메뉴 건너뛰기




Volumn 18, Issue 1, 2017, Pages

Avoiding the pitfalls of gene set enrichment analysis with SetRank

Author keywords

Algorithm; Functional genomics; Gene set enrichment analysis; GSEA; Pathway analysis; R package; Sample source bias; Web interface

Indexed keywords

ALGORITHMS; BENCHMARKING;

EID: 85014350524     PISSN: None     EISSN: 14712105     Source Type: Journal    
DOI: 10.1186/s12859-017-1571-6     Document Type: Article
Times cited : (90)

References (39)
  • 2
    • 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):199-205. doi: 10.1093/nar/gkt1076.
    • (2014) Nucleic Acids Res , vol.42 , Issue.DATABASE ISSUE , pp. 199-205
    • Kanehisa, M.1    Goto, S.2    Sato, Y.3    Kawashima, M.4    Furumichi, M.5    Tanabe, M.6
  • 6
    • 21144455401 scopus 로고    scopus 로고
    • Effects of threshold choice on biological conclusions reached during analysis of gene expression by dna microarrays
    • Pan K-H, Lih C-J, Cohen SN. Effects of threshold choice on biological conclusions reached during analysis of gene expression by dna microarrays. Proc Natl Acad Sci U S A. 2005;102(25):8961-5. doi: 10.1073/pnas.0502674102.
    • (2005) Proc Natl Acad Sci U S A , vol.102 , Issue.25 , pp. 8961-8965
    • Pan, K.-H.1    Lih, C.-J.2    Cohen, S.N.3
  • 7
    • 84896716464 scopus 로고    scopus 로고
    • A comparison of gene set analysis methods in terms of sensitivity, prioritization and specificity
    • Tarca AL, Bhatti G, Romero R. A comparison of gene set analysis methods in terms of sensitivity, prioritization and specificity. PLoS One. 2013;8(11):79217. doi: 10.1371/journal.pone.0079217.
    • (2013) PLoS One , vol.8 , Issue.11 , pp. 79217
    • Tarca, A.L.1    Bhatti, G.2    Romero, R.3
  • 8
    • 34047230770 scopus 로고    scopus 로고
    • Discovering motifs in ranked lists of dna sequences
    • Eden E, Lipson D, Yogev S, Yakhini Z. Discovering motifs in ranked lists of dna sequences. PLoS Comput Biol. 2007;3(3):39. doi: 10.1371/journal.pcbi.0030039.
    • (2007) PLoS Comput Biol , vol.3 , Issue.3 , pp. 39
    • Eden, E.1    Lipson, D.2    Yogev, S.3    Yakhini, Z.4
  • 9
    • 60849139395 scopus 로고    scopus 로고
    • Gorilla: a tool for discovery and visualization of enriched go terms in ranked gene lists
    • Eden E, Navon R, Steinfeld I, Lipson D, Yakhini Z. Gorilla: a tool for discovery and visualization of enriched go terms in ranked gene lists. BMC Bioinformatics. 2009;10:48. doi: 10.1186/1471-2105-10-48.
    • (2009) BMC Bioinformatics , vol.10 , pp. 48
    • Eden, E.1    Navon, R.2    Steinfeld, I.3    Lipson, D.4    Yakhini, Z.5
  • 10
    • 84862275365 scopus 로고    scopus 로고
    • Down-weighting overlapping genes improves gene set analysis
    • Tarca AL, Draghici S, Bhatti G, Romero R. Down-weighting overlapping genes improves gene set analysis. BMC Bioinformatics. 2012;13:136. doi: 10.1186/1471-2105-13-136.
    • (2012) BMC Bioinformatics , vol.13 , pp. 136
    • Tarca, A.L.1    Draghici, S.2    Bhatti, G.3    Romero, R.4
  • 11
    • 24044440971 scopus 로고    scopus 로고
    • Bingo: a cytoscape plugin to assess overrepresentation of gene ontology categories in biological networks
    • Maere S, Heymans K, Kuiper M. Bingo: a cytoscape plugin to assess overrepresentation of gene ontology categories in biological networks. Bioinformatics. 2005;21(16):3448-9. doi: 10.1093/bioinformatics/bti551.
    • (2005) Bioinformatics , vol.21 , Issue.16 , pp. 3448-3449
    • Maere, S.1    Heymans, K.2    Kuiper, M.3
  • 12
    • 33745626459 scopus 로고    scopus 로고
    • Improved scoring of functional groups from gene expression data by decorrelating go graph structure
    • Alexa A, Rahnenführer J, Lengauer T. Improved scoring of functional groups from gene expression data by decorrelating go graph structure. Bioinformatics. 2006;22(13):1600-7. doi: 10.1093/bioinformatics/btl140.
    • (2006) Bioinformatics , vol.22 , Issue.13 , pp. 1600-1607
    • Alexa, A.1    Rahnenführer, J.2    Lengauer, T.3
  • 13
    • 33748690756 scopus 로고    scopus 로고
    • Adgo: analysis of differentially expressed gene sets using composite go annotation
    • Nam D, Kim S-B, Kim S-K, Yang S, Kim S-Y, Chu I-S. Adgo: analysis of differentially expressed gene sets using composite go annotation. Bioinformatics. 2006;22(18):2249-53. doi: 10.1093/bioinformatics/btl378.
    • (2006) Bioinformatics , vol.22 , Issue.18 , pp. 2249-2253
    • Nam, D.1    Kim, S.-B.2    Kim, S.-K.3    Yang, S.4    Kim, S.-Y.5    Chu, I.-S.6
  • 14
    • 55049103705 scopus 로고    scopus 로고
    • A probabilistic generative model for go enrichment analysis
    • Lu Y, Rosenfeld R, Simon I, Nau GJ, Bar-Joseph Z. A probabilistic generative model for go enrichment analysis. Nucleic Acids Res. 2008;36(17):109. doi: 10.1093/nar/gkn434.
    • (2008) Nucleic Acids Res , vol.36 , Issue.17 , pp. 109
    • Lu, Y.1    Rosenfeld, R.2    Simon, I.3    Nau, G.J.4    Bar-Joseph, Z.5
  • 15
    • 77954376945 scopus 로고    scopus 로고
    • Going bayesian: model-based gene set analysis of genome-scale data
    • Bauer S, Gagneur J, Robinson PN. Going bayesian: model-based gene set analysis of genome-scale data. Nucleic Acids Res. 2010;38(11):3523-32. doi: 10.1093/nar/gkq045.
    • (2010) Nucleic Acids Res , vol.38 , Issue.11 , pp. 3523-3532
    • Bauer, S.1    Gagneur, J.2    Robinson, P.N.3
  • 16
    • 33846689706 scopus 로고    scopus 로고
    • Using gostats to test gene lists for go term association
    • Falcon S, Gentleman R. Using gostats to test gene lists for go term association. Bioinformatics. 2007;23(2):257-8. doi: 10.1093/bioinformatics/btl567.
    • (2007) Bioinformatics , vol.23 , Issue.2 , pp. 257-258
    • Falcon, S.1    Gentleman, R.2
  • 17
    • 33847324900 scopus 로고    scopus 로고
    • Extensions to gene set enrichment
    • Jiang Z, Gentleman R. Extensions to gene set enrichment. Bioinformatics. 2007;23(3):306-13. doi: 10.1093/bioinformatics/btl599.
    • (2007) Bioinformatics , vol.23 , Issue.3 , pp. 306-313
    • Jiang, Z.1    Gentleman, R.2
  • 18
    • 0038589165 scopus 로고    scopus 로고
    • The anatomy of a large-scale hypertextual web search engine
    • 1-7. Proceedings of the Seventh International World Wide Web Conference
    • Brin, S., Page, L.: The anatomy of a large-scale hypertextual web search engine. Computer Networks and ISDN Systems 30(1-7), 107-117 (1998). doi: 10.1016/S0169-7552(98)00110-X. Proceedings of the Seventh International World Wide Web Conference
    • (1998) Computer Networks and ISDN Systems , vol.30 , pp. 107-117
    • Brin, S.1    Page, L.2
  • 19
    • 79551587720 scopus 로고    scopus 로고
    • Cytoscape 2.8: new features for data integration and network visualization
    • Smoot ME, Ono K, Ruscheinski J, Wang P-L, Ideker T. Cytoscape 2.8: new features for data integration and network visualization. Bioinformatics. 2011;27(3):431-2. doi: 10.1093/bioinformatics/btq675.
    • (2011) Bioinformatics , vol.27 , Issue.3 , pp. 431-432
    • Smoot, M.E.1    Ono, K.2    Ruscheinski, J.3    Wang, P.-L.4    Ideker, T.5
  • 21
    • 84859740873 scopus 로고    scopus 로고
    • Rna-seq atlas - a reference database for gene expression profiling in normal tissue by next-generation sequencing
    • Krupp M, Marquardt JU, Sahin U, Galle PR, Castle J, Teufel A. Rna-seq atlas - a reference database for gene expression profiling in normal tissue by next-generation sequencing. Bioinformatics. 2012;28(8):1184. doi: 10.1093/bioinformatics/bts084.
    • (2012) Bioinformatics , vol.28 , Issue.8 , pp. 1184
    • Krupp, M.1    Marquardt, J.U.2    Sahin, U.3    Galle, P.R.4    Castle, J.5    Teufel, A.6
  • 23
    • 33744455444 scopus 로고    scopus 로고
    • On methods for gene function scoring as a means of facilitating the interpretation of microarray results
    • Raghavan N, Amaratunga D, Cabrera J, Nie A, Qin J, McMillian M. On methods for gene function scoring as a means of facilitating the interpretation of microarray results. J Comput Biol. 2006;13(3):798-809. doi: 10.1089/cmb.2006.13.798.
    • (2006) J Comput Biol , vol.13 , Issue.3 , pp. 798-809
    • Raghavan, N.1    Amaratunga, D.2    Cabrera, J.3    Nie, A.4    Qin, J.5    McMillian, M.6
  • 24
    • 0002294347 scopus 로고
    • A simple sequentially rejective multiple test procedure
    • Holm S. A simple sequentially rejective multiple test procedure. Scand J Stat. 1979;6(2):65-70.
    • (1979) Scand J Stat , vol.6 , Issue.2 , pp. 65-70
    • Holm, S.1
  • 28
    • 25444472585 scopus 로고    scopus 로고
    • Pathway level analysis of gene expression using singular value decomposition
    • Tomfohr J, Lu J, Kepler TB. Pathway level analysis of gene expression using singular value decomposition. BMC Bioinformatics. 2005;6:225. doi: 10.1186/1471-2105-6-225.
    • (2005) BMC Bioinformatics , vol.6 , pp. 225
    • Tomfohr, J.1    Lu, J.2    Kepler, T.B.3
  • 29
    • 0345832338 scopus 로고    scopus 로고
    • A global test for groups of genes: testing association with a clinical outcome
    • Goeman JJ, van de Geer SA, de Kort F, van Houwelingen HC. A global test for groups of genes: testing association with a clinical outcome. Bioinformatics. 2004;20(1):93-9.
    • (2004) Bioinformatics , vol.20 , Issue.1 , pp. 93-99
    • Goeman, J.J.1    Geer, S.A.2    Kort, F.3    Houwelingen, H.C.4
  • 30
    • 18744389489 scopus 로고    scopus 로고
    • Significance analysis of functional categories in gene expression studies: a structured permutation approach
    • Barry WT, Nobel AB, Wright FA. Significance analysis of functional categories in gene expression studies: a structured permutation approach. Bioinformatics. 2005;21(9):1943-9. doi: 10.1093/bioinformatics/bti260.
    • (2005) Bioinformatics , vol.21 , Issue.9 , pp. 1943-1949
    • Barry, W.T.1    Nobel, A.B.2    Wright, F.A.3
  • 32
    • 34250747503 scopus 로고    scopus 로고
    • R.: On testing the significance of sets of genes
    • The annals of applied statistics
    • Efron B, Tibshirani R. R.: On testing the significance of sets of genes. The annals of applied statistics. 2007. p. 107-29.
    • (2007) , pp. 107-129
    • Efron, B.1    Tibshirani, R.2
  • 34
    • 57149092133 scopus 로고    scopus 로고
    • Inferring pathway activity toward precise disease classification
    • Lee E, Chuang H-Y, Kim J-W, Ideker T, Lee D. Inferring pathway activity toward precise disease classification. PLoS Comput Biol. 2008;4(11):1000217. doi: 10.1371/journal.pcbi.1000217.
    • (2008) PLoS Comput Biol , vol.4 , Issue.11 , pp. 1000217
    • Lee, E.1    Chuang, H.-Y.2    Kim, J.-W.3    Ideker, T.4    Lee, D.5
  • 36
    • 84872202078 scopus 로고    scopus 로고
    • Gsva: gene set variation analysis for microarray and rna-seq data
    • Hänzelmann S, Castelo R, Guinney J. Gsva: gene set variation analysis for microarray and rna-seq data. BMC Bioinformatics. 2013;14:7. doi: 10.1186/1471-2105-14-7.
    • (2013) BMC Bioinformatics , vol.14 , pp. 7
    • Hänzelmann, S.1    Castelo, R.2    Guinney, J.3
  • 37
    • 84866911829 scopus 로고    scopus 로고
    • Camera: a competitive gene set test accounting for inter-gene correlation
    • Wu D, Smyth GK. Camera: a competitive gene set test accounting for inter-gene correlation. Nucleic Acids Res. 2012;40(17):133. doi: 10.1093/nar/gks461.
    • (2012) Nucleic Acids Res , vol.40 , Issue.17 , pp. 133
    • Wu, D.1    Smyth, G.K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.