Literature DB >> 35307762

Pharmacoepigenetics in type 2 diabetes: is it clinically relevant?

Charlotte Ling1.   

Abstract

Data generated over nearly two decades clearly demonstrate the importance of epigenetic modifications and mechanisms in the pathogenesis of type 2 diabetes. However, the role of pharmacoepigenetics in type 2 diabetes is less well established. The field of pharmacoepigenetics covers epigenetic biomarkers that predict response to therapy, therapy-induced epigenetic alterations as well as epigenetic therapies including inhibitors of epigenetic enzymes. Not all individuals with type 2 diabetes respond to glucose-lowering therapies in the same way, and there is therefore a need for clinically useful biomarkers that discriminate responders from non-responders. Blood-based epigenetic biomarkers may be useful for this purpose. There is also a need for a better understanding of whether existing glucose-lowering therapies exert their function partly through therapy-induced epigenetic alterations. Finally, epigenetic enzymes may be drug targets for type 2 diabetes. Here, I discuss whether pharmacoepigenetics is clinically relevant for type 2 diabetes based on studies addressing this topic.
© 2022. The Author(s).

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Keywords:  Adipose tissue; Beta cells; Blood; Blood-based epigenetic biomarkers; DNA methylation; Drug targets; Epigenetic enzymes; Epigenetics; Histone modification; Inhibitors; Liver; Non-coding RNA; Pancreatic islets; Pharmacogenetics; Precision medicine; Skeletal muscle

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Year:  2022        PMID: 35307762      PMCID: PMC9522755          DOI: 10.1007/s00125-022-05681-x

Source DB:  PubMed          Journal:  Diabetologia        ISSN: 0012-186X            Impact factor:   10.460


Research studies performed over the last two decades have identified epigenetic modifications and mechanisms that seem to play a role in the pathogenesis of type 2 diabetes [1-18]. The epigenome includes DNA methylation, histone modifications and non-coding RNA [1]. There are epigenetic modifications which are stable over time and those that change due to short-term and/or long-term environmental exposures such as drugs, diet, exercise or stress, as well as ageing [19-25]. However, more work is needed before we fully understand the environmental regulation of the epigenome in all human cell types. Moreover, although numerous studies have investigated the role of pharmacogenetics in type 2 diabetes [26-31], the interest in pharmacoepigenetics has been limited [32]. So, what is the definition of pharmacoepigenetics and is it clinically relevant for type 2 diabetes? The meaning of pharmacoepigenetics is not set in stone but can be divided into: (1) blood-based epigenetic biomarkers that predict response or tolerance to therapy; (2) individual differences in response to therapy due to epigenetic mechanisms or variation in target cells and tissues; (3) therapies that alter the epigenome or epigenetic mechanisms, which subsequently may contribute to their effect; and (4) epigenetic therapies (Fig. 1). Below, I discuss some studies addressing these points in relation to type 2 diabetes.
Fig. 1

Pharmacoepigenetics in type 2 diabetes. The figure shows different aspects of pharmacoepigenetics that could be applied to type 2 diabetes prediction, response and treatment strategies. This figure is available as a downloadable slide

Pharmacoepigenetics in type 2 diabetes. The figure shows different aspects of pharmacoepigenetics that could be applied to type 2 diabetes prediction, response and treatment strategies. This figure is available as a downloadable slide It is well established that all individuals do not respond to therapies in the same way. For example, ~30% of individuals with type 2 diabetes do not have a glucose-lowering response to metformin, and ~5% suffer from intolerable side effects, including gastrointestinal problems [33, 34]. Currently, there are no clinically useful biomarkers that predict response and tolerance to metformin. Nevertheless, a recent study supports the use of blood-based epigenetic biomarkers for prediction of glycaemic response and intolerance to metformin in newly diagnosed individuals with type 2 diabetes [32]. Here, increased DNA methylation of 11 CpG sites in the blood was associated with a higher risk of not responding to metformin, and increased methylation of four other CpG sites was associated with a higher risk of not tolerating metformin in drug-naive newly diagnosed individuals with type 2 diabetes. Methylation risk scores (MRS) generated based on DNA methylation levels of these 11 and four sites could clearly discriminate glycaemic responders from non-responders, and tolerant from intolerant patients to metformin therapy in three different cohorts. These results promote the further development and future use of blood-based epigenetic biomarkers for precision medicine in type 2 diabetes (Fig. 1). Therefore, pharmacoepigenetics seem to be clinically relevant for type 2 diabetes. Other factors, for example genetic variation, clinical phenotypes and gut microbiota, should further be explored, and combinations of different phenotypes may ultimately generate scores with the best predictive capacity for response to glucose-lowering therapies [26–29, 35–37]. Of note, in the field of cancer, both epigenetic biomarkers in blood and tissues have proven to be clinically relevant [38]. However, individual differences in response to pharmacotherapy due to epigenetic mechanisms and modifications in target tissues are, to my knowledge, not well studied in type 2 diabetes, but could be important (Fig. 1). Such epigenetic mechanisms may include DNA methylation and/or histone modifications of drug transporters, affecting the levels of these transporters in target cells and hence their ability to take up or excrete drugs. Therapy-induced epigenetic alterations may be clinically relevant and may benefit patients (Fig. 1). Pharmacotherapies currently used for lowering blood glucose and for treatment of lipid dysregulation can alter the epigenome in tissues and cells from patients with type 2 diabetes and individuals without diabetes [25, 39–42]. For instance, individuals with type 2 diabetes who took metformin had altered DNA methylation of genes encoding the metformin transporters OCT1, OCT3 and MATE1 in the liver compared with those who did not receive any medication [39]. Short-term metformin exposure also altered DNA methylation in the blood of individuals without diabetes [25]. Additionally, incretin drugs, e.g. GLP1R agonists, prevented glucose-induced reductions in DNA methylation of NFKB1 and SOD2 in human aortic endothelial cells, which may affect vascular complications [40]. Incretin treatment was also shown to reverse epigenetic modifications associated with diabetes in rodents exposed to an impaired intrauterine environment [43]. Statin therapy was recently associated with differential DNA methylation in blood from individuals with type 2 diabetes as well as in individuals without diabetes [41, 42]. These include differential methylation of sites annotated to ABCG1, DHCR24 and SC4MOL (also known as MSMO1), which encode proteins involved in the transport and biosynthesis of cholesterol. Causal mediation analyses further suggest that DNA methylation may mediate some of statin’s effects on metabolic phenotypes [41, 42]. Overall, pharmacotherapies used for treatment of type 2 diabetes and lipid dysregulation can induce epigenetic modifications in human cells (Fig. 1). Nevertheless, further work is needed before concluding the clinical benefits or disadvantages of therapy-induced epigenetic modifications in individuals with type 2 diabetes. Finally, can epigenetic therapies be used for treatment of type 2 diabetes (Fig. 1)? And what are epigenetic therapies? Inhibitors of epigenetic enzymes, such as DNA methyltransferase (DNMT) and histone deacetylase (HDAC) inhibitors, fall into the category of epigenetic therapies, and such drugs are currently in use, or in clinical trials, for treatment of different cancers [44]. Interestingly, epigenetic enzymes were found to be dysregulated in cells and tissues from individuals with type 2 diabetes compared with individuals without type 2 diabetes, as well as in cells exposed to diabetogenic conditions, suggesting a potential role for epigenetic therapies also in diabetes [5, 6, 9–11, 45]. For example, individuals with type 2 diabetes had higher DNMT3B levels in cultured myotubes [5] and decreased TET1 expression in adipose tissue [6] vs tissue from individuals without type 2 diabetes, while palmitate exposure decreased DNMT3A and DNMT1 expression in human pancreatic islets [11]. Several studies have further shown that inhibitors of HDACs and histone demethylases, or silencing and overexpressing those enzymes, impact beta cell function and insulin secretion [9, 46–49]. For example, DNA methylation is decreased, and expression of HDAC7 increased in pancreatic islets from donors with type 2 diabetes [49]. Overexpression of Hdac7 in clonal beta cells and rat islets impaired glucose-stimulated insulin secretion, while exposure to two different HDAC inhibitors, trichostatin A (TSA) and MC1568, reversed the negative effect of Hdac7 overexpression on insulin secretion and mitochondrial function [9, 49]. MC1568 also increased glucose-stimulated insulin secretion in pancreatic islets from donors with type 2 diabetes cultured in vitro [49]. Other studies investigating the impact of the inhibition of epigenetic enzymes in muscle, adipose tissue and liver found improved metabolism and cell function [50-52]. However, the chronic nature of type 2 diabetes results in long-term use of therapies. It is therefore important to weigh benefits against risks, and global action of inhibitors of epigenetic enzymes may lead to intolerable side effects. More selective inhibitors and/or cell-specific delivery may represent avenues for future therapeutic purposes. Altogether, existing literature suggests that pharmacoepigenetics may be clinically relevant for type 2 diabetes. But there is still a lot of work needed before pharmacoepigenetics in any of the research areas mentioned above may reach the clinic and help individuals with type 2 diabetes receive optimal treatment, reducing their complications and suffering. (PPTX 350 kb)
  52 in total

1.  The effect of obesity on glycaemic response to metformin or sulphonylureas in Type 2 diabetes.

Authors:  L A Donnelly; A S F Doney; A T Hattersley; A D Morris; E R Pearson
Journal:  Diabet Med       Date:  2006-02       Impact factor: 4.359

2.  Association of Organic Cation Transporter 1 With Intolerance to Metformin in Type 2 Diabetes: A GoDARTS Study.

Authors:  Tanja Dujic; Kaixin Zhou; Louise A Donnelly; Roger Tavendale; Colin N A Palmer; Ewan R Pearson
Journal:  Diabetes       Date:  2014-12-15       Impact factor: 9.461

3.  Epigenetic markers associated with metformin response and intolerance in drug-naïve patients with type 2 diabetes.

Authors:  Sonia García-Calzón; Alexander Perfilyev; Mats Martinell; Monta Ustinova; Sebastian Kalamajski; Paul W Franks; Karl Bacos; Ilze Elbere; Jussi Pihlajamäki; Petr Volkov; Allan Vaag; Leif Groop; Marlena Maziarz; Janis Klovins; Emma Ahlqvist; Charlotte Ling
Journal:  Sci Transl Med       Date:  2020-09-16       Impact factor: 17.956

4.  Epigenetic Alterations in Human Liver From Subjects With Type 2 Diabetes in Parallel With Reduced Folate Levels.

Authors:  Emma Nilsson; Ashok Matte; Alexander Perfilyev; Vanessa D de Mello; Pirjo Käkelä; Jussi Pihlajamäki; Charlotte Ling
Journal:  J Clin Endocrinol Metab       Date:  2015-09-29       Impact factor: 5.958

5.  Genome-wide DNA methylation analysis of human pancreatic islets from type 2 diabetic and non-diabetic donors identifies candidate genes that influence insulin secretion.

Authors:  Tasnim Dayeh; Petr Volkov; Sofia Salö; Elin Hall; Emma Nilsson; Anders H Olsson; Clare L Kirkpatrick; Claes B Wollheim; Lena Eliasson; Tina Rönn; Karl Bacos; Charlotte Ling
Journal:  PLoS Genet       Date:  2014-03-06       Impact factor: 5.917

6.  Significantly altered peripheral blood cell DNA methylation profile as a result of immediate effect of metformin use in healthy individuals.

Authors:  Ilze Elbere; Ivars Silamikelis; Monta Ustinova; Ineta Kalnina; Linda Zaharenko; Raitis Peculis; Ilze Konrade; Diana Maria Ciuculete; Christina Zhukovsky; Dita Gudra; Ilze Radovica-Spalvina; Davids Fridmanis; Valdis Pirags; Helgi B Schiöth; Janis Klovins
Journal:  Clin Epigenetics       Date:  2018-12-13       Impact factor: 6.551

7.  Butyrate improves insulin sensitivity and increases energy expenditure in mice.

Authors:  Zhanguo Gao; Jun Yin; Jin Zhang; Robert E Ward; Roy J Martin; Michael Lefevre; William T Cefalu; Jianping Ye
Journal:  Diabetes       Date:  2009-04-14       Impact factor: 9.461

8.  Blood-based biomarkers of age-associated epigenetic changes in human islets associate with insulin secretion and diabetes.

Authors:  Karl Bacos; Linn Gillberg; Petr Volkov; Anders H Olsson; Torben Hansen; Oluf Pedersen; Anette Prior Gjesing; Hans Eiberg; Tiinamaija Tuomi; Peter Almgren; Leif Groop; Lena Eliasson; Allan Vaag; Tasnim Dayeh; Charlotte Ling
Journal:  Nat Commun       Date:  2016-03-31       Impact factor: 14.919

9.  MC1568 improves insulin secretion in islets from type 2 diabetes patients and rescues β-cell dysfunction caused by Hdac7 upregulation.

Authors:  Mahboubeh Daneshpajooh; Lena Eliasson; Karl Bacos; Charlotte Ling
Journal:  Acta Diabetol       Date:  2018-08-07       Impact factor: 4.280

10.  Heritability of variation in glycaemic response to metformin: a genome-wide complex trait analysis.

Authors:  Kaixin Zhou; Louise Donnelly; Jian Yang; Miaoxin Li; Harshal Deshmukh; Natalie Van Zuydam; Emma Ahlqvist; Chris C Spencer; Leif Groop; Andrew D Morris; Helen M Colhoun; Pak C Sham; Mark I McCarthy; Colin N A Palmer; Ewan R Pearson
Journal:  Lancet Diabetes Endocrinol       Date:  2014-03-19       Impact factor: 32.069

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