2):1031. Wang C-P, Lorenzo C, Espinoza SE. Frailty attenuates the impact of metformin on reducing mortality in older adults with type 2 diabetes. J Endocrinol Diabetes Obes. 2014;2(2):1031.
24.
go back to reference Dujic T, Zhou K, Donnelly LA, Tavendale R, Palmer CN, Pearson ER. Association of organic cation transporter 1 with intolerance to metformin in type 2 diabetes: a GoDARTS study. Diabetes. 2015;64(5):1786–93.CrossRef Dujic T, Zhou K, Donnelly LA, Tavendale R, Palmer CN, Pearson ER. Association of organic cation transporter 1 with intolerance to metformin in type 2 diabetes: a GoDARTS study. Diabetes. 2015;64(5):1786–93.CrossRef
25.
go back to reference Baskaran D, Aparicio-Ugarriza R, Ferri-Guerra J, Milyani R, Florez H, Ruiz JG. Is there an association between metformin exposure and frailty? Gerontol Geriatr Med. 2020;6:2333721420924956.CrossRef Baskaran D, Aparicio-Ugarriza R, Ferri-Guerra J, Milyani R, Florez H, Ruiz JG. Is there an association between metformin exposure and frailty? Gerontol Geriatr Med. 2020;6:2333721420924956.CrossRef
26.
go back to reference Barnett LA, Jordan KP, Edwards JJ, Windt DA. Does metformin protect against osteoarthritis? An electronic health record cohort study. Prim Health Care Res Dev. 2017;18(6):623–8.CrossRef Barnett LA, Jordan KP, Edwards JJ, Windt DA. Does metformin protect against osteoarthritis? An electronic health record cohort study. Prim Health Care Res Dev. 2017;18(6):623–8.CrossRef
27.
go back to reference Rennie KJ, Witham M, Bradley P, et al. MET-PREVENT: metformin to improve physical performance in older people with sarcopenia and physical prefrailty/frailty - protocol for a double-blind, randomised controlled proof-of-concept trial. BMJ Open. 2022;12(7):e061823.CrossRef Rennie KJ, Witham M, Bradley P, et al. MET-PREVENT: metformin to improve physical performance in older people with sarcopenia and physical prefrailty/frailty - protocol for a double-blind, randomised controlled proof-of-concept trial. BMJ Open. 2022;12(7):e061823.CrossRef
28.
go back to reference Howell JJ, Hellberg K, Turner M, et al. Metformin inhibits hepatic mTORC1 signaling via dose-dependent mechanisms involving AMPK and the TSC complex. Cell Metab. 2017;25(2):463–71.CrossRef Howell JJ, Hellberg K, Turner M, et al. Metformin inhibits hepatic mTORC1 signaling via dose-dependent mechanisms involving AMPK and the TSC complex. Cell Metab. 2017;25(2):463–71.CrossRef
29.
go back to reference Bharath LP, Agrawal M, McCambridge G, et al. Metformin enhances autophagy and normalizes mitochondrial function to alleviate aging-associated inflammation. Cell Metab. 2020;32(1):44-55.e46.CrossRef Bharath LP, Agrawal M, McCambridge G, et al. Metformin enhances autophagy and normalizes mitochondrial function to alleviate aging-associated inflammation. Cell Metab. 2020;32(1):44-55.e46.CrossRef
30.
go back to reference Landry DA, Yakubovich E, Cook DP, Fasih S, Upham J, Vanderhyden BC. Metformin prevents age-associated ovarian fibrosis by modulating the immune landscape in female mice. Sci Adv. 2022;8(35):eabq1475.CrossRef Landry DA, Yakubovich E, Cook DP, Fasih S, Upham J, Vanderhyden BC. Metformin prevents age-associated ovarian fibrosis by modulating the immune landscape in female mice. Sci Adv. 2022;8(35):eabq1475.CrossRef
31.
go back to reference Justice JN, Ferrucci L, Newman AB, et al. A framework for selection of blood-based biomarkers for geroscience-guided clinical trials: report from the tame biomarkers workgroup. GeroScience. 2018;40(5–6):419–36.CrossRef Justice JN, Ferrucci L, Newman AB, et al. A framework for selection of blood-based biomarkers for geroscience-guided clinical trials: report from the tame biomarkers workgroup. GeroScience. 2018;40(5–6):419–36.CrossRef
32.
go back to reference Cohen HJ, Harris T, Pieper CF. Coagulation and activation of inflammatory pathways in the development of functional decline and mortality in the elderly. Am J Med. 2003;114(3):180–7.CrossRef Cohen HJ, Harris T, Pieper CF. Coagulation and activation of inflammatory pathways in the development of functional decline and mortality in the elderly. Am J Med. 2003;114(3):180–7.CrossRef
33.
go back to reference Walston J, McBurnie MA, Newman A, et al. Frailty and activation of the inflammation and coagulation systems with and without clinical comorbidities: results from the cardiovascular health study. Arch Intern Med. 2002;162(20):2333–41.CrossRef Walston J, McBurnie MA, Newman A, et al. Frailty and activation of the inflammation and coagulation systems with and without clinical comorbidities: results from the cardiovascular health study. Arch Intern Med. 2002;162(20):2333–41.CrossRef
34.
go back to reference Reiner AP, Aragaki AK, Gray SL, et al. Inflammation and thrombosis biomarkers and incident frailty in postmenopausal women. Am J Med. 2009;122(10):947–54.CrossRef Reiner AP, Aragaki AK, Gray SL, et al. Inflammation and thrombosis biomarkers and incident frailty in postmenopausal women. Am J Med. 2009;122(10):947–54.CrossRef
35.
go back to reference Yao S, Guo J, Shi G, et al. Association of BNP with frailty in elderly population: rugao longevity and ageing study. J Nutr Health Aging. 2019;23(1):73–8.CrossRef Yao S, Guo J, Shi G, et al. Association of BNP with frailty in elderly population: rugao longevity and ageing study. J Nutr Health Aging. 2019;23(1):73–8.CrossRef
36.
go back to reference Milani P, Vincent Rajkumar S, Merlini G, et al. N-terminal fragment of the type-B natriuretic peptide (NT-proBNP) contributes to a simple new frailty score in patients with newly diagnosed multiple myeloma. Am J Hematol. 2016;91(11):1129–34.CrossRef Milani P, Vincent Rajkumar S, Merlini G, et al. N-terminal fragment of the type-B natriuretic peptide (NT-proBNP) contributes to a simple new frailty score in patients with newly diagnosed multiple myeloma. Am J Hematol. 2016;91(11):1129–34.CrossRef
37.
go back to reference Jia Y, Li D, Yu J, et al. Subclinical cardiovascular disease and frailty risk: the atherosclerosis risk in communities study. BMC Geriatr. 2022;22(1):321.CrossRef Jia Y, Li D, Yu J, et al. Subclinical cardiovascular disease and frailty risk: the atherosclerosis risk in communities study. BMC Geriatr. 2022;22(1):321.CrossRef
39.
go back to reference Müller-Werdan U. Cardiovascular prevention in old age-cardiovascular prevention of ageing? Z Gerontol Geriatr. 2022;55(6):461–4.CrossRef Müller-Werdan U. Cardiovascular prevention in old age-cardiovascular prevention of ageing? Z Gerontol Geriatr. 2022;55(6):461–4.CrossRef
40.
go back to reference Paul SK, Klein K, Majeed A, Khunti K. Association of smoking and concomitant metformin use with cardiovascular events and mortality in people newly diagnosed with type 2 diabetes. J Diabetes. 2016;8(3):354–62.CrossRef Paul SK, Klein K, Majeed A, Khunti K. Association of smoking and concomitant metformin use with cardiovascular events and mortality in people newly diagnosed with type 2 diabetes. J Diabetes. 2016;8(3):354–62.CrossRef
41.
go back to reference Goldberg RB, Aroda VR, Bluemke DA, et al. Effect of long-term metformin and lifestyle in the diabetes prevention program and its outcome study on coronary artery calcium. Circulation. 2017;136(1):52–64.CrossRef Goldberg RB, Aroda VR, Bluemke DA, et al. Effect of long-term metformin and lifestyle in the diabetes prevention program and its outcome study on coronary artery calcium. Circulation. 2017;136(1):52–64.CrossRef
42.
go back to reference Fung CSC, Wan EYF, Wong CKH, Jiao F, Chan AKC. Effect of metformin monotherapy on cardiovascular diseases and mortality: a retrospective cohort study on Chinese type 2 diabetes mellitus patients. Cardiovasc Diabetol. 2015;14:137.CrossRef Fung CSC, Wan EYF, Wong CKH, Jiao F, Chan AKC. Effect of metformin monotherapy on cardiovascular diseases and mortality: a retrospective cohort study on Chinese type 2 diabetes mellitus patients. Cardiovasc Diabetol. 2015;14:137.CrossRef
43.
go back to reference Griffin SJ, Bethel MA, Holman RR, et al. Metformin in non-diabetic hyperglycaemia: the GLINT feasibility RCT. Health Technol Assess. 2018;22(18):1–64.CrossRef Griffin SJ, Bethel MA, Holman RR, et al. Metformin in non-diabetic hyperglycaemia: the GLINT feasibility RCT. Health Technol Assess. 2018;22(18):1–64.CrossRef
44.
go back to reference Fried LP, Cohen AA, Xue Q-L, Walston J, Bandeen-Roche K, Varadhan R. The physical frailty syndrome as a transition from homeostatic symphony to cacophony. Nat Aging. 2021;1(1):36–46.CrossRef Fried LP, Cohen AA, Xue Q-L, Walston J, Bandeen-Roche K, Varadhan R. The physical frailty syndrome as a transition from homeostatic symphony to cacophony. Nat Aging. 2021;1(1):36–46.CrossRef
45.
go back to reference Ruiz JG, Dent E, Morley JE, et al. Screening for and managing the person with frailty in primary care: ICFSR consensus guidelines. J Nutr Health Aging. 2020;24(9):920–7.CrossRef Ruiz JG, Dent E, Morley JE, et al. Screening for and managing the person with frailty in primary care: ICFSR consensus guidelines. J Nutr Health Aging. 2020;24(9):920–7.CrossRef
46.
go back to reference Dent E, Morley JE, Cruz-Jentoft AJ, et al. Physical frailty: ICFSR international clinical practice guidelines for identification and management. J Nutr Health Aging. 2019;23(9):771–87.CrossRef Dent E, Morley JE, Cruz-Jentoft AJ, et al. Physical frailty: ICFSR international clinical practice guidelines for identification and management. J Nutr Health Aging. 2019;23(9):771–87.CrossRef
47.
go back to reference Roxana Adriana S, Diana Simona Ș, Manfredi R, et al. Metformin indications, dosage, adverse reactions, and contraindications. In: Manfredi R, Anca Mihaela Pantea S, editors., et al., Metformin. Rijeka: IntechOpen; 2020. Roxana Adriana S, Diana Simona Ș, Manfredi R, et al. Metformin indications, dosage, adverse reactions, and contraindications. In: Manfredi R, Anca Mihaela Pantea S, editors., et al., Metformin. Rijeka: IntechOpen; 2020.
Metadata
Title
Association of metformin exposure with low risks of frailty and adverse outcomes in patients with diabetes
Authors
Pan Liu
Yiming Pan
Yu Song
Yaru Zhou
Wanshu Zhang
Xiaojun Li
Jiatong Li
Yun Li
Lina Ma
Publication date
01-12-2023
Publisher
BioMed Central
Keyword
Metformin
Published in
European Journal of Medical Research / Issue 1/2023
Electronic ISSN: 2047-783X
DOI
https://doi.org/10.1186/s40001-023-01017-6

Other articles of this Issue 1/2023

European Journal of Medical Research 1/2023 Go to the issue