메뉴 건너뛰기




Volumn 18, Issue 1, 2017, Pages

Comparison of different cell type correction methods for genome-scale epigenetics studies

Author keywords

Cell type composition; CpG sites; Genome scale DNA methylation; Surrogate variables

Indexed keywords

ALKYLATION; ALUMINUM; BLOOD; CYTOLOGY; DNA; ESTIMATION; GENES; METHYLATION;

EID: 85018522240     PISSN: None     EISSN: 14712105     Source Type: Journal    
DOI: 10.1186/s12859-017-1611-2     Document Type: Article
Times cited : (64)

References (49)
  • 4
    • 84893192328 scopus 로고    scopus 로고
    • Accounting for cellular heterogeneity is critical in epigenome-wide association studies
    • Jaffe AE, Irizarry RA. Accounting for cellular heterogeneity is critical in epigenome-wide association studies. Genome Biol. 2014;15(2):R31.
    • (2014) Genome Biol , vol.15 , Issue.2 , pp. R31
    • Jaffe, A.E.1    Irizarry, R.A.2
  • 7
    • 84900824657 scopus 로고    scopus 로고
    • Reference-free cell mixture adjustments in analysis of DNA methylation data
    • Houseman EA, Molitor J, Marsit CJ. Reference-free cell mixture adjustments in analysis of DNA methylation data. Bioinformatics. 2014;30(10):1431-9.
    • (2014) Bioinformatics , vol.30 , Issue.10 , pp. 1431-1439
    • Houseman, E.A.1    Molitor, J.2    Marsit, C.J.3
  • 9
    • 34848914038 scopus 로고    scopus 로고
    • Capturing heterogeneity in gene expression studies by surrogate variable analysis
    • Leek JT, Storey JD. Capturing heterogeneity in gene expression studies by surrogate variable analysis. Plos Genet. 2007;3(9):1724-35.
    • (2007) Plos Genet , vol.3 , Issue.9 , pp. 1724-1735
    • Leek, J.T.1    Storey, J.D.2
  • 11
    • 84961644237 scopus 로고    scopus 로고
    • Which methods to choose to correct cell types in genome-scale blood-derived DNA methylation data?
    • Kaushal A, Zhang H, Karmaus WJJ, Wang JSL. Which methods to choose to correct cell types in genome-scale blood-derived DNA methylation data? BMC Bioinformatics. 2015;16 Suppl 15:7.
    • (2015) BMC Bioinformatics , vol.16 , pp. 7
    • Kaushal, A.1    Zhang, H.2    Karmaus, W.J.J.3    Wang, J.S.L.4
  • 14
    • 27744490130 scopus 로고    scopus 로고
    • In utero exposure to dioxins and polychlorinated biphenyls and its relations to thyroid function and growth hormone in newborns
    • Wang S-L, Su P-H, Jong S-B, Guo YL, Chou W-L, Päpke O. In utero exposure to dioxins and polychlorinated biphenyls and its relations to thyroid function and growth hormone in newborns. Environ Health Perspect. 2005;113:1645-50.
    • (2005) Environ Health Perspect , vol.113 , pp. 1645-1650
    • Wang, S.-L.1    Su, P.-H.2    Jong, S.-B.3    Guo, Y.L.4    Chou, W.-L.5    Päpke, O.6
  • 15
    • 84925318667 scopus 로고    scopus 로고
    • Arsenic induces diabetic effects through beta-cell dysfunction and increased gluconeogenesis in mice
    • Liu S, Guo X, Wu B, Yu H, Zhang X, Li M. Arsenic induces diabetic effects through beta-cell dysfunction and increased gluconeogenesis in mice. Sci Rep. 2014;4:6894.
    • (2014) Sci Rep , vol.4 , pp. 6894
    • Liu, S.1    Guo, X.2    Wu, B.3    Yu, H.4    Zhang, X.5    Li, M.6
  • 16
    • 84897945528 scopus 로고    scopus 로고
    • Monomethylarsonous acid inhibited endogenous cholesterol biosynthesis in human skin fibroblasts
    • Guo L, Xiao Y, Wang Y. Monomethylarsonous acid inhibited endogenous cholesterol biosynthesis in human skin fibroblasts. Toxicol Appl Pharmacol. 2014;277(1):21-9.
    • (2014) Toxicol Appl Pharmacol , vol.277 , Issue.1 , pp. 21-29
    • Guo, L.1    Xiao, Y.2    Wang, Y.3
  • 17
    • 77649253288 scopus 로고    scopus 로고
    • MicroRNAs add a new dimension to cardiovascular disease
    • Small EM, Frost RJ, Olson EN. MicroRNAs add a new dimension to cardiovascular disease. Circulation. 2010;121(8):1022-32.
    • (2010) Circulation , vol.121 , Issue.8 , pp. 1022-1032
    • Small, E.M.1    Frost, R.J.2    Olson, E.N.3
  • 18
    • 33747760017 scopus 로고    scopus 로고
    • Mode shifts in the voltage gating of the mouse and human HCN2 and HCN4 channels
    • Elinder F, Mannikko R, Pandey S, Larsson HP. Mode shifts in the voltage gating of the mouse and human HCN2 and HCN4 channels. J Physiol. 2006;575(Pt 2):417-31.
    • (2006) J Physiol , vol.575 , pp. 417-431
    • Elinder, F.1    Mannikko, R.2    Pandey, S.3    Larsson, H.P.4
  • 19
    • 34249106468 scopus 로고    scopus 로고
    • Chronic arsenic exposure and cardiac repolarization abnormalities with QT interval prolongation in a population-based study
    • Mumford JL, Wu K, Xia Y, Kwok R, Yang Z, Foster J, Sanders WE. Chronic arsenic exposure and cardiac repolarization abnormalities with QT interval prolongation in a population-based study. Environ Health Perspect. 2007;115(5):690-4.
    • (2007) Environ Health Perspect , vol.115 , Issue.5 , pp. 690-694
    • Mumford, J.L.1    Wu, K.2    Xia, Y.3    Kwok, R.4    Yang, Z.5    Foster, J.6    Sanders, W.E.7
  • 26
    • 0025313348 scopus 로고
    • Cell sodium-induced recruitment of Na(+)-K(+)-ATPase pumps in rabbit cortical collecting tubules is aldosterone-dependent
    • Blot-Chabaud M, Wanstok F, Bonvalet JP, Farman N. Cell sodium-induced recruitment of Na(+)-K(+)-ATPase pumps in rabbit cortical collecting tubules is aldosterone-dependent. J Biol Chem. 1990;265(20):11676-81.
    • (1990) J Biol Chem , vol.265 , Issue.20 , pp. 11676-11681
    • Blot-Chabaud, M.1    Wanstok, F.2    Bonvalet, J.P.3    Farman, N.4
  • 28
    • 0035052298 scopus 로고    scopus 로고
    • Arsenic induces DNA damage via reactive oxygen species in human cells
    • Li D, Morimoto K, Takeshita T, Lu Y. Arsenic induces DNA damage via reactive oxygen species in human cells. Environ Health Prev Med. 2001;6(1):27-32.
    • (2001) Environ Health Prev Med , vol.6 , Issue.1 , pp. 27-32
    • Li, D.1    Morimoto, K.2    Takeshita, T.3    Lu, Y.4
  • 29
    • 0036260697 scopus 로고    scopus 로고
    • Cellular response to oxidative stress: signaling for suicide and survival
    • Martindale JL, Holbrook NJ. Cellular response to oxidative stress: signaling for suicide and survival. J Cell Physiol. 2002;192(1):1-15.
    • (2002) J Cell Physiol , vol.192 , Issue.1 , pp. 1-15
    • Martindale, J.L.1    Holbrook, N.J.2
  • 30
    • 84880267827 scopus 로고    scopus 로고
    • Reactive oxygen species in the activation of MAP kinases
    • Son Y, Kim S, Chung HT, Pae HO. Reactive oxygen species in the activation of MAP kinases. Methods Enzymol. 2013;528:27-48.
    • (2013) Methods Enzymol , vol.528 , pp. 27-48
    • Son, Y.1    Kim, S.2    Chung, H.T.3    Pae, H.O.4
  • 31
    • 36348942314 scopus 로고    scopus 로고
    • Gender specific differences in levels of DNA methylation at selected loci from human total blood: a tendency toward higher methylation levels in males
    • El-Maarri O, Becker T, Junen J, Manzoor SS, Diaz-Lacava A, Schwaab R, Wienker T, Oldenburg J. Gender specific differences in levels of DNA methylation at selected loci from human total blood: a tendency toward higher methylation levels in males. Hum Genet. 2007;122(5):505-14.
    • (2007) Hum Genet , vol.122 , Issue.5 , pp. 505-514
    • El-Maarri, O.1    Becker, T.2    Junen, J.3    Manzoor, S.S.4    Diaz-Lacava, A.5    Schwaab, R.6    Wienker, T.7    Oldenburg, J.8
  • 33
    • 84884784742 scopus 로고    scopus 로고
    • Age-associated epigenetic drift: implications, and a case of epigenetic thrift?
    • Teschendorff AE, West J, Beck S. Age-associated epigenetic drift: implications, and a case of epigenetic thrift? Hum Mol Genet. 2013;22(R1):R7-R15.
    • (2013) Hum Mol Genet , vol.22 , Issue.R1 , pp. R7-R15
    • Teschendorff, A.E.1    West, J.2    Beck, S.3
  • 39
    • 84862250978 scopus 로고    scopus 로고
    • Using control genes to correct for unwanted variation in microarray data
    • Gagnon-Bartsch JA, Speed TP. Using control genes to correct for unwanted variation in microarray data. Biostatistics. 2012;13(3):539-52.
    • (2012) Biostatistics , vol.13 , Issue.3 , pp. 539-552
    • Gagnon-Bartsch, J.A.1    Speed, T.P.2
  • 40
    • 84895540377 scopus 로고    scopus 로고
    • Epigenome-wide association studies without the need for cell-type composition
    • Zou J, Lippert C, Heckerman D, Aryee M, Listgarten J. Epigenome-wide association studies without the need for cell-type composition. Nat Methods. 2014;11(3):309-11.
    • (2014) Nat Methods , vol.11 , Issue.3 , pp. 309-311
    • Zou, J.1    Lippert, C.2    Heckerman, D.3    Aryee, M.4    Listgarten, J.5
  • 42
    • 34848914038 scopus 로고    scopus 로고
    • Capturing heterogeneity in gene expression studies by surrogate variable analysis
    • Leek JT, Storey JD. Capturing heterogeneity in gene expression studies by surrogate variable analysis. Plos Genet. 2007;3(9):e161.
    • (2007) Plos Genet , vol.3 , Issue.9
    • Leek, J.T.1    Storey, J.D.2
  • 43
    • 85013073235 scopus 로고    scopus 로고
    • Correcting for Sample Heterogeneity in Methylome-Wide Association Studies
    • Zou JY. Correcting for Sample Heterogeneity in Methylome-Wide Association Studies. Methods Mol Biol. 2015;1589:107-14.
    • (2015) Methods Mol Biol , vol.1589 , pp. 107-114
    • Zou, J.Y.1
  • 44
    • 84980090975 scopus 로고
    • The distribution of the flora in the alpine zone
    • Jaccard P. The distribution of the flora in the alpine zone. New phytologist. 1912;11:37-50.
    • (1912) New phytologist. , vol.11 , pp. 37-50
    • Jaccard, P.1
  • 45
    • 61449172037 scopus 로고    scopus 로고
    • Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources
    • da Huang W, Sherman BT, Lempicki RA. Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources. Nat Protoc. 2009;4(1):44-57.
    • (2009) Nat Protoc , vol.4 , Issue.1 , pp. 44-57
    • Huang, W.1    Sherman, B.T.2    Lempicki, R.A.3
  • 46
    • 58549112996 scopus 로고    scopus 로고
    • Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists
    • da Huang W, Sherman BT, Lempicki RA. Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists. Nucleic Acids Res. 2009;37(1):1-13.
    • (2009) Nucleic Acids Res , vol.37 , Issue.1 , pp. 1-13
    • Huang, W.1    Sherman, B.T.2    Lempicki, R.A.3
  • 48
    • 84891760956 scopus 로고    scopus 로고
    • Data, information, knowledge and principle: back to metabolism in KEGG
    • Kanehisa M, Goto S, Sato Y, Kawashima M, Furumichi M, Tanabe M. Data, information, knowledge and principle: back to metabolism in KEGG. Nucleic Acids Res. 2014;42(Database issue):D199-205.
    • (2014) Nucleic Acids Res , vol.42 , Issue.DATABASE ISSUE , pp. D199-D205
    • Kanehisa, M.1    Goto, S.2    Sato, Y.3    Kawashima, M.4    Furumichi, M.5    Tanabe, M.6
  • 49
    • 0033982936 scopus 로고    scopus 로고
    • KEGG: kyoto encyclopedia of genes and genomes
    • Kanehisa M, Goto S. KEGG: kyoto encyclopedia of genes and genomes. Nucleic Acids Res. 2000;28(1):27-30.
    • (2000) Nucleic Acids Res , vol.28 , Issue.1 , pp. 27-30
    • Kanehisa, M.1    Goto, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.