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Volumn 7, Issue , 2016, Pages

Integrative epigenome-wide analysis demonstrates that DNA methylation may mediate genetic risk in inflammatory bowel disease

(107)  Ventham, N T a   Kennedy, N A a   Adams, A T a   Kalla, R a   Heath, S b,c   O'Leary, K R a   Drummond, H a   Wilson, D C a   Gut, I G b,c   Nimmo, E R a   Satsangi, J a   Lauc, Gordan d   Campbell, Harry a   McGovern, Dermot P B e   Annese, Vito f   Zoldoš, Vlatka g   Permberton, Iain K h   Wuhrer, Manfred i,j   Kolarich, Daniel k   Fernandes, Daryl L l   more..


Author keywords

[No Author keywords available]

Indexed keywords

CELLS AND CELL COMPONENTS; DIGESTIVE SYSTEM DISORDER; DISEQUILIBRIUM; DNA; GENE EXPRESSION; GENETIC ANALYSIS; GENOME; GENOTYPE; RISK ASSESSMENT;

EID: 84998610927     PISSN: None     EISSN: 20411723     Source Type: Journal    
DOI: 10.1038/ncomms13507     Document Type: Article
Times cited : (190)

References (69)
  • 1
    • 84940771118 scopus 로고    scopus 로고
    • Association analyses identify 38 susceptibility loci for inflammatory bowel disease and highlight shared genetic risk across populations
    • Liu, J. Z. et al. Association analyses identify 38 susceptibility loci for inflammatory bowel disease and highlight shared genetic risk across populations. Nat. Genet. 47, 979-989 (2015).
    • (2015) Nat. Genet. , vol.47 , pp. 979-989
    • Liu, J.Z.1
  • 2
    • 84870824919 scopus 로고    scopus 로고
    • Microbiota of de-novo pediatric IBD: Increased Faecalibacterium prausnitzii and reduced bacterial diversity in Crohn's but not in ulcerative colitis
    • Hansen, R. et al. Microbiota of de-novo pediatric IBD: increased Faecalibacterium prausnitzii and reduced bacterial diversity in Crohn's but not in ulcerative colitis. Am. J. Gastroenterol. 107, 1913-1922 (2012).
    • (2012) Am. J. Gastroenterol. , vol.107 , pp. 1913-1922
    • Hansen, R.1
  • 3
    • 84880595486 scopus 로고    scopus 로고
    • Beyond gene discovery in inflammatory bowel disease: The emerging role of epigenetics
    • Ventham, N. T., Kennedy, N. A., Nimmo, E. R. & Satsangi, J. Beyond gene discovery in inflammatory bowel disease: The emerging role of epigenetics. Gastroenterology 145, 293-308 (2013).
    • (2013) Gastroenterology , vol.145 , pp. 293-308
    • Ventham, N.T.1    Kennedy, N.A.2    Nimmo, E.R.3    Satsangi, J.4
  • 4
    • 84873576566 scopus 로고    scopus 로고
    • Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in rheumatoid arthritis
    • Liu, Y. et al. Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in rheumatoid arthritis. Nat. Biotechnol. 31, 142-147 (2013).
    • (2013) Nat. Biotechnol. , vol.31 , pp. 142-147
    • Liu, Y.1
  • 5
    • 84923339459 scopus 로고    scopus 로고
    • An integrated epigenomic analysis for type 2 diabetes susceptibility loci in monozygotic twins
    • Yuan, W. et al. An integrated epigenomic analysis for type 2 diabetes susceptibility loci in monozygotic twins. Nat. Commun. 5, 5719 (2014).
    • (2014) Nat. Commun. , vol.5 , pp. 5719
    • Yuan, W.1
  • 6
    • 84921316380 scopus 로고    scopus 로고
    • DNA methylation and body-mass index: A genome-wide analysis
    • Dick, K. J. et al. DNA methylation and body-mass index: a genome-wide analysis. Lancet 383, 1990-1998 (2014).
    • (2014) Lancet , vol.383 , pp. 1990-1998
    • Dick, K.J.1
  • 7
    • 84897517265 scopus 로고    scopus 로고
    • Epigenomics starts to make its mark
    • Callaway, E. Epigenomics starts to make its mark. Nature 508, 22 (2014).
    • (2014) Nature , vol.508 , pp. 22
    • Callaway, E.1
  • 8
    • 84863986133 scopus 로고    scopus 로고
    • Functions of DNA methylation: Islands, start sites, gene bodies and beyond
    • Jones, P. A. Functions of DNA methylation: islands, start sites, gene bodies and beyond. Nat. Rev. Genet. 13, 484-492 (2012).
    • (2012) Nat. Rev. Genet. , vol.13 , pp. 484-492
    • Jones, P.A.1
  • 9
    • 84893192328 scopus 로고    scopus 로고
    • Accounting for cellular heterogeneity is critical in epigenome-wide association studies
    • Jaffe, A. E. & Irizarry, R. A. Accounting for cellular heterogeneity is critical in epigenome-wide association studies. Genome Biol. 15, R31 (2014).
    • (2014) Genome Biol. , vol.15 , pp. R31
    • Jaffe, A.E.1    Irizarry, R.A.2
  • 10
    • 84859795659 scopus 로고    scopus 로고
    • Genome-wide methylation profiling in Crohn's disease identifies altered epigenetic regulation of key host defense mechanisms including the Th17 pathway
    • Nimmo, E. R. et al. Genome-wide methylation profiling in Crohn's disease identifies altered epigenetic regulation of key host defense mechanisms including the Th17 pathway. Inflamm. Bowel Dis. 18, 889-899 (2012).
    • (2012) Inflamm. Bowel Dis. , vol.18 , pp. 889-899
    • Nimmo, E.R.1
  • 11
    • 84866849405 scopus 로고    scopus 로고
    • A functional methylome map of ulcerative colitis
    • Häsler, R. et al. A functional methylome map of ulcerative colitis. Genome Res. 22, 2130-2137 (2012).
    • (2012) Genome Res. , vol.22 , pp. 2130-2137
    • Häsler, R.1
  • 12
    • 84867581318 scopus 로고    scopus 로고
    • Mucosal genome-wide methylation changes in inflammatory bowel disease
    • Cooke, J. et al. Mucosal genome-wide methylation changes in inflammatory bowel disease. Inflamm. Bowel Dis. 18, 2128-2137 (2012).
    • (2012) Inflamm. Bowel Dis. , vol.18 , pp. 2128-2137
    • Cooke, J.1
  • 13
    • 84925828494 scopus 로고    scopus 로고
    • Genome-wide peripheral blood leukocyte DNA methylation microarrays identified a single association with inflammatory bowel diseases
    • Harris, R. A. et al. Genome-wide peripheral blood leukocyte DNA methylation microarrays identified a single association with inflammatory bowel diseases. Inflamm. Bowel Dis. 2399, 1-8 (2012).
    • (2012) Inflamm. Bowel Dis. , vol.2399 , pp. 1-8
    • Harris, R.A.1
  • 14
    • 84905661327 scopus 로고    scopus 로고
    • DNA methylation-associated colonic mucosal immune and defense responses in treatment-naïve pediatric ulcerative colitis
    • Harris, R. A. et al. DNA methylation-associated colonic mucosal immune and defense responses in treatment-naïve pediatric ulcerative colitis. Epigenetics 9, 1131-1137 (2014).
    • (2014) Epigenetics , vol.9 , pp. 1131-1137
    • Harris, R.A.1
  • 15
    • 84963738636 scopus 로고    scopus 로고
    • DNA methylation profiling in inflammatory bowel disease provides new insights into disease pathogenesis
    • McDermott, E. et al. DNA methylation profiling in inflammatory bowel disease provides new insights into disease pathogenesis. J. Crohns Colitis 10, 77-86 (2015).
    • (2015) J. Crohns Colitis , vol.10 , pp. 77-86
    • McDermott, E.1
  • 16
    • 84922385890 scopus 로고    scopus 로고
    • Two-stage genome-wide methylation profiling in childhoodonset Crohn's Disease implicates epigenetic alterations at the VMP1/MIR21 and HLA loci
    • Adams, A. T. et al. Two-stage genome-wide methylation profiling in childhoodonset Crohn's Disease implicates epigenetic alterations at the VMP1/MIR21 and HLA loci. Inflamm. Bowel Dis. 20, 1784-1793 (2014).
    • (2014) Inflamm. Bowel Dis. , vol.20 , pp. 1784-1793
    • Adams, A.T.1
  • 17
    • 84860637797 scopus 로고    scopus 로고
    • DNA methylation arrays as surrogate measures of cell mixture distribution
    • Houseman, E. A. et al. DNA methylation arrays as surrogate measures of cell mixture distribution. BMC Bioinformatics 13, 86 (2012).
    • (2012) BMC Bioinformatics , vol.13 , pp. 86
    • Houseman, E.A.1
  • 18
    • 0002294347 scopus 로고
    • A simple sequentially rejective multiple test procedure
    • Holm, S. A simple sequentially rejective multiple test procedure. Scand. J. Stat. 6, 65-70 (1979).
    • (1979) Scand. J. Stat. , vol.6 , pp. 65-70
    • Holm, S.1
  • 19
    • 84998934809 scopus 로고    scopus 로고
    • Inherited determinants of Crohn's disease and ulcerative colitis phenotypes: A genetic association study
    • Cleynen, I. et al. Inherited determinants of Crohn's disease and ulcerative colitis phenotypes: a genetic association study. Lancet 6736, 1-12 (2015).
    • (2015) Lancet , vol.6736 , pp. 1-12
    • Cleynen, I.1
  • 20
    • 84922021718 scopus 로고    scopus 로고
    • Cigarette smoking reduces DNA methylation levels at multiple genomic loci but the effect is partially reversible on cessation
    • Tsaprouni, L. G. et al. Cigarette smoking reduces DNA methylation levels at multiple genomic loci but the effect is partially reversible on cessation. Epigenetics 9, 1382-1396 (2014).
    • (2014) Epigenetics , vol.9 , pp. 1382-1396
    • Tsaprouni, L.G.1
  • 21
    • 84886111619 scopus 로고    scopus 로고
    • Erratum to: DNA methylation age of human tissues and cell types
    • Horvath, S. Erratum to: DNA methylation age of human tissues and cell types. Genome Biol. 14, R115 (2013).
    • (2013) Genome Biol. , vol.14 , pp. R115
    • Horvath, S.1
  • 22
    • 84868336049 scopus 로고    scopus 로고
    • Host-microbe interactions have shaped the genetic architecture of inflammatory bowel disease
    • Jostins, L. et al. Host-microbe interactions have shaped the genetic architecture of inflammatory bowel disease. Nature 490, 119-124 (2012).
    • (2012) Nature , vol.490 , pp. 119-124
    • Jostins, L.1
  • 23
    • 67650258730 scopus 로고    scopus 로고
    • Disentangling molecular relationships with a causal inference test
    • Millstein, J., Zhang, B., Zhu, J. & Schadt, E. E. Disentangling molecular relationships with a causal inference test. BMC Genet. 10, 23 (2009).
    • (2009) BMC Genet. , vol.10 , pp. 23
    • Millstein, J.1    Zhang, B.2    Zhu, J.3    Schadt, E.E.4
  • 24
    • 84923658758 scopus 로고    scopus 로고
    • Genome-wide association study identifies peanut allergy-specific loci and evidence of epigenetic mediation in US children
    • Hong, X. et al. Genome-wide association study identifies peanut allergy-specific loci and evidence of epigenetic mediation in US children. Nat. Commun. 6, 6304 (2015).
    • (2015) Nat. Commun. , vol.6 , pp. 6304
    • Hong, X.1
  • 25
    • 80054880084 scopus 로고    scopus 로고
    • DNA methylation directly silences genes with non-CpG island promoters and establishes a nucleosome occupied promoter
    • Han, H. et al. DNA methylation directly silences genes with non-CpG island promoters and establishes a nucleosome occupied promoter. Hum. Mol. Genet. 20, 4299-4310 (2011).
    • (2011) Hum. Mol. Genet. , vol.20 , pp. 4299-4310
    • Han, H.1
  • 26
    • 84906251108 scopus 로고    scopus 로고
    • A systems-level integrative framework for genome-wide DNA methylation and gene expression data identifies differential gene expression modules under epigenetic control
    • Jiao, Y., Widschwendter, M. & Teschendorff, A. E. A systems-level integrative framework for genome-wide DNA methylation and gene expression data identifies differential gene expression modules under epigenetic control. Bioinformatics 30, 2360-2366 (2014).
    • (2014) Bioinformatics , vol.30 , pp. 2360-2366
    • Jiao, Y.1    Widschwendter, M.2    Teschendorff, A.E.3
  • 27
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • Tibshirani, R. Regression shrinkage and selection via the lasso. J. R. Stat. Soc. Ser. B 58, 267-288 (1996).
    • (1996) J. R. Stat. Soc. Ser. B , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 28
    • 80053414769 scopus 로고    scopus 로고
    • +T cells predicts prognosis in patients with Crohn disease and ulcerative colitis
    • +T cells predicts prognosis in patients with Crohn disease and ulcerative colitis. J. Clin. Invest. 121, 4170-4179 (2011).
    • (2011) J. Clin. Invest. , vol.121 , pp. 4170-4179
    • Lee, J.C.1
  • 29
    • 77954182362 scopus 로고    scopus 로고
    • ConsensusClusterPlus: A class discovery tool with confidence assessments and item tracking
    • Wilkerson, M. D. & Hayes, D. N. ConsensusClusterPlus: a class discovery tool with confidence assessments and item tracking. Bioinformatics 26, 1572-1573 (2010).
    • (2010) Bioinformatics , vol.26 , pp. 1572-1573
    • Wilkerson, M.D.1    Hayes, D.N.2
  • 30
    • 0037172724 scopus 로고    scopus 로고
    • A prediction-based resampling method for estimating the number of clusters in a dataset
    • Dudoit, S. & Fridlyand, J. A prediction-based resampling method for estimating the number of clusters in a dataset. Genome Biol. 3, Research0036 (2002).
    • (2002) Genome Biol. , vol.3 , pp. 36
    • Dudoit, S.1    Fridlyand, J.2
  • 31
    • 0038724494 scopus 로고    scopus 로고
    • Consensus clustering: A resampling-based method for class discovery and visualization of gene expression microarray data
    • Monti, S., Tamayo, P., Mesirov, J. & Golub, T. Consensus clustering: a resampling-based method for class discovery and visualization of gene expression microarray data. Mach. Learn. 52, 91-118 (2003).
    • (2003) Mach. Learn. , vol.52 , pp. 91-118
    • Monti, S.1    Tamayo, P.2    Mesirov, J.3    Golub, T.4
  • 32
    • 84922354753 scopus 로고    scopus 로고
    • MicroRNAs: New players in IBD
    • Kalla, R. et al. MicroRNAs: new players in IBD. Gut 64, 504-517 (2015).
    • (2015) Gut , vol.64 , pp. 504-517
    • Kalla, R.1
  • 33
    • 84879476666 scopus 로고    scopus 로고
    • MicroRNA-21 knockout improve the survival rate in DSS induced fatal colitis through protecting against inflammation and tissue injury
    • Shi, C. et al. MicroRNA-21 knockout improve the survival rate in DSS induced fatal colitis through protecting against inflammation and tissue injury. PLoS ONE 8, e66814 (2013).
    • (2013) PLoS ONE , vol.8 , pp. e66814
    • Shi, C.1
  • 34
    • 84859475497 scopus 로고    scopus 로고
    • The leucocyte b2 (CD18) integrins: The structure, functional regulation and signalling properties
    • Tan, S. The leucocyte b2 (CD18) integrins: the structure, functional regulation and signalling properties. Biosci. Rep. 32, 241-269 (2012).
    • (2012) Biosci. Rep. , vol.32 , pp. 241-269
    • Tan, S.1
  • 35
    • 84882749768 scopus 로고    scopus 로고
    • Vedolizumab as induction and maintenance therapy for Crohn's disease
    • Sandborn, W. J. et al. Vedolizumab as induction and maintenance therapy for Crohn's disease. N. Engl. J. Med. 369, 711-721 (2013).
    • (2013) N. Engl. J. Med. , vol.369 , pp. 711-721
    • Sandborn, W.J.1
  • 36
    • 84926334027 scopus 로고    scopus 로고
    • CD18 (ITGB2) expression in chronic lymphocytic leukaemia is regulated by DNA methylation-dependent and -independent mechanisms
    • Hutterer, E. et al. CD18 (ITGB2) expression in chronic lymphocytic leukaemia is regulated by DNA methylation-dependent and -independent mechanisms. Br. J. Haematol. 169, 286-289 (2015).
    • (2015) Br. J. Haematol. , vol.169 , pp. 286-289
    • Hutterer, E.1
  • 37
    • 0035868595 scopus 로고    scopus 로고
    • Isolation, characterization, and mapping of the mouse and human WDR8 genes, members of a novel WD-repeat gene family
    • Koshizuka, Y., Ikegawa, S., Sano, M., Nakamura, K. & Nakamura, Y. Isolation, characterization, and mapping of the mouse and human WDR8 genes, members of a novel WD-repeat gene family. Genomics 72, 252-259 (2001).
    • (2001) Genomics , vol.72 , pp. 252-259
    • Koshizuka, Y.1    Ikegawa, S.2    Sano, M.3    Nakamura, K.4    Nakamura, Y.5
  • 38
    • 0021992307 scopus 로고
    • Phosphorylation of ribosomal protein S6 on serine after microinjection of the Abelson murine leukemia virus tyrosine-specific protein kinase into Xenopus oocytes
    • Maller, J. L., Foulkes, J. G., Erikson, E. & Baltimore, D. Phosphorylation of ribosomal protein S6 on serine after microinjection of the Abelson murine leukemia virus tyrosine-specific protein kinase into Xenopus oocytes. Proc. Natl Acad. Sci. USA 82, 272-276 (1985).
    • (1985) Proc. Natl Acad. Sci. USA , vol.82 , pp. 272-276
    • Maller, J.L.1    Foulkes, J.G.2    Erikson, E.3    Baltimore, D.4
  • 39
    • 58249105933 scopus 로고    scopus 로고
    • ERBB2 influences the subcellular localization of the estrogen receptor in tamoxifen-resistant MCF-7 cells leading to the activation of AKT and RPS6KA2
    • Pancholi, S. et al. ERBB2 influences the subcellular localization of the estrogen receptor in tamoxifen-resistant MCF-7 cells leading to the activation of AKT and RPS6KA2. Endocr. Relat. Cancer 15, 985-1002 (2008).
    • (2008) Endocr. Relat. Cancer , vol.15 , pp. 985-1002
    • Pancholi, S.1
  • 40
    • 38849147783 scopus 로고    scopus 로고
    • Cutting edge: A transcriptional repressor and corepressor induced by the STAT3-regulated anti-inflammatory signaling pathway
    • El Kasmi, K. C. et al. Cutting edge: a transcriptional repressor and corepressor induced by the STAT3-regulated anti-inflammatory signaling pathway. J. Immunol. 179, 7215-7219 (2007).
    • (2007) J. Immunol. , vol.179 , pp. 7215-7219
    • El-Kasmi, K.C.1
  • 41
    • 78649489009 scopus 로고    scopus 로고
    • Meta-analysis increases to 71 the tally of confirmed Crohn's disease susceptibility loci
    • Franke, A. et al. Meta-analysis increases to 71 the tally of confirmed Crohn's disease susceptibility loci. Nat. Genet. 42, 1118-1125 (2010).
    • (2010) Nat. Genet. , vol.42 , pp. 1118-1125
    • Franke, A.1
  • 42
    • 84901792809 scopus 로고    scopus 로고
    • Epigenetics in health and disease: Heralding the EWAS era
    • Murphy, T. M. & Mill, J. Epigenetics in health and disease: heralding the EWAS era. Lancet 383, 1952-1954 (2014).
    • (2014) Lancet , vol.383 , pp. 1952-1954
    • Murphy, T.M.1    Mill, J.2
  • 43
    • 84873640554 scopus 로고    scopus 로고
    • DNA methylation analysis in the intestinal epithelium-effect of cell separation on gene expression and methylation profile
    • Jenke, A. C. et al. DNA methylation analysis in the intestinal epithelium-effect of cell separation on gene expression and methylation profile. PLoS ONE 8, e55636 (2013).
    • (2013) PLoS ONE , vol.8 , pp. e55636
    • Jenke, A.C.1
  • 44
    • 0032743460 scopus 로고    scopus 로고
    • Txk, a nonreceptor tyrosine kinase of the Tec family, is expressed in T helper type 1 cells and regulates interferon gamma production in human T lymphocytes
    • Kashiwakura, J. et al. Txk, a nonreceptor tyrosine kinase of the Tec family, is expressed in T helper type 1 cells and regulates interferon gamma production in human T lymphocytes. J. Exp. Med. 190, 1147-1154 (1999).
    • (1999) J. Exp. Med. , vol.190 , pp. 1147-1154
    • Kashiwakura, J.1
  • 45
    • 84942306162 scopus 로고    scopus 로고
    • +) T cells in mice with colitis
    • +) T cells in mice with colitis. Gastroenterology 149, 993-1005.e2 (2015).
    • (2015) Gastroenterology , vol.149 , pp. 993-1005
    • Punit, S.1
  • 46
    • 84883260437 scopus 로고    scopus 로고
    • +) T cells are activated in inflammatory bowel disease and are associated with plasma markers of inflammation
    • +) T cells are activated in inflammatory bowel disease and are associated with plasma markers of inflammation. Immunology 140, 87-97 (2013).
    • (2013) Immunology , vol.140 , pp. 87-97
    • Funderburg, N.T.1
  • 47
    • 84938397867 scopus 로고    scopus 로고
    • T-cell exhaustion, co-stimulation and clinical outcome in autoimmunity and infection
    • McKinney, E. F., Lee, J. C., Jayne, D. R. W., Lyons, P. A. & Smith, K. G. C. T-cell exhaustion, co-stimulation and clinical outcome in autoimmunity and infection. Nature 523, 612-616 (2015).
    • (2015) Nature , vol.523 , pp. 612-616
    • McKinney, E.F.1    Lee, J.C.2    Jayne, D.R.W.3    Lyons, P.A.4    Smith, K.G.C.5
  • 48
    • 84865268482 scopus 로고    scopus 로고
    • Expression QTL analysis of top loci from GWAS meta-analysis highlights additional schizophrenia candidate genes
    • De Jong, S. et al. Expression QTL analysis of top loci from GWAS meta-analysis highlights additional schizophrenia candidate genes. Eur. J. Hum. Genet. 20, 1004-1008 (2012).
    • (2012) Eur. J. Hum. Genet. , vol.20 , pp. 1004-1008
    • De-Jong, S.1
  • 49
    • 56649094216 scopus 로고    scopus 로고
    • Sensitive detection of colorectal cancer in peripheral blood by septin 9 DNA methylation assay
    • Grützmann, R. et al. Sensitive detection of colorectal cancer in peripheral blood by septin 9 DNA methylation assay. PLoS ONE 3, e3759 (2008).
    • (2008) PLoS ONE , vol.3 , pp. e3759
    • Grützmann, R.1
  • 50
    • 84905784416 scopus 로고    scopus 로고
    • Clinical utility and diagnostic accuracy of faecal calprotectin for IBD at first presentation to gastroenterology services in adults aged 16-50 years
    • Kennedy, N. A. et al. Clinical utility and diagnostic accuracy of faecal calprotectin for IBD at first presentation to gastroenterology services in adults aged 16-50 years. J. Crohns Colitis 9, 41-49 (2015).
    • (2015) J. Crohns Colitis , vol.9 , pp. 41-49
    • Kennedy, N.A.1
  • 51
    • 84906713390 scopus 로고    scopus 로고
    • Critical limitations of consensus clustering in class discovery
    • Şenbabaoǧlu, Y., Michailidis, G. & Li, J. Z. Critical limitations of consensus clustering in class discovery. Sci. Rep. 4, 6207 (2014).
    • (2014) Sci. Rep. , vol.4 , pp. 6207
    • Şenbabaoǧlu, Y.1    Michailidis, G.2    Li, J.Z.3
  • 52
    • 84979034770 scopus 로고    scopus 로고
    • Repurposing the CRISPR-Cas9 system for targeted DNA methylation
    • Vojta, A. et al. Repurposing the CRISPR-Cas9 system for targeted DNA methylation. Nucleic Acids Res. 44, 5615-5628 (2016).
    • (2016) Nucleic Acids Res. , vol.44 , pp. 5615-5628
    • Vojta, A.1
  • 53
    • 84960082583 scopus 로고    scopus 로고
    • Improving cell mixture deconvolution by identifying optimal DNA methylation libraries (IDOL)
    • Koestler, D. C. et al. Improving cell mixture deconvolution by identifying optimal DNA methylation libraries (IDOL). BMC Bioinformatics 17, 120 (2016).
    • (2016) BMC Bioinformatics , vol.17 , pp. 120
    • Koestler, D.C.1
  • 54
    • 80053304450 scopus 로고    scopus 로고
    • High density DNA methylation array with single CpG site resolution
    • Bibikova, M. et al. High density DNA methylation array with single CpG site resolution. Genomics 98, 288-295 (2011).
    • (2011) Genomics , vol.98 , pp. 288-295
    • Bibikova, M.1
  • 55
    • 46249088370 scopus 로고    scopus 로고
    • Lumi: A pipeline for processing Illumina microarray
    • Du, P., Kibbe, W. A. & Lin, S. M. lumi: a pipeline for processing Illumina microarray. Bioinformatics 24, 1547-1548 (2008).
    • (2008) Bioinformatics , vol.24 , pp. 1547-1548
    • Du, P.1    Kibbe, W.A.2    Lin, S.M.3
  • 57
    • 84897548625 scopus 로고    scopus 로고
    • Minfi: A flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays
    • Aryee, M. J. et al. Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays. Bioinformatics 30, 1363-1369 (2014).
    • (2014) Bioinformatics , vol.30 , pp. 1363-1369
    • Aryee, M.J.1
  • 58
    • 84975795680 scopus 로고    scopus 로고
    • An integrated map of genetic variation from 1,092 human genomes
    • Abecasis, G. R. et al. An integrated map of genetic variation from 1,092 human genomes. Nature 491, 56-65 (2012).
    • (2012) Nature , vol.491 , pp. 56-65
    • Abecasis, G.R.1
  • 59
    • 84872564830 scopus 로고    scopus 로고
    • A beta-mixture quantile normalization method for correcting probe design bias in Illumina Infinium 450 k DNA methylation data
    • Teschendorff, A. E. et al. A beta-mixture quantile normalization method for correcting probe design bias in Illumina Infinium 450 k DNA methylation data. Bioinformatics 29, 189-196 (2013).
    • (2013) Bioinformatics , vol.29 , pp. 189-196
    • Teschendorff, A.E.1
  • 60
    • 84859098571 scopus 로고    scopus 로고
    • The sva package for removing batch effects and other unwanted variation in high-throughput experiments
    • Leek, J. T., Johnson, W. E., Parker, H. S., Jaffe, A. E. & Storey, J. D. The sva package for removing batch effects and other unwanted variation in high-throughput experiments. Bioinformatics 28, 882-883 (2012).
    • (2012) Bioinformatics , vol.28 , pp. 882-883
    • Leek, J.T.1    Johnson, W.E.2    Parker, H.S.3    Jaffe, A.E.4    Storey, J.D.5
  • 62
    • 84998552640 scopus 로고
    • Controlling the false discovery rate: A practical and powerful approach to multiple testing
    • Benjamini, Y. & Hochberg, Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J. R. Stat. Soc. Ser. B 57, 289-300 (1995).
    • (1995) J. R. Stat. Soc. Ser. B , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 63
    • 84893325381 scopus 로고    scopus 로고
    • ChAMP: 450k chip analysis methylation pipeline
    • Morris, T. J. et al. ChAMP: 450k chip analysis methylation pipeline. Bioinformatics 30, 428-430 (2014).
    • (2014) Bioinformatics , vol.30 , pp. 428-430
    • Morris, T.J.1
  • 64
    • 84933278041 scopus 로고    scopus 로고
    • Whole-genome fingerprint of the DNA methylome during human B cell differentiation
    • Kulis, M. et al. Whole-genome fingerprint of the DNA methylome during human B cell differentiation. Nat. Genet. 47, 746-756 (2015).
    • (2015) Nat. Genet. , vol.47 , pp. 746-756
    • Kulis, M.1
  • 65
    • 84861153094 scopus 로고    scopus 로고
    • Matrix eQTL: Ultra fast eQTL analysis via large matrix operations
    • Shabalin, A. A. Matrix eQTL: ultra fast eQTL analysis via large matrix operations. Bioinformatics 28, 1353-1358 (2012).
    • (2012) Bioinformatics , vol.28 , pp. 1353-1358
    • Shabalin, A.A.1
  • 67
    • 34547849507 scopus 로고    scopus 로고
    • L1-regularization path algorithm for generalized linear models
    • Park, M. Y. & Hastie, T. L1-regularization path algorithm for generalized linear models. J. R. Stat. Soc. Ser. B Stat. Methodol. 69, 659-677 (2007).
    • (2007) J. R. Stat. Soc. Ser. B Stat. Methodol. , vol.69 , pp. 659-677
    • Park, M.Y.1    Hastie, T.2
  • 69
    • 57249114505 scopus 로고    scopus 로고
    • SNAP: A web-based tool for identification and annotation of proxy SNPs using HapMap
    • Johnson, A. D. et al. SNAP: a web-based tool for identification and annotation of proxy SNPs using HapMap. Bioinformatics 24, 2938-2939 (2008).
    • (2008) Bioinformatics , vol.24 , pp. 2938-2939
    • Johnson, A.D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.