PDF

Theranostics 2022; 12(6):2722-2740. doi:10.7150/thno.71360 This issue Cite

Review

Metformin in aging and aging-related diseases: clinical applications and relevant mechanisms

Sheng Chen^1,2#, Donghao Gan^2#, Sixiong Lin^2,3#, Yiming Zhong^2#, Mingjue Chen², Xuenong Zou³, Zengwu Shao¹ , Guozhi Xiao²

1. Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China.
2. Department of Biochemistry, School of Medicine, Southern University of Science and Technology, Guangdong Provincial Key Laboratory of Cell Microenvironment and Disease Research, Shenzhen Key Laboratory of Cell Microenvironment, Shenzhen, 518055, China.
3. Guangdong Provincial Key Laboratory of Orthopaedics and Traumatology, Department of Spine Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China.
^#These authors contributed equally to this study

✉ Corresponding authors: G.X. (email: xiaogzedu.cn); Z.S. (email: szwprocom).

Abstract

Aging is a natural process, which plays a critical role in the pathogenesis of a variety of diseases, i.e., aging-related diseases, such as diabetes, osteoarthritis, Alzheimer disease, cardiovascular diseases, cancers, obesity and other metabolic abnormalities. Metformin, the most widely used antidiabetic drug, has been reported to delay aging and display protective effect on attenuating progression of various aging-related diseases by impacting key hallmark events of aging, including dysregulated nutrient sensing, loss of proteostasis, mitochondrial dysfunction, altered intercellular communication, telomere attrition, genomic instability, epigenetic alterations, stem cell exhaustion and cellular senescence. In this review, we provide updated information and knowledge on applications of metformin in prevention and treatment of aging and aging-related diseases. We focus our discussions on the roles and underlying mechanisms of metformin in modulating aging and treating aging-related diseases.

Keywords: Metformin, aging, aging-related diseases, clinical application, molecular mechanism.

1. Introduction

Aging is broadly defined as an irreversible and inevitable biological process, which is characterized by progressive deterioration of the social, physical and mental conditions of the individual organism with advancing chronological age, which generally starts after sexual maturity and ultimately results in morbidity [1]. From the mid-1900s, researchers have been debating whether aging is the cause of aging-related diseases, including diabetes mellitus, degenerative musculoskeletal diseases, cardiovascular diseases, neurodegenerative diseases, cancers and other diseases [2]. It is now widely believed that aging is one of the main risk factors in the occurrence of these diseases [3].

Nowadays, as the average human life expectancy and the proportion of older people increase, the global financial burden of aging-related diseases becomes increasingly heavy, and effective preventive approaches and therapeutic methods are urgently needed. To comprehensively dissect the various factors in the aging process and identify relevant intervention targets, Lopez-Otin et al. [4] proposed nine tentative hallmarks, which are considered to contribute to the initiation and progression of aging and together determine the phenotypes of aging. The nine aging hallmarks include four primary hallmarks (loss of proteostasis, telomere attrition, genomic instability and epigenetic alterations), three antagonistic hallmarks (dysregulated nutrient sensing, mitochondrial dysfunction and cellular senescence) and two integrative hallmarks (altered intercellular communication and stem cell exhaustion). Better understanding of interplays among these hallmarks and their respective contributions to the aging process will largely help identify pharmacological targets for aging and aging-related diseases.

Metformin (N, N-dimethylbiguanide), which contains two linked guanidine rings and belongs to the biguanide class of hypoglycemic drugs, was originally derived from a medicinal herb French lilac Galega officinalis [5]. It was first described in Culpeper's Complete Herbal in 1653 that Galega officinalis could be used to treat worms, fever, pestilence, epilepsy and other ailments [6]. In 1772, Galega officinalis was recommended by John Hill to treat symptoms of diabetes [6]. In 1957, French physician Jean Sterne pursued this antihyperglycemic property and first reported the application of metformin in the treatment of diabetes [6]. Since then, metformin has been widely used in Europe to treat diabetes. But it was slow for metformin to get the approval in the United States because of the concern over lactic acidosis. In 1995, metformin was proven effective and safe in the treatment of diabetes, and introduced in US. At present, metformin has become the first-line medicine to treat type 2 diabetes (T2D). Recently, numerous studies using different cell lines and model organisms have demonstrated that metformin has a great potential to retard aging and alleviate aging-related diseases by targeting key molecules related to aging [7]. Moreover, a multicenter, randomized, double-blind, placebo-controlled clinical trial Targeting Aging with Metformin (TAME) has been initiated to further explore the anti-aging role of metformin [8].

In this review, we provide up-to-date information and knowledge on the clinical applications of metformin in the prevention and treatment of major aging-related diseases. We review and discuss the roles and underlying mechanisms of metformin in modulation of aging hallmarks and treatment of aging-related diseases.

2. Pharmacology of metformin

2.1 Chemistry

The structural formula of metformin is C₄H₁₁N₅ and its molecular weight is 129.16 g/mol, consisting of planar molecule with single protonation between two imino groups and two non-polar methyl groups. The metformin used in clinic (metformin hydrochloride) is synthesized from chlorinated dimethylamine and dicyandiamide (Figure 1), rather than from plants. The molecular formula of metformin hydrochloride is C₄H₁₁N₅•HCL and its molecular weight is 165.6 g/mol. Metformin hydrochloride is a white powder at room temperature, with a melting point of 223-226 ^oC, and its solubility in water can be as high as 200 g/L.

 Figure 1 

Metformin chemistry, pharmacokinetics and side effects. Metformin contains a double salt group and is synthesized from dimethylamine chloride and dicyandiamide. The oral dose of metformin is 500-1000mg, and the absolute bioavailability of oral metformin hydrochloride is relatively low (about 50-60%), and its absorption process is mainly in the proximal intestine, including the duodenum and jejunum. The T_max is about 2.5 hours. Its typical peak plasma concentration (C_max) is about 2 μg/ml, and rarely exceeds 4 μg/ml. And the state concentration range is 0.3-1.5 μg/ml. The absorption of metformin in the gastrointestinal tract (GIT) is slow and incomplete. Metformin is not metabolized by the liver. Plasma protein binding is negligible and widely distributed (usual volume of distribution [V_d], 100-300l). Metformin has an elimination half-life (T_1/2) of ~6-7h. The main way of elimination is rapid excretion through the kidneys, where 30-50% of the metformin is eliminated and remains unchanged in the urine. The most common side effects include gastrointestinal irritation, lactic acidosis and vitamin B12 deficiency. Adapted from Bailey et al. [6].

2.2 Pharmacokinetics

After oral administration, the absorption process of metformin is completed mainly in the proximal small intestine (duodenum and jejunum). In healthy people, regardless of the dose of metformin, the absorption process is completed within 6-10 hours after oral administration of metformin. And the absolute bioavailability of oral metformin hydrochloride is relatively low (about 50-60%) [9]. Eating reduces the degree of absorption of the drug and slightly delays its rate of absorption. After oral administration, the accumulation of metformin can be detected in salivary glands, intestinal cells, red blood cells, esophagus and kidneys, and 20-30% of metformin can be recovered in feces. Of note, metformin is not metabolized by the liver. The main way of elimination of metformin is through rapid excretion by the kidneys, where 30-50% of the metformin dose is eliminated and remains unchanged in the urine [10] (Figure 1). Therefore, the dose of metformin needs to be adjusted in patients with impaired renal function. Metformin seems to have no short-term adverse effects on pregnancy, but its long-term safety is unclear [11] . Thus, the decision to use metformin during pregnancy should be based on assessing the risks of each mother and baby, and it is not recommended for patients who are planning to become pregnant or are already pregnant to use metformin. Metformin can be used alone or in combination with other drugs. Proton pump inhibitors were reported to reduce the transport of metformin by inhibiting organic cation transporter (OCT) 1, OCT2 and OCT3 [12]; however, its implication in human body is unclear.

2.3 Side effects

The most common side effect of metformin is its gastrointestinal irritation, which causes flatulence, diarrhea, nausea, vomiting, and cramps. These symptoms are most common when metformin is used for the first time or when the dose is high. This discomfort can be usually avoided by starting with a low dose and gradually increasing the dose or using sustained-release formulations. The most serious adverse effect of metformin is lactic acidosis. This complication is rare and the vast majority of cases seem to be related to liver and kidney damage, rather than metformin itself [13]. In addition, it has been reported that high-dose and prolonged use of metformin increases the incidence of vitamin B12 deficiency [14]. Therefore, it is helpful to screen patients taking metformin for vitamin B12 deficiency. Although high-dose administration of metformin can cause a series of side effects, results from studies in cultured cells treated with high concentration of metformin are interesting. For example, Virtanen et al [15] showed that 600 μg/mL metformin significantly inhibited angiogenesis, while 5 or 50 μg/mL metformin had no effect. In line with it, Dallaglio et al [16] revealed that 10 mM (about 1290 μg/mL) metformin, which greatly exceeds the concentration in vivo, had an antiangiogenic effect in endothelial and tumor cells. These results suggest that high-dose administration of metformin may be beneficial for antiangiogenic therapy for diseases, such as cancer.

3. Clinical applications

In addition to diabetes mellitus, metformin has been proved to be effective for aging-related diseases, such as degenerative skeletal diseases, cardiovascular diseases, neurodegenerative diseases, tumors, obesity and other metabolic abnormalities (Table 1).

3.1 Aging and lifespan

Since 2015, the World Health Organization has officially recognized aging as a disease, which greatly stimulates the research on aging and aging-related diseases as well as the development of relevant therapeutic strategies. Several epidemiological studies demonstrated that metformin reduced the incidence of multiple age-related diseases as well as all-cause mortality. Importantly, this phenomenon was observed not only in diabetic patients but also in non-diabetic patients [17, 18]. Result from a randomized, double-blind, placebo-controlled, crossover trial revealed that metformin had both metabolic and non-metabolic effects associated with aging in the elderly, providing evidence for the anti-aging effect of metformin [19]. This notion is further supported from results from preclinical studies showing that metformin could extend the lifespan of C. elegans, an invertebrate, and mice [20, 21].

3.2 Diabetes mellitus

The prevalence of diabetes, especially T2D, increases with the age. Furthermore, individuals with diabetes are more likely to develop other age-related comorbidities, such as mild cognitive impairment, Alzheimer's disease, cardiovascular disease, osteoporosis, visual impairment, and renal dysfunction, suggesting that diabetes itself may represent a pro-aging state [22]. As the most widely used T2D drug in the world, metformin has been used in clinical practice for more than 50 years. A large number of studies and clinical trials demonstrate that metformin alone or in combination with other hypoglycemic drugs is effective in the treatment of T2D. In 1991, Hermann and coworkers reported that metformin restored the fasting blood glucose (FBG) of patients with non-insulin-dependent diabetes mellitus (NIDDM) [23]. In a 1995 study by Ra DeFronzo, metformin monotherapy was shown to improve blood glucose control and lipid concentration in patients with NIDDM [24]. The same group further reported that metformin reduced fasting blood glucose and glycosylated hemoglobin in a dose-dependent manner. In recent years, cumulative evidence suggests that the effect of combination of metformin with other drugs is better than that of metformin used alone. Drugs that are used in combination with metformin include glibenclamide, troglitazone, insulin, dipeptidyl peptidase 4 (DPP4) inhibitors, sodium-dependent glucose transporters 2 (SGLT2) inhibitors and Glucagon-like peptide 1 (GLP1) receptor agonists. For example, the combination of metformin and glibenclamide displayed a better effect on reducing the level of blood glucose than that when it was used alone [25]. Similarly, the combined use of metformin and troglitazone reduced the production of endogenous glucose while increasing the excretion of peripheral glucose, thereby better controlling the blood sugar level of T2D patients [26]. Furthermore, adding metformin to insulin therapy was reported to better control the blood sugar level [27].

3.3 Degenerative skeletal diseases

Osteoporosis (OP), osteoarthritis (OA) and intervertebral disc degeneration (IVDD) are major degenerative skeletal diseases, which are all related to aging. Increasing evidence suggests that metformin plays a beneficial role in treatment of degenerative skeletal diseases (Figure 2).

OP is an important metabolic bone disease, which is associated with diabetes. Clinical cohort studies showed that metformin treatment was associated with a lower rate of OP and a lower risk of fracture in diabetic patients compared with those who did not receive metformin treatment [28, 29]. Result from a phase II clinical study showed that metformin improved bone metabolism caused by glucocorticoid overexposure through inhibition of bone resorption and stimulation of bone formation in trabecular bone [30].

OA is the main cause of severe joint pain, physical disability and impaired quality of life in the aging population. Age-related cell senescence and increased expression of inflammatory mediators are two important contributors to OA development and progression. The body weight reducing effect of metformin might indirectly improve the effect of obesity on OA [31]. Metformin displayed a beneficial effect on long-term knee outcomes in obese patients with knee joint OA [32]. Moreover, preclinical evidence shows that metformin plays a role in the treatment of OA due to its anti-inflammatory and skeletal regulatory effects [33, 34]. Animal studies showed that metformin protected articular cartilage by activating AMPK pathway, delayed the onset and progression of OA and reduced OA-related pain sensitivity in injury-induced OA models in mice and in primates [35, 36].

 Figure 2 

The effect of metformin in the treatment of musculoskeletal diseases. Metformin plays an important role in the treatment of musculoskeletal diseases such as osteoarthritis (OA), osteoporosis (OP), intervertebral disc degeneration (IVDD), periodontitis (PD), ankylosing spondylitis (AS), rheumatoid arthritis (RA), osteosarcoma (OS) by inhibiting the effect of inflammatory response, cartilage degeneration, mechanical hyperalgesia, cellular senescence, osteoclastic activity, oxidative stress, fibroblast ossification, cellular proliferation and migration, reducing body weight or improving osteogenic activity.

Intervertebral disc (IVD) is composed of the cartilage endplate, an outer annulus fibrosus and a central nucleus pulposus, and its degeneration, namely IVDD, leads to vertebral instability and neurological symptoms [37, 38]. While clinical evidence is still lacking, results from cultured cells and preclinical studies suggest that metformin plays a beneficial role in treatment of IVDD. Metformin was shown to improve the model of punctation-induced disc degeneration in rats and reduce local mechanical hyperalgesia, possibly by inhibiting cellular senescence and inflammatory responses in the nucleus pulposus and annulus fibrosus [39, 40]. Liao et al. showed that extracellular vesicles derived from metformin-treated bone marrow mesenchymal stem cells improved disc cell senescence both in vitro and in vivo [41].

In addition to OP, OA and IVDD, preclinical studies indicate that metformin plays a beneficial role in the treatment of other degenerative skeletal diseases, such as rheumatoid arthritis (RA) and periodontitis (PD). Results from several studies reveal that aging is an important risk factor for the progression of RA, which is closely associated with inflammatory activity [42]. The anti-inflammation effect of metformin can contribute to its treatment of RA [43]. PD is a chronic inflammatory disease involving periodontal tissue, and its incidence is increasing with the aging of the population. Metformin was shown to reduce the inflammatory response, oxidative stress and bone loss in rats with PD, and alleviate oxidative stress-induced aging by stimulating autophagy, which may benefit PD treatment from the perspective of anti-aging [44, 45]. Additionally, in vitro studies showed that metformin effectively inhibited the ossification and inflammation of ankylosing spondylitis (AS) fibroblasts by activating PI3K/AKT and AMPK pathways, suggesting that metformin may be developed as a potential drug for the treatment of AS [46]. And metformin was found to inhibit osteosarcoma (OS) cell proliferation and migration by affecting AKT activity, and may reduce the cancer risk of continuous use of metformin in T2D patients [47, 48]. Collectively, metformin may be used as a potential drug for the treatment of degenerative skeletal diseases and other bone disease.

3.4 Cardiovascular diseases

Aging-related cardiovascular diseases include a variety of categories, such as coronary heart disease and heart failure. Growing evidence from a number of studies suggest that metformin can protect against cardiovascular diseases. Results from several clinical trials showed that metformin mitigated the development of cardiovascular disease and reduced morbidity in diabetic patients [49, 50]. It is important to investigate the cardiovascular effects of metformin in non-diabetic patients because high blood sugar itself is a significant factor affecting vascular environment. Current clinical studies on the cardioprotective effects of metformin have primarily been focused on coronary heart disease, heart failure, and heart attack combined with pulmonary hypertension. Sardu et al. reported that metformin reduced the risk of coronary heart disease by reducing coronary endothelial dysfunction [51]. Moreover, metformin attenuated the early progression of coronary plaque in men with prediabetes [49]. Zhang et al. reported that metformin changed the composition of serum lipids and thereby indirectly reduced the probability of cardiovascular events in patients [52]. Furthermore, metformin protected the heart by reducing myocardial oxygen consumption and significantly reduced left ventricular mass index (LVMI), left ventricular mass (LVM), office systolic blood pressure and oxidative stress in patients with coronary artery disease [53, 54]. While more clinical trials should be conducted in order to further confirm the protective effects of metformin in heart failure, studies discussed above suggest that metformin has therapeutic potential for this disease. In addition, results from several animal studies revealed that metformin benefited patients with pulmonary hypertension associated with heart failure with preserved ejection fraction to some extent [55, 56].

Aging-related cardiovascular diseases are often caused by a combination of multiple factors, which include telomere shortening and mitochondrial oxidative stress in vascular endothelial cells as well as cardiomyocyte dysfunction and other factors. Preclinical studies show that the protective effect of metformin on cardiovascular diseases is based on its multiple effects on vascular endothelial cells, smooth muscle cells, lipids and chronic systemic inflammation [57, 58]. For example, metformin was reported to improve the function of vascular smooth muscle cells by inhibiting inflammation, contraction, proliferation and calcification [58]. Of note, the study to explore the direct effect of metformin on the senescence of vascular smooth muscle cells is still lacking.

3.5 Neurodegenerative diseases

Neurodegenerative diseases mainly include Alzheimer's disease (AD), Huntington's disease (HD), and Parkinson's disease (PD). The common pathological feature of neurodegenerative diseases is the presence of a large number of misfolded and aggregated proteins in neurons, such as mutated α-co-nucleoprotein, β-amyloid, tau protein, and Huntington's protein. These proteins have toxic effects on neurons, thus affecting neuronal connectivity and plasticity, and may even trigger the activation of cell death signaling pathways, leading to massive neuronal death. Of importance, aging is a main risk factor of neurodegenerative diseases [59].

The efficacy of metformin in the treatment of AD seems to be controversial. Most of the current evidence suggests a beneficial effect of metformin on the prevention of AD, including improved cognitive performance and decreased risk of AD. A large meta-analysis revealed that patients with T2D using metformin displayed a reduced risk for developing AD [60]. Similarly, results from a prospective observational study support the notion that metformin slows cognitive decline in old patients with diabetes [61]. However, results from a case-control study by Imfeld et al. revealed that long-term use of metformin increased the risk of AD [62]. In addition, Moore et al. reported that diabetic patients developed worse cognitive performance after treatment with metformin [63]. The efficacy of metformin in the treatment of PD is also controversial. Results from a retrospective study by Wahlqvist et al. revealed that metformin reduced the risk of PD in T2D patients in a Taiwanese population [64]. In contrast, results from another cohort study showed that metformin treatment was associated with an increased risk of PD in T2D patients [65]. The controversy may be due to differences in sample sizes, statistical methods and applications of drug combination from these studies. Metformin treatment for HD is still at the preclinical stage, and results from some animal models showed that metformin was beneficial to some extent in the treatment of HD [66].

3.6 Cancers

Aging plays an important role in causing cancers. Current studies suggest that metformin can be used alone or in combination with other drugs in cancer treatment, including pancreatic, breast, colon and other cancers [67].

Results from several retrospective studies and meta-analyses suggested that metformin treatment increased survival in patients with pancreatic ductal adenocarcinoma (PDAC) [68, 69]. However, result from one study showed that the addition of conventional antidiabetic doses of metformin did not improve prognosis in patients with advanced PDAC treated with gemcitabine and erlotinib [70]. The different selection of patient recruitment and statistical analytical method may contribute to the controversial results. The protective effect of metformin against breast tumors and colon cancer is clear. A study by Bodmer et al. showed a reduced risk for breast cancer in women with T2D by long-term metformin usage [71]. Further studies showed that the protective effect of metformin against breast cancer was related to the types of the breast cancers and the hormone levels in patients. Metformin reduced the serum level of estradiol in patients, a possible mechanism by which metformin resists breast cancer development [72]. Meanwhile, another study reported that T2D patients on long-term metformin use showed reduced risk of estrogen receptor-positive breast cancer [73]. Several clinical studies reported that metformin application in T2D patients not only reduced the risk of colorectal cancer, but also improved the survival rate of colorectal cancer patients [74, 75]. In addition, metformin was shown to reshape the methylation profile of colon cancer cells, which may contribute to its anti-colon-cancer effects [76]. In addition to the tumors discussed above, the anti-cancer effects of metformin have been demonstrated in other tumors. Wang et al. showed in a population-based cohort study that the use of metformin reduced the risk of esophageal cancer and that the effect was significant in new users and the users aged 60-69 years [77]. A regression study showed a negative association between metformin use and the incidence of lung cancer and mortality in lung cancer patients [78]. Some preclinical studies also suggested anti-cancer effect of metformin in other cancers, such as bladder cancer [79], however, more clinical studies are necessary to verify it.

Metformin exerts its anti-cancer effect mainly by impeding tumor cell proliferation, blocking the tumor cell cycle progression, preventing the genomic instability, inducing apoptosis and impacting cellular energy metabolism (Table 2). Of note, there still are limitations in the current studies on the anti-tumor mechanisms of metformin, which should be investigated by further preclinical studies.

3.7 Obesity and other metabolic abnormalities

Obesity is a public health problem worldwide. As a multifactorial chronic disease, obesity is often accompanied by metabolic abnormalities, such as T2D, fatty liver, and cardiovascular disease. The prevalence of obesity has markedly risen among adults over 65 years old [80]. A growing body of evidence suggests that metformin is a potential treatment for obesity and its related metabolic dysfunction. In humans, metformin displayed a significant effect on weight loss in patients who gained weight as a result of antipsychotic treatment [81].

Above result is also supported by increasing preclinical evidence. Kim and coworkers reported that metformin increased the expression of fibroblast growth factor 21 in high-fat-diet (HFD) fed mice, thereby preventing obesity and inflammation caused by HFD [82]. In addition, Geerling et al. reported that metformin prevented obesity in mice by promoting the metabolic activity of mitochondria-rich brown adipose tissue [83]. In addition, metformin was reported to regulate the intestinal microbiota and prevented obesity caused by HFD in rats [84]. Recent studies reveal that aging and obesity are closely related to the loss of stemness properties in adipose stem cells. Chinnapaka et al showed that metformin improved the stemness of human adipose-derived stem cells by downregulating the mTOR and ERK signaling [85]. Age-related adipose tissue dysfunction caused by stress-induced senescence of adipose stromal cells was ameliorated by metformin treatment [86].

As an effective anti-glycemic agent, metformin plays an important role in regulation of glucose metabolism. Metformin inhibited gluconeogenesis in liver. Results from a number of studies reveal that metformin exerts its hypoglycemic effect through activation of the AMPK [87, 88]. Zhou et al. showed that metformin activated AMPK in hepatocytes [89]. HFD-fed mice with liver selective deletion of AMPKα1/2 subunits showed an increase in their blood glucose level when they were treated with metformin [90]. Metformin failed to improve the hyperglycemia in mice lacking serine-threonine liver kinase B1 (LKB1) in liver [91]. These studies support a mechanism through which metformin exerts its hypoglycemic effect through activation of the LKB1-AMPK pathway. However, the importance of AMPK in mediation of the effect of metformin on hepatic glucose production (HGP) is currently being challenged. Foretz et al. reported that the blood glucose levels in mice lacking AMPK in the liver were comparable to those in wild-type mice, and the hypoglycemic effect of metformin was intact in these mice [92]. In addition, a previous study reported that metformin non-competitively inhibited the redox shuttle enzyme mitochondrial glycerophosphate dehydrogenase, which altered in the redox state in liver cells and reduced the conversion of lactic acid and glycerol to glucose and thereby impairs liver gluconeogenesis [93, 94]. These findings indicate that mechanisms underlying the metformin's HGP and hypoglycemic effects in diabetes are complicated, which involve multiple pathways.

In addition to its important role in glucose metabolism in liver, metformin also plays roles in other organs. For example, in the intestine, metformin was shown to relocate GLUT2 by mediating AMPK activation and promote glucose uptake in the intestinal mucosa [95]. Several studies showed that OCT3 was expressed in fat cells and muscle cells and transported metformin into these cells [96]. Lin et al. reported that metformin improved fatty liver, reversed steatosis and abnormal transaminase [97]. Kita et al. reported that metformin prevented and reversed the steatosis of nonalcoholic steatohepatitis in experimental non-diabetic models without affecting peripheral insulin resistance [98]. In addition, metformin inhibited adipogenesis in adipocytes, which was abolished in acetyl CoA Carboxylase 1/2 mutant mice [99]. Metformin inhibited fatty acid desaturase and thereby reduced the levels of acyl-alkyl phosphatidylcholines and LDL-C [100]. Collectively, these studies suggest that metformin play an important role in regulation of liver lipid metabolism.

Metformin also regulates amino acid and protein metabolism. In a 2016 study, the authors reported results from individuals treated with metformin for 18 months and analyzed every 6 months. They found that metformin reduced the levels of phenylalanine and tyrosine in the blood and increased the levels of branched chain amino acids, histidine and alanine levels [101]. Subsequent studies from the same group revealed that metformin increased the blood levels of leucine, isoleucine and tyrosine in patients with diabetes and insulin resistance [102, 103]. While these studies indicate that metformin regulates metabolisms of amino acids and proteins, its underlying mechanisms remain to be defined.

3.8 Other diseases

Metformin has been used to treat other diseases, including polycystic ovarian syndrome (PCOS) and COVID-19. In pregnant women with PCOS, metformin treatment from the late first trimester until delivery reduced the risk of late miscarriage and preterm birth, but failed to prevent gestational diabetes [104]. Virus-induced cellular senescence (VIS), a common response of host cells to viral stress, is an important manifestation of SARS-CoV-2 infection and has been demonstrated in several dimensions. Several senolytic drugs, such as bafilomycin and quercetin, were shown to counteract cellular senescence caused by SARS-CoV-2 [105]. Metformin prevented cellular senescence and it suggested that patients with COVID-19 might be benefited from metformin [105]. Results from several studies showed that patients with diabetes needed a longer recovery time after being infected with COVID-19 and experienced longer-lasting adverse reactions sequelae in multi organs. Moreover, infection with SARS-CoV-2 was reported to promote onset of new diabetes or aggravation of the original metabolic disorder [106]. Several retrospective studies demonstrated that metformin reduced the mortality of patients no matter whether they were diabetic or not [107, 108]. However, results from a retrospective study revealed that in individuals with COVID-19 and preexisting T2D, the use of metformin was associated with an increased incidence of acidosis, suggesting that the basic underlying disease of patients with COVID-19 should be considered before the usage of metformin [109]. While mechanism(s) underlying metformin's effects on VIS remain poorly defined, it is believed that metformin use can decrease risk of death for patients with COVID-19.

Above evidence from clinical and preclinical studies suggests the beneficial effects of metformin in attenuating aging and treating aging-related diseases. Several clinical trials have been designed and performed to further evaluate the effectiveness of metformin on molecular and clinical outcomes of individual hallmarks of aging (Table 3), knowledge from these trials may facilitate the application of metformin in the treatment of aging and aging-related diseases.

4. Molecular mechanisms and signal transduction pathways

Cumulative evidence from a number of experiments and clinical trials demonstrates that metformin delays aging and has significant protective effects against aging-related diseases mainly by affecting hallmarks of aging, including dysregulated nutrient sensing, loss of proteostasis, mitochondrial dysfunction, altered intercellular communication, telomere attrition, genomic instability, epigenetic alterations, stem cell exhaustion and cellular senescence (Figure 3).

 Figure 3 

Targets of metformin among the hallmarks of aging. Metformin attenuates aging and aging-related diseases by targeting nine hallmarks of aging, including (1) four primary hallmarks (loss of proteostasis, telomere attrition, genomic instability and epigenetic alterations); (2) three antagonistic hallmarks (deregulated nutrient sensing, mitochondrial dysfunction, and cellular senescence); (3) two integrative hallmarks (altered intercellular communication and stem cell exhaustion).

 Figure 4 

Multiple pathways of metformin targeting aging and aging-related diseases. Metformin alleviates aging and aging-related diseases by targeting aging hallmarks through following signaling pathways: (1) Metformin is transported into cells through organic transporter 1 (OCT1). Then metformin inhibits mitochondrial respiratory-chain complex 1 and thereby oxidative phosphorylation, resulting in increased AMP/ATP and NAD⁺/NADH ratios, causing activation of AMPK and up-regulation of SIRT1. AMPK-dependent mechanisms lead to the inhibition of mTOR, reactive oxygen species (ROS), DNA Methylation (DNMT) and histone acetyltransferase (HAT)/ histone deacetylase (HDAC), and the increase of PGC1α and DICER1. Metformin also up-regulates ataxic telangiectasis mutation (ATM) protein kinase and nuclear factor erythroid 2-related factor 2 (Nrf2), contributing to the inhibition of DNA damage and increase of glutathione peroxidase 7 (GPx7). (2) Metformin regulates the insulin and IGF-1 signaling and thereby the phosphorylation of insulin receptor substrate-1/2 (IRS-1/2) and PI3K/AKT/mTOR signaling. Activation of AMPK also inhibits mTOR signaling. (3) Metformin inhibits NF-κB signaling induced by pro-inflammatory cytokines. Up-regulation of SIRT1 further inhibits NF-κB signaling. Adapted from Kulkarni et al[7].

4.1 Dysregulated nutrient sensing

Metabolic homeostasis is an essential part of the cellular and organismal homeostasis. Studies by Bettedi et al. demonstrated that multiple signaling pathways that sense energy status and nutrients availability of cells communicated with growth factor and growth hormone signaling pathways to orchestrate metabolic homeostasis in humans [110]. Smith et al showed that during aging the nutrient sensing pathways were dysregulated, which resulted in a gradual deterioration in the regulation of metabolic homeostasis [111]. Studies from several groups revealed that metformin exerted its anti-aging effects by improving the dysregulated nutrient sensing, mainly through regulation of four most important nutrient-sensing signaling pathways, including down-regulation of the insulin/insulin-like growth factor 1 (IGF-1) and mTORC1 signaling pathways and up-regulation of AMPK and SIRT1 signaling pathways [5, 7] (Figure 4). Metformin decreased the levels of insulin and IGF-1, and thereby inhibited phosphorylation of insulin receptor substrate-1/2 (IRS-1/2) and PI3K/AKT/mTOR signaling, which plays a key role in controlling aging and cancer [7, 112]. It is worth noting that metformin could also up-regulate IRS/ PI3K/AKT signaling to improve glucose metabolism and cognitive impairment [113, 114]. The discrepancies of the metformin actions may result from the complex regulation mechanisms of IRS-1/2 signaling pathway, including positive and negative feedback loops [114]. The mTOR kinase is composed of mTORC1 and mTORC2. Studies using genetic models demonstrated that it was the down-regulation of mTORC1 rather than that of mTORC2 that extended longevity [115]. Kalender et al. showed that metformin directly inhibited mTORC1 in Ras-related GTP-binding protein (Rag) GTPase-dependent manner [116]. In addition, van Nostrand and coworkers reported that metformin inhibited mTORC1 by AMPK activation-mediated phosphorylation of Raptor and tuberous sclerosis complex 2 (TSC2) [117]. Sirtuin family has the function of ADP ribosyltransferases and NAD-dependent protein deacetylases and plays a vital role in energy metabolism. The Sirtuin isoforms (SIRT1-SIRT7) have been extensively studied and considered as potential and attractive anti-aging factors. Recent studies revealed that in low NAD⁺ concentrations, metformin directly activated SIRT1 and enhanced anabolic signaling, thus favoring healthy aging [118]. Interestingly, more recent study [119] found that metformin didn't influence the abundance of proteins linked with these nutrient sensing pathways and aging. This might be due to the regulation of metformin on the phosphorylation of nutrient sensing pathways instead of abundance, which needs to be confirmed in the further study.

4.2 Loss of proteostasis

Protein homeostasis or proteostasis is important for cell function and viability. Under normal physiological conditions, cells take advantage of a series of processes to regulate the synthesis, folding, conformational stability and degradation of their proteomes to maintain proteostasis. Proteostasis involves mechanisms for the stabilization of correctly folded proteins by chaperone-mediated protein folding and stability system, and mechanisms for the degradation of proteins by the autophagy-lysosomal system and the ubiquitin-proteasome system. However, aging and aging-related diseases are usually accompanied with loss of proteostasis. Metformin attenuates aging and aging-related diseases by maintaining proteostasis through inhibition of protein misfolding and enhancement of autophagy [120]. In a D-galactose-induced aging rat model, metformin was shown to maintain protein homeostasis by regulating unfolded protein response (UPR)-related chaperone proteins, including heat shock protein (HSP) 60, HSP90, glucose-regulated protein 78 (GRP78) and C/EBP homologous protein, and alleviate aging‑related hearing loss and neurodegeneration [121]. In an Alzheimer disease mouse model, Xu and coworkers showed that metformin promoted the activation of chaperone-mediated autophagy and partly reversed the pathologies of this aging-related disease [122]. Further, recent studies showed that metformin could ameliorate inflammation by stimulating expression of Krüppel-like factor 2 (KLF2) [123, 124] and autophagy [125] in different cell types (such as T cells, endothelial cells and macrophages) [57], which highlight the important role of metformin-induced autophagy in the alleviation of aging-associated inflammation.

4.3 Mitochondrial dysfunction

Mechanisms of mitochondrial dysfunction and aging remain poorly understood. Mitochondria are important organelles that provide energy and maintain homeostasis in cells. Abnormalities in mitochondrial function caused by various pathological factors affect cell metabolism and impair body function and health. Results from a study by Konopka et al. showed that metformin improved the physiological functions of the elderly by eliminating exercise-mediated increases in skeletal muscle mitochondrial respiration [126]. Metformin up-regulated mitochondrial biogenesis by SIRT3 through AMPK-mediated H3K79 methylation, and delayed aging [127]. Increased levels of reactive oxygen species (ROS) and the imbalance of energy metabolism caused by the decline of mitochondrial function were shown to be related to the occurrence of aging and a variety of aging-related diseases [128], and may be targeted for the treatment of aging-related diseases [129].

Recent studies reported that metformin reduced ROS production by mitochondrial complex I (NADH: ubiquinone oxidoreductase) and improved oxidative stress-mediated dysfunction or cell apoptosis [130]. PGC-1α is a co-transcriptional regulator that promotes mitochondrial biogenesis. A large number of studies have shown that metformin can improve mitochondrial biogenesis by increasing the expression of PGC-1α in a tissue-specific manner. Suwa et al. showed that metformin enhanced PGC-1α expression and mitochondrial biogenesis by promoting AMPK phosphorylation and improving insulin resistance in skeletal muscle [131]. Andrzejewski et al. showed that the elevated level of PGC-1α in breast cancer cells helped to cope with the interference of metformin on mitochondrial energy metabolism, and played roles in drug resistance and metastasis [132]. Metformin selectively affected PGC-1α mediated gene regulation in the liver and prevented gluconeogenesis activation, but did not affect its regulation of mitochondrial genes [133]. In addition to mitochondrial dysfunction, recent studies suggested that the therapeutic effect of metformin on aging-related diseases might be through regulation of mitochondrial dynamics, including mitochondrial fission and fusion [134, 135]. Whether mitochondrial fission proteins (such as dynamin-related protein 1 and mitochondrial fission protein 1) and mitochondrial fusion proteins (such as optic atrophy 1, mitofusin-1 and mitofusin-2) play important roles in the anti-aging effect of metformin remains unclear and requires further investigation.

4.4 Altered intercellular communication

Aging not only impacts the cell autonomous system, but also affects other cellular functions through intercellular communication, such as neuronal, endocrine and neuroendocrine, which tends to lead to chronic, low-grade and sterile inflammation in the body. Inflammation promotes epigenetic changes, loss of protein stability and stem cell dysfunction, and is a key factor leading to aging-related diseases. In addition to regulating metabolic indicators, metformin also reduces the level of low-grade inflammation in the blood [136]. Clinical follow-up showed that metformin alone significantly reduced circulating pro-inflammatory cytokine levels and mortality in elderly diabetic patients [137]. Metformin inhibited the expression of pro-inflammatory cytokines, such as TNF-α and IL-6, by regulating the NF-κB pathway, and reduced the susceptibility to aging-related diseases [138]. Gut microbiota is closely related to metabolism and immune homeostasis [139]. Aging-related gut microbiota imbalance was shown to lead to the release of inflammatory factors and increase levels of inflammation in the body through intercellular communication [140, 141]. Metformin regulated metabolism-related diseases by regulating the composition of the gut microbiota [142-144], such as improving metabolism, reducing body weight and indirectly reducing the level of systemic inflammation. Metformin may be beneficial in improving aging and aging-related diseases by regulating gut microbiota and inhibiting inflammation.

4.5 Telomere attrition

Telomeres located at the ends of chromosomes are essential for protecting the integrity of chromosomes and controlling organismal aging. It is known that biological aging and aging-related diseases are associated with telomere attrition and shortening. In addition, telomere damage or dysfunction caused by various pathological factors can accelerate aging, increase the incidence of aging-related diseases, and even shorten life span [145]. Gao et al. showed aging-related telomere attrition in adipocyte progenitors predisposed to metabolic diseases through human biopsies and gene knockout mice [146]. In leucocytes, relative telomere length was shown to be inversely associated with glycemic level in T2D patients diagnosed in less than 5 years and was associated with a higher incidence of diabetic complications [147]. Activation of telomerase by pharmacology or transgenic technology reversed the premature aging phenotype of telomerase deficient mice or delay physiological aging [148, 149]. AMPK was shown to regulate telomere transcription through telomere repeat RNA [150]. Metformin reduced telomere attrition of leukocytes in patients with mild aging-related diabetes and had obvious anti-aging effect [151]. Garcia-Martin showed that metformin therapy prevented telomere shortening associated with leukocyte and placental telomere shortening in patients with gestational diabetes mellitus, thereby avoiding adverse fetal outcomes [152].

4.6 Genomic instability

Genomic instability is mainly due to DNA damage and mutation accumulation caused by multiple endogenous (mitochondrial metabolism) and exogenous (environmental) factors, and can be offset by the large DNA repair network. Genomic instability is a key marker of aging, and artificially induced genomic instability accelerates cell aging and increases susceptibility to aging-related diseases [153].

It is believed that metformin protects genomic stability by in part inhibiting oxidative stress and DNA damage and by regulating ataxic telangiectasis mutation (ATM) protein kinase. Metformin inhibited DNA damage in Drosophila by down-regulating aging-related and oxidative stress-induced AKT activity [154]. In T2D patients, the antioxidant capacity of metformin protected cells from diabetic oxidative stress and regulated DNA BER system, which was related to the significant up-regulation of X-ray repair cross complementing 1 and p53 levels [155]. In addition, metformin inhibited hepatic gluconeogenesis by regulating ataxic telangiectasis mutation and activating multiple AMPK-dependent and AMPK-independent differentially expressed genes and regulatory elements [156]. Vazquez-Martin and coworkers showed that metformin recruited DNA repair complexes to repair broken DNA double strands by activating ATM and Checkpoint Kinases-2 [157]. Metformin improved homologous recombination defect tumor-dependent DNA repair by regulating metabolic levels [158]. Although the potential mechanism of metformin's protection of genome stability is not fully elucidated, its antioxidant and DNA damage prevention effects are beneficial to the prevention and treatment of aging-related disease damage.

4.7 Epigenetic alterations

Alterations in epigenetic modifications, such as histone modification and DNA methylation and non-coding RNAs, can promote inflammation and metabolic aging phenotypes, leading to a variety of aging-related diseases. Restoring the normal state of epigenetic characteristics may be a potential therapeutic strategy for the treatment of aging and aging-related diseases.

Increasing evidence suggests that metformin can regulate transcription and post-transcriptional activity through distinct epigenetic modification mechanisms [159]. It was reported that abnormal methylation of the whole genome in some T2D patients caused metformin intolerance [160]. Metformin promoted global DNA methylation through the mitochondrial one-carbon metabolic pathway and H19/S-adenosine homocysteine hydrolase axis, and regulated expression of epigenetic genes to promote health [161, 162]. In vitro studies showed that metformin reduced histone H3 lysine 27 trimethylation (H3K27me3) and inhibited the activity of ovarian cancer cells, reflecting its anti-tumor effect by regulating epigenetic modification [163]. In vivo, metformin reversed the physiological function of histone H3K36me2 in 170 histone markers that is known to play a role in pathogenesis of diabetes and obesity in prediabetic HFD-induced obesity mouse models [164].

In addition to its effects on DNA and histone methylation, metformin affects cell function and intervenes in related diseases by regulating non-coding RNAs expression. Metformin was reported to reduce cell senescence and delay aging-related phenotypes by regulating miRNA expression in several in vitro and in vivo aging models [165, 166]. Results from clinical study showed that metformin might regulate aging-related metabolic and non-metabolic pathways in skeletal muscle and subcutaneous adipose tissue of older adults by controlling miRNA-29b expression [19]. In addition, metformin was shown to prevent vascular smooth muscle cell dysfunction by regulating long non-coding RNAs (lncRNA) or circular RNAs (circRNAs) [167, 168]. However, the precise mechanisms how these non-coding RNAs participate in the metformin actions still need to be sufficiently understood.

4.8 Stem cell exhaustion

Stem cells are unspecialized cells, which exist in all stages of life, such as embryo, fetus and adult. These cells can give rise to various differentiated cells that contribute to the properties of different tissues and organs [169]. At the early postnatal and adult stages of human life, tissue-specific stem cells are present in differentiated organs and play key roles in tissue repair and regeneration following injury to the organ. With aging, stem cells are gradually exhausted and their biological behaviors, such as viability, proliferation, differentiation and migration, are inhibited, which leads to an impaired tissue regenerative capacity and results in tissue and organ dysfunction as well as aging-related diseases. Increasing evidence suggests that metformin delays stem cell aging and activates its rejuvenation capacity by increasing antioxidant effect, activating AMPK signaling, and inhibiting mTORC1 to initiate autophagy. Low-dose metformin administration was shown to upregulate the expression level of endoplasmic reticulum-localized glutathione peroxidase 7 (GPx7) via nuclear factor erythroid 2-related factor 2 (Nrf2), which delayed premature cellular senescence and extended the lifespan of human mesenchymal stem cells [170]. Results from Neumann and colleagues showed that metformin similarly activated AMPK signaling and rejuvenated aging in oligodendrocyte progenitor cells [171]. Moreover, in Drosophila midgut intestinal stem cells, Na et al. [172] demonstrated that metformin alleviated aging-related phenotypes by regulating autophagy related gene 6 and AKT/mTOR signaling pathway.

4.9 Cellular senescence

Cellular senescence is usually defined as an irreversible arrest of the cell cycle, which can be induced by various internal and external stressors, including irradiation, mitochondrial dysfunction, oxidative and genotoxic stress, oncogenic activation and chemotherapeutic agents. Besides cell cycle arrest, senescent cells often show other phenotypic alterations, such as chromatin rearrangement, metabolic reprogramming and autophagy modulation. Senescent cells can produce a complex mixture of chemokines, cytokines, growth factors and extracellular matrix proteases, which are collectively called senescence-associated secretory phenotype (SASP). Cellular senescence is widely considered to be a main driver of aging and aging-related diseases, with the accumulation of senescent cells and the inflammatory microenvironment created by SASP via paracrine and autocrine. Metformin was shown to inhibit SASP and cellular senescence in multiple age-related dysfunctions [7, 173]. In lens epithelial cells and nucleus pulposus cells, metformin reduced SASP and senescence by activation of AMPK signaling and restoration of autophagic flux [39, 174]. In renal tubular epithelial cells, metformin inhibited senescence and alleviated diabetic nephropathy through the muscleblind-like 1 /miR-130a-3p/STAT3 signaling pathway [175]. In addition, metformin repressed endothelial senescence by activating the activity of Sirt1 [176], and inhibited macrophage senescence and SASP by down-regulating NLRC4 phosphorylation [177]. Śmieszek A et al. [178] found that metformin suppressed SASP and senescence in ex vivo cultures of murine olfactory ensheathing cell via down-regulation of NF-κB signaling. Interestingly, several studies reported that metformin increased SASP and senescence in cancer cells [179, 180]. These contradictory results suggest that mechanisms whereby metformin regulates SASP and cellular senescence are complicated, which need more detailed investigation.

5. Conclusion and perspectives

Metformin has significant effects in anti-aging and in attenuating aging-related diseases and displays promising perspective in aging-related clinical applications. However, there are several important issues that need to be addressed. First, more multicenter, large-scale, double-blind, randomized, placebo-controlled trials are required to further elucidate the effects of metformin on aging and major aging-related diseases. Second, the concept of precision or personalized medicine should be considered in the anti-aging treatment of metformin. Even though metformin has become the first-line medicine to treat T2D, there are non-responders and responders, and side effects also vary considerably. It is important to take into account the patients' genetic background, the dose of medicine and the approach of administration in particular, and then develop personalized treatment strategy. Third, there is some limitations of the administration of metformin in clinic because of its short half-life and relatively low bioavailability. The design of novel drug delivery systems to improve drug bioavailability, enhance drug stability and reduce side effects of metformin are largely appreciated in clinical applications. Finally, distinct molecular mechanisms through which metformin attenuates aging and different aging-related diseases are still poorly understood and remain to be investigated in great detail. Better understanding of these mechanisms will greatly facilitate the development of novel and efficient strategies for the prevention and treatment of aging and aging-related diseases by metformin.

Abbreviations

AD: alzheimer's disease; AS: ankylosing spondylitis; ATM: ataxic telangiectasis mutation; circRNAs: circular RNAs; DPP4: dipeptidyl peptidase 4; FBG: fasting blood glucose; GRP78: glucose-regulated protein 78; GLP1: glucagon-like peptide 1; GPx7: glutathione peroxidase 7; HSP: heat shock protein; HGP: hepatic glucose production; HFD: high-fat-diet; H3K27me3: histone H3 lysine 27 trimethylation; HD: huntington's disease; IGF-1: insulin-like growth factor 1; IRS-1/2: insulin receptor substrate-1/2; IVD: intervertebral disc; IVDD: intervertebral disc degeneration; KLF2: krüppel-like factor 2; LVM: left ventricular mass; LVMI: left ventricular mass index; LKB1: liver kinase B1; LncRNA: long non-coding RNAs; NIDDM: non-insulin-dependent diabetes mellitus; Nrf2: nuclear factor erythroid 2-related factor 2; OCT: organic cation transporter; OA: osteoarthritis; OP: osteoporosis; OS: osteosarcoma; PDAC: pancreatic ductal adenocarcinoma; PD: parkinson's disease; PD: periodontitis; PCOS: polycystic ovarian syndrome; Rag: Ras-related GTP-binding protein; RA: rheumatoid arthritis; ROS: reactive oxygen species; SASP: senescence-associated secretory phenotype; SGLT2: sodium-dependent glucose transporters 2; TAME: targeting aging with metformin; TSC2: tuberous sclerosis complex 2; T2D: type 2 diabetes; VIS: virus-induced cellular senescence.

Acknowledgements

We apologize to the authors whose studies may have been overlooked in this review article. This work was supported, in part, by the National Key Research and Development Program of China Grants (2019YFA0906004), the National Natural Science Foundation of China Grants (81991513 and 81870532) and the Guangdong Provincial Science and Technology Innovation Council Grant (2017B030301018).

Author Contributions

SC, ZS, and GX conceptualized and wrote the outline of the manuscript. SC, DG, SL and YZ searched the literature. SC, DG, SL, YZ and MC wrote the draft of the manuscript. GX and ZS reviewed and edited the manuscript. All authors have read and approved the final manuscript.

Competing Interests

The authors have declared that no competing interest exists.

References

1. Melzer D, Pilling LC, Ferrucci L. The genetics of human ageing. Nat Rev Genet. 2020;21:88-101

2. Campisi J, Kapahi P, Lithgow GJ, Melov S, Newman JC, Verdin E. From discoveries in ageing research to therapeutics for healthy ageing. Nature. 2019;571:183-92

3. Luo J, Mills K, le Cessie S, Noordam R, van Heemst D. Ageing, age-related diseases and oxidative stress: What to do next? Ageing Res Rev. 2020;57:100982

4. Lopez-Otin C, Blasco MA, Partridge L, Serrano M, Kroemer G. The hallmarks of aging. Cell. 2013;153:1194-217

5. Soukas AA, Hao H, Wu L. Metformin as Anti-Aging Therapy: Is It for Everyone? Trends Endocrinol Metab. 2019;30:745-55

6. Bailey CJ. Metformin: historical overview. Diabetologia. 2017;60:1566-76

7. Kulkarni AS, Gubbi S, Barzilai N. Benefits of Metformin in Attenuating the Hallmarks of Aging. Cell Metab. 2020;32:15-30

8. Justice JN, Niedernhofer L, Robbins PD, Aroda VR, Espeland MA, Kritchevsky SB. et al. Development of Clinical Trials to Extend Healthy Lifespan. Cardiovascular endocrinology & metabolism. 2018;7:80-3

9. Flory J, Lipska K. Metformin in 2019. JAMA. 2019;321:1926-7

10. Madiraju AK, Qiu Y, Perry RJ, Rahimi Y, Zhang XM, Zhang D. et al. Metformin inhibits gluconeogenesis via a redox-dependent mechanism in vivo. Nat Med. 2018;24:1384-94

11. Gardiner SJ, Kirkpatrick CM, Begg EJ, Zhang M, Moore MP, Saville DJ. Transfer of metformin into human milk. Clin Pharmacol Ther. 2003;73:71-7

12. Nies AT, Hofmann U, Resch C, Schaeffeler E, Rius M, Schwab M. Proton pump inhibitors inhibit metformin uptake by organic cation transporters (OCTs). PLoS One. 2011;6:e22163

13. Eppenga WL, Lalmohamed A, Geerts AF, Derijks HJ, Wensing M, Egberts A. et al. Risk of lactic acidosis or elevated lactate concentrations in metformin users with renal impairment: a population-based cohort study. Diabetes Care. 2014;37:2218-24

14. Wu H, Esteve E, Tremaroli V, Khan MT, Caesar R, Manneras-Holm L. et al. Metformin alters the gut microbiome of individuals with treatment-naive type 2 diabetes, contributing to the therapeutic effects of the drug. Nat Med. 2017;23:850-8

15. Virtanen A, Huttala O, Tihtonen K, Toimela T, Heinonen T, Laivuori H. et al. Therapeutic doses of metformin do not have impact on angiogenesis in presence of sera from pre-eclamptic, IUGR and healthy pregnancies. Pregnancy hypertension. 2020;22:7-13

16. Dallaglio K, Bruno A, Cantelmo AR, Esposito AI, Ruggiero L, Orecchioni S. et al. Paradoxic effects of metformin on endothelial cells and angiogenesis. Carcinogenesis. 2014;35:1055-66

17. 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

18. Valencia WM, Palacio A, Tamariz L, Florez H. Metformin and ageing: improving ageing outcomes beyond glycaemic control. Diabetologia. 2017;60:1630-8

19. Kulkarni AS, Brutsaert EF, Anghel V, Zhang K, Bloomgarden N, Pollak M. et al. Metformin regulates metabolic and nonmetabolic pathways in skeletal muscle and subcutaneous adipose tissues of older adults. Aging Cell. 2018 17

20. Chen J, Ou Y, Li Y, Hu S, Shao LW, Liu Y. Metformin extends C. elegans lifespan through lysosomal pathway. Elife. 2017 6

21. Martin-Montalvo A, Mercken EM, Mitchell SJ, Palacios HH, Mote PL, Scheibye-Knudsen M. et al. Metformin improves healthspan and lifespan in mice. Nat Commun. 2013;4:2192

22. Palmer AK, Gustafson B, Kirkland JL, Smith U. Cellular senescence: at the nexus between ageing and diabetes. Diabetologia. 2019;62:1835-41

23. Hermann LS, Bitzen PO, Kjellstrom T, Lindgarde F, Schersten B. Comparative efficacy of metformin and glibenclamide in patients with non-insulin-dependent diabetes mellitus. Diabete Metab. 1991;17:201-8

24. DeFronzo RA, Goodman AM. Efficacy of metformin in patients with non-insulin-dependent diabetes mellitus. The Multicenter Metformin Study Group. N Engl J Med. 1995;333:541-9

25. Davidson JA, Scheen AJ, Howlett HC. Tolerability profile of metformin/glibenclamide combination tablets (Glucovance): a new treatment for the management of type 2 diabetes mellitus. Drug Saf. 2004;27:1205-16

26. Inzucchi SE, Maggs DG, Spollett GR, Page SL, Rife FS, Walton V. et al. Efficacy and metabolic effects of metformin and troglitazone in type II diabetes mellitus. N Engl J Med. 1998;338:867-72

27. Wulffele MG, Kooy A, Lehert P, Bets D, Ogterop JC, Borger van der Burg B. et al. Combination of insulin and metformin in the treatment of type 2 diabetes. Diabetes Care. 2002;25:2133-40

28. Lu CH, Chung CH, Kuo FC, Chen KC, Chang CH, Kuo CC. et al. Metformin Attenuates Osteoporosis in Diabetic Patients with Carcinoma in situ: A Nationwide, Retrospective, Matched-Cohort Study in Taiwan. J Clin Med. 2020 9

29. Vestergaard P, Rejnmark L, Mosekilde L. Relative fracture risk in patients with diabetes mellitus, and the impact of insulin and oral antidiabetic medication on relative fracture risk. Diabetologia. 2005;48:1292-9

30. Pernicova I, Kelly S, Ajodha S, Sahdev A, Bestwick JP, Gabrovska P. et al. Metformin to reduce metabolic complications and inflammation in patients on systemic glucocorticoid therapy: a randomised, double-blind, placebo-controlled, proof-of-concept, phase 2 trial. The lancet Diabetes & endocrinology. 2020;8:278-91

31. Yerevanian A, Soukas AA. Metformin: Mechanisms in Human Obesity and Weight Loss. Current obesity reports. 2019;8:156-64

32. Wang Y, Hussain SM, Wluka AE, Lim YZ, Abram F, Pelletier JP. et al. Association between metformin use and disease progression in obese people with knee osteoarthritis: data from the Osteoarthritis Initiative-a prospective cohort study. Arthritis Res Ther. 2019;21:127

33. Park MJ, Moon SJ, Baek JA, Lee EJ, Jung KA, Kim EK. et al. Metformin Augments Anti-Inflammatory and Chondroprotective Properties of Mesenchymal Stem Cells in Experimental Osteoarthritis. Journal of immunology (Baltimore, Md: 1950). 2019;203:127-36

34. van den Bosch MHJ. Osteoarthritis year in review 2020: biology. Osteoarthritis Cartilage. 2021;29:143-50

35. Li J, Zhang B, Liu WX, Lu K, Pan H, Wang T. et al. Metformin limits osteoarthritis development and progression through activation of AMPK signalling. Ann Rheum Dis. 2020;79:635-45

36. Wang S, Kobayashi K, Kogure Y, Yamanaka H, Yamamoto S, Yagi H. et al. Negative Regulation of TRPA1 by AMPK in Primary Sensory Neurons as a Potential Mechanism of Painful Diabetic Neuropathy. Diabetes. 2018;67:98-109

37. Chen S, Qin L, Wu X, Fu X, Lin S, Chen D. et al. Moderate Fluid Shear Stress Regulates Heme Oxygenase-1 Expression to Promote Autophagy and ECM Homeostasis in the Nucleus Pulposus Cells. Front Cell Dev Biol. 2020;8:127

38. Chen S, Wu X, Lai Y, Chen D, Bai X, Liu S. et al. Kindlin-2 inhibits Nlrp3 inflammasome activation in nucleus pulposus to maintain homeostasis of the intervertebral disc. Bone Res. 2022;10:5

39. Chen D, Xia D, Pan Z, Xu D, Zhou Y, Wu Y. et al. Metformin protects against apoptosis and senescence in nucleus pulposus cells and ameliorates disc degeneration in vivo. Cell Death Dis. 2016;7:e2441

40. Han Y, Yuan F, Deng C, He F, Zhang Y, Shen H. et al. Metformin decreases LPS-induced inflammatory response in rabbit annulus fibrosus stem/progenitor cells by blocking HMGB1 release. Aging (Albany NY). 2019;11:10252-65

41. Liao Z, Li S, Lu S, Liu H, Li G, Ma L. et al. Metformin facilitates mesenchymal stem cell-derived extracellular nanovesicles release and optimizes therapeutic efficacy in intervertebral disc degeneration. Biomaterials. 2021;274:120850

42. Li Y, Goronzy JJ, Weyand CM. DNA damage, metabolism and aging in pro-inflammatory T cells: Rheumatoid arthritis as a model system. Exp Gerontol. 2018;105:118-27

43. Gallagher L, Cregan S, Biniecka M, Cunningham C, Veale DJ, Kane DJ. et al. Insulin-Resistant Pathways Are Associated With Disease Activity in Rheumatoid Arthritis and Are Subject to Disease Modification Through Metabolic Reprogramming: A Potential Novel Therapeutic Approach. Arthritis Rheumatol. 2020;72:896-902

44. Araújo AA, Pereira A, Medeiros C, Brito GAC, Leitão RFC, Araújo LS. et al. Effects of metformin on inflammation, oxidative stress, and bone loss in a rat model of periodontitis. PLoS One. 2017;12:e0183506

45. Kuang Y, Hu B, Feng G, Xiang M, Deng Y, Tan M. et al. Metformin prevents against oxidative stress-induced senescence in human periodontal ligament cells. Biogerontology. 2020;21:13-27

46. Qin X, Jiang T, Liu S, Tan J, Wu H, Zheng L. et al. Effect of metformin on ossification and inflammation of fibroblasts in ankylosing spondylitis: An in vitro study. J Cell Biochem. 2018;119:1074-82

47. Li Z, Wang L, Luo N, Zhao Y, Li J, Chen Q. et al. Metformin inhibits the proliferation and metastasis of osteosarcoma cells by suppressing the phosphorylation of Akt. Oncol Lett. 2018;15:7948-54

48. Chen X, Hu C, Zhang W, Shen Y, Wang J, Hu F. et al. Metformin inhibits the proliferation, metastasis, and cancer stem-like sphere formation in osteosarcoma MG63 cells in vitro. Tumour Biol. 2015;36:9873-83

49. Goldberg RB, Aroda VR, Bluemke DA, Barrett-Connor E, Budoff M, Crandall JP. et al. Effect of Long-Term Metformin and Lifestyle in the Diabetes Prevention Program and Its Outcome Study on Coronary Artery Calcium. Circulation. 2017;136:52-64

50. Svensson E, Baggesen LM, Johnsen SP, Pedersen L, Nørrelund H, Buhl ES. et al. Early Glycemic Control and Magnitude of HbA(1c) Reduction Predict Cardiovascular Events and Mortality: Population-Based Cohort Study of 24,752 Metformin Initiators. Diabetes Care. 2017;40:800-7

51. Sardu C, Paolisso P, Sacra C, Mauro C, Minicucci F, Portoghese M. et al. Effects of Metformin Therapy on Coronary Endothelial Dysfunction in Patients With Prediabetes With Stable Angina and Nonobstructive Coronary Artery Stenosis: The CODYCE Multicenter Prospective Study. Diabetes Care. 2019;42:1946-55

52. Zhang Y, Hu C, Hong J, Zeng J, Lai S, Lv A. et al. Lipid profiling reveals different therapeutic effects of metformin and glipizide in patients with type 2 diabetes and coronary artery disease. Diabetes Care. 2014;37:2804-12

53. Larsen AH, Jessen N, Nørrelund H, Tolbod LP, Harms HJ, Feddersen S. et al. A randomised, double-blind, placebo-controlled trial of metformin on myocardial efficiency in insulin-resistant chronic heart failure patients without diabetes. Eur J Heart Fail. 2020;22:1628-37

54. Bergmark BA, Bhatt DL, McGuire DK, Cahn A, Mosenzon O, Steg PG. et al. Metformin Use and Clinical Outcomes Among Patients With Diabetes Mellitus With or Without Heart Failure or Kidney Dysfunction: Observations From the SAVOR-TIMI 53 Trial. Circulation. 2019;140:1004-14

55. Goncharov DA, Goncharova EA, Tofovic SP, Hu J, Baust JJ, Pena AZ. et al. Metformin Therapy for Pulmonary Hypertension Associated with Heart Failure with Preserved Ejection Fraction versus Pulmonary Arterial Hypertension. Am J Respir Crit Care Med. 2018;198:681-4

56. Lai YC, Tabima DM, Dube JJ, Hughan KS, Vanderpool RR, Goncharov DA. et al. SIRT3-AMP-Activated Protein Kinase Activation by Nitrite and Metformin Improves Hyperglycemia and Normalizes Pulmonary Hypertension Associated With Heart Failure With Preserved Ejection Fraction. Circulation. 2016;133:717-31

57. Ding Y, Zhou Y, Ling P, Feng X, Luo S, Zheng X. et al. Metformin in cardiovascular diabetology: a focused review of its impact on endothelial function. Theranostics. 2021;11:9376-96

58. Deng M, Su D, Xu S, Little PJ, Feng X, Tang L. et al. Metformin and Vascular Diseases: A Focused Review on Smooth Muscle Cell Function. Front Pharmacol. 2020;11:635

59. Hou Y, Dan X, Babbar M, Wei Y, Hasselbalch SG, Croteau DL. et al. Ageing as a risk factor for neurodegenerative disease. Nat Rev Neurol. 2019;15:565-81

60. Zhou JB, Tang X, Han M, Yang J, Simó R. Impact of antidiabetic agents on dementia risk: A Bayesian network meta-analysis. Metabolism. 2020;109:154265

61. Samaras K, Makkar S, Crawford JD, Kochan NA, Wen W, Draper B. et al. Metformin Use Is Associated With Slowed Cognitive Decline and Reduced Incident Dementia in Older Adults With Type 2 Diabetes: The Sydney Memory and Ageing Study. Diabetes Care. 2020;43:2691-701

62. Imfeld P, Bodmer M, Jick SS, Meier CR. Metformin, other antidiabetic drugs, and risk of Alzheimer's disease: a population-based case-control study. J Am Geriatr Soc. 2012;60:916-21

63. Moore EM, Mander AG, Ames D, Kotowicz MA, Carne RP, Brodaty H. et al. Increased risk of cognitive impairment in patients with diabetes is associated with metformin. Diabetes Care. 2013;36:2981-7

64. Wahlqvist ML, Lee MS, Hsu CC, Chuang SY, Lee JT, Tsai HN. Metformin-inclusive sulfonylurea therapy reduces the risk of Parkinson's disease occurring with Type 2 diabetes in a Taiwanese population cohort. Parkinsonism Relat Disord. 2012;18:753-8

65. Kuan YC, Huang KW, Lin CL, Hu CJ, Kao CH. Effects of metformin exposure on neurodegenerative diseases in elderly patients with type 2 diabetes mellitus. Prog Neuropsychopharmacol Biol Psychiatry. 2017;79:77-83

66. Tang BL. Could metformin be therapeutically useful in Huntington's disease? Rev Neurosci. 2020;31:297-317

67. Vancura A, Bu P, Bhagwat M, Zeng J, Vancurova I. Metformin as an Anticancer Agent. Trends Pharmacol Sci. 2018;39:867-78

68. Amin S, Mhango G, Lin J, Aronson A, Wisnivesky J, Boffetta P. et al. Metformin Improves Survival in Patients with Pancreatic Ductal Adenocarcinoma and Pre-Existing Diabetes: A Propensity Score Analysis. Am J Gastroenterol. 2016;111:1350-7

69. Zhou PT, Li B, Liu FR, Zhang MC, Wang Q, Li YY. et al. Metformin is associated with survival benefit in pancreatic cancer patients with diabetes: a systematic review and meta-analysis. Oncotarget. 2017;8:25242-50

70. Kordes S, Pollak MN, Zwinderman AH, Mathôt RA, Weterman MJ, Beeker A. et al. Metformin in patients with advanced pancreatic cancer: a double-blind, randomised, placebo-controlled phase 2 trial. Lancet Oncol. 2015;16:839-47

71. Bodmer M, Meier C, Krähenbühl S, Jick SS, Meier CR. Long-term metformin use is associated with decreased risk of breast cancer. Diabetes Care. 2010;33:1304-8

72. Campagnoli C, Berrino F, Venturelli E, Abbà C, Biglia N, Brucato T. et al. Metformin decreases circulating androgen and estrogen levels in nondiabetic women with breast cancer. Clin Breast Cancer. 2013;13:433-8

73. Park YM, Bookwalter DB, O'Brien KM, Jackson CL, Weinberg CR, Sandler DP. A prospective study of type 2 diabetes, metformin use, and risk of breast cancer. Ann Oncol. 2021;32:351-9

74. Chang YT, Tsai HL, Kung YT, Yeh YS, Huang CW, Ma CJ. et al. Dose-Dependent Relationship Between Metformin and Colorectal Cancer Occurrence Among Patients with Type 2 Diabetes-A Nationwide Cohort Study. Transl Oncol. 2018;11:535-41

75. Deng M, Lei S, Huang D, Wang H, Xia S, Xu E. et al. Suppressive effects of metformin on colorectal adenoma incidence and malignant progression. Pathology, research and practice. 2020;216:152775

76. Sabit H, Abdel-Ghany SE, OA MS, Mostafa MA, El-Zawahry M. Metformin Reshapes the Methylation Profile in Breast and Colorectal Cancer Cells. Asian Pacific journal of cancer prevention: APJCP. 2018;19:2991-9

77. Wang QL, Santoni G, Ness-Jensen E, Lagergren J, Xie SH. Association Between Metformin Use and Risk of Esophageal Squamous Cell Carcinoma in a Population-Based Cohort Study. Am J Gastroenterol. 2020;115:73-8

78. Kang J, Jeong SM, Shin DW, Cho M, Cho JH, Kim J. The Associations of Aspirin, Statins, and Metformin With Lung Cancer Risk and Related Mortality: A Time-Dependent Analysis of Population-Based Nationally Representative Data. J Thorac Oncol. 2021;16:76-88

79. Deng J, Peng M, Zhou S, Xiao D, Hu X, Xu S. et al. Metformin targets Clusterin to control lipogenesis and inhibit the growth of bladder cancer cells through SREBP-1c/FASN axis. Signal Transduct Target Ther. 2021;6:98

80. Batsis JA, Villareal DT. Sarcopenic obesity in older adults: aetiology, epidemiology and treatment strategies. Nat Rev Endocrinol. 2018;14:513-37

81. Björkhem-Bergman L, Asplund AB, Lindh JD. Metformin for weight reduction in non-diabetic patients on antipsychotic drugs: a systematic review and meta-analysis. Journal of psychopharmacology (Oxford, England). 2011;25:299-305

82. Kim EK, Lee SH, Jhun JY, Byun JK, Jeong JH, Lee SY. et al. Metformin Prevents Fatty Liver and Improves Balance of White/Brown Adipose in an Obesity Mouse Model by Inducing FGF21. Mediators Inflamm. 2016;2016:5813030

83. Geerling JJ, Boon MR, van der Zon GC, van den Berg SA, van den Hoek AM, Lombes M. et al. Metformin lowers plasma triglycerides by promoting VLDL-triglyceride clearance by brown adipose tissue in mice. Diabetes. 2014;63:880-91

84. Zhang X, Zhao Y, Xu J, Xue Z, Zhang M, Pang X. et al. Modulation of gut microbiota by berberine and metformin during the treatment of high-fat diet-induced obesity in rats. Sci Rep. 2015;5:14405

85. Chinnapaka S, Yang KS, Flowers Q, Faisal M, Nerone WV, Rubin JP. et al. Metformin Improves Stemness of Human Adipose-Derived Stem Cells by Downmodulation of Mechanistic Target of Rapamycin (mTOR) and Extracellular Signal-Regulated Kinase (ERK) Signaling. Biomedicines. 2021 9

86. Le Pelletier L, Mantecon M, Gorwood J, Auclair M, Foresti R, Motterlini R. et al. Metformin alleviates stress-induced cellular senescence of aging human adipose stromal cells and the ensuing adipocyte dysfunction. Elife. 2021 10

87. Xiong W, Sun KY, Zhu Y, Zhang X, Zhou YH, Zou X. Metformin alleviates inflammation through suppressing FASN-dependent palmitoylation of Akt. Cell Death Dis. 2021;12:934

88. Duca FA, Cote CD, Rasmussen BA, Zadeh-Tahmasebi M, Rutter GA, Filippi BM. et al. Metformin activates a duodenal Ampk-dependent pathway to lower hepatic glucose production in rats. Nat Med. 2015;21:506-11

89. Zhou G, Myers R, Li Y, Chen Y, Shen X, Fenyk-Melody J. et al. Role of AMP-activated protein kinase in mechanism of metformin action. J Clin Invest. 2001;108:1167-74

90. Wang Y, An H, Liu T, Qin C, Sesaki H, Guo S. et al. Metformin Improves Mitochondrial Respiratory Activity through Activation of AMPK. Cell Rep. 2019;29:1511-23 e5

91. Shaw RJ, Lamia KA, Vasquez D, Koo SH, Bardeesy N, Depinho RA. et al. The kinase LKB1 mediates glucose homeostasis in liver and therapeutic effects of metformin. Science. 2005;310:1642-6

92. Foretz M, Hebrard S, Leclerc J, Zarrinpashneh E, Soty M, Mithieux G. et al. Metformin inhibits hepatic gluconeogenesis in mice independently of the LKB1/AMPK pathway via a decrease in hepatic energy state. J Clin Invest. 2010;120:2355-69

93. Madiraju AK, Erion DM, Rahimi Y, Zhang XM, Braddock DT, Albright RA. et al. Metformin suppresses gluconeogenesis by inhibiting mitochondrial glycerophosphate dehydrogenase. Nature. 2014;510:542-6

94. Postler TS, Peng V, Bhatt DM, Ghosh S. Metformin selectively dampens the acute inflammatory response through an AMPK-dependent mechanism. Sci Rep. 2021;11:18721

95. Koffert JP, Mikkola K, Virtanen KA, Andersson AD, Faxius L, Hallsten K. et al. Metformin treatment significantly enhances intestinal glucose uptake in patients with type 2 diabetes: Results from a randomized clinical trial. Diabetes Res Clin Pract. 2017;131:208-16

96. Chen EC, Liang X, Yee SW, Geier EG, Stocker SL, Chen L. et al. Targeted disruption of organic cation transporter 3 attenuates the pharmacologic response to metformin. Mol Pharmacol. 2015;88:75-83

97. Lin HZ, Yang SQ, Chuckaree C, Kuhajda F, Ronnet G, Diehl AM. Metformin reverses fatty liver disease in obese, leptin-deficient mice. Nat Med. 2000;6:998-1003

98. Kita Y, Takamura T, Misu H, Ota T, Kurita S, Takeshita Y. et al. Metformin prevents and reverses inflammation in a non-diabetic mouse model of nonalcoholic steatohepatitis. PLoS One. 2012;7:e43056

99. Fullerton MD, Galic S, Marcinko K, Sikkema S, Pulinilkunnil T, Chen ZP. et al. Single phosphorylation sites in Acc1 and Acc2 regulate lipid homeostasis and the insulin-sensitizing effects of metformin. Nat Med. 2013;19:1649-54

100. Xu T, Brandmaier S, Messias AC, Herder C, Draisma HH, Demirkan A. et al. Effects of metformin on metabolite profiles and LDL cholesterol in patients with type 2 diabetes. Diabetes Care. 2015;38:1858-67

101. Preiss D, Rankin N, Welsh P, Holman RR, Kangas AJ, Soininen P. et al. Effect of metformin therapy on circulating amino acids in a randomized trial: the CAMERA study. Diabet Med. 2016;33:1569-74

102. Walford GA, Davis J, Warner AS, Ackerman RJ, Billings LK, Chamarthi B. et al. Branched chain and aromatic amino acids change acutely following two medical therapies for type 2 diabetes mellitus. Metabolism. 2013;62:1772-8

103. Repas J, Zugner E, Gole B, Bizjak M, Potocnik U, Magnes C. et al. Metabolic profiling of attached and detached metformin and 2-deoxy-D-glucose treated breast cancer cells reveals adaptive changes in metabolome of detached cells. Sci Rep. 2021;11:21354

104. Løvvik TS, Carlsen SM, Salvesen Ø, Steffensen B, Bixo M, Gómez-Real F. et al. Use of metformin to treat pregnant women with polycystic ovary syndrome (PregMet2): a randomised, double-blind, placebo-controlled trial. The lancet Diabetes & endocrinology. 2019;7:256-66

105. Lee S, Yu Y, Trimpert J, Benthani F, Mairhofer M, Richter-Pechanska P. et al. Virus-induced senescence is a driver and therapeutic target in COVID-19. Nature. 2021;599:283-9

106. Steenblock C, Schwarz PEH, Ludwig B, Linkermann A, Zimmet P, Kulebyakin K. et al. COVID-19 and metabolic disease: mechanisms and clinical management. The lancet Diabetes & endocrinology. 2021

107. Crouse AB, Grimes T, Li P, Might M, Ovalle F, Shalev A. Metformin Use Is Associated With Reduced Mortality in a Diverse Population With COVID-19 and Diabetes. Frontiers in endocrinology. 2020;11:600439

108. Luo P, Qiu L, Liu Y, Liu XL, Zheng JL, Xue HY. et al. Metformin Treatment Was Associated with Decreased Mortality in COVID-19 Patients with Diabetes in a Retrospective Analysis. Am J Trop Med Hyg. 2020;103:69-72

109. Cheng X, Liu YM, Li H, Zhang X, Lei F, Qin JJ. et al. Metformin Is Associated with Higher Incidence of Acidosis, but Not Mortality, in Individuals with COVID-19 and Pre-existing Type 2 Diabetes. Cell Metab. 2020;32:537-47.e3

110. Bettedi L, Foukas LC. Growth factor, energy and nutrient sensing signalling pathways in metabolic ageing. Biogerontology. 2017;18:913-29

111. Smith HJ, Sharma A, Mair WB. Metabolic Communication and Healthy Aging: Where Should We Focus Our Energy? Dev Cell. 2020;54:196-211

112. Anisimov VN, Bartke A. The key role of growth hormone-insulin-IGF-1 signaling in aging and cancer. Critical reviews in oncology/hematology. 2013;87:201-23

113. Xu H, Zhou Y, Liu Y, Ping J, Shou Q, Chen F. et al. Metformin improves hepatic IRS2/PI3K/Akt signaling in insulin-resistant rats of NASH and cirrhosis. The Journal of endocrinology. 2016;229:133-44

114. Tanokashira D, Fukuokaya W, Taguchi A. Involvement of insulin receptor substrates in cognitive impairment and Alzheimer's disease. Neural regeneration research. 2019;14:1330-4

115. Lamming DW, Ye L, Katajisto P, Goncalves MD, Saitoh M, Stevens DM. et al. Rapamycin-induced insulin resistance is mediated by mTORC2 loss and uncoupled from longevity. Science. 2012;335:1638-43

116. Kalender A, Selvaraj A, Kim SY, Gulati P, Brûlé S, Viollet B. et al. Metformin, independent of AMPK, inhibits mTORC1 in a rag GTPase-dependent manner. Cell Metab. 2010;11:390-401

117. Van Nostrand JL, Hellberg K, Luo EC, Van Nostrand EL, Dayn A, Yu J. et al. AMPK regulation of Raptor and TSC2 mediate metformin effects on transcriptional control of anabolism and inflammation. Genes Dev. 2020;34:1330-44

118. Cuyàs E, Verdura S, Llorach-Parés L, Fernández-Arroyo S, Joven J, Martin-Castillo B. et al. Metformin Is a Direct SIRT1-Activating Compound: Computational Modeling and Experimental Validation. Frontiers in endocrinology. 2018;9:657

119. Le Couteur DG, Solon-Biet SM, Parker BL, Pulpitel T, Brandon AE, Hunt NJ. et al. Nutritional reprogramming of mouse liver proteome is dampened by metformin, resveratrol, and rapamycin. Cell Metab. 2021;33:2367-79.e4

120. Ren J, Zhang Y. Targeting Autophagy in Aging and Aging-Related Cardiovascular Diseases. Trends Pharmacol Sci. 2018;39:1064-76

121. Cai H, Han B, Hu Y, Zhao X, He Z, Chen X. et al. Metformin attenuates the Dgalactoseinduced aging process via the UPR through the AMPK/ERK1/2 signaling pathways. Int J Mol Med. 2020;45:715-30

122. Xu X, Sun Y, Cen X, Shan B, Zhao Q, Xie T. et al. Metformin activates chaperone-mediated autophagy and improves disease pathologies in an Alzheimer disease mouse model. Protein & cell. 2021

123. Wu H, Feng K, Zhang C, Zhang H, Zhang J, Hua Y. et al. Metformin attenuates atherosclerosis and plaque vulnerability by upregulating KLF2-mediated autophagy in apoE(-/-) mice. Biochem Biophys Res Commun. 2021;557:334-41

124. Tian R, Li R, Liu Y, Liu J, Pan T, Zhang R. et al. Metformin ameliorates endotoxemia-induced endothelial pro-inflammatory responses via AMPK-dependent mediation of HDAC5 and KLF2. Biochim Biophys Acta Mol Basis Dis. 2019;1865:1701-12

125. Bharath LP, Agrawal M, McCambridge G, Nicholas DA, Hasturk H, Liu J. et al. Metformin Enhances Autophagy and Normalizes Mitochondrial Function to Alleviate Aging-Associated Inflammation. Cell Metab. 2020;32:44-55.e6

126. Konopka AR, Laurin JL, Schoenberg HM, Reid JJ, Castor WM, Wolff CA. et al. Metformin inhibits mitochondrial adaptations to aerobic exercise training in older adults. Aging Cell. 2019;18:e12880

127. Karnewar S, Neeli PK, Panuganti D, Kotagiri S, Mallappa S, Jain N. et al. Metformin regulates mitochondrial biogenesis and senescence through AMPK mediated H3K79 methylation: Relevance in age-associated vascular dysfunction. Biochim Biophys Acta Mol Basis Dis. 2018;1864:1115-28

128. Jang JY, Blum A, Liu J, Finkel T. The role of mitochondria in aging. J Clin Invest. 2018;128:3662-70

129. Murphy MP, Hartley RC. Mitochondria as a therapeutic target for common pathologies. Nat Rev Drug Discov. 2018;17:865-86

130. Feng J, Wang X, Ye X, Ares I, Lopez-Torres B, Martínez M. et al. Mitochondria as an important target of metformin: The mechanism of action, toxic and side effects, and new therapeutic applications. Pharmacological research. 2022;177:106114

131. Suwa M, Egashira T, Nakano H, Sasaki H, Kumagai S. Metformin increases the PGC-1alpha protein and oxidative enzyme activities possibly via AMPK phosphorylation in skeletal muscle in vivo. J Appl Physiol (1985). 2006;101:1685-92

132. Andrzejewski S, Klimcakova E, Johnson RM, Tabariès S, Annis MG, McGuirk S. et al. PGC-1α Promotes Breast Cancer Metastasis and Confers Bioenergetic Flexibility against Metabolic Drugs. Cell Metab. 2017;26:778-87.e5

133. Aatsinki SM, Buler M, Salomäki H, Koulu M, Pavek P, Hakkola J. Metformin induces PGC-1α expression and selectively affects hepatic PGC-1α functions. British journal of pharmacology. 2014;171:2351-63

134. de Marañón AM, Canet F, Abad-Jiménez Z, Jover A, Morillas C, Rocha M. et al. Does Metformin Modulate Mitochondrial Dynamics and Function in Type 2 Diabetic Patients? Antioxid Redox Signal. 2021;35:377-85

135. Wang Q, Zhang M, Torres G, Wu S, Ouyang C, Xie Z. et al. Metformin Suppresses Diabetes-Accelerated Atherosclerosis via the Inhibition of Drp1-Mediated Mitochondrial Fission. Diabetes. 2017;66:193-205

136. He L. Metformin and Systemic Metabolism. Trends Pharmacol Sci. 2020;41:868-81

137. Tizazu AM, Nyunt MSZ, Cexus O, Suku K, Mok E, Xian CH. et al. Metformin Monotherapy Downregulates Diabetes-Associated Inflammatory Status and Impacts on Mortality. Frontiers in physiology. 2019;10:572

138. Kanigur Sultuybek G, Soydas T, Yenmis G. NF-κB as the mediator of metformin's effect on ageing and ageing-related diseases. Clin Exp Pharmacol Physiol. 2019;46:413-22

139. Pickard JM, Zeng MY, Caruso R, Núñez G. Gut microbiota: Role in pathogen colonization, immune responses, and inflammatory disease. Immunological reviews. 2017;279:70-89

140. Thevaranjan N, Puchta A, Schulz C, Naidoo A, Szamosi JC, Verschoor CP. et al. Age-Associated Microbial Dysbiosis Promotes Intestinal Permeability, Systemic Inflammation, and Macrophage Dysfunction. Cell Host Microbe. 2017;21:455-66.e4

141. O'Toole PW, Jeffery IB. Gut microbiota and aging. Science. 2015;350:1214-5

142. de la Cuesta-Zuluaga J, Mueller NT, Corrales-Agudelo V, Velásquez-Mejía EP, Carmona JA, Abad JM. et al. Metformin Is Associated With Higher Relative Abundance of Mucin-Degrading Akkermansia muciniphila and Several Short-Chain Fatty Acid-Producing Microbiota in the Gut. Diabetes Care. 2017;40:54-62

143. Pryor R, Norvaisas P, Marinos G, Best L, Thingholm LB, Quintaneiro LM. et al. Host-Microbe-Drug-Nutrient Screen Identifies Bacterial Effectors of Metformin Therapy. Cell. 2019;178:1299-312.e29

144. Induri SNR, Kansara P, Thomas SC, Xu F, Saxena D, Li X. The Gut Microbiome, Metformin, and Aging. Annual review of pharmacology and toxicology. 2022;62:85-108

145. Blackburn EH, Epel ES, Lin J. Human telomere biology: A contributory and interactive factor in aging, disease risks, and protection. Science. 2015;350:1193-8

146. Gao Z, Daquinag AC, Fussell C, Zhao Z, Dai Y, Rivera A. et al. Age-associated telomere attrition in adipocyte progenitors predisposes to metabolic disease. Nature metabolism. 2020;2:1482-97

147. Rosa E, Dos Santos RRC, Fernandes LFA, Neves FAR, Coelho MS, Amato AA. Leukocyte telomere length correlates with glucose control in adults with recently diagnosed type 2 diabetes. Diabetes Res Clin Pract. 2018;135:30-6

148. Jaskelioff M, Muller FL, Paik JH, Thomas E, Jiang S, Adams AC. et al. Telomerase reactivation reverses tissue degeneration in aged telomerase-deficient mice. Nature. 2011;469:102-6

149. Bernardes de Jesus B, Schneeberger K, Vera E, Tejera A, Harley CB, Blasco MA. The telomerase activator TA-65 elongates short telomeres and increases health span of adult/old mice without increasing cancer incidence. Aging Cell. 2011;10:604-21

150. Diman A, Boros J, Poulain F, Rodriguez J, Purnelle M, Episkopou H. et al. Nuclear respiratory factor 1 and endurance exercise promote human telomere transcription. Sci Adv. 2016;2:e1600031

151. Huang J, Peng X, Dong K, Tao J, Yang Y. The Association between Antidiabetic Agents and Leukocyte Telomere Length in the Novel Classification of Type 2 Diabetes Mellitus. Gerontology. 2021;67:60-8

152. Garcia-Martin I, Penketh RJA, Janssen AB, Jones RE, Grimstead J, Baird DM. et al. Metformin and insulin treatment prevent placental telomere attrition in boys exposed to maternal diabetes. PLoS One. 2018;13:e0208533

153. Niedernhofer LJ, Gurkar AU, Wang Y, Vijg J, Hoeijmakers JHJ, Robbins PD. Nuclear Genomic Instability and Aging. Annual review of biochemistry. 2018;87:295-322

154. Na HJ, Park JS, Pyo JH, Lee SH, Jeon HJ, Kim YS. et al. Mechanism of metformin: inhibition of DNA damage and proliferative activity in Drosophila midgut stem cell. Mech Ageing Dev. 2013;134:381-90

155. Dogan Turacli I, Candar T, Yuksel EB, Kalay S, Oguz AK, Demirtas S. Potential effects of metformin in DNA BER system based on oxidative status in type 2 diabetes. Biochimie. 2018;154:62-8

156. Luizon MR, Eckalbar WL, Wang Y, Jones SL, Smith RP, Laurance M. et al. Genomic Characterization of Metformin Hepatic Response. PLoS genetics. 2016;12:e1006449

157. Vazquez-Martin A, Oliveras-Ferraros C, Cufí S, Martin-Castillo B, Menendez JA. Metformin activates an ataxia telangiectasia mutated (ATM)/Chk2-regulated DNA damage-like response. Cell cycle (Georgetown, Tex). 2011;10:1499-501

158. Lahiguera Á, Hyroššová P, Figueras A, Garzón D, Moreno R, Soto-Cerrato V. et al. Tumors defective in homologous recombination rely on oxidative metabolism: relevance to treatments with PARP inhibitors. EMBO molecular medicine. 2020;12:e11217

159. Xiao Y, Liu F, Kong Q, Zhu X, Wang H, Li S. et al. Metformin induces S-adenosylmethionine restriction to extend the Caenorhabditis elegans healthspan through H3K4me3 modifiers. Aging Cell. 2022: e13567.

160. García-Calzón S, Perfilyev A, Martinell M, Ustinova M, Kalamajski S, Franks PW. et al. Epigenetic markers associated with metformin response and intolerance in drug-naïve patients with type 2 diabetes. Sci Transl Med. 2020 12

161. Cuyàs E, Fernández-Arroyo S, Verdura S, García R, Stursa J, Werner L. et al. Metformin regulates global DNA methylation via mitochondrial one-carbon metabolism. Oncogene. 2018;37:963-70

162. Zhong T, Men Y, Lu L, Geng T, Zhou J, Mitsuhashi A. et al. Metformin alters DNA methylation genome-wide via the H19/SAHH axis. Oncogene. 2017;36:2345-54

163. Tang G, Guo J, Zhu Y, Huang Z, Liu T, Cai J. et al. Metformin inhibits ovarian cancer via decreasing H3K27 trimethylation. International journal of oncology. 2018;52:1899-911

164. Nie L, Shuai L, Zhu M, Liu P, Xie ZF, Jiang S. et al. The Landscape of Histone Modifications in a High-Fat Diet-Induced Obese (DIO) Mouse Model. Molecular & cellular proteomics: MCP. 2017;16:1324-34

165. Noren Hooten N, Martin-Montalvo A, Dluzen DF, Zhang Y, Bernier M, Zonderman AB. et al. Metformin-mediated increase in DICER1 regulates microRNA expression and cellular senescence. Aging Cell. 2016;15:572-81

166. Belloni L, Di Cocco S, Guerrieri F, Nunn ADG, Piconese S, Salerno D. et al. Targeting a phospho-STAT3-miRNAs pathway improves vesicular hepatic steatosis in an in vitro and in vivo model. Sci Rep. 2018;8:13638

167. Yuan J, Liu Y, Zhou L, Xue Y, Lu Z, Gan J. YTHDC2-Mediated circYTHDC2 N6-Methyladenosine Modification Promotes Vascular Smooth Muscle Cells Dysfunction Through Inhibiting Ten-Eleven Translocation 2. Frontiers in cardiovascular medicine. 2021;8:686293

168. Jia W, Zhou Y, Sun L, Liu J, Cheng Z, Zhao S. Potential Effects of Metformin on the Vitality, Invasion, and Migration of Human Vascular Smooth Muscle Cells via Downregulating lncRNA-ATB. Dis Markers. 2022;2022:7480199

169. Ning W, Muroyama A, Li H, Lechler T. Differentiated Daughter Cells Regulate Stem Cell Proliferation and Fate through Intra-tissue Tension. Cell stem cell. 2021;28:436-52.e5

170. Fang J, Yang J, Wu X, Zhang G, Li T, Wang X. et al. Metformin alleviates human cellular aging by upregulating the endoplasmic reticulum glutathione peroxidase 7. Aging Cell. 2018;17:e12765

171. Neumann B, Baror R, Zhao C, Segel M, Dietmann S, Rawji KS. et al. Metformin Restores CNS Remyelination Capacity by Rejuvenating Aged Stem Cells. Cell stem cell. 2019;25:473-85.e8

172. Na HJ, Pyo JH, Jeon HJ, Park JS, Chung HY, Yoo MA. Deficiency of Atg6 impairs beneficial effect of metformin on intestinal stem cell aging in Drosophila. Biochem Biophys Res Commun. 2018;498:18-24

173. Foretz M, Guigas B, Bertrand L, Pollak M, Viollet B. Metformin: from mechanisms of action to therapies. Cell Metab. 2014;20:953-66

174. Chen M, Zhang C, Zhou N, Wang X, Su D, Qi Y. Metformin alleviates oxidative stress-induced senescence of human lens epithelial cells via AMPK activation and autophagic flux restoration. J Cell Mol Med. 2021;25:8376-89

175. Jiang X, Ruan XL, Xue YX, Yang S, Shi M, Wang LN. Metformin Reduces the Senescence of Renal Tubular Epithelial Cells in Diabetic Nephropathy via the MBNL1/miR-130a-3p/STAT3 Pathway. Oxid Med Cell Longev. 2020;2020:8708236

176. Nafisa A, Gray SG, Cao Y, Wang T, Xu S, Wattoo FH. et al. Endothelial function and dysfunction: Impact of metformin. Pharmacol Ther. 2018;192:150-62

177. Feng X, Chen W, Ni X, Little PJ, Xu S, Tang L. et al. Metformin, Macrophage Dysfunction and Atherosclerosis. Front Immunol. 2021;12:682853

178. Śmieszek A, Stręk Z, Kornicka K, Grzesiak J, Weiss C, Marycz K. Antioxidant and Anti-Senescence Effect of Metformin on Mouse Olfactory Ensheathing Cells (mOECs) May Be Associated with Increased Brain-Derived Neurotrophic Factor Levels-An Ex vivo Study. Int J Mol Sci. 2017 18

179. Menendez JA, Cufí S, Oliveras-Ferraros C, Martin-Castillo B, Joven J, Vellon L. et al. Metformin and the ATM DNA damage response (DDR): accelerating the onset of stress-induced senescence to boost protection against cancer. Aging (Albany NY). 2011;3:1063-77

180. Williams CC, Singleton BA, Llopis SD, Skripnikova EV. Metformin induces a senescence-associated gene signature in breast cancer cells. Journal of health care for the poor and underserved. 2013;24:93-103

181. Garber AJ, Duncan TG, Goodman AM, Mills DJ, Rohlf JL. Efficacy of metformin in type II diabetes: results of a double-blind, placebo-controlled, dose-response trial. Am J Med. 1997;103:491-7

182. Mai QG, Zhang ZM, Xu S, Lu M, Zhou RP, Zhao L. et al. Metformin stimulates osteoprotegerin and reduces RANKL expression in osteoblasts and ovariectomized rats. J Cell Biochem. 2011;112:2902-9

183. Kanazawa I, Yamaguchi T, Yano S, Yamauchi M, Sugimoto T. Metformin enhances the differentiation and mineralization of osteoblastic MC3T3-E1 cells via AMP kinase activation as well as eNOS and BMP-2 expression. Biochem Biophys Res Commun. 2008;375:414-9

184. Niu C, Chen Z, Kim KT, Sun J, Xue M, Chen G. et al. Metformin alleviates hyperglycemia-induced endothelial impairment by downregulating autophagy via the Hedgehog pathway. Autophagy. 2019;15:843-70

185. Sanchis A, García-Gimeno MA, Cañada-Martínez AJ, Sequedo MD, Millán JM, Sanz P. et al. Metformin treatment reduces motor and neuropsychiatric phenotypes in the zQ175 mouse model of Huntington disease. Exp Mol Med. 2019;51:1-16

186. Wang R, Kim BV, van Wely M, Johnson NP, Costello MF, Zhang H. et al. Treatment strategies for women with WHO group II anovulation: systematic review and network meta-analysis. Bmj. 2017;356:j138

187. Charytan DM, Solomon SD, Ivanovich P, Remuzzi G, Cooper ME, McGill JB. et al. Metformin use and cardiovascular events in patients with type 2 diabetes and chronic kidney disease. Diabetes Obes Metab. 2019;21:1199-208

188. Arrieta O, Barrón F, Padilla MS, Avilés-Salas A, Ramírez-Tirado LA, Arguelles Jiménez MJ. et al. Effect of Metformin Plus Tyrosine Kinase Inhibitors Compared With Tyrosine Kinase Inhibitors Alone in Patients With Epidermal Growth Factor Receptor-Mutated Lung Adenocarcinoma: A Phase 2 Randomized Clinical Trial. JAMA oncology. 2019;5:e192553

189. Jagannathan S, Abdel-Malek MA, Malek E, Vad N, Latif T, Anderson KC. et al. Pharmacologic screens reveal metformin that suppresses GRP78-dependent autophagy to enhance the anti-myeloma effect of bortezomib. Leukemia. 2015;29:2184-91

190. Soliman PT, Westin SN, Iglesias DA, Fellman BM, Yuan Y, Zhang Q. et al. Everolimus, Letrozole, and Metformin in Women with Advanced or Recurrent Endometrioid Endometrial Cancer: A Multi-Center, Single Arm, Phase II Study. Clinical cancer research: an official journal of the American Association for Cancer Research. 2020;26:581-7

191. Tseng HW, Li SC, Tsai KW. Metformin Treatment Suppresses Melanoma Cell Growth and Motility Through Modulation of microRNA Expression. Cancers. 2019 11

192. Thakur S, Daley B, Gaskins K, Vasko VV, Boufraqech M, Patel D. et al. Metformin Targets Mitochondrial Glycerophosphate Dehydrogenase to Control Rate of Oxidative Phosphorylation and Growth of Thyroid Cancer In vitro and In vivo. Clinical cancer research: an official journal of the American Association for Cancer Research. 2018;24:4030-43

193. Zhao B, Luo J, Wang Y, Zhou L, Che J, Wang F. et al. Metformin Suppresses Self-Renewal Ability and Tumorigenicity of Osteosarcoma Stem Cells via Reactive Oxygen Species-Mediated Apoptosis and Autophagy. Oxid Med Cell Longev. 2019;2019:9290728

194. Tseng CH. Metformin and primary bone cancer risk in Taiwanese patients with type 2 diabetes mellitus. Bone. 2021;151:116037

195. DeWaal D, Nogueira V, Terry AR, Patra KC, Jeon SM, Guzman G. et al. Hexokinase-2 depletion inhibits glycolysis and induces oxidative phosphorylation in hepatocellular carcinoma and sensitizes to metformin. Nat Commun. 2018;9:446

196. Lee CK, Jung M, Jung I, Heo SJ, Jeong YH, An JY. et al. Cumulative Metformin Use and Its Impact on Survival in Gastric Cancer Patients After Gastrectomy. Annals of surgery. 2016;263:96-102

197. Ma L, Wei J, Wan J, Wang W, Wang L, Yuan Y. et al. Low glucose and metformin-induced apoptosis of human ovarian cancer cells is connected to ASK1 via mitochondrial and endoplasmic reticulum stress-associated pathways. J Exp Clin Cancer Res. 2019;38:77

198. Tseng CH. Use of metformin and risk of kidney cancer in patients with type 2 diabetes. European journal of cancer (Oxford, England: 1990). 2016;52:19-25

199. Kincius M, Patasius A, Linkeviciute-Ulinskiene D, Zabuliene L, Smailyte G. Reduced risk of prostate cancer in a cohort of Lithuanian diabetes mellitus patients. The aging male: the official journal of the International Society for the Study of the Aging Male. 2020;23:1333-8

Author contact

Corresponding authors: G.X. (email: xiaogzedu.cn); Z.S. (email: szwprocom).

Received 2022-1-24
Accepted 2022-2-17
Published 2022-3-6

Citation styles

©2024 Ivyspring International Publisher. Terms of use