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Volumn 16, Issue 1, 2015, Pages

Population whole-genome bisulfite sequencing across two tissues highlights the environment as the principal source of human methylome variation

Author keywords

Adipose; Blood; CpH methylation; Differentially methylated region (DMR); DNA methylation; Enhancer; Environment; Population; Twins; Whole genome bisulfite sequencing (WGBS)

Indexed keywords

BISULFITE;

EID: 84952975366     PISSN: 14747596     EISSN: 1474760X     Source Type: Journal    
DOI: 10.1186/s13059-015-0856-1     Document Type: Article
Times cited : (73)

References (59)
  • 1
    • 15744401773 scopus 로고    scopus 로고
    • Eukaryotic cytosine methyltransferases
    • Goll MG, Bestor TH. Eukaryotic cytosine methyltransferases. Annu Rev Biochem. 2005;74:481-514.
    • (2005) Annu Rev Biochem. , vol.74 , pp. 481-514
    • Goll, M.G.1    Bestor, T.H.2
  • 4
    • 84875129831 scopus 로고    scopus 로고
    • DNA methylation dynamics in health and disease
    • Bergman Y, Cedar H. DNA methylation dynamics in health and disease. Nat Struct Mol Biol. 2013;20:274-81.
    • (2013) Nat Struct Mol Biol. , vol.20 , pp. 274-281
    • Bergman, Y.1    Cedar, H.2
  • 5
    • 84880909300 scopus 로고    scopus 로고
    • Integration of high-resolution methylome and transcriptome analyses to dissect epigenomic changes in childhood acute lymphoblastic leukemia
    • Busche S, Ge B, Vidal R, Spinella JF, Saillour V, Richer C, et al. Integration of high-resolution methylome and transcriptome analyses to dissect epigenomic changes in childhood acute lymphoblastic leukemia. Cancer Res. 2013;73:4323-36.
    • (2013) Cancer Res. , vol.73 , pp. 4323-4336
    • Busche, S.1    Ge, B.2    Vidal, R.3    Spinella, J.F.4    Saillour, V.5    Richer, C.6
  • 6
    • 84891369303 scopus 로고    scopus 로고
    • Fusion of TTYH1 with the C19MC microRNA cluster drives expression of a brain-specific DNMT3B isoform in the embryonal brain tumor ETMR
    • Kleinman CL, Gerges N, Papillon-Cavanagh S, Sin-Chan P, Pramatarova A, Quang DA, et al. Fusion of TTYH1 with the C19MC microRNA cluster drives expression of a brain-specific DNMT3B isoform in the embryonal brain tumor ETMR. Nat Genet. 2014;46:39-44.
    • (2014) Nat Genet. , vol.46 , pp. 39-44
    • Kleinman, C.L.1    Gerges, N.2    Papillon-Cavanagh, S.3    Sin-Chan, P.4    Pramatarova, A.5    Quang, D.A.6
  • 7
    • 84893765473 scopus 로고    scopus 로고
    • Epigenome-wide differences in pathology-free regions of multiple sclerosis-affected brains
    • Huynh JL, Garg P, Thin TH, Yoo S, Dutta R, Trapp BD, et al. Epigenome-wide differences in pathology-free regions of multiple sclerosis-affected brains. Nat Neurosci. 2014;17:121-30.
    • (2014) Nat Neurosci. , vol.17 , pp. 121-130
    • Huynh, J.L.1    Garg, P.2    Thin, T.H.3    Yoo, S.4    Dutta, R.5    Trapp, B.D.6
  • 8
    • 84919784465 scopus 로고    scopus 로고
    • Alzheimer's disease: early alterations in brain DNA methylation at ANK1, BIN1, RHBDF2 and other loci
    • De Jager PL, Srivastava G, Lunnon K, Burgess J, Schalkwyk LC, Yu L, et al. Alzheimer's disease: early alterations in brain DNA methylation at ANK1, BIN1, RHBDF2 and other loci. Nat Neurosci. 2014;17:1156-63.
    • (2014) Nat Neurosci. , vol.17 , pp. 1156-1163
    • Jager, P.L.1    Srivastava, G.2    Lunnon, K.3    Burgess, J.4    Schalkwyk, L.C.5    Yu, L.6
  • 9
    • 84873576566 scopus 로고    scopus 로고
    • Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in rheumatoid arthritis
    • Liu Y, Aryee MJ, Padyukov L, Fallin MD, Hesselberg E, Runarsson A, et al. Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in rheumatoid arthritis. Nat Biotechnol. 2013;31:142-7.
    • (2013) Nat Biotechnol. , vol.31 , pp. 142-147
    • Liu, Y.1    Aryee, M.J.2    Padyukov, L.3    Fallin, M.D.4    Hesselberg, E.5    Runarsson, A.6
  • 10
    • 84928819497 scopus 로고    scopus 로고
    • An epigenome-wide association study of total serum immunoglobulin E concentration
    • Liang L, Willis-Owen SA, Laprise C, Wong KC, Davies GA, Hudson TJ, et al. An epigenome-wide association study of total serum immunoglobulin E concentration. Nature. 2015;520(7549):670-4.
    • (2015) Nature , vol.520 , Issue.7549 , pp. 670-674
    • Liang, L.1    Willis-Owen, S.A.2    Laprise, C.3    Wong, K.C.4    Davies, G.A.5    Hudson, T.J.6
  • 13
    • 84906050534 scopus 로고    scopus 로고
    • Epigenome-wide association study of fasting blood lipids in the Genetics of Lipid Lowering Drugs and Diet Network Study
    • Irvin MR, Zhi D, Joehanes R, Mendelson M, Aslibekyan S, Claas SA, et al. Epigenome-wide association study of fasting blood lipids in the Genetics of Lipid Lowering Drugs and Diet Network Study. Circulation. 2014;130(7):565-72.
    • (2014) Circulation , vol.130 , Issue.7 , pp. 565-572
    • Irvin, M.R.1    Zhi, D.2    Joehanes, R.3    Mendelson, M.4    Aslibekyan, S.5    Claas, S.A.6
  • 14
    • 84890172667 scopus 로고    scopus 로고
    • Global analysis of DNA methylation variation in adipose tissue from twins reveals links to disease-associated variants in distal regulatory elements
    • Grundberg E, Meduri E, Sandling JK, Hedman AK, Keildson S, Buil A, et al. Global analysis of DNA methylation variation in adipose tissue from twins reveals links to disease-associated variants in distal regulatory elements. Am J Hum Genet. 2013;93:876-90.
    • (2013) Am J Hum Genet. , vol.93 , pp. 876-890
    • Grundberg, E.1    Meduri, E.2    Sandling, J.K.3    Hedman, A.K.4    Keildson, S.5    Buil, A.6
  • 16
    • 84885021247 scopus 로고    scopus 로고
    • Epigenetic memory at embryonic enhancers identified in DNA methylation maps from adult mouse tissues
    • Hon GC, Rajagopal N, Shen Y, McCleary DF, Yue F, Dang MD, et al. Epigenetic memory at embryonic enhancers identified in DNA methylation maps from adult mouse tissues. Nat Genet. 2013;45:1198-206.
    • (2013) Nat Genet. , vol.45 , pp. 1198-1206
    • Hon, G.C.1    Rajagopal, N.2    Shen, Y.3    McCleary, D.F.4    Yue, F.5    Dang, M.D.6
  • 17
    • 84355163093 scopus 로고    scopus 로고
    • DNA-binding factors shape the mouse methylome at distal regulatory regions
    • Stadler MB, Murr R, Burger L, Ivanek R, Lienert F, Scholer A, et al. DNA-binding factors shape the mouse methylome at distal regulatory regions. Nature. 2011;480:490-5.
    • (2011) Nature. , vol.480 , pp. 490-495
    • Stadler, M.B.1    Murr, R.2    Burger, L.3    Ivanek, R.4    Lienert, F.5    Scholer, A.6
  • 18
    • 84857331867 scopus 로고    scopus 로고
    • Base-resolution analyses of sequence and parent-of-origin dependent DNA methylation in the mouse genome
    • Xie W, Barr CL, Kim A, Yue F, Lee AY, Eubanks J, et al. Base-resolution analyses of sequence and parent-of-origin dependent DNA methylation in the mouse genome. Cell. 2012;148:816-31.
    • (2012) Cell. , vol.148 , pp. 816-831
    • Xie, W.1    Barr, C.L.2    Kim, A.3    Yue, F.4    Lee, A.Y.5    Eubanks, J.6
  • 19
    • 84876820776 scopus 로고    scopus 로고
    • Mouse oocyte methylomes at base resolution reveal genome-wide accumulation of non-CpG methylation and role of DNA methyltransferases
    • Shirane K, Toh H, Kobayashi H, Miura F, Chiba H, Ito T, et al. Mouse oocyte methylomes at base resolution reveal genome-wide accumulation of non-CpG methylation and role of DNA methyltransferases. PLoS Genet. 2013;9:e1003439.
    • (2013) PLoS Genet. , vol.9 , pp. e1003439
    • Shirane, K.1    Toh, H.2    Kobayashi, H.3    Miura, F.4    Chiba, H.5    Ito, T.6
  • 20
    • 84901796479 scopus 로고    scopus 로고
    • The evidence for functional non-CpG methylation in mammalian cells
    • Patil V, Ward RL, Hesson LB. The evidence for functional non-CpG methylation in mammalian cells. Epigenetics. 2014;9(6):823-8.
    • (2014) Epigenetics , vol.9 , Issue.6 , pp. 823-828
    • Patil, V.1    Ward, R.L.2    Hesson, L.B.3
  • 21
    • 84923848592 scopus 로고    scopus 로고
    • Coverage recommendations for methylation analysis by whole-genome bisulfite sequencing
    • Ziller MJ, Hansen KD, Meissner A, Aryee MJ. Coverage recommendations for methylation analysis by whole-genome bisulfite sequencing. Nat Methods. 2015;12(3):230-2.
    • (2015) Nat Methods , vol.12 , Issue.3 , pp. 230-232
    • Ziller, M.J.1    Hansen, K.D.2    Meissner, A.3    Aryee, M.J.4
  • 27
    • 84931274676 scopus 로고    scopus 로고
    • Characterization of functional methylomes by next-generation capture sequencing identifies novel disease associated variants
    • Allum F, Shao X, Guénard F, Simon MM, Busche S, Caron M, et al. Characterization of functional methylomes by next-generation capture sequencing identifies novel disease associated variants. Nat Commun. 2015;6:7211.
    • (2015) Nat Commun. , vol.6 , pp. 7211
    • Allum, F.1    Shao, X.2    Guénard, F.3    Simon, M.M.4    Busche, S.5    Caron, M.6
  • 29
    • 40449141957 scopus 로고    scopus 로고
    • Whole-genome maps of USF1 and USF2 binding and histone H3 acetylation reveal new aspects of promoter structure and candidate genes for common human disorders
    • Rada-Iglesias A, Ameur A, Kapranov P, Enroth S, Komorowski J, Gingeras TR, et al. Whole-genome maps of USF1 and USF2 binding and histone H3 acetylation reveal new aspects of promoter structure and candidate genes for common human disorders. Genome Res. 2008;18:380-92.
    • (2008) Genome Res. , vol.18 , pp. 380-392
    • Rada-Iglesias, A.1    Ameur, A.2    Kapranov, P.3    Enroth, S.4    Komorowski, J.5    Gingeras, T.R.6
  • 30
    • 65549104157 scopus 로고    scopus 로고
    • Histone modifications at human enhancers reflect global cell-type-specific gene expression
    • Heintzman ND, Hon GC, Hawkins RD, Kheradpour P, Stark A, Harp LF, et al. Histone modifications at human enhancers reflect global cell-type-specific gene expression. Nature. 2009;459:108-12.
    • (2009) Nature. , vol.459 , pp. 108-112
    • Heintzman, N.D.1    Hon, G.C.2    Hawkins, R.D.3    Kheradpour, P.4    Stark, A.5    Harp, L.F.6
  • 33
    • 77952567987 scopus 로고    scopus 로고
    • Simple combinations of lineage-determining transcription factors prime cis-regulatory elements required for macrophage and B cell identities
    • Heinz S, Benner C, Spann N, Bertolino E, Lin YC, Laslo P, et al. Simple combinations of lineage-determining transcription factors prime cis-regulatory elements required for macrophage and B cell identities. Mol Cell. 2010;38:576-89.
    • (2010) Mol Cell. , vol.38 , pp. 576-589
    • Heinz, S.1    Benner, C.2    Spann, N.3    Bertolino, E.4    Lin, Y.C.5    Laslo, P.6
  • 34
    • 79958264634 scopus 로고    scopus 로고
    • Functional and physiological genomics of estrogen-related receptors (ERRs) in health and disease
    • Deblois G, Giguere V. Functional and physiological genomics of estrogen-related receptors (ERRs) in health and disease. Biochim Biophys Acta. 2011;1812:1032-40.
    • (2011) Biochim Biophys Acta. , vol.1812 , pp. 1032-1040
    • Deblois, G.1    Giguere, V.2
  • 35
    • 0242580188 scopus 로고    scopus 로고
    • Reduced fat mass in mice lacking orphan nuclear receptor estrogen-related receptor alpha
    • Luo J, Sladek R, Carrier J, Bader JA, Richard D, Giguere V. Reduced fat mass in mice lacking orphan nuclear receptor estrogen-related receptor alpha. Mol Cell Biol. 2003;23:7947-56.
    • (2003) Mol Cell Biol. , vol.23 , pp. 7947-7956
    • Luo, J.1    Sladek, R.2    Carrier, J.3    Bader, J.A.4    Richard, D.5    Giguere, V.6
  • 36
    • 0028593992 scopus 로고
    • Adipocyte-specific transcription factor ARF6 is a heterodimeric complex of two nuclear hormone receptors, PPAR gamma and RXR alpha
    • Tontonoz P, Graves RA, Budavari AI, Erdjument-Bromage H, Lui M, Hu E, et al. Adipocyte-specific transcription factor ARF6 is a heterodimeric complex of two nuclear hormone receptors, PPAR gamma and RXR alpha. Nucleic Acids Res. 1994;22:5628-34.
    • (1994) Nucleic Acids Res. , vol.22 , pp. 5628-5634
    • Tontonoz, P.1    Graves, R.A.2    Budavari, A.I.3    Erdjument-Bromage, H.4    Lui, M.5    Hu, E.6
  • 37
    • 0032537466 scopus 로고    scopus 로고
    • Nuclear factor 1 is essential for the expression of stearoyl-CoA desaturase 1 gene during preadipocyte differentiation
    • Singh MV, Ntambi JM. Nuclear factor 1 is essential for the expression of stearoyl-CoA desaturase 1 gene during preadipocyte differentiation. Biochim Biophys Acta. 1998;1398:148-56.
    • (1998) Biochim Biophys Acta. , vol.1398 , pp. 148-156
    • Singh, M.V.1    Ntambi, J.M.2
  • 38
    • 0024670271 scopus 로고
    • Mechanism of regulation of the 422(aP2) gene by cAMP during preadipocyte differentiation
    • Yang VW, Christy RJ, Cook JS, Kelly TJ, Lane MD. Mechanism of regulation of the 422(aP2) gene by cAMP during preadipocyte differentiation. Proc Natl Acad Sci U S A. 1989;86:3629-33.
    • (1989) Proc Natl Acad Sci U S A. , vol.86 , pp. 3629-3633
    • Yang, V.W.1    Christy, R.J.2    Cook, J.S.3    Kelly, T.J.4    Lane, M.D.5
  • 39
    • 79953706343 scopus 로고    scopus 로고
    • Tobacco-smoking-related differential DNA methylation: 27 K discovery and replication
    • Breitling LP, Yang R, Korn B, Burwinkel B, Brenner H. Tobacco-smoking-related differential DNA methylation: 27 K discovery and replication. Am J Hum Genet. 2011;88:450-7.
    • (2011) Am J Hum Genet. , vol.88 , pp. 450-457
    • Breitling, L.P.1    Yang, R.2    Korn, B.3    Burwinkel, B.4    Brenner, H.5
  • 40
    • 84873476594 scopus 로고    scopus 로고
    • Epigenome-wide association study in the European Prospective Investigation into Cancer and Nutrition (EPIC-Turin) identifies novel genetic loci associated with smoking
    • Shenker NS, Polidoro S, van Veldhoven K, Sacerdote C, Ricceri F, Birrell MA, et al. Epigenome-wide association study in the European Prospective Investigation into Cancer and Nutrition (EPIC-Turin) identifies novel genetic loci associated with smoking. Hum Mol Genet. 2013;22:843-51.
    • (2013) Hum Mol Genet. , vol.22 , pp. 843-851
    • Shenker, N.S.1    Polidoro, S.2    Veldhoven, K.3    Sacerdote, C.4    Ricceri, F.5    Birrell, M.A.6
  • 42
    • 84922021718 scopus 로고    scopus 로고
    • Cigarette smoking reduces DNA methylation levels at multiple genomic loci but the effect is partially reversible upon cessation
    • Tsaprouni LG, Yang TP, Bell J, Dick KJ, Kanoni S, Nisbet J, et al. Cigarette smoking reduces DNA methylation levels at multiple genomic loci but the effect is partially reversible upon cessation. Epigenetics. 2014;9:1382-96.
    • (2014) Epigenetics. , vol.9 , pp. 1382-1396
    • Tsaprouni, L.G.1    Yang, T.P.2    Bell, J.3    Dick, K.J.4    Kanoni, S.5    Nisbet, J.6
  • 45
    • 84855281409 scopus 로고    scopus 로고
    • Genomic distribution and inter-sample variation of non-CpG methylation across human cell types
    • Ziller MJ, Muller F, Liao J, Zhang Y, Gu H, Bock C, et al. Genomic distribution and inter-sample variation of non-CpG methylation across human cell types. PLoS Genet. 2011;7:e1002389.
    • (2011) PLoS Genet. , vol.7 , pp. e1002389
    • Ziller, M.J.1    Muller, F.2    Liao, J.3    Zhang, Y.4    Gu, H.5    Bock, C.6
  • 46
    • 84893740377 scopus 로고    scopus 로고
    • Distribution, recognition and regulation of non-CpG methylation in the adult mammalian brain
    • Guo JU, Su Y, Shin JH, Shin J, Li H, Xie B, et al. Distribution, recognition and regulation of non-CpG methylation in the adult mammalian brain. Nat Neurosci. 2014;17:215-22.
    • (2014) Nat Neurosci. , vol.17 , pp. 215-222
    • Guo, J.U.1    Su, Y.2    Shin, J.H.3    Shin, J.4    Li, H.5    Xie, B.6
  • 47
    • 84899710827 scopus 로고    scopus 로고
    • Anti-diabetic rosiglitazone remodels the adipocyte transcriptome by redistributing transcription to PPARgamma-driven enhancers
    • Step SE, Lim HW, Marinis JM, Prokesch A, Steger DJ, You SH, et al. Anti-diabetic rosiglitazone remodels the adipocyte transcriptome by redistributing transcription to PPARgamma-driven enhancers. Genes Dev. 2014;28:1018-28.
    • (2014) Genes Dev. , vol.28 , pp. 1018-1028
    • Step, S.E.1    Lim, H.W.2    Marinis, J.M.3    Prokesch, A.4    Steger, D.J.5    You, S.H.6
  • 48
    • 79952256739 scopus 로고    scopus 로고
    • The architecture of gene regulatory variation across multiple human tissues: the MuTHER study
    • Nica AC, Parts L, Glass D, Nisbet J, Barrett A, Sekowska M, et al. The architecture of gene regulatory variation across multiple human tissues: the MuTHER study. PLoS Genet. 2011;7:e1002003.
    • (2011) PLoS Genet. , vol.7 , pp. e1002003
    • Nica, A.C.1    Parts, L.2    Glass, D.3    Nisbet, J.4    Barrett, A.5    Sekowska, M.6
  • 49
    • 84868134071 scopus 로고    scopus 로고
    • Single nucleotide analysis of cytosine methylation by whole-genome shotgun bisulfite sequencing
    • Chapter 21:Unit21.23.
    • Johnson MD, Mueller M, Game L, Aitman TJ. Single nucleotide analysis of cytosine methylation by whole-genome shotgun bisulfite sequencing. Curr Protoc Mol Biol. 2012;Chapter 21:Unit21.23.
    • (2012) Curr Protoc Mol Biol
    • Johnson, M.D.1    Mueller, M.2    Game, L.3    Aitman, T.J.4
  • 50
    • 84863565553 scopus 로고    scopus 로고
    • Bis-SNP: Combined DNA methylation and SNP calling for Bisulfite-seq data
    • Liu Y, Siegmund KD, Laird PW, Berman BP. Bis-SNP: Combined DNA methylation and SNP calling for Bisulfite-seq data. Genome Biol. 2012;13:R61.
    • (2012) Genome Biol. , vol.13 , pp. R61
    • Liu, Y.1    Siegmund, K.D.2    Laird, P.W.3    Berman, B.P.4
  • 51
    • 84866742598 scopus 로고    scopus 로고
    • Association of LIPA gene polymorphisms with obesity-related metabolic complications among severely obese patients
    • Guenard F, Houde A, Bouchard L, Tchernof A, Deshaies Y, Biron S, et al. Association of LIPA gene polymorphisms with obesity-related metabolic complications among severely obese patients. Obesity (Silver Spring). 2012;20:2075-82.
    • (2012) Obesity (Silver Spring) , vol.20 , pp. 2075-2082
    • Guenard, F.1    Houde, A.2    Bouchard, L.3    Tchernof, A.4    Deshaies, Y.5    Biron, S.6
  • 52
    • 84887129039 scopus 로고    scopus 로고
    • LINE-1 methylation in visceral adipose tissue of severely obese individuals is associated with metabolic syndrome status and related phenotypes
    • Turcot V, Tchernof A, Deshaies Y, Perusse L, Belisle A, Marceau S, et al. LINE-1 methylation in visceral adipose tissue of severely obese individuals is associated with metabolic syndrome status and related phenotypes. Clin Epigenetics. 2012;4:10.
    • (2012) Clin Epigenetics. , vol.4 , pp. 10
    • Turcot, V.1    Tchernof, A.2    Deshaies, Y.3    Perusse, L.4    Belisle, A.5    Marceau, S.6
  • 53
    • 84864483625 scopus 로고    scopus 로고
    • RobiNA: a user-friendly, integrated software solution for RNA-Seq-based transcriptomics
    • Lohse M, Bolger A, Nagel A, Fernie AR, Lunn JE, Stitt M, et al. RobiNA: a user-friendly, integrated software solution for RNA-Seq-based transcriptomics. Nucleic Acids Res. 2012;40(Web Server issue):W622-7.
    • (2012) Nucleic Acids Res , vol.40 , Issue.WEB SERVER ISSUE , pp. W622-W627
    • Lohse, M.1    Bolger, A.2    Nagel, A.3    Fernie, A.R.4    Lunn, J.E.5    Stitt, M.6
  • 54
    • 65449136284 scopus 로고    scopus 로고
    • TopHat: discovering splice junctions with RNA-Seq
    • Trapnell C, Pachter L, Salzberg SL. TopHat: discovering splice junctions with RNA-Seq. Bioinformatics. 2009;25:1105-11.
    • (2009) Bioinformatics. , vol.25 , pp. 1105-1111
    • Trapnell, C.1    Pachter, L.2    Salzberg, S.L.3
  • 55
    • 62349130698 scopus 로고    scopus 로고
    • Ultrafast and memory-efficient alignment of short DNA sequences to the human genome
    • Langmead B, Trapnell C, Pop M, Salzberg SL. Ultrafast and memory-efficient alignment of short DNA sequences to the human genome. Genome Biol. 2009;10:R25.
    • (2009) Genome Biol. , vol.10 , pp. R25
    • Langmead, B.1    Trapnell, C.2    Pop, M.3    Salzberg, S.L.4
  • 56
    • 77958471357 scopus 로고    scopus 로고
    • Differential expression analysis for sequence count data
    • Anders S, Huber W. Differential expression analysis for sequence count data. Genome Biol. 2010;11:R106.
    • (2010) Genome Biol. , vol.11 , pp. R106
    • Anders, S.1    Huber, W.2
  • 57
    • 77951770756 scopus 로고    scopus 로고
    • BEDTools: a flexible suite of utilities for comparing genomic features
    • Quinlan AR, Hall IM. BEDTools: a flexible suite of utilities for comparing genomic features. Bioinformatics. 2010;26:841-2.
    • (2010) Bioinformatics. , vol.26 , pp. 841-842
    • Quinlan, A.R.1    Hall, I.M.2
  • 58
    • 79961135005 scopus 로고    scopus 로고
    • Vienna, Austria: the R Foundation for Statistical Computing
    • R Development Core Team. R: A language and environment for statistical computing. Vienna, Austria: the R Foundation for Statistical Computing; 2011.
    • (2011) R: A language and environment for statistical computing
  • 59
    • 34047192976 scopus 로고    scopus 로고
    • DNA familial binding profiles made easy: comparison of various motif alignment and clustering strategies
    • Mahony S, Auron PE, Benos PV. DNA familial binding profiles made easy: comparison of various motif alignment and clustering strategies. PLoS Comput Biol. 2007;3:e61.
    • (2007) PLoS Comput Biol. , vol.3 , pp. e61
    • Mahony, S.1    Auron, P.E.2    Benos, P.V.3


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