The Effect Of Metformin On Microvascular Outcomes in Patients With Type 2 Diabetes: A Systematic Review And Meta-analysis
Jun 29, 2023
Abstract
1. Aims
Examine the efficacy of metformin compared to placebo or other glucose-lowering medications on microvascular outcomes in patients with Type 2 Diabetes Mellitus (T2DM).
2. Methods
MEDLINE, EMBASE, Web of Science, and Scopus were searched from database inception to March 2020. We included randomized clinical trials of patients with T2DM receiving metformin compared with another active glucose-lowering treatment or placebo in which a microvascular outcome was assessed. The risk of bias was assessed using the Cochrane Risk of Bias tool. Microvascular complications included kidney-related outcomes, retinopathy, and peripheral neuropathy. An inverse-weighted variance random-effect meta-analysis was performed to estimate drugs' effect on microvascular disease.
3. Results
Nineteen RCTs (n = 18,181) were included. Metformin increased the estimated glomerular filtration rate (eGFR) by a mean difference (MD) of 1.08 (95% CI 0.84 to 1.33 ml/min/1.73 m2 ) after 24 weeks. No effect was found on urinary albumin-creatinine ratio, serum creatinine, and end-stage kidney disease; Patient-important outcomes regarding kidney disease, retinal outcomes, peripheral neuropathy, or quality of life were not assessed by any of the included studies and could not be analyzed.
4. Conclusions
There is no evidence of the clinically significant beneficial effect of metformin therapy as compared to other glucose-lowering medications or placebo on the examined microvascular complications.
Keywords
Type 2 diabetes; Patient important outcomes; Microvascular; Metformin; Systematic review.

Click here to know the benefits of Cistanche
Introduction
Historically, clinical practice guidelines have recommended metformin as the first-line glucose-lowering therapy, making it the most frequently prescribed medication for the treatment of type 2 diabetes mellitus (T2DM) [1–5]. The evidence for these recommendations emerges primarily from the United Kingdom Prospective Kidney Disease (UKPDS) 33 and 34 trials [6,7] as well as systematic reviews [8], which have demonstrated the efficacy of metformin in reducing glucose control parameters (i.e., hemoglobin A1c and/or fasting plasma glucose) and patient-important macrovascular outcomes including all-cause mortality. However, recent trials have demonstrated that sodium-glucose cotransporter-2 (SGLT2) inhibitor and glucagon-like peptide-1 (GLP-1) receptor agonist classes of medications have significant microvascular (specifically, kidney) and macrovascular benefits [9,10,19,11–18], making them preferred agents for diabetes management in the context of kidney disease and cardiovascular disease.
Microvascular complications affect 12–18% [20,21] of people with type 2 diabetes and are important causes of morbidity, impaired quality of life, and high costs of living among these patients [20,21]. There is scarce evidence about the effect of metformin on microvascular complications as few studies are available and have discrepant results, and most of these consider microvascular disease as secondary endpoints and do not rely on patient-important outcomes [22–27]
To address this important knowledge gap and establish the impact of metformin therapy on microvascular disease outcomes among adults with type 2 diabetes, we performed a systematic review and meta-analysis of studies that examined surrogate and patient-important microvascular endpoints.

Cistanche supplement
Methods
1. Study design
This review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) [28]. The review protocol was registered in Prospero (Centre for Reviews and Dissemination, University of York) as CRD42019120365.
2. Data sources and searches
The search strategy was performed by an experienced librarian (NA-V) with input from the principal investigator (RR-G). A comprehensive search was conducted in MEDLINE, EMBASE, Web of Science, and Scopus to find eligible studies. All databases were searched from inception to May 30, 2020. The reference lists from primary studies and narrative reviews were searched and experts in the field were consulted to obtain any additional references that might complement our initial search strategy.
3. Study selection
We included randomized clinical trials (RCTs) enrolling adults (18 years or older) with T2DM, with a sample size of at least 100 participants (to include large trials that could provide more precise results) receiving any dose of metformin compared with another active glucose-lowering treatment or placebo, in which a microvascular outcome was assessed. We excluded studies that enrolled participants < 18 years or with a diagnosis other than T2DM. There were no language restrictions. Two reviewers working independently and in duplicate screened all abstracts and full-text studies for eligibility using Distiller Systematic Review Software (Evidence Partners). A pilot review was performed before each phase, the chance-adjusted agreement was quantified using kappa statistics, and pilots were run in each phase until a kappa of at least 0.7 was reached. Upon retrieval of potentially eligible studies, full-text publications were evaluated in the second screening phase. Reviewers documented reasons for exclusions. Disagreements were resolved by consensus.
4. Data extraction and quality assessment
Data from the included studies were extracted independently and in duplicate by two reviewers. Disagreements were resolved by consensus and, if necessary, an expert was consulted. A standardized data extraction form was used. Extracted data included several participants, drug administration duration, baseline medication(s), comparator groups, duration of follow-up, and dosage. Microvascular outcomes were assessed for both surrogate and patient-important outcomes.
Kidney-related surrogate outcomes were the urinary albumin-to-creatinine ratio (UACR), estimated glomerular filtration rate(eGFR), and serum creatinine. Kidney-related patient-important outcomes were kidney-related death, adverse events (including elevated blood creatinine, reduction in glomerular filtration rate, and renal impairment), and advanced kidney disease defined as the need for continuous renal replacement therapy or kidney transplant, or chronic kidney disease stage 3 or greater.
Retinopathy-related surrogate outcomes were the onset of retinal neo-vascularization, cataract extraction, events reported as general retinopathy, retinal photocoagulation, and treatment with intravitreal agents. Retinopathy-related patient-important outcomes were diabetes-related blindness, vitreous hemorrhage, retinal detachment, severe macular edema, and retinal artery occlusion.
Neuropathic surrogate outcomes were changes from baseline in tendon reflex and electrophysiologic parameters. Neuropathic patient-important outcomes were diabetic foot ulcer, diabetic peripheral neuropathy, pain, numbness, sensory loss (touch or vibration), and quality of life related to neuropathy.
Reviewers working independently and in duplicate assessed the methodological quality of each study using the Cochrane risk-of-bias tool for randomized trials (RoB2) to identify the risk of bias affecting each trial [30]. Disagreements were resolved by consensus.

Herba Cistanche
5. Missing data and author contact
One author was contacted via e-mail to determine if they could provide the data used to calculate the geometric means presented in Lachin et al. [29]. However, the author could not provide this information. Therefore, geometric means were transformed into an approximation of algebraic means according to Higgins et al [30]. Data reported solely in figure form were extracted using the plot digitizer software version 4.3 [31].
6. Data synthesis and analysis
A narrative synthesis of the included studies was conducted, considering population characteristics, and when multiple groups were available, the most effective arm based on the studies’ primary outcome was chosen. When enough data were available (more than one study reporting on the outcome), a random effect meta-analysis was performed to estimate the drug’s effect on microvascular disease endpoints. To measure heterogeneity, a p-value of < 0.10 for the test of heterogeneity across trials and > 50% for the measure of inconsistency (I2 ) was considered as high heterogeneity [32]. The primary analysis used an inverse-weighted variance random-effect meta-analysis to account for the uncertainty in the location of the mean of different effects between studies. When events were evaluated, we used a modified Mantel-Haenszel meta-analysis with Peto’s method. Meta-analyses were performed using R (Version 4.0) [33].
7. Sensitivity analyses
To assess the robustness of the results, several pre-determined sensitivity analyses were performed. When inverse-weighted variance meta-analyses were presented, studies reporting mean changes were excluded due to their small standard deviation. When possible, sensitivity analyses excluding studies deemed to be at high risk of bias were performed. Finally, we performed an analysis limited to studies with the active treatment of 48 weeks or longer to assess the effect in the longest term.
Discussion
1. Main findings
Our study did not demonstrate a meaningful effect of metformin on any microvascular disease endpoint among patients with T2DM. This includes UACR, change in serum creatinine, the incidence of kidney failure, and incident/progressive peripheral artery disease. Data on patient-important outcomes, were scarce, limiting any valuable inferences. While our primary analysis suggested a higher eGFR with metformin use, a sensitivity analysis excluding studies reporting mean changes, found no such effect.
Our findings were consistent with previous studies reporting that the evidence in microvascular outcomes was low quality and inconclusive for other diabetes drug classes [22]. Maruthur et al. evaluated 52 RCTs and 13 observational studies of pharmacological treatment (glyburide, pioglitazone, dapagliflozin, or acarbose) in type 2 diabetes and concluded that evidence was insufficient and of low quality for evaluating their comparative effects on microvascular outcomes [8,23]. A contemporary reassessment of metformin’s comparative efficacy was necessary because none of the previous reviews focused solely on the effect of metformin; these studies usually compared metformin as an add-on to other drug classes.

Cistanche extract
2. Kidney outcomes
We found that metformin increases the eGFR. However, when we excluded studies with short duration and high risk for bias, no statistically significant difference was seen. This may be explained by the weight of Aronson’s study [47]; specifically, the fact that it reported mean change values instead of means, narrowing its confidence interval, and giving it a more spurious weight in the meta-analysis.
The absence of consistent beneficial effects of metformin therapy on kidney-related outcomes must be considered in the context of emerging evidence demonstrating the efficacy of other glucose-lowering medication classes – specifically SGLT-2 inhibitors and GLP-1 receptor agonists [54,59–63].
3. Retinopathy
There was no impact of metformin therapy on the examined retinopathy endpoints. Thus, while evidence supports intensive glycemic control as a way of reducing the risk of retinopathy incidence and progression [6,64,65], none of the currently available studies suggest a preference for any therapeutic class over another. While sitagliptin has shown benefits compared with placebo on the reduction of retinal capillary flow [54] and the incidence of diabetic retinopathy and diabetic eye disease [66], retinal outcomes have rarely been reported thus the impact of different drug classes on the prevention or delay in progression of diabetic retinopathy in patients with T2DM remains unknown. [27,61,62,67,68].
4. Peripheral neuropathy
We found no statistically significant differences in peripheral neuropathy endpoints. However, peripheral neuropathy was inconsistently defined, with only one study using a formal diagnostic scale. Consequently, peripheral neuropathy needs to be consistently defined and evaluated in future trials [69].

Cistanche powder
Conclusion
In adult patients with T2DM, there is no evidence of the clinically significant beneficial effect of metformin therapy as compared to other glucose-lowering medications or placebo on microvascular complications. Importantly, the majority of studies focused on surrogate rather than patient-important outcomes. These results can help patients and clinicians engage in shared decision-making about preferred choices for the pharmacologic management of T2DM.
References
[1]. Chung WK, Erion K, Florez JC, Hattersley AT, Hivert M-F, Lee CG, et al. Precision medicine in diabetes: a consensus report from the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD). Diabetologia 2020;63(9):1671–93. [PubMed: 32556613]
[2]. Garber AJ, Handelsman Y, Grunberger G, Einhorn D, Abrahamson MJ, Barzilay JI, et al. Consensus statement by the American Association of clinical endocrinologists and American College of Endocrinology on the comprehensive type 2 diabetes management algorithm – 2020 executive summary. Endocrine Practice 2020;26(1): 107–39. [PubMed: 32022600]
[3]. Handelsman Y, Bloomgarden ZT, Grunberger G, Umpierrez G, Zimmerman RS, Bailey TS, et al. American Association of clinical endocrinologists and American College of Endocrinology -clinical practice guidelines for Developing A diabetes mellitus comprehensive care Plan – 2015. Endocrine Practice 2015;21:1–87. [PubMed: 25869408]
[4]. Davies MJ, D’Alessio DA, Fradkin J, Kernan WN, Mathieu C, Mingrone G, et al. Management of hyperglycemia in type 2 diabetes, 2018. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD) [Internet]. Vol. 41, Diabetes Care. American Diabetes Association Inc.; 2018 [cited 2020 Aug 11]. p. 2669– 701. Available from: 10.2337/dci18-0033. [PubMed: 30291106]
[5]. Association AD. 1. Improving Care and Promoting Health in Populations: Standards of Medical Care in Diabetes-2020 [Internet]. Vol. 43, Diabetes care. NLM (Medline); 2020 [cited 2020 Aug 11]. p. S7–13. Available from: 10.2337/dc20-S001.
[6]. Turner R Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet [Internet]. 1998 Sep 12 [cited 2020 May 31];352 (9131):837–53. Available from: https:// linkinghub.elsevier.com/retrieve/pii/S0140673698070196.
[7]. Holman RR, Paul SK, Bethel MA, Matthews DR, Neil HAW. 10-Year Follow-up of Intensive Glucose Control in Type 2 Diabetes. N Engl J Med [Internet]. 2008 Oct 9 [cited 2020 Oct 3];359(15):1577–89. Available from: http://www.nejm.org/doi/abs/10.1056/NEJMoa0806470.
[8]. Maruthur NM, Tseng E, Hutfless S, Wilson LM, Suarez-Cuervo C, Berger Z, et al. Diabetes medications such as monotherapy or metformin-based combination therapy for type 2 diabetes. Ann Intern Med [Internet]. 2016.
[9]. Davies MJ, Bain SC, Atkin SL, Rossing P, Scott D, Shamkhalova MS, et al. Efficacy and safety of liraglutide versus placebo as add-on to glucose-lowering therapy in patients with type 2 diabetes and moderate renal impairment (LIRA-RENAL): a randomized clinical Trial. Diabetes Care 2016;39(2):222–30. [PubMed: 26681713]
[10]. de Vos LC, Hettige TS, Cooper ME. New glucose-lowering agents for diabetic kidney disease. Adv Chronic Kidney Dis 2018;25(2):149–57. [PubMed: 29580579]
[11]. Mann JFE, Ørsted DD, Brown-Frandsen K, Marso SP, Poulter NR, Rasmussen S, et al. Liraglutide and Renal Outcomes in Type 2 Diabetes. N Engl J Med [Internet]. 2017 Aug 31 [cited 2017 Sep 4];377(9):839–48. Available from: http://www.nejm.org/doi/10.1056/ NEJMoa1616011.
[12]. Muskiet MHA, Tonneijck L, Huang Y, Liu M, Saremi A, Heerspink HJL, et al. Lixisenatide and renal outcomes in patients with type 2 diabetes and acute coronary syndrome: an exploratory analysis of the ELIXA randomized, placebo-controlled trial. Lancet Diabetes Endocrinol 2018;6(11):859–69. [PubMed: 30292589]
[13]. Tuttle KR, Lakshmanan MC, Rayner B, Busch RS, Zimmermann AG, Woodward DB, et al. Dulaglutide versus insulin glargine in patients with type 2 diabetes and moderate-to-severe chronic kidney disease (AWARD-7): a multicentre, open-label, randomized trial. lancet Diabetes Endocrinol. 2018;6(8):605–17. [PubMed: 29910024]
[14]. de Zeeuw D, Remuzzi G, Parving H-H, Keane WF, Zhang Z, Shahinfar S, et al. Proteinuria, a target for renoprotection in patients with type 2 diabetic nephropathy: lessons from RENAAL. Kidney Int. 2004;65(6):2309–20. [PubMed: 15149345]
[15]. Heerspink HJL, Johnsson E, Gause-Nilsson I, Cain VA, Sjöström CD. Dapagliflozin reduces albuminuria in patients with diabetes and hypertension receiving renin-angiotensin blockers. Diabetes Obes Metab. 2016;18(6):590–7. [PubMed: 26936519]
[16]. Komala MG, Panchapakesan U, Pollock C, Mather A. Sodium-glucose cotransporter 2 and the diabetic kidney. Curr Opin Nephrol Hypertens. 2013;22(1):113–9. [PubMed: 23042029]
[17]. Neal B, Perkovic V, Mahaffey KW, de Zeeuw D, Fulcher G, Erondu N, et al. Canagliflozin and Cardiovascular and Renal Events in Type 2 Diabetes. N Engl J Med [Internet]. 2017 Aug 17 [cited 2020 Oct 3];377(7):644–57. Available from: http://www.nejm.org/doi/10.1056/ NEJMoa1611925.
[18]. Neuen BL, Young T, Heerspink HJL, Neal B, Perkovic V, Billot L, et al. SGLT2 inhibitors for the prevention of kidney failure in patients with type 2 diabetes: a systematic review and meta-analysis. Lancet Diabetes Endocrinol. 2019;7(11): 845–54. [PubMed: 31495651]
[19]. Yale J-F, Bakris G, Cariou B, Yue D, David-Neto E, Xi L, et al. Efficacy and safety of canagliflozin in subjects with type 2 diabetes and chronic kidney disease. Diabetes Obes Metab 2013;15(5):463–73. [PubMed: 23464594]
[20]. Gedebjerg A, Almdal TP, Berencsi K, Rungby J, Nielsen JS, Witte DR, et al. Prevalence of micro- and macrovascular diabetes complications at the time of type 2 diabetes diagnosis and associated clinical characteristics: A cross-sectional baseline study of 6958 patients in the Danish DD2 cohort. J Diabetes Complications [Internet]. 2018 Jan 1 [cited 2021 Jan 14];32(1):34–40. Available from: https://linkinghub.elsevier.com/retrieve/pii/S1056872717308991.
[21]. Kosiborod M, Gomes MB, Nicolucci A, Pocock S, Rathmann W, Shestakova MV, et al. Vascular complications in patients with type 2 diabetes: prevalence and associated factors in 38 countries (the DISCOVER study program). Dec 28 [cited 2021 Jan 14];17(1):150. Available from: Cardiovasc Diabetol [Internet] 2018. https://pubmed.ncbi.nlm.nih.gov/30486889/.
[22]. Bolen S, Eva Tseng M, Susan Hutfless M, Segal JB, Catalina Suarez-Cuervo M, Berger Z, et al. Comparative Effectiveness Review Number 173 Diabetes Medications for Adults With Type 2 Diabetes: An Update Comparative Effectiveness Review Number 173 Diabetes Medications for Adults With Type 2 Diabetes: An Update Addendum and Errata [Internet]. 2016 [cited 2020 Jul 24]. Available from: www.ahrq.gov.
[23]. Qaseem A, Barry MJ, Humphrey LL, Forciea MA. Oral pharmacologic treatment of type 2 diabetes mellitus: a clinical practice guideline update from the American College of Physicians. Feb 21 [cited 2020 Jul 24];166(4):279. Available from: Ann Intern Med [Internet]. 2017 https:// pubmed.ncbi.nlm.nih.gov/28055075/.
[24]. Yudkin JS, Lipska KJ, Montori VM. The idolatry of the surrogate. BMJ [Internet]. 2011 Dec 28 [cited 2020 Oct 4];343(dec28 1):d7995–d7995. Available from: https://www.bmj.com/ content/343/bmj.d7995.
[25]. Montori VM. Patient-important outcomes in diabetes—time for consensus. Lancet 2007;370(9593):1104–6. [PubMed: 17905147]
[26]. Dorsey-Treviño EG. Outcomes that patients perceive and value are systematically unassessed in randomized clinical trials of endocrine-related illnesses: a systematic review. J Clin Epidemiol 2019;106:140–3. [PubMed: 30253220]
[27]. Dorsey-Treviño EG, González-González JG, Alvarez-Villalobos N, González-Nava V, ContrerasGarza BM, Díaz González-Colmenero A, et al. Sodium-glucose cotransporter 2 (SGLT-2) inhibitors and microvascular outcomes in patients with type 2 diabetes: systematic review and meta-analysis. J Endocrinol Invest [Internet]. 2020 Mar 5 [cited 2020 May 31];43(3):289–304. Available from: http://link.springer.com/10.1007/s40618-019-01103-9.
[28]. Moher D, Liberati A, Tetzlaff J, Altman DG. Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement. PLoS Med [Internet]. 2009 Jul 21 [cited 2020 Aug 11];6(7):e1000097. Available from: https://dx.plos.org/10.1371/journal.pmed.1000097.
[29]. Lachin JM, Viberti G, Zinman B, Haffner SM, Aftring RP, Paul G, et al. Renal function in type 2 diabetes with rosiglitazone, metformin, and glyburide monotherapy. Clin J Am Soc Nephrol [Internet]. 2011 May 1 [cited 2020 Dec 3];6 (5):1032–40. Available from: https:// pubmed.ncbi.nlm.nih.gov/21454723/.
[30]. Higgins JPT, White IR, Anzures-Cabrera J. Meta-analysis of skewed data: Combining results reported on log-transformed or raw scales. Stat Med [Internet]. 2008 Dec [cited 2020 Aug 11];27(29):6072–92. Available from: https://pubmed.ncbi.nlm.nih.gov/18800342/.
[31]. Rohatgi A WebPlotDigitizer. CA, USA: Pacifica; 2020.
[32]. Higgins JPT, Thomas J, Chandler J, Cumpston M, Li T, Page MJ, et al. Cochrane Handbook for systematic reviews of Interventions. John Wiley & Sons; 2019.
[33]. R Core Team. R: A. Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing; 2020.
[34]. Kahn SE, Haffner SM, Heise MA, Herman WH, Holman RR, Jones NP, et al. Glycemic durability of rosiglitazone, metformin, or glyburide monotherapy. N Engl J Med [Internet]. 2006 Dec 7 [cited 2020 Aug 28];355(23):2427–43. Available from: https://pubmed.ncbi.nlm.nih.gov/ 17145742/.
[35]. Kooy A, de Jager J, Lehert P, Bets D, Wulffeĺe MG, Donker AJMM, et al. Long-term Effects of Metformin on Metabolism and Microvascular and Macrovascular Disease in Patients With Type 2 Diabetes Mellitus. Mar 23 [cited 2020 Aug 29];169(6):616. Available from: Arch Intern Med [Internet]. 2009 http://archinte.jamanetwork.com/article.aspx?doi=10.1001/ archinternmed.2009.20.
[36]. de Jager J, Kooy A, Schalkwijk C, van der Kolk J, Lehert P, Bets D, et al. Long-term effects of metformin on endothelial function in type 2 diabetes: a randomized controlled trial. J Intern Med 2014;275(1):59–70. [PubMed: 23981104]
[37]. Out M, Kooy A, Lehert P, Schalkwijk CA, Stehouwer CDA. Long-term treatment with metformin in type 2 diabetes and methylmalonic acid: Post hoc analysis of a randomized controlled 4.3-year trial. J Diabetes Complications [Internet]. 2018 Feb;32(2):171–8. Available from: 10.1016/ j.jdiacomp.2017.11.001.
[38]. Aschner P, Katzeff HL, Guo H, Sunga S, Williams-Herman D, Kaufman KD, et al. Efficacy and safety of monotherapy of sitagliptin compared with metformin in patients with type 2 diabetes. Available from: Diabetes, Obes Metab [Internet]. 2010;12(3):252–61. http://doi.wiley.com/ 10.1111/j.1463-1326.2009.01187.x.
[39]. Hanefeld M, Pfützner A, Forst T, Kleine I, Fuchs W. Double-blind, randomized, multicentre, and active comparator-controlled investigation of the effect of Pioglitazone, Metformin, and the combination of both on cardiovascular risk in patients with type 2 diabetes receiving stable basal insulin therapy: The PIOCOMB study. Cardiovasc Diabetol [Internet]. 2011 Jul 14 [cited 2020 Dec 3];10. Available from: https://pubmed.ncbi.nlm.nih.gov/21756323/.
[40]. Hong J, Zhang Y, Lai S, Lv A, Su Q, Dong Y, et al. Effects of metformin versus glipizide on cardiovascular outcomes in patients with type 2 diabetes and coronary artery disease. Diabetes Care 2013;36(5):1304–11. [PubMed: 23230096]
[41]. Turner R Effect of intensive blood-glucose control with metformin on complications in overweight patients with type 2 diabetes (UKPDS 34). Lancet [Internet]. 1998 Sep 12 [cited 2020 Jul 24];352(9131):854–65. Available from: http://www.thelancet.com/article/ S0140673698070378/full text.
[42]. Schernthaner G, Matthews DR, Charbonnel B, Hanefeld M, Brunetti P. Efficacy and safety of pioglitazone versus metformin in patients with type 2 diabetes mellitus: a double-blind, randomized trial. Available from J Clin Endocrinol Metab [Internet]. 2004 Dec;89(12):6068–76. https://academic.oup.com/jcem/article-lookup/doi/10.1210/jc.2003-030861.
[43]. Hanefeld M, Brunetti P, Schernthaner GH, Matthews DR, Charbonnel BH. One-Year glycemic control with a sulfonylurea plus pioglitazone versus a sulfonylurea plus metformin in patients with type 2 diabetes. Available from Diabetes Care [Internet]. 2004 Jan 1;27(1):141–7. http:// care.diabetesjournals.org/cgi/doi/10.2337/diacare.27.1.141.
[44]. Henry RR, Murray AV, Marmolejo MH, Hennicken D, Ptaszynska A, List JF. Dapagliflozin, metformin XR, or both: initial pharmacotherapy for type 2 diabetes, a randomized controlled trial. Available from Int J Clin Pract [Internet]. 2012;66 (5):446–56. http://doi.wiley.com/ 10.1111/j.1742-1241.2012.02911.x.
[45]. Bailey CJ, Morales Villegas EC, Woo V, Tang W, Ptaszynska A, List JF. Efficacy and safety of dapagliflozin monotherapy in people with Type 2 diabetes: a randomized double-blind placebo-controlled 102-week trial. Available from Diabet Med [Internet]. 2015;32(4):531–41. http://doi.wiley.com/10.1111/dme.12624.
[46]. Rosenstock J, Chuck L, González-Ortiz M, Merton K, Craig J, Capuano G, et al. Initial combination therapy with canagliflozin plus metformin versus each component as monotherapy for drug-Naïve type 2 diabetes. Available from Diabetes Care [Internet]. 2016;39(3):353–62. http://care.diabetesjournals.org/lookup/doi/10.2337/dc15-1736.
[47]. Aronson R, Frias J, Goldman A, Darekar A, Lauring B, Terra SG. Long-term efficacy and safety of ertugliflozin monotherapy in patients with inadequately controlled T2DM despite diet and exercise: VERTIS MONO extension study. Available from: Diabetes Obes Metab [Internet] 2018;20(6):1453–60. http://doi.wiley.com/10.1111/dom.13251.
[48]. Bosi E, Dotta F, Jia Y, Goodman M. Vildagliptin plus metformin combination therapy provides superior glycaemic control to individual monotherapy in treatment-naive patients with type 2 diabetes mellitus. Available from: Diabetes, Obes Metab [Internet]. 2009;11(5):506–15. http:// doi.wiley.com/10.1111/j.1463-1326.2009.01040.x.
[49]. Haak T, Meinicke T, Jones R, Weber S, von Eynatten M, Woerle H-J. The initial combination of linagliptin and metformin improves glycaemic control in type 2 diabetes: a randomized, double-blind, placebo-controlled study. Available from: Diabetes, Obes Metab [Internet]. 2012;14(6):565–74. http://doi.wiley.com/10.1111/j.1463-1326.2012.01590.x.
[50]. Pratley RE, Fleck P, Wilson C. Efficacy and safety of initial combination therapy with alogliptin plus metformin versus either as monotherapy in drug-naïve patients with type 2 diabetes: a randomized, double-blind, 6-month study. Available from: Diabetes, Obes Metab [Internet] 2014 Jul;16(7):613–21. http://doi.wiley.com/10.1111/dom.12258.
[51]. Pan Q, Xu Y, Yang N, Gao X, Liu J, Yang W, et al. Comparison of Acarbose and Metformin on Albumin Excretion in Patients with Newly Diagnosed Type 2 Diabetes. Med (United States) 2016;95(14):1–6.
[52]. Ji L, Li L, Kuang J, Yang T, Kim D, Kadir AA, et al. Efficacy and safety of fixed-dose combination therapy, alogliptin plus metformin, in Asian patients with type 2 diabetes: A phase 3 trial. Available from: Diabetes, Obes Metab [Internet] 2017 May;19(5):754–8. http:// doi.wiley.com/10.1111/dom.12875.
[53]. Horton ES, Foley JE, Shen SG, Baron MA. Efficacy and tolerability of initial combination therapy with nateglinide and metformin in treatment-naïve patients with type 2 diabetes. Curr Med Res Opin [Internet]. 2004 Jun 16 [cited 2020 Dec 3];20(6):883–9. Available from: https:// pubmed.ncbi.nlm.nih.gov/15200747/.
[54]. Kooy A, De Jager J, Lehert P, Bets D, Wulffelé MG, Donker AJM, et al. Long-term effects of metformin on metabolism and microvascular and macrovascular disease in patients with type 2 diabetes mellitus. Arch Intern Med [Internet]. 2009 Mar 23 [cited 2020 Aug 29];169(6):616–25. Available from: https://pubmed.ncbi.nlm.nih.gov/19307526/.
[55]. Ono K, Wada H, Satoh-Asahara N, Inoue H, Uehara K, Funada J, et al. Effects of Metformin on Left Ventricular Size and Function in Hypertensive Patients with Type 2 Diabetes Mellitus: Results of a Randomized, Controlled, Multicenter, Phase IV Trial. Am J Cardiovasc Drugs [Internet]. 2020 Jun 1 [cited 2020 Dec 3];20(3): 283–93. Available from: /PMC/articles/ PMC7266803/?report=abstract.
[56]. adj
[57]. Pan Q, Xu Y, Yang N, Gao X, Liu J, Yang W, et al. Metformin or Acarbose Treatment Significantly Reduced Albuminuria in Patients with Newly Diagnosed Type 2 Diabetes Mellitus and Low-Grade Albuminuria. Med Sci Monit [Internet]. 2018 Dec 10 [cited 2020 Oct 3];24:8941–9. Available from: https://pubmed.ncbi.nlm.nih.gov/30531690/.
[58]. Lund SS, Gong Y. Comment on Hong et al. Effects of Metformin Versus Glipizide on Cardiovascular Outcomes in Patients With Type 2 Diabetes and Coronary Artery Disease. Diabetes Care 2013;36:1304–1311. Diabetes Care [Internet]. 2014 Jan 19 [cited 2020 Aug 28];37(1):e19–20. Available from: http://care.diabetesjournals.org/lookup/doi/10.2337/ dc13-1806. [PubMed: 23230096]
[59]. Heerspink HJL, Stefánsson BV, Correa-Rotter R, Chertow GM, Greene T, Hou F-F, et al. Dapagliflozin in Patients with Chronic Kidney Disease. N Engl J Med [Internet]. 2020;383(15):1436–46. Available from: 10.1056/NEJMoa2024816. [PubMed: 32970396]
[60]. Marso SP, Daniels GH, Brown-Frandsen K, Kristensen P, Mann JFE, Nauck MA, et al. Liraglutide and Cardiovascular Outcomes in Type 2 Diabetes. N Engl J Med [Internet]. 2016 Jul 28 [cited 2020 Oct 3];375(4):311–22. Available from: http://www.nejm.org/doi/10.1056/ NEJMoa1603827.
[61]. Palmer SC, Tendal B, Mustafa RA, Vandvik PO, Li S, Hao Q, et al. Sodium-glucose cotransporter protein-2 (SGLT-2) inhibitors and glucagon-like peptide-1 (GLP-1) receptor agonists for type 2 diabetes: Systematic review and network meta-analysis of randomized controlled trials. BMJ 2021;372:1–14.
[62]. Care D, Suppl SS. Microvascular complications and foot care: Standards of medical care in diabetes—2021. Diabetes Care 2021;44(January):S151–67. [PubMed: 33298422]
[63]. Navaneethan SD, Zoungas S, Caramori ML, Chan JCN, Heerspink HJL, Hurst C, et al. Diabetes management in chronic kidney disease: synopsis of the 2020 KDIGO clinical practice guideline. Ann Intern Med 2020.
[64]. Control D, Trial C. Progression of Retinopathy with Intensive versus Conventional Treatment in the Diabetes Control and Complications Trial. Ophthalmology [Internet]. 1995;102(4):647–61. Available from: 10.1016/S0161-6420(95)30973-6.
[65]. Chew EY, Ambrosius WT, Davis MD, Danis RP, Gangaputra S, Greven CM, et al. Effects of medical therapies on retinopathy progression in type 2 diabetes. N Engl J Med. 2010;363(3):233– 44. [PubMed: 20587587]
[66]. Green JB, Bethel MA, Armstrong PW, Buse JB, Engel SS, Garg J, et al. Effect of sitagliptin on cardiovascular outcomes in type 2 diabetes. N Engl J Med. 2015;373 (3):232–42. [PubMed: 26052984]
[67]. Taylor OM, Lam C. The Effect of Dipeptidyl Peptidase-4 Inhibitors on Macrovascular and Microvascular Complications of Diabetes Mellitus: A Systematic Review. Curr Ther Res - Clin Exp [Internet]. 2020;93:100596. Available from: 10.1016/j.curtheres.2020.100596.
[68]. Avgerinos I, Karagiannis T, Malandris K, Liakos A, Mainou M, Bekiari E, et al. Glucagon-like peptide-1 receptor agonists and microvascular outcomes in type 2 diabetes: a systematic review and meta-analysis. Diabetes Obes Metab 2019;21(1): 188–93. [PubMed: 30058208]
[69]. Callaghan BC, Little AA, Feldman EL, Hughes RA. Enhanced glucose control for preventing and treating diabetic neuropathy. Jun 13 [cited 2020 Oct 3];6: CD007543. Available from: Cochrane Database Syst Rev [Internet]. 2012 http://doi.wiley.com/10.1002/14651858.CD007543.pub2.
[70]. Dorsey-Trevinõ EG, Contreras-Garza BM, González-González JG, Álvarez-Villalobos N, Salcido-Montenegro A, Diáz Gonźalez-Colmenero A, et al. Systematic review and meta-analysis of the effect of SGLT-2 inhibitors on microvascular outcomes in patients with type 2 diabetes: a review protocol. BMJ Open 2018;8(6): e020692.
[71]. Harding JL, Pavkov ME, Magliano DJ, Shaw JE, Gregg EW. Global trends in diabetes complications: a review of current evidence. Vol. 62, Diabetologia. Springer Verlag; 2019. p. 3–16. [PubMed: 30171279]
[72]. Le P, Chaitoff A, Misra-Hebert AD, Ye W, Herman WH, Rothberg MB. Use of Antihyperglycemic Medications in U.S. Adults: An Analysis of the National Health and Nutrition Examination Survey. Diabetes Care [Internet]. 2020 Jun [cited 2020 May 31];43(6):1227–33. Available from: http://care.diabetesjournals.org/lookup/doi/10.2337/ dc19-2424.
[73]. Abdul-Ghani M, DeFronzo RA. Is It Time to Change the Type 2 Diabetes Treatment Paradigm? Yes! GLP-1 RAs Should Replace Metformin in the Type 2 Diabetes Algorithm. Diabetes Care [Internet]. 2017 Aug 21 [cited 2020 Aug 28];40(8): 1121–7. Available from: http:// care.diabetesjournals.org/lookup/doi/10.2337/dc16-2368.
[74]. Care D, Suppl SS. 9. Pharmacologic Approaches to Glycemic Treatment: Standards of Medical Care in Diabetes—2021. Diabetes Care [Internet]. 2021 Jan 9;44 (Supplement 1):S111–24. Available from: http://care.diabetesjournals.org/lookup/doi/10.2337/dc21-S009.
[75]. CDC. National Diabetes Statistics Report 2020. Estimates of diabetes and its burden in the United States. 2020.
José Gerardo González-González a,b, Ricardo Cesar Solis a, Alejandro Díaz GonzálezColmenero a, Karina Raygoza-Cortez a, Pablo J. Moreno-Peña a, Alicia L. Sánchez a, Rozalin a G McCoy e,f , Naykky Singh Ospina h, Spyridoula Maraka c,d, Juan P Brito g, René RodriguezGutierrez a,b,g,
a Plataforma INVEST Medicina UANL-KER Unit Mayo Clinic (KER Unit Mexico), Universidad Autónoma de Nuevo León, Monterrey 64460, Mexico
b Endocrinology Division, Department of Internal Medicine, University Hospital “Dr. José E. González”, Universidad Autonoma de Nuevo León, Monterrey 64460, Mexico
c Division of Endocrinology and Metabolism, University of Arkansas for Medical Sciences, Little Rock, AR, USA
d Central Arkansas Veterans Healthcare System, Medicine Service, Little Rock, AR, USA
e Division of Community Internal Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, USA
f Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, MN, USA
g Knowledge and Evaluation Research Unit, Mayo Clinic, Rochester, MN 55905, USA
h Division of Endocrinology, Department of Medicine, University of Florida, FL 32610, USA






