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Volumn 10, Issue 7, 2015, Pages 662-669

A systematic study of normalization methods for Infinium 450K methylation data using whole-genome bisulfite sequencing data

Author keywords

DNA methylation; Epigenetics; Illumina 450K; Microarray; Normalization; Whole genome bisulfite sequencing (WGBS)

Indexed keywords

BISULFITE; HYDROGEN SULFITE; SULFITE;

EID: 84943756057     PISSN: 15592294     EISSN: 15592308     Source Type: Journal    
DOI: 10.1080/15592294.2015.1057384     Document Type: Article
Times cited : (60)

References (22)
  • 1
    • 0019318994 scopus 로고
    • DNA methylation and gene function
    • PMID: 6254144
    • Razin A, Riggs AD. DNA methylation and gene function. Science 1980; 210: 604-10; PMID: 6254144; http://dx. doi. org/10. 1126/science. 6254144.
    • (1980) Science , vol.210 , pp. 604-610
    • Razin, A.1    Riggs, A.D.2
  • 2
    • 80054924893 scopus 로고    scopus 로고
    • Epigenetics of asthma
    • PMID: 21397662
    • Durham AL, Wiegman C, Adcock IM. Epigenetics of asthma. Biochim Biophys Acta 2011; 1810: 1103-9; PMID: 21397662; http://dx. doi. org/10. 1016/j. bbagen. 2011. 03. 006.
    • (2011) Biochim Biophys Acta , vol.1810 , pp. 1103-1109
    • Durham, A.L.1    Wiegman, C.2    Adcock, I.M.3
  • 3
    • 84863986133 scopus 로고    scopus 로고
    • Functions of DNA methylation: Islands, start sites, gene bodies and beyond
    • PMID: 22641018
    • Jones PA. Functions of DNA methylation: islands, start sites, gene bodies and beyond. Nat Rev Genet 2012; 13: 484-92; PMID: 22641018; http://dx. doi. org/10. 1038/nrg3230.
    • (2012) Nat Rev Genet , vol.13 , pp. 484-492
    • Jones, P.A.1
  • 5
    • 82455206314 scopus 로고    scopus 로고
    • Evaluation of the infinium methylation 450K technology
    • PMID: 22126295
    • Dedeurwaerder S, Defrance M, Calonne E, Denis H, Sotiriou C, Fuks F. Evaluation of the infinium methylation 450K technology. Epigenomics 2011; 3: 771-84; PMID: 22126295; http://dx. doi. org/10. 2217/epi. 11. 105.
    • (2011) Epigenomics , vol.3 , pp. 771-784
    • Dedeurwaerder, S.1    Defrance, M.2    Calonne, E.3    Denis, H.4    Sotiriou, C.5    Fuks, F.6
  • 6
    • 0037316303 scopus 로고    scopus 로고
    • A comparison of normalization methods for high density oligonucleotide array data based on variance and bias
    • PMID: 12538238
    • Bolstad BM, Irizarry RA, Astrand M, Speed TP. A comparison of normalization methods for high density oligonucleotide array data based on variance and bias. Bioinformatics 2003; 19: 185-93; PMID: 12538238; http://dx. doi. org/10. 1093/bioinformatics/19. 2. 185.
    • (2003) Bioinformatics , vol.19 , pp. 185-193
    • Bolstad, B.M.1    Irizarry, R.A.2    Astrand, M.3    Speed, T.P.4
  • 7
    • 84887485993 scopus 로고    scopus 로고
    • Considerations for normalization of DNA methylation data by Illumina 450K BeadChip assay in population studies
    • PMID: 23959097
    • Yousefi P, Huen K, Schall RA, Decker A, Elboudwarej E, Quach H, Barcellos L, Holland N. Considerations for normalization of DNA methylation data by Illumina 450K BeadChip assay in population studies. Epigenetics 2013; 8: 1141-52; PMID: 23959097; http://dx. doi. org/10. 4161/epi. 26037.
    • (2013) Epigenetics , vol.8 , pp. 1141-1152
    • Yousefi, P.1    Huen, K.2    Schall, R.A.3    Decker, A.4    Elboudwarej, E.5    Quach, H.6    Barcellos, L.7    Holland, N.8
  • 8
    • 84862173149 scopus 로고    scopus 로고
    • SWAN: Subsetquantile within array normalization for illumina infinium HumanMethylation450 BeadChips
    • PMID: 22703947
    • Maksimovic J, Gordon L, Oshlack A. SWAN: Subsetquantile within array normalization for illumina infinium HumanMethylation450 BeadChips. Genome Biol 2012; 13: R44; PMID: 22703947; http://dx. doi. org/10. 1186/gb-2012-13-6-r44.
    • (2012) Genome Biol , vol.13
    • Maksimovic, J.1    Gordon, L.2    Oshlack, A.3
  • 9
    • 84862266444 scopus 로고    scopus 로고
    • Complete pipeline for Infinium ((R)) Human Methylation 450K BeadChip data processing using subset quantile normalization for accurate DNA methylation estimation
    • PMID: 22690668
    • Touleimat N, Tost J. Complete pipeline for Infinium ((R)) Human Methylation 450K BeadChip data processing using subset quantile normalization for accurate DNA methylation estimation. Epigenomics 2012; 4: 325-41; PMID: 22690668; http://dx. doi. org/10. 2217/epi. 12. 21.
    • (2012) Epigenomics , vol.4 , pp. 325-341
    • Touleimat, N.1    Tost, J.2
  • 10
    • 84876806540 scopus 로고    scopus 로고
    • A data-driven approach to preprocessing Illumina 450K methylation array data
    • PMID: 23631413
    • Pidsley R, Y Wong CC, Volta M, Lunnon K, Mill J, Schalkwyk LC. A data-driven approach to preprocessing Illumina 450K methylation array data. BMC Genomics 2013; 14: 293; PMID: 23631413; http://dx. doi. org/10. 1186/1471-2164-14-293.
    • (2013) BMC Genomics , vol.14 , pp. 293
    • Pidsley, R.1    Wong, Y.C.C.2    Volta, M.3    Lunnon, K.4    Mill, J.5    Schalkwyk, L.C.6
  • 11
    • 84872564830 scopus 로고    scopus 로고
    • A beta-mixture quantile normalization method for correcting probe design bias in Illumina Infinium 450 k DNA methylation data
    • PMID: 23175756
    • Teschendorff AE, Marabita F, Lechner M, Bartlett T, Tegner J, Gomez-Cabrero D, Beck S. A beta-mixture quantile normalization method for correcting probe design bias in Illumina Infinium 450 k DNA methylation data. Bioinformatics 2013; 29: 189-96; PMID: 23175756; http://dx. doi. org/10. 1093/bioinformatics/bts680.
    • (2013) Bioinformatics , vol.29 , pp. 189-196
    • Teschendorff, A.E.1    Marabita, F.2    Lechner, M.3    Bartlett, T.4    Tegner, J.5    Gomez-Cabrero, D.6    Beck, S.7
  • 12
    • 84893852621 scopus 로고    scopus 로고
    • A comprehensive overview of Infinium HumanMethylation450 data processing
    • PMID: 23990268
    • Dedeurwaerder S, Defrance M, Bizet M, Calonne E, Bontempi G, Fuks F. A comprehensive overview of Infinium HumanMethylation450 data processing. Brief Bioinform 2013; 15(6): 929-41; PMID: 23990268.
    • (2013) Brief Bioinform , vol.15 , Issue.6 , pp. 929-941
    • Dedeurwaerder, S.1    Defrance, M.2    Bizet, M.3    Calonne, E.4    Bontempi, G.5    Fuks, F.6
  • 14
    • 84892564202 scopus 로고    scopus 로고
    • A systematic assessment of normalization approaches for the Infinium 450K methylation platform
    • PMID: 24241353
    • Wu MC, Joubert BR, Kuan PF, Haberg SE, Nystad W, Peddada SD, London SJ. A systematic assessment of normalization approaches for the Infinium 450K methylation platform. Epigenetics 2014; 9: 318-29; PMID: 24241353; http://dx. doi. org/10. 4161/epi. 27119.
    • (2014) Epigenetics , vol.9 , pp. 318-329
    • Wu, M.C.1    Joubert, B.R.2    Kuan, P.F.3    Haberg, S.E.4    Nystad, W.5    Peddada, S.D.6    London, S.J.7
  • 15
    • 77957932941 scopus 로고    scopus 로고
    • Comparison of sequencing-based methods to profile DNA methylation and identification of monoallelic epigenetic modifications
    • PMID: 20852635
    • Harris RA, Wang T, Coarfa C, Nagarajan RP, Hong C, Downey SL, Johnson BE, Fouse SD, Delaney A, Zhao Y, et al. Comparison of sequencing-based methods to profile DNA methylation and identification of monoallelic epigenetic modifications. Nat Biotechnol 2010; 28: 1097-105; PMID: 20852635; http://dx. doi. org/10. 1038/nbt. 1682.
    • (2010) Nat Biotechnol , vol.28 , pp. 1097-1105
    • Harris, R.A.1    Wang, T.2    Coarfa, C.3    Nagarajan, R.P.4    Hong, C.5    Downey, S.L.6    Johnson, B.E.7    Fouse, S.D.8    Delaney, A.9    Zhao, Y.10
  • 16
    • 84860572791 scopus 로고    scopus 로고
    • Epigenome-wide scans identify differentially methylated regions for age and age-related phenotypes in a healthy ageing population
    • PMID: 22532803
    • Bell JT, Tsai PC, Yang TP, Pidsley R, Nisbet J, Glass D, Mangino M, Zhai G, Zhang F, Valdes A, et al. Epigenome-wide scans identify differentially methylated regions for age and age-related phenotypes in a healthy ageing population. PLoS Genet 2012; 8: e1002629; PMID: 22532803; http://dx. doi. org/10. 1371/journal. pgen. 1002629.
    • (2012) PLoS Genet , vol.8
    • Bell, J.T.1    Tsai, P.C.2    Yang, T.P.3    Pidsley, R.4    Nisbet, J.5    Glass, D.6    Mangino, M.7    Zhai, G.8    Zhang, F.9    Valdes, A.10
  • 17
    • 59149084538 scopus 로고    scopus 로고
    • The human colon cancer methylome shows similar hypo-and hypermethylation at conserved tissue-specific CpG island shores
    • PMID: 19151715
    • Irizarry RA, Ladd-Acosta C, Wen B, Wu Z, Montano C, Onyango P, Cui H, Gabo K, Rongione M, Webster M, et al. The human colon cancer methylome shows similar hypo-and hypermethylation at conserved tissue-specific CpG island shores. Nat Genet 2009; 41: 178-86; PMID: 19151715; http://dx. doi. org/10. 1038/ng. 298.
    • (2009) Nat Genet , vol.41 , pp. 178-186
    • Irizarry, R.A.1    Ladd-Acosta, C.2    Wen, B.3    Wu, Z.4    Montano, C.5    Onyango, P.6    Cui, H.7    Gabo, K.8    Rongione, M.9    Webster, M.10
  • 18
    • 3242772090 scopus 로고    scopus 로고
    • DNA methylation profiles of CpG islands for cellular differentiation and development in mammals
    • PMID: 15237220
    • Shiota K. DNA methylation profiles of CpG islands for cellular differentiation and development in mammals. Cytogenet Genome Res 2004; 105: 325-34; PMID: 15237220; http://dx. doi. org/10. 1159/000078205.
    • (2004) Cytogenet Genome Res , vol.105 , pp. 325-334
    • Shiota, K.1
  • 19
    • 67649854923 scopus 로고    scopus 로고
    • High-throughput bisulfite sequencing in mammalian genomes
    • PMID: 19442738
    • Smith ZD, Gu H, Bock C, Gnirke A, Meissner A. High-throughput bisulfite sequencing in mammalian genomes. Methods 2009; 48: 226-32; PMID: 19442738; http://dx. doi. org/10. 1016/j. ymeth. 2009. 05. 003.
    • (2009) Methods , vol.48 , pp. 226-232
    • Smith, Z.D.1    Gu, H.2    Bock, C.3    Gnirke, A.4    Meissner, A.5
  • 20
    • 79957868920 scopus 로고    scopus 로고
    • Bismark: A flexible aligner and methylation caller for Bisulfite-Seq applications
    • PMID: 21493656
    • Krueger F, Andrews SR. Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications. Bioinformatics 2011; 27: 1571-2; PMID: 21493656; http://dx. doi. org/10. 1093/bioinformatics/btr167.
    • (2011) Bioinformatics , vol.27 , pp. 1571-1572
    • Krueger, F.1    Andrews, S.R.2
  • 21
    • 46249088370 scopus 로고    scopus 로고
    • lumi: A pipeline for processing Illumina microarray
    • PMID: 18467348
    • Du P, Kibbe WA, Lin SM. lumi: a pipeline for processing Illumina microarray. Bioinformatics 2008; 24: 1547-8; PMID: 18467348; http://dx. doi. org/10. 1093/bioinformatics/btn224.
    • (2008) Bioinformatics , vol.24 , pp. 1547-1548
    • Du, P.1    Kibbe, W.A.2    Lin, S.M.3
  • 22
    • 84897548625 scopus 로고    scopus 로고
    • Minfi: A flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays
    • PMID: 24478339
    • Aryee MJ, Jaffe AE, Corrada-Bravo H, Ladd-Acosta C, Feinberg AP, Hansen KD, Irizarry RA. Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays. Bioinformatics 2014; 30: 1363-9; PMID: 24478339; http://dx. doi. org/10. 1093/bioinformatics/btu049.
    • (2014) Bioinformatics , vol.30 , pp. 1363-1369
    • Aryee, M.J.1    Jaffe, A.E.2    Corrada-Bravo, H.3    Ladd-Acosta, C.4    Feinberg, A.P.5    Hansen, K.D.6    Irizarry, R.A.7


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