메뉴 건너뛰기




Volumn 17, Issue 1, 2016, Pages

Cogena, a novel tool for co-expressed gene-set enrichment analysis, applied to drug repositioning and drug mode of action discovery

Author keywords

Drug repositioning; Mode of action; Pathway analysis; Psoriasis

Indexed keywords

CYCLOSPORIN A; METHOTREXATE; TRANSCRIPTOME;

EID: 84973365118     PISSN: None     EISSN: 14712164     Source Type: Journal    
DOI: 10.1186/s12864-016-2737-8     Document Type: Article
Times cited : (57)

References (60)
  • 1
    • 4344668661 scopus 로고    scopus 로고
    • Drug repositioning: identifying and developing new uses for existing drugs
    • Ashburn TT, Thor KB. Drug repositioning: identifying and developing new uses for existing drugs. Nat Rev Drug Discov. 2004;3(8):673-83.
    • (2004) Nat Rev Drug Discov , vol.3 , Issue.8 , pp. 673-683
    • Ashburn, T.T.1    Thor, K.B.2
  • 2
    • 84858978535 scopus 로고    scopus 로고
    • Drug repositioning for personalized medicine
    • Li YY, Jones SJ. Drug repositioning for personalized medicine. Genome medicine. 2012;4(3):27.
    • (2012) Genome medicine , vol.4 , Issue.3 , pp. 27
    • Li, Y.Y.1    Jones, S.J.2
  • 3
    • 84856055845 scopus 로고    scopus 로고
    • Recycling side-effects into clinical markers for drug repositioning
    • Duran-Frigola M, Aloy P. Recycling side-effects into clinical markers for drug repositioning. Genome medicine. 2012;4(1):3.
    • (2012) Genome medicine , vol.4 , Issue.1 , pp. 3
    • Duran-Frigola, M.1    Aloy, P.2
  • 6
    • 84923365627 scopus 로고    scopus 로고
    • Compound signature detection on LINCS L1000 big data
    • Liu C, Su J, Yang F, Wei K, Ma J, Zhou X. Compound signature detection on LINCS L1000 big data. Mol Biosyst. 2015;11(3):714-22.
    • (2015) Mol Biosyst , vol.11 , Issue.3 , pp. 714-722
    • Liu, C.1    Su, J.2    Yang, F.3    Wei, K.4    Ma, J.5    Zhou, X.6
  • 8
    • 84927724806 scopus 로고    scopus 로고
    • Systematic evaluation of connectivity map for disease indications
    • Cheng J, Yang L, Kumar V, Agarwal P. Systematic evaluation of connectivity map for disease indications. Genome medicine. 2014;6(12):540.
    • (2014) Genome medicine , vol.6 , Issue.12 , pp. 540
    • Cheng, J.1    Yang, L.2    Kumar, V.3    Agarwal, P.4
  • 10
    • 84938697897 scopus 로고    scopus 로고
    • Computational and Practical Aspects of Drug Repositioning
    • Oprea TI, Overington JP. Computational and Practical Aspects of Drug Repositioning. Assay Drug Dev Technol. 2015;13(6):299-306.
    • (2015) Assay Drug Dev Technol , vol.13 , Issue.6 , pp. 299-306
    • Oprea, T.I.1    Overington, J.P.2
  • 12
    • 0033518256 scopus 로고    scopus 로고
    • Synexpression groups in eukaryotes
    • Niehrs C, Pollet N. Synexpression groups in eukaryotes. Nature. 1999;402(6761):483-7.
    • (1999) Nature , vol.402 , Issue.6761 , pp. 483-487
    • Niehrs, C.1    Pollet, N.2
  • 13
    • 0141993704 scopus 로고    scopus 로고
    • A gene-coexpression network for global discovery of conserved genetic modules
    • Stuart JM, Segal E, Koller D, Kim SK. A gene-coexpression network for global discovery of conserved genetic modules. Science. 2003;302(5643):249-55.
    • (2003) Science , vol.302 , Issue.5643 , pp. 249-255
    • Stuart, J.M.1    Segal, E.2    Koller, D.3    Kim, S.K.4
  • 15
    • 84893867792 scopus 로고    scopus 로고
    • Gene co-expression network analysis reveals common system-level properties of prognostic genes across cancer types
    • Yang Y, Han L, Yuan Y, Li J, Hei N, Liang H. Gene co-expression network analysis reveals common system-level properties of prognostic genes across cancer types. Nat Commun. 2014;5:3231.
    • (2014) Nat Commun , vol.5 , pp. 3231
    • Yang, Y.1    Han, L.2    Yuan, Y.3    Li, J.4    Hei, N.5    Liang, H.6
  • 17
    • 60549111634 scopus 로고    scopus 로고
    • WGCNA: an R package for weighted correlation network analysis
    • Langfelder P, Horvath S. WGCNA: an R package for weighted correlation network analysis. BMC Bioinformatics. 2008;9:559.
    • (2008) BMC Bioinformatics , vol.9 , pp. 559
    • Langfelder, P.1    Horvath, S.2
  • 19
    • 70449657085 scopus 로고    scopus 로고
    • STARNET 2: a web-based tool for accelerating discovery of gene regulatory networks using microarray co-expression data
    • Jupiter D, Chen HL, VanBuren V. STARNET 2: a web-based tool for accelerating discovery of gene regulatory networks using microarray co-expression data. Bmc Bioinformatics. 2009;10:332.
    • (2009) Bmc Bioinformatics , vol.10 , pp. 332
    • Jupiter, D.1    Chen, H.L.2    VanBuren, V.3
  • 20
    • 84867016547 scopus 로고    scopus 로고
    • GeneFriends: an online co-expression analysis tool to identify novel gene targets for aging and complex diseases
    • van Dam S, Cordeiro R, Craig T, van Dam J, Wood SH, de Magalhaes JP. GeneFriends: an online co-expression analysis tool to identify novel gene targets for aging and complex diseases. BMC Genomics. 2012;13:535.
    • (2012) BMC Genomics , vol.13 , pp. 535
    • Dam, S.1    Cordeiro, R.2    Craig, T.3    Dam, J.4    Wood, S.H.5    Magalhaes, J.P.6
  • 21
    • 84973292309 scopus 로고    scopus 로고
    • Accessed 20 Mar 2015.
    • CoExpress. http://www.bioinformatics.lu/CoExpress/. Accessed 20 Mar 2015.
  • 22
    • 61449172037 scopus 로고    scopus 로고
    • Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources
    • Huang DW, 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, D.W.1    Sherman, B.T.2    Lempicki, R.A.3
  • 24
    • 84900331401 scopus 로고    scopus 로고
    • Pathway-based Bayesian inference of drug-disease interactions
    • Pratanwanich N, Lio P. Pathway-based Bayesian inference of drug-disease interactions. Mol Biosyst. 2014;10(6):1538-48.
    • (2014) Mol Biosyst , vol.10 , Issue.6 , pp. 1538-1548
    • Pratanwanich, N.1    Lio, P.2
  • 25
    • 84894660885 scopus 로고    scopus 로고
    • Pathway analysis for drug repositioning based on public database mining
    • Pan Y, Cheng T, Wang Y, Bryant SH. Pathway analysis for drug repositioning based on public database mining. J Chem Inf Model. 2014;54(2):407-18.
    • (2014) J Chem Inf Model , vol.54 , Issue.2 , pp. 407-418
    • Pan, Y.1    Cheng, T.2    Wang, Y.3    Bryant, S.H.4
  • 28
    • 84886775358 scopus 로고    scopus 로고
    • Pathway-based drug repositioning using causal inference
    • Li J, Lu ZY. Pathway-based drug repositioning using causal inference. Bmc Bioinformatics. 2013;14 Suppl 16:S3.
    • (2013) Bmc Bioinformatics , vol.14 , pp. S3
    • Li, J.1    Lu, Z.Y.2
  • 29
    • 46749142532 scopus 로고    scopus 로고
    • clValid: An R package for cluster validation
    • Brock G, Datta S, Pihur V, Datta S. clValid: An R package for cluster validation. J Stat Softw. 2008;25(4):1-22.
    • (2008) J Stat Softw , vol.25 , Issue.4 , pp. 1-22
    • Brock, G.1    Datta, S.2    Pihur, V.3    Datta, S.4
  • 30
    • 84973289325 scopus 로고    scopus 로고
    • doMC: Foreach parallel adaptor for the multicore package
    • R package version.
    • Analytics R. doMC: Foreach parallel adaptor for the multicore package. R package version. 2013;1(0).
    • (2013) , vol.1
  • 31
    • 84855739893 scopus 로고    scopus 로고
    • amap: Another Multidimensional Analysis Package
    • R package version 08-7.
    • Lucas A. amap: Another Multidimensional Analysis Package. R package version 08-7. 2011.
    • (2011)
    • Lucas, A.1
  • 32
    • 34547131280 scopus 로고    scopus 로고
    • A robust measure of correlation between two genes on a microarray
    • Hardin J, Mitani A, Hicks L, VanKoten B. A robust measure of correlation between two genes on a microarray. Bmc Bioinformatics. 2007;8(1):1.
    • (2007) Bmc Bioinformatics , vol.8 , Issue.1 , pp. 1
    • Hardin, J.1    Mitani, A.2    Hicks, L.3    VanKoten, B.4
  • 33
    • 84921424816 scopus 로고    scopus 로고
    • A description of the Molecular Signatures Database (MSigDB) Web site
    • Liberzon A. A description of the Molecular Signatures Database (MSigDB) Web site. Methods Mol Biol. 2014;1150:153-60.
    • (2014) Methods Mol Biol , vol.1150 , pp. 153-160
    • Liberzon, A.1
  • 34
    • 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
  • 37
    • 84867308536 scopus 로고    scopus 로고
    • An R package suite for microarray meta-analysis in quality control, differentially expressed gene analysis and pathway enrichment detection
    • Wang X, Kang DD, Shen K, Song C, Lu S, Chang LC, Liao SG, Huo Z, Tang S, Ding Y, et al. An R package suite for microarray meta-analysis in quality control, differentially expressed gene analysis and pathway enrichment detection. Bioinformatics. 2012;28(19):2534-6.
    • (2012) Bioinformatics , vol.28 , Issue.19 , pp. 2534-2536
    • Wang, X.1    Kang, D.D.2    Shen, K.3    Song, C.4    Lu, S.5    Chang, L.C.6    Liao, S.G.7    Huo, Z.8    Tang, S.9    Ding, Y.10
  • 40
    • 15944384250 scopus 로고    scopus 로고
    • Analyzing protein lists with large networks: edge-count probabilities in random graphs with given expected degrees
    • Pradines JR, Farutin V, Rowley S, Dancik V. Analyzing protein lists with large networks: edge-count probabilities in random graphs with given expected degrees. J Comput Biol. 2005;12(2):113-28.
    • (2005) J Comput Biol , vol.12 , Issue.2 , pp. 113-128
    • Pradines, J.R.1    Farutin, V.2    Rowley, S.3    Dancik, V.4
  • 41
    • 84973308617 scopus 로고    scopus 로고
    • Psoriasis. Diagnosis and Management
    • Phillips A. Psoriasis. Diagnosis and Management. Primary Health Care. 2015;25(6):13.
    • (2015) Primary Health Care , vol.25 , Issue.6 , pp. 13
    • Phillips, A.1
  • 43
    • 84906535154 scopus 로고    scopus 로고
    • The IL-23-IL-17 immune axis: from mechanisms to therapeutic testing
    • Gaffen SL, Jain R, Garg AV, Cua DJ. The IL-23-IL-17 immune axis: from mechanisms to therapeutic testing. Nat Rev Immunol. 2014;14(9):585-600.
    • (2014) Nat Rev Immunol , vol.14 , Issue.9 , pp. 585-600
    • Gaffen, S.L.1    Jain, R.2    Garg, A.V.3    Cua, D.J.4
  • 44
    • 84855198503 scopus 로고    scopus 로고
    • Chemokine receptors in the pathogenesis and therapy of psoriasis
    • Mabuchi T, Chang TW, Quinter S, Hwang ST. Chemokine receptors in the pathogenesis and therapy of psoriasis. J Dermatol Sci. 2012;65(1):4-11.
    • (2012) J Dermatol Sci , vol.65 , Issue.1 , pp. 4-11
    • Mabuchi, T.1    Chang, T.W.2    Quinter, S.3    Hwang, S.T.4
  • 46
    • 84893080225 scopus 로고    scopus 로고
    • Peroxisome proliferator-activated receptor agonists (PPARs): a promising prospect in the treatment of psoriasis and psoriatic arthritis
    • Lima Ede A, Lima MM, Marques CD, Duarte AL, Pita Ida R, Pita MG. Peroxisome proliferator-activated receptor agonists (PPARs): a promising prospect in the treatment of psoriasis and psoriatic arthritis. An Bras Dermatol. 2013;88(6):1029-35.
    • (2013) An Bras Dermatol , vol.88 , Issue.6 , pp. 1029-1035
    • de Lima, E.A.1    Lima, M.M.2    Marques, C.D.3    Duarte, A.L.4    Pita Ida, R.5    Pita, M.G.6
  • 47
    • 0033993532 scopus 로고    scopus 로고
    • Psoriasis and altered calcium metabolism: downregulated capacitative calcium influx and defective calcium-mediated cell signaling in cultured psoriatic keratinocytes
    • Karvonen SL, Korkiamaki T, Yla-Outinen H, Nissinen M, Teerikangas H, Pummi K, Karvonen J, Peltonen J. Psoriasis and altered calcium metabolism: downregulated capacitative calcium influx and defective calcium-mediated cell signaling in cultured psoriatic keratinocytes. J Invest Dermatol. 2000;114(4):693-700.
    • (2000) J Invest Dermatol , vol.114 , Issue.4 , pp. 693-700
    • Karvonen, S.L.1    Korkiamaki, T.2    Yla-Outinen, H.3    Nissinen, M.4    Teerikangas, H.5    Pummi, K.6    Karvonen, J.7    Peltonen, J.8
  • 48
    • 84973328690 scopus 로고    scopus 로고
    • Accessed May 2016.
    • National Psoriasis Fundation. www.psoriasis.org. Accessed May 2016.
  • 49
    • 0036679740 scopus 로고    scopus 로고
    • Chemokine receptor antagonism as an approach to anti-inflammatory therapy: 'just right' or plain wrong?
    • Carter PH. Chemokine receptor antagonism as an approach to anti-inflammatory therapy: 'just right' or plain wrong? Curr Opin Chem Biol. 2002;6(4):510-25.
    • (2002) Curr Opin Chem Biol , vol.6 , Issue.4 , pp. 510-525
    • Carter, P.H.1
  • 50
    • 84873438927 scopus 로고    scopus 로고
    • Long-term safety of biologics in the treatment of moderate-to-severe plaque psoriasis: review of current data
    • Rustin MH. Long-term safety of biologics in the treatment of moderate-to-severe plaque psoriasis: review of current data. Br J Dermatol. 2012;167 Suppl 3:3-11.
    • (2012) Br J Dermatol , vol.167 , pp. 3-11
    • Rustin, M.H.1
  • 53
    • 4043121827 scopus 로고    scopus 로고
    • Podophyllotoxin: distribution, sources, applications and new cytotoxic derivatives
    • Gordaliza M, Garcia PA, del Corral JM, Castro MA, Gomez-Zurita MA. Podophyllotoxin: distribution, sources, applications and new cytotoxic derivatives. Toxicon. 2004;44(4):441-59.
    • (2004) Toxicon , vol.44 , Issue.4 , pp. 441-459
    • Gordaliza, M.1    Garcia, P.A.2    Corral, J.M.3    Castro, M.A.4    Gomez-Zurita, M.A.5
  • 54
    • 67849104638 scopus 로고    scopus 로고
    • PubChem: a public information system for analyzing bioactivities of small molecules
    • Wang Y, Xiao J, Suzek TO, Zhang J, Wang J, Bryant SH. PubChem: a public information system for analyzing bioactivities of small molecules. Nucleic Acids Res. 2009;37(Web Server issue):W623-33.
    • (2009) Nucleic Acids Res , vol.37 , Issue.WEB SERVER ISSUE , pp. W623-W633
    • Wang, Y.1    Xiao, J.2    Suzek, T.O.3    Zhang, J.4    Wang, J.5    Bryant, S.H.6
  • 57
    • 84907851307 scopus 로고    scopus 로고
    • Integrative clinical transcriptomics analyses for new therapeutic intervention strategies: a psoriasis case study
    • Qu XA, Freudenberg JM, Sanseau P, Rajpal DK. Integrative clinical transcriptomics analyses for new therapeutic intervention strategies: a psoriasis case study. Drug Discov Today. 2014;19(9):1364-71.
    • (2014) Drug Discov Today , vol.19 , Issue.9 , pp. 1364-1371
    • Qu, X.A.1    Freudenberg, J.M.2    Sanseau, P.3    Rajpal, D.K.4
  • 58
    • 58149218513 scopus 로고    scopus 로고
    • Therapeutic effect of etoposide on experimental psoriasis
    • Qing X, Jin W, Ju-Ying W, Hui-Lan Y, Ying-Quan L. Therapeutic effect of etoposide on experimental psoriasis. CJPT. 2008;22(6):440-5.
    • (2008) CJPT , vol.22 , Issue.6 , pp. 440-445
    • Qing, X.1    Jin, W.2    Ju-Ying, W.3    Hui-Lan, Y.4    Ying-Quan, L.5
  • 59
    • 84945439066 scopus 로고    scopus 로고
    • Peroxisome proliferator-activated receptors (PPARs) and PPAR agonists: the 'future' in dermatology therapeutics?
    • Gupta M, Mahajan VK, Mehta KS, Chauhan PS, Rawat R. Peroxisome proliferator-activated receptors (PPARs) and PPAR agonists: the 'future' in dermatology therapeutics? Arch Dermatol Res. 2015.
    • (2015) Arch Dermatol Res
    • Gupta, M.1    Mahajan, V.K.2    Mehta, K.S.3    Chauhan, P.S.4    Rawat, R.5
  • 60
    • 84861123691 scopus 로고    scopus 로고
    • Ten years of pathway analysis: current approaches and outstanding challenges
    • Khatri P, Sirota M, Butte AJ. Ten years of pathway analysis: current approaches and outstanding challenges. PLoS Comput Biol. 2012;8(2):e1002375.
    • (2012) PLoS Comput Biol , vol.8 , Issue.2
    • Khatri, P.1    Sirota, M.2    Butte, A.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.