Genome-wide DNA methylation analysis for diabetic nephropathy in type 1 diabetes mellitus

被引:237
作者
Bell, Christopher G. [1 ]
Teschendorff, Andrew E. [1 ]
Rakyan, Vardhman K. [3 ]
Maxwell, Alexander P. [2 ]
Beck, Stephan [1 ]
Savage, David A. [2 ]
机构
[1] UCL, UCL Canc Inst, London, England
[2] Queens Univ Belfast, Nephrol Res Grp, Ctr Publ Hlth, Belfast, Antrim, North Ireland
[3] Queen Mary Univ London, Inst Cell & Mol Sci, Barts & London Sch Med & Dent, London, England
来源
BMC MEDICAL GENOMICS | 2010年 / 3卷
基金
英国惠康基金;
关键词
SUSCEPTIBILITY GENES; KIDNEY-DISEASE; EXPRESSION; METHYLOME; RISK; HYPERGLYCEMIA; ASSOCIATION; EPIGENETICS; VARIANTS; PATHWAY;
D O I
10.1186/1755-8794-3-33
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background: Diabetic nephropathy is a serious complication of diabetes mellitus and is associated with considerable morbidity and high mortality. There is increasing evidence to suggest that dysregulation of the epigenome is involved in diabetic nephropathy. We assessed whether epigenetic modification of DNA methylation is associated with diabetic nephropathy in a case-control study of 192 Irish patients with type 1 diabetes mellitus (T1D). Cases had T1D and nephropathy whereas controls had T1D but no evidence of renal disease. Methods: We performed DNA methylation profiling in bisulphite converted DNA from cases and controls using the recently developed Illumina Infinium (R) HumanMethylation27 BeadChip, that enables the direct investigation of 27,578 individual cytosines at CpG loci throughout the genome, which are focused on the promoter regions of 14,495 genes. Results: Singular Value Decomposition (SVD) analysis indicated that significant components of DNA methylation variation correlated with patient age, time to onset of diabetic nephropathy, and sex. Adjusting for confounding factors using multivariate Cox-regression analyses, and with a false discovery rate (FDR) of 0.05, we observed 19 CpG sites that demonstrated correlations with time to development of diabetic nephropathy. Of note, this included one CpG site located 18 bp upstream of the transcription start site of UNC13B, a gene in which the first intronic SNP rs13293564 has recently been reported to be associated with diabetic nephropathy. Conclusion: This high throughput platform was able to successfully interrogate the methylation state of individual cytosines and identified 19 prospective CpG sites associated with risk of diabetic nephropathy. These differences in DNA methylation are worthy of further follow-up in replication studies using larger cohorts of diabetic patients with and without nephropathy.
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页数:11
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共 45 条
  • [11] Bioconductor: open software development for computational biology and bioinformatics
    Gentleman, RC
    Carey, VJ
    Bates, DM
    Bolstad, B
    Dettling, M
    Dudoit, S
    Ellis, B
    Gautier, L
    Ge, YC
    Gentry, J
    Hornik, K
    Hothorn, T
    Huber, W
    Iacus, S
    Irizarry, R
    Leisch, F
    Li, C
    Maechler, M
    Rossini, AJ
    Sawitzki, G
    Smith, C
    Smyth, G
    Tierney, L
    Yang, JYH
    Zhang, JH
    [J]. GENOME BIOLOGY, 2004, 5 (10)
  • [12] Rab34 and its effector munc13-2 constitute a new pathway modulating protein secretion in the cellular response to hyperglycemia
    Goldenberg, Neil M.
    Silverman, Mel
    [J]. AMERICAN JOURNAL OF PHYSIOLOGY-CELL PHYSIOLOGY, 2009, 297 (04): : C1053 - C1058
  • [13] Hastie T., 2001, ELEMENTS STAT LEARNI
  • [14] Association of Genetic Variants at 3q22 with Nephropathy in Patients with Type 1 Diabetes Mellitus
    He, Bing
    Osterholm, Anne-May
    Hoverfalt, Anna
    Forsblom, Carol
    Hjorleifsdottir, Eyrun Edda
    Nilsson, Ann-Sofie
    Parkkonen, Maikki
    Pitkaniemi, Janne
    Hreidarsson, Astradur
    Sarti, Cinzia
    McKnight, Amy Jayne
    Maxwell, A. Peter
    Tuomilehto, Jaakko
    Groop, Per-Henrik
    Tryggvason, Karl
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2009, 84 (01) : 5 - 13
  • [15] A common variant on chromosome 9p21 affects the risk of myocardial infarction
    Helgadottir, Anna
    Thorleifsson, Gudmar
    Manolescu, Andrei
    Gretarsdottir, Solveig
    Blondal, Thorarinn
    Jonasdottir, Aslaug
    Jonasdottir, Adalbjorg
    Sigurdsson, Asgeir
    Baker, Adam
    Palsson, Arnar
    Masson, Gisli
    Gudbjartsson, Daniel F.
    Magnusson, Kristinn P.
    Andersen, Karl
    Levey, Allan I.
    Backman, Valgerdur M.
    Matthiasdottir, Sigurborg
    Jonsdottir, Thorbjorg
    Palsson, Stefan
    Einarsdottir, Helga
    Gunnarsdottir, Steinunn
    Gylfason, Arnaldur
    Vaccarino, Viola
    Hooper, W. Craig
    Reilly, Muredach P.
    Granger, Christopher B.
    Austin, Harland
    Rader, Daniel J.
    Shah, Svati H.
    Quyyumi, Arshed A.
    Gulcher, Jeffrey R.
    Thorgeirsson, Gudmundur
    Thorsteinsdottir, Unnur
    Kong, Augustine
    Stefansson, Kari
    [J]. SCIENCE, 2007, 316 (5830) : 1491 - 1493
  • [16] Ibrahim HN, 1997, J AM SOC NEPHROL, V8, P487
  • [17] Recent advancement of understanding pathogenesis of type 1 diabetes and potential relevance to diabetic nephropathy
    Ichinose, Kunihiro
    Kawasaki, Eiji
    Eguchi, Katsumi
    [J]. AMERICAN JOURNAL OF NEPHROLOGY, 2007, 27 (06) : 554 - 564
  • [18] Epigenetics in hyperhomocysteinemic states. A special focus on uremia
    Ingrosso, Diego
    Perna, Alessandra F.
    [J]. BIOCHIMICA ET BIOPHYSICA ACTA-GENERAL SUBJECTS, 2009, 1790 (09): : 892 - 899
  • [19] The human colon cancer methylome shows similar hypo- and hypermethylation at conserved tissue-specific CpG island shores
    Irizarry, Rafael A.
    Ladd-Acosta, Christine
    Wen, Bo
    Wu, Zhijin
    Montano, Carolina
    Onyango, Patrick
    Cui, Hengmi
    Gabo, Kevin
    Rongione, Michael
    Webster, Maree
    Ji, Hong
    Potash, James B.
    Sabunciyan, Sarven
    Feinberg, Andrew P.
    [J]. NATURE GENETICS, 2009, 41 (02) : 178 - 186
  • [20] High glucose blunts vascular endothelial growth factor response to hypoxia via the oxidative stress-regulated hypoxia-inducible factor/hypoxia-responsible element pathway
    Katavetin, Pisut
    Miyata, Toshio
    Inagi, Reiko
    Tanaka, Tetsuhiro
    Sassa, Ryoji
    Ingelfinger, Julie R.
    Fujita, Toshiro
    Nangaku, Masaomi
    [J]. JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2006, 17 (05): : 1405 - 1413