#PAGE_PARAMS# #ADS_HEAD_SCRIPTS# #MICRODATA#

Genome-Wide DNA Methylation Analysis of Human Pancreatic Islets from Type 2 Diabetic and Non-Diabetic Donors Identifies Candidate Genes That Influence Insulin Secretion


Epigenetic modifications such as DNA methylation are implicated in the development of human disease. However, genome-wide epigenetic analyses in patients with type 2 diabetes (T2D) remain scarce. In this study we aimed to unravel the epigenetic basis of T2D by analyzing DNA methylation of 479,927 CpG sites in human pancreatic islets from T2D and non-diabetic donors. We identified 1,649 CpG sites and 853 genes with differential DNA methylation (fold change 6–59%) in T2D islets. These include reported diabetes loci, such as TCF7L2, FTO and KCNQ1. Furthermore, we found 102 genes that showed both differential DNA methylation and gene expression in T2D islets, including CDKN1A, PDE7B, SEPT9 and EXOC3L2. Finally, we provide functional proof that identified candidate genes directly affect insulin secretion and exocytosis in pancreatic β-cells as well as glucagon secretion in α-cells. Overall, this study provides a detailed map of the methylome in human pancreatic islets and demonstrates that altered DNA methylation in human islets contributes to perturbed hormone secretion and the pathogenesis of T2D.


Vyšlo v časopise: Genome-Wide DNA Methylation Analysis of Human Pancreatic Islets from Type 2 Diabetic and Non-Diabetic Donors Identifies Candidate Genes That Influence Insulin Secretion. PLoS Genet 10(3): e32767. doi:10.1371/journal.pgen.1004160
Kategorie: Research Article
prolekare.web.journal.doi_sk: https://doi.org/10.1371/journal.pgen.1004160

Souhrn

Epigenetic modifications such as DNA methylation are implicated in the development of human disease. However, genome-wide epigenetic analyses in patients with type 2 diabetes (T2D) remain scarce. In this study we aimed to unravel the epigenetic basis of T2D by analyzing DNA methylation of 479,927 CpG sites in human pancreatic islets from T2D and non-diabetic donors. We identified 1,649 CpG sites and 853 genes with differential DNA methylation (fold change 6–59%) in T2D islets. These include reported diabetes loci, such as TCF7L2, FTO and KCNQ1. Furthermore, we found 102 genes that showed both differential DNA methylation and gene expression in T2D islets, including CDKN1A, PDE7B, SEPT9 and EXOC3L2. Finally, we provide functional proof that identified candidate genes directly affect insulin secretion and exocytosis in pancreatic β-cells as well as glucagon secretion in α-cells. Overall, this study provides a detailed map of the methylome in human pancreatic islets and demonstrates that altered DNA methylation in human islets contributes to perturbed hormone secretion and the pathogenesis of T2D.


Zdroje

1. ChenL, MaglianoDJ, ZimmetPZ (2012) The worldwide epidemiology of type 2 diabetes mellitus–present and future perspectives. Nat Rev Endocrinol 8: 228–236.

2. KobberlingJ, TillilH (1990) Genetic and nutritional factors in the etiology and pathogenesis of diabetes mellitus. World Rev Nutr Diet 63: 102–115.

3. McCarthyM (2010) Genomics, Type 2 Diabetes, and Obesity. The New England Journal of Medicine 363: 2339–2350.

4. RuchatSM, ElksCE, LoosRJ, VohlMC, WeisnagelSJ, et al. (2009) Association between insulin secretion, insulin sensitivity and type 2 diabetes susceptibility variants identified in genome-wide association studies. Acta Diabetol 46: 217–226.

5. RosengrenAH, BraunM, MahdiT, AnderssonSA, TraversME, et al. (2012) Reduced insulin exocytosis in human pancreatic beta-cells with gene variants linked to type 2 diabetes. Diabetes 61: 1726–1733.

6. FranksPW (2011) Gene x environment interactions in type 2 diabetes. Curr Diab Rep 11: 552–561.

7. LingC, GroopL (2009) Epigenetics: a molecular link between environmental factors and type 2 diabetes. Diabetes 58: 2718–2725.

8. BirdA (2007) Perceptions of epigenetics. Nature 447: 396–398.

9. WeberM, HellmannI, StadlerMB, RamosL, PaaboS, et al. (2007) Distribution, silencing potential and evolutionary impact of promoter DNA methylation in the human genome. Nat Genet 39: 457–466.

10. NitertMD, DayehT, VolkovP, ElgzyriT, HallE, et al. (2012) Impact of an exercise intervention on DNA methylation in skeletal muscle from first-degree relatives of patients with type 2 diabetes. Diabetes 61: 3322–3332.

11. LingC, Del GuerraS, LupiR, RonnT, GranhallC, et al. (2008) Epigenetic regulation of PPARGC1A in human type 2 diabetic islets and effect on insulin secretion. Diabetologia 51: 615–622.

12. YangBT, DayehTA, VolkovPA, KirkpatrickCL, MalmgrenS, et al. (2012) Increased DNA methylation and decreased expression of PDX-1 in pancreatic islets from patients with type 2 diabetes. Mol Endocrinol 26: 1203–1212.

13. YangBT, DayehTA, KirkpatrickCL, TaneeraJ, KumarR, et al. (2011) Insulin promoter DNA methylation correlates negatively with insulin gene expression and positively with HbA(1c) levels in human pancreatic islets. Diabetologia 54: 360–367.

14. VolkmarM, DedeurwaerderS, CunhaDA, NdlovuMN, DefranceM, et al. (2012) DNA methylation profiling identifies epigenetic dysregulation in pancreatic islets from type 2 diabetic patients. EMBO J 31: 1405–1426.

15. ParkJH, StoffersDA, NichollsRD, SimmonsRA (2008) Development of type 2 diabetes following intrauterine growth retardation in rats is associated with progressive epigenetic silencing of Pdx1. J Clin Invest 118: 2316–2324.

16. SandoviciISNH, Dekker-NitertM, Ackers-JohnsonM, JonesRH, O'NeillLP, MarquezVE, CairnsWJ, TadayyonM, LingC, ConstânciaM, OzanneSE (2011) Dynamic epigenetic regulation by early-diet and aging of the type 2 diabetes susceptibility gene Hnf4a in pancreatic islets. Proc Natl Acad Sci U S A 108: 5449–5454.

17. PinneySE, Jaeckle SantosLJ, HanY, StoffersDA, SimmonsRA (2011) Exendin-4 increases histone acetylase activity and reverses epigenetic modifications that silence Pdx1 in the intrauterine growth retarded rat. Diabetologia 54: 2606–2614.

18. StoreyJD, TibshiraniR (2003) Statistical significance for genomewide studies. Proc Natl Acad Sci U S A 100: 9440–9445.

19. PociotF, AkolkarB, ConcannonP, ErlichHA, JulierC, et al. (2010) Genetics of type 1 diabetes: what's next? Diabetes 59: 1561–1571.

20. LindgrenCM, MahtaniMM, WidenE, McCarthyMI, DalyMJ, et al. (2002) Genomewide search for type 2 diabetes mellitus susceptibility loci in Finnish families: the Botnia study. Am J Hum Genet 70: 509–516.

21. DoiA, ParkIH, WenB, MurakamiP, AryeeMJ, et al. (2009) Differential methylation of tissue- and cancer-specific CpG island shores distinguishes human induced pluripotent stem cells, embryonic stem cells and fibroblasts. Nat Genet 41: 1350–1353.

22. IrizarryRA, Ladd-AcostaC, WenB, WuZ, MontanoC, et al. (2009) The human colon cancer methylome shows similar hypo- and hypermethylation at conserved tissue-specific CpG island shores. Nat Genet 41: 178–186.

23. RakyanVK, DownTA, ThorneNP, FlicekP, KuleshaE, et al. (2008) An integrated resource for genome-wide identification and analysis of human tissue-specific differentially methylated regions (tDMRs). Genome Res 18: 1518–1529.

24. ListerR, PelizzolaM, DowenRH, HawkinsRD, HonG, et al. (2009) Human DNA methylomes at base resolution show widespread epigenomic differences. Nature 462: 315–322.

25. ChenYA, LemireM, ChoufaniS, ButcherDT, GrafodatskayaD, et al. (2013) Discovery of cross-reactive probes and polymorphic CpGs in the Illumina Infinium HumanMethylation450 microarray. Epigenetics 8: 203–9.

26. DorrellC, SchugJ, LinCF, CanadayPS, FoxAJ, et al. (2011) Transcriptomes of the major human pancreatic cell types. Diabetologia 54: 2832–2844.

27. DayehTA, OlssonAH, VolkovP, AlmgrenP, RonnT, et al. (2013) Identification of CpG-SNPs associated with type 2 diabetes and differential DNA methylation in human pancreatic islets. Diabetologia 56: 1036–46.

28. KitaguchiT, OyaM, WadaY, TsuboiT, MiyawakiA (2013) Extracellular Calcium influx activates Adenylate Cyclase 1 and potentiates Insulin secretion in MIN6 cells. Biochem J 450: 365–73.

29. HuaH, ZhangYQ, DabernatS, KritzikM, DietzD, et al. (2006) BMP4 regulates pancreatic progenitor cell expansion through Id2. J Biol Chem 281: 13574–13580.

30. OsterhoffM, MohligM, SchwanstecherM, SeufertJ, OrtmannJ, et al. (2003) Ca2+/calmodulin-dependent protein kinase II delta2 regulates gene expression of insulin in INS-1 rat insulinoma cells. Cell Calcium 33: 175–184.

31. MiyatsukaT, KosakaY, KimH, GermanMS (2011) Neurogenin3 inhibits proliferation in endocrine progenitors by inducing Cdkn1a. Proc Natl Acad Sci U S A 108: 185–190.

32. AhrenB (2009) Islet G protein-coupled receptors as potential targets for treatment of type 2 diabetes. Nat Rev Drug Discov 8: 369–385.

33. CoutoFM, MinnAH, Pise-MasisonCA, RadonovichM, BradyJN, et al. (2007) Exenatide blocks JAK1-STAT1 in pancreatic beta cells. Metabolism 56: 915–918.

34. BarbosaH, BordinS, StoppigliaL, SilvaK, BorelliM, et al. (2006) Islet Neogenesis Associated Protein (INGAP) modulates gene expression in cultured neonatal rat islets. Regul Pept 136: 78–84.

35. AmmendrupA, MaillardA, NielsenK, Aabenhus AndersenN, SerupP, et al. (2000) The c-Jun amino-terminal kinase pathway is preferentially activated by interleukin-1 and controls apoptosis in differentiating pancreatic beta-cells. Diabetes 49: 1468–1476.

36. CaiT, HiraiH, ZhangG, ZhangM, TakahashiN, et al. (2011) Deletion of Ia-2 and/or Ia-2beta in mice decreases insulin secretion by reducing the number of dense core vesicles. Diabetologia 54: 2347–2357.

37. SouzaF, SimpsonN, RaffoA, SaxenaC, MaffeiA, et al. (2006) Longitudinal noninvasive PET-based beta cell mass estimates in a spontaneous diabetes rat model. J Clin Invest 116: 1506–1513.

38. BaiL, ZhangX, GhishanFK (2003) Characterization of vesicular glutamate transporter in pancreatic alpha - and beta -cells and its regulation by glucose. Am J Physiol Gastrointest Liver Physiol 284: G808–814.

39. LinHM, LeeJH, YadavH, KamarajuAK, LiuE, et al. (2009) Transforming growth factor-beta/Smad3 signaling regulates insulin gene transcription and pancreatic islet beta-cell function. J Biol Chem 284: 12246–12257.

40. MysoreTB, ShinkelTA, CollinsJ, SalvarisEJ, FisicaroN, et al. (2005) Overexpression of glutathione peroxidase with two isoforms of superoxide dismutase protects mouse islets from oxidative injury and improves islet graft function. Diabetes 54: 2109–2116.

41. AnderssonSA, OlssonAH, EsguerraJL, HeimannE, LadenvallC, et al. (2012) Reduced insulin secretion correlates with decreased expression of exocytotic genes in pancreatic islets from patients with type 2 diabetes. Mol Cell Endocrinol 364: 36–45.

42. BarkeforsI, FuchsPF, HeldinJ, BergstromT, Forsberg-NilssonK, et al. (2011) Exocyst complex component 3-like 2 (EXOC3L2) associates with the exocyst complex and mediates directional migration of endothelial cells. J Biol Chem 286: 24189–24199.

43. RorsmanP, BraunM, ZhangQ (2012) Regulation of calcium in pancreatic alpha- and beta-cells in health and disease. Cell Calcium 51: 300–308.

44. DraegerA, MonastyrskayaK, BabiychukEB (2011) Plasma membrane repair and cellular damage control: the annexin survival kit. Biochem Pharmacol 81: 703–712.

45. SankariSL, MasthanKM, BabuNA, BhattacharjeeT, ElumalaiM (2012) Apoptosis in cancer–an update. Asian Pac J Cancer Prev 13: 4873–4878.

46. JonesPA (2012) Functions of DNA methylation: islands, start sites, gene bodies and beyond. Nat Rev Genet 13: 484–492.

47. GardnerC, RobasN, CawkillD, FidockM (2000) Cloning and characterization of the human and mouse PDE7B, a novel cAMP-specific cyclic nucleotide phosphodiesterase. Biochem Biophys Res Commun 272: 186–192.

48. FurmanB, OngWK, PyneNJ (2010) Cyclic AMP signaling in pancreatic islets. Adv Exp Med Biol 654: 281–304.

49. DunningBE, GerichJE (2007) The role of alpha-cell dysregulation in fasting and postprandial hyperglycemia in type 2 diabetes and therapeutic implications. Endocr Rev 28: 253–283.

50. ChenZX, RiggsAD (2011) DNA methylation and demethylation in mammals. J Biol Chem 286: 18347–18353.

51. ArcidiaconoB, IiritanoS, NoceraA, PossidenteK, NevoloMT, et al. (2012) Insulin resistance and cancer risk: an overview of the pathogenetic mechanisms. Exp Diabetes Res 2012: 789174.

52. NgSF, LinRC, LaybuttDR, BarresR, OwensJA, et al. (2010) Chronic high-fat diet in fathers programs beta-cell dysfunction in female rat offspring. Nature 467: 963–966.

53. WolfsonM, BudovskyA, TacutuR, FraifeldV (2009) The signaling hubs at the crossroad of longevity and age-related disease networks. Int J Biochem Cell Biol 41: 516–520.

54. DasUN, RaoAA (2007) Gene expression profile in obesity and type 2 diabetes mellitus. Lipids Health Dis 6: 35.

55. ZielonkaM, XiaJ, FriedelRH, OffermannsS, WorzfeldT (2010) A systematic expression analysis implicates Plexin-B2 and its ligand Sema4C in the regulation of the vascular and endocrine system. Exp Cell Res 316: 2477–2486.

56. WangH, GambosovaK, CooperZA, HollowayMP, KassaiA, et al. (2010) EGF regulates survivin stability through the Raf-1/ERK pathway in insulin-secreting pancreatic beta-cells. BMC Mol Biol 11: 66.

57. ZanoneMM, FavaroE, CamussiG (2008) From endothelial to beta cells: insights into pancreatic islet microendothelium. Curr Diabetes Rev 4: 1–9.

58. ShuklaS, KavakE, GregoryM, ImashimizuM, ShutinoskiB, et al. (2011) CTCF-promoted RNA polymerase II pausing links DNA methylation to splicing. Nature 479: 74–79.

59. MaunakeaAK, NagarajanRP, BilenkyM, BallingerTJ, D'SouzaC, et al. (2010) Conserved role of intragenic DNA methylation in regulating alternative promoters. Nature 466: 253–257.

60. JjingoD, ConleyAB, YiSV, LunyakVV, JordanIK (2012) On the presence and role of human gene-body DNA methylation. Oncotarget 3: 462–474.

61. ZhouSS, ZhouYM, LiD, LunYZ (2011) Dietary methyl-consuming compounds and metabolic syndrome. Hypertens Res 34: 1239–1245.

62. MoothaVK, LindgrenCM, ErikssonKF, SubramanianA, SihagS, et al. (2003) PGC-1alpha-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes. Nat Genet 34: 267–273.

63. OlssonAH, YangBT, HallE, TaneeraJ, SalehiA, et al. (2011) Decreased expression of genes involved in oxidative phosphorylation in human pancreatic islets from patients with type 2 diabetes. Eur J Endocrinol 165: 589–595.

64. ToperoffG, AranD, KarkJD, RosenbergM, DubnikovT, et al. (2012) Genome-wide survey reveals predisposing diabetes type 2-related DNA methylation variations in human peripheral blood. Hum Mol Genet 21: 371–383.

65. Ribel-MadsenR, FragaMF, JacobsenS, Bork-JensenJ, LaraE, et al. (2012) Genome-wide analysis of DNA methylation differences in muscle and fat from monozygotic twins discordant for type 2 diabetes. PLoS One 7: e51302.

66. RakyanVK, BeyanH, DownTA, HawaMI, MaslauS, et al. (2011) Identification of type 1 diabetes-associated DNA methylation variable positions that precede disease diagnosis. PLoS Genet 7: e1002300.

67. RomanovVS, PospelovVA, PospelovaTV (2012) Cyclin-dependent kinase inhibitor p21(Waf1): contemporary view on its role in senescence and oncogenesis. Biochemistry (Mosc) 77: 575–584.

68. BibikovaM, BarnesB, TsanC, HoV, KlotzleB, et al. (2011) High density DNA methylation array with single CpG site resolution. Genomics 98: 288–295.

69. ButlerAE, JansonJ, Bonner-WeirS, RitzelR, RizzaRA, et al. (2003) Beta-cell deficit and increased beta-cell apoptosis in humans with type 2 diabetes. Diabetes 52: 102–110.

70. ClarkA, JonesLC, de KoningE, HansenBC, MatthewsDR (2001) Decreased insulin secretion in type 2 diabetes: a problem of cellular mass or function? Diabetes 50 Suppl 1: S169–171.

71. HenquinJC, RahierJ (2011) Pancreatic alpha cell mass in European subjects with type 2 diabetes. Diabetologia 54: 1720–1725.

72. TaiJH, SunH, LiuW, MellingCW, HasiloC, et al. (2008) Isolating human islets of Langerhans causes loss of decay accelerating factor (CD55) on beta-cells. Cell Transplant 17: 1349–1359.

73. ParnaudG, BoscoD, BerneyT, PattouF, Kerr-ConteJ, et al. (2008) Proliferation of sorted human and rat beta cells. Diabetologia 51: 91–100.

74. HallE, DayehT, KirkpatrickCL, WollheimCB, Dekker NitertM, et al. (2013) DNA methylation of the glucagon-like peptide 1 receptor (GLP1R) in human pancreatic islets. BMC Med Genet 14: 76.

75. BramswigNC, EverettLJ, SchugJ, DorrellC, LiuC, et al. (2013) Epigenomic plasticity enables human pancreatic alpha to beta cell reprogramming. J Clin Invest 123: 1275–1284.

76. WoodsSC, LutzTA, GearyN, LanghansW (2006) Pancreatic signals controlling food intake; insulin, glucagon and amylin. Philos Trans R Soc Lond B Biol Sci 361: 1219–1235.

77. RakyanVK, DownTA, BaldingDJ, BeckS (2011) Epigenome-wide association studies for common human diseases. Nat Rev Genet 12: 529–541.

78. ThompsonRF, FazzariMJ, NiuH, BarzilaiN, SimmonsRA, et al. (2010) Experimental intrauterine growth restriction induces alterations in DNA methylation and gene expression in pancreatic islets of rats. J Biol Chem 285: 15111–15118.

79. VikmanJ, Jimenez-FeltstromJ, NymanP, ThelinJ, EliassonL (2009) Insulin secretion is highly sensitive to desorption of plasma membrane cholesterol. FASEB J 23: 58–67.

80. RosengrenAH, JokubkaR, TojjarD, GranhallC, HanssonO, et al. (2010) Overexpression of alpha2A-adrenergic receptors contributes to type 2 diabetes. Science 327: 217–220.

81. KirkpatrickCL, MarchettiP, PurrelloF, PiroS, BuglianiM, et al. (2010) Type 2 diabetes susceptibility gene expression in normal or diabetic sorted human alpha and beta cells: correlations with age or BMI of islet donors. PLoS One 5: e11053.

82. GentlemanRC, CareyVJ, BatesDM, BolstadB, DettlingM, et al. (2004) Bioconductor: open software development for computational biology and bioinformatics. Genome Biol 5: R80.

83. DuP, KibbeWA, LinSM (2008) lumi: a pipeline for processing Illumina microarray. Bioinformatics 24: 1547–1548.

84. DuP, ZhangX, HuangCC, JafariN, KibbeWA, et al. (2010) Comparison of Beta-value and M-value methods for quantifying methylation levels by microarray analysis. BMC Bioinformatics 11: 587.

85. BolstadBM, IrizarryRA, AstrandM, SpeedTP (2003) A comparison of normalization methods for high density oligonucleotide array data based on variance and bias. Bioinformatics 19: 185–193.

86. KlugM, RehliM (2006) Functional analysis of promoter CpG methylation using a CpG-free luciferase reporter vector. Epigenetics 1: 127–130.

87. HohmeierHE, MulderH, ChenG, Henkel-RiegerR, PrentkiM, et al. (2000) Isolation of INS-1-derived cell lines with robust ATP-sensitive K+ channel-dependent and -independent glucose-stimulated insulin secretion. Diabetes 49: 424–430.

88. De MarinisYZ, SalehiA, WardCE, ZhangQ, AbdulkaderF, et al. (2010) GLP-1 inhibits and adrenaline stimulates glucagon release by differential modulation of N- and L-type Ca2+ channel-dependent exocytosis. Cell Metab 11: 543–553.

89. BenjaminiY, HochbergY (1995) Controlling the False Discovery Rate - a Practical and Powerful Approach to Multiple Testing. Journal of the Royal Statistical Society Series B-Methodological 57: 289–300.

90. BenjaminiY, YekutieliD (2005) Quantitative trait Loci analysis using the false discovery rate. Genetics 171: 783–790.

Štítky
Genetika Reprodukčná medicína

Článok vyšiel v časopise

PLOS Genetics


2014 Číslo 3
Najčítanejšie tento týždeň
Najčítanejšie v tomto čísle
Kurzy

Zvýšte si kvalifikáciu online z pohodlia domova

Získaná hemofilie - Povědomí o nemoci a její diagnostika
nový kurz

Eozinofilní granulomatóza s polyangiitidou
Autori: doc. MUDr. Martina Doubková, Ph.D.

Všetky kurzy
Prihlásenie
Zabudnuté heslo

Zadajte e-mailovú adresu, s ktorou ste vytvárali účet. Budú Vám na ňu zasielané informácie k nastaveniu nového hesla.

Prihlásenie

Nemáte účet?  Registrujte sa

#ADS_BOTTOM_SCRIPTS#