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Volumn 2014, Issue , 2014, Pages

MPINet: Metabolite pathway identification via coupling of global metabolite network structure and metabolomic profile

Author keywords

[No Author keywords available]

Indexed keywords

ARACHIDONIC ACID METABOLISM; ARTICLE; DRUG SENSITIVITY; GLOBAL METABOLITE NETWORK STRUCTURE; HUMAN; HUMAN CELL; IMMUNE RESPONSE; METABOLITE; METABOLITE PATHWAY IDENTIFICATION; METABOLOMICS; METASTASIS; NON INSULIN DEPENDENT DIABETES MELLITUS; PHENOTYPE; PROSTATE CANCER; TRYPTOPHAN METABOLISM; ALGORITHM; BIOLOGY; COMPUTER PROGRAM; DIABETES MELLITUS, TYPE 2; DRUG SCREENING; GENE EXPRESSION REGULATION; MALE; METABOLISM; METABOLOME; PROCEDURES; PROSTATE TUMOR; TUMOR CELL LINE;

EID: 84904113579     PISSN: 23146133     EISSN: 23146141     Source Type: Journal    
DOI: 10.1155/2014/325697     Document Type: Article
Times cited : (14)

References (56)
  • 1
    • 33748603444 scopus 로고    scopus 로고
    • Metabolomics: Current technologies and future trends
    • DOI 10.1002/pmic.200600106
    • Hollywood K., Brison D. R., Goodacre R., Metabolomics: current technologies and future trends. Proteomics 2006 6 17 4716 4723 2-s2.0-33748603444 10.1002/pmic.200600106 (Pubitemid 44375842)
    • (2006) Proteomics , vol.6 , Issue.17 , pp. 4716-4723
    • Hollywood, K.1    Brison, D.R.2    Goodacre, R.3
  • 4
    • 71049148804 scopus 로고    scopus 로고
    • SubpathwayMiner: A software package for flexible identification of pathways
    • ARTICLE E131 2-s2.0-71049148804 10.1093/nar/gkp667
    • Li C., Li X., Miao Y., Wang Q., Jiang W., Xu C., Li J., Han J., Zhang F., Gong B., Xu L., SubpathwayMiner: a software package for flexible identification of pathways. Nucleic Acids Research 2009 37 19, article e131 2-s2.0-71049148804 10.1093/nar/gkp667
    • (2009) Nucleic Acids Research , vol.37 , Issue.19
    • Li, C.1    Li, X.2    Miao, Y.3    Wang, Q.4    Jiang, W.5    Xu, C.6    Li, J.7    Han, J.8    Zhang, F.9    Gong, B.10    Xu, L.11
  • 5
    • 84857791962 scopus 로고    scopus 로고
    • A network-based gene-weighting approach for pathway analysis
    • 10.1038/cr.2011.149
    • Fang Z., Tian W., Ji H., A network-based gene-weighting approach for pathway analysis. Cell Research 2012 22 565 580 10.1038/cr.2011.149
    • (2012) Cell Research , vol.22 , pp. 565-580
    • Fang, Z.1    Tian, W.2    Ji, H.3
  • 6
    • 84887634951 scopus 로고    scopus 로고
    • Tools for the functional interpretation of metabolomic experiments
    • 10.1093/bib/bbs055
    • Chagoyen M., Pazos F., Tools for the functional interpretation of metabolomic experiments. Briefings in Bioinformatics 2013 14 6 737 744. 10.1093/bib/bbs055
    • (2013) Briefings in Bioinformatics , vol.14 , Issue.6 , pp. 737-744
    • Chagoyen, M.1    Pazos, F.2
  • 7
    • 79951999565 scopus 로고    scopus 로고
    • MBRole: Enrichment analysis of metabolomic data
    • 2-s2.0-79951999565 10.1093/bioinformatics/btr001 btr001
    • Chagoyen M., Pazos F., MBRole: Enrichment analysis of metabolomic data. Bioinformatics 2011 27 5 730 731 2-s2.0-79951999565 10.1093/bioinformatics/ btr001 btr001
    • (2011) Bioinformatics , vol.27 , Issue.5 , pp. 730-731
    • Chagoyen, M.1    Pazos, F.2
  • 8
    • 79959441218 scopus 로고    scopus 로고
    • MPEA-metabolite pathway enrichment analysis
    • 2-s2.0-79959441218 10.1093/bioinformatics/btr278 btr278
    • Kankainen M., Gopalacharyulu P., Holm L., Orešič M., MPEA-metabolite pathway enrichment analysis. Bioinformatics 2011 27 13 1878 1879 2-s2.0-79959441218 10.1093/bioinformatics/btr278 btr278
    • (2011) Bioinformatics , vol.27 , Issue.13 , pp. 1878-1879
    • Kankainen, M.1    Gopalacharyulu, P.2    Holm, L.3    Orešič, M.4
  • 9
    • 77954256613 scopus 로고    scopus 로고
    • MSEA: A web-based tool to identify biologically meaningful patterns in quantitative metabolomic data
    • 2-s2.0-77954256613 10.1093/nar/gkq329 gkq329
    • Xia J., Wishart D. S., MSEA: a web-based tool to identify biologically meaningful patterns in quantitative metabolomic data. Nucleic Acids Research 2010 38 2 W71 W77 2-s2.0-77954256613 10.1093/nar/gkq329 gkq329
    • (2010) Nucleic Acids Research , vol.38 , Issue.2
    • Xia, J.1    Wishart, D.S.2
  • 10
    • 77956550520 scopus 로고    scopus 로고
    • MetPA: A web-based metabolomics tool for pathway analysis and visualization
    • 2-s2.0-77956550520 10.1093/bioinformatics/btq418 btq418
    • Xia J., Wishart D. S., MetPA: a web-based metabolomics tool for pathway analysis and visualization. Bioinformatics 2010 26 18 2342 2344 2-s2.0-77956550520 10.1093/bioinformatics/btq418 btq418
    • (2010) Bioinformatics , vol.26 , Issue.18 , pp. 2342-2344
    • Xia, J.1    Wishart, D.S.2
  • 11
    • 80051978793 scopus 로고    scopus 로고
    • Network-based prediction for sources of transcriptional dysregulation using latent pathway identification analysis
    • 2-s2.0-80051978793 10.1073/pnas.1100891108
    • Pham L., Christadore L., Schaus S., Kolaczyk E. D., Network-based prediction for sources of transcriptional dysregulation using latent pathway identification analysis. Proceedings of the National Academy of Sciences of the United States of America 2011 108 32 13347 13352 2-s2.0-80051978793 10.1073/pnas.1100891108
    • (2011) Proceedings of the National Academy of Sciences of the United States of America , vol.108 , Issue.32 , pp. 13347-13352
    • Pham, L.1    Christadore, L.2    Schaus, S.3    Kolaczyk, E.D.4
  • 12
    • 45449101889 scopus 로고    scopus 로고
    • A global pathway crosstalk network
    • DOI 10.1093/bioinformatics/btn200
    • Li Y., Agarwal P., Rajagopalan D., A global pathway crosstalk network. Bioinformatics 2008 24 12 1442 1447 2-s2.0-45449101889 10.1093/bioinformatics/ btn200 (Pubitemid 351850998)
    • (2008) Bioinformatics , vol.24 , Issue.12 , pp. 1442-1447
    • Li, Y.1    Agarwal, P.2    Rajagopalan, D.3
  • 13
    • 84866437252 scopus 로고    scopus 로고
    • Metabolite identification and molecular fingerprint prediction through machine learning
    • 2-s2.0-84866437252 10.1093/bioinformatics/bts437 bts437
    • Heinonen M., Shen H., Zamboni N., Rousu J., Metabolite identification and molecular fingerprint prediction through machine learning. Bioinformatics 2012 28 18 2333 2341 2-s2.0-84866437252 10.1093/bioinformatics/bts437 bts437
    • (2012) Bioinformatics , vol.28 , Issue.18 , pp. 2333-2341
    • Heinonen, M.1    Shen, H.2    Zamboni, N.3    Rousu, J.4
  • 16
    • 60149091657 scopus 로고    scopus 로고
    • Metabolomic profiles delineate potential role for sarcosine in prostate cancer progression
    • 10.1038/nature07762
    • Sreekumar A., Poisson L. M., Rajendiran T. M., Metabolomic profiles delineate potential role for sarcosine in prostate cancer progression. Nature 2009 457 910 914 10.1038/nature07762
    • (2009) Nature , vol.457 , pp. 910-914
    • Sreekumar, A.1    Poisson, L.M.2    Rajendiran, T.M.3
  • 20
    • 84863910171 scopus 로고    scopus 로고
    • CellMiner: A web-based suite of genomic and pharmacologic tools to explore transcript and drug patterns in the NCI-60 cell line set
    • 2-s2.0-84863910171 10.1158/0008-5472.CAN-12-1370
    • Reinhold W. C., Sunshine M., Liu H., Varma S., Kohn K. W., Morris J., Doroshow J., Pommier Y., CellMiner: a web-based suite of genomic and pharmacologic tools to explore transcript and drug patterns in the NCI-60 cell line set. Cancer Research 2012 72 14 3499 3511 2-s2.0-84863910171 10.1158/0008-5472.CAN-12-1370
    • (2012) Cancer Research , vol.72 , Issue.14 , pp. 3499-3511
    • Reinhold, W.C.1    Sunshine, M.2    Liu, H.3    Varma, S.4    Kohn, K.W.5    Morris, J.6    Doroshow, J.7    Pommier, Y.8
  • 21
    • 84876008750 scopus 로고    scopus 로고
    • The ConsensusPathDB interaction database: 2013 Update
    • 2-s2.0-84876008750 10.1093/nar/gks1055
    • Kamburov A., Stelzl U., Lehrach H., Herwig R., The ConsensusPathDB interaction database: 2013 Update. Nucleic Acids Research 2013 41 1 D793 D800 2-s2.0-84876008750 10.1093/nar/gks1055
    • (2013) Nucleic Acids Research , vol.41 , Issue.1
    • Kamburov, A.1    Stelzl, U.2    Lehrach, H.3    Herwig, R.4
  • 24
    • 84865961944 scopus 로고    scopus 로고
    • Network analysis reveals cross-links of the immune pathways activated by bacteria and allergen
    • 031929 10.1103/PhysRevE.84.031929
    • Campbell C., Thakar J., Albert R., Network analysis reveals cross-links of the immune pathways activated by bacteria and allergen. Physical Review E 2011 84 031929 10.1103/PhysRevE.84.031929
    • (2011) Physical Review e , vol.84
    • Campbell, C.1    Thakar, J.2    Albert, R.3
  • 26
    • 0142137237 scopus 로고    scopus 로고
    • Evidence for a tumoral immune resistance mechanism based on tryptophan degradation by indoleamine 2,3-dioxygenase
    • DOI 10.1038/nm934
    • Uyttenhove C., Pilotte L., Théate I., Stroobant V., Colau D., Parmentier N., Boon T., Van den Eynde B. J., Evidence for a tumoral immune resistance mechanism based on tryptophan degradation by indoleamine 2,3-dioxygenase. Nature Medicine 2003 9 10 1269 1274 2-s2.0-0142137237 10.1038/nm934 (Pubitemid 37279849)
    • (2003) Nature Medicine , vol.9 , Issue.10 , pp. 1269-1274
    • Uyttenhove, C.1    Pilotte, L.2    Theate, I.3    Stroobant, V.4    Colau, D.5    Parmentier, N.6    Boon, T.7    Van Den Eynde, B.J.8
  • 28
    • 33644689195 scopus 로고    scopus 로고
    • The role of serotonin in tumour growth (Review)
    • 2-s2.0-33644689195
    • Siddiqui E. J., Thompson C. S., Mikhailidis D. P., Mumtaz F. H., The role of serotonin in tumour growth (Review). Oncology Reports 2005 14 6 1593 1597 2-s2.0-33644689195
    • (2005) Oncology Reports , vol.14 , Issue.6 , pp. 1593-1597
    • Siddiqui, E.J.1    Thompson, C.S.2    Mikhailidis, D.P.3    Mumtaz, F.H.4
  • 29
    • 0035740016 scopus 로고    scopus 로고
    • Role of eicosanoids in prostate cancer progression
    • DOI 10.1023/A:1015579209850
    • Nie D., Che M., Grignon D., Tang K., Honn K. V., Role of eicosanoids in prostate cancer progression. Cancer and Metastasis Reviews 2001 20 3-4 195 206 2-s2.0-0035740016 10.1023/A:1015579209850 (Pubitemid 34595268)
    • (2001) Cancer and Metastasis Reviews , vol.20 , Issue.3-4 , pp. 195-206
    • Nie, D.1    Che, M.2    Grignon, D.3    Tang, K.4    Honn, K.V.5
  • 30
    • 41349117825 scopus 로고    scopus 로고
    • Arachidonic acid modulates the crosstalk between prostate carcinoma and bone stromal cells
    • DOI 10.1677/ERC-07-0100
    • Angelucci A., Garofalo S., Speca S., Bovadilla A., Gravina G. L., Muzi P., Vicentini C., Bologna M., Arachidonic acid modulates the crosstalk between prostate carcinoma and bone stromal cells. Endocrine-Related Cancer 2008 15 1 91 100 2-s2.0-41349117825 10.1677/ERC-07-0100 (Pubitemid 351449730)
    • (2008) Endocrine-Related Cancer , vol.15 , Issue.1 , pp. 91-100
    • Angelucci, A.1    Garofalo, S.2    Speca, S.3    Bovadilla, A.4    Gravina, G.L.5    Muzi, P.6    Vicentini, C.7    Bologna, M.8
  • 31
    • 32944477374 scopus 로고    scopus 로고
    • Arachidonic acid activates phosphatidylinositol 3-kinase signaling and induces gene expression in prostate cancer
    • DOI 10.1158/0008-5472.CAN-05-0914
    • Hughes-Fulford M., Li C. F., Boonyaratanakornkit J., Sayyah S., Arachidonic acid activates phosphatidylinositol 3-kinase signaling and induces gene expression in prostate cancer. Cancer Research 2006 66 3 1427 1433 2-s2.0-32944477374 10.1158/0008-5472.CAN-05-0914 (Pubitemid 43259923)
    • (2006) Cancer Research , vol.66 , Issue.3 , pp. 1427-1433
    • Hughes-Fulford, M.1    Li, C.-F.2    Boonyaratanakornkit, J.3    Sayyah, S.4
  • 32
    • 1242295294 scopus 로고    scopus 로고
    • Rapid induction of apoptosis in prostate cancer cells by selenium: Reversal by metabolites of arachidonate 5-lipoxygenase
    • DOI 10.1016/j.bbrc.2004.01.100
    • Ghosh J., Rapid induction of apoptosis in prostate cancer cells by selenium: reversal by metabolites of arachidonate 5-lipoxygenase. Biochemical and Biophysical Research Communications 2004 315 3 624 635 2-s2.0-1242295294 10.1016/j.bbrc.2004.01.100 (Pubitemid 38229390)
    • (2004) Biochemical and Biophysical Research Communications , vol.315 , Issue.3 , pp. 624-635
    • Ghosh, J.1
  • 34
    • 4143144205 scopus 로고    scopus 로고
    • Catecholamine metabolism: A contemporary view with implications for physiology and medicine
    • DOI 10.1124/pr.56.3.1
    • Eisenhofer G., Kopin I. J., Goldstein D. S., Catecholamine metabolism: a contemporary view with implications for physiology and medicine. Pharmacological Reviews 2004 56 3 331 349 2-s2.0-4143144205 10.1124/pr.56.3.1 (Pubitemid 39096594)
    • (2004) Pharmacological Reviews , vol.56 , Issue.3 , pp. 331-349
    • Eisenhofer, G.1    Kopin, I.J.2    Goldstein, D.S.3
  • 35
    • 78649944454 scopus 로고    scopus 로고
    • Metabolomic characterization of human prostate cancer bone metastases reveals increased levels of cholesterol
    • 2-s2.0-78649944454 10.1371/journal.pone.0014175 e14175
    • Thysell E., Surowiec I., Hörnberg E., Crnalic S., Widmark A., Johansson A. I., Stattin P., Bergh A., Moritz T., Antti H., Wikström P., Metabolomic characterization of human prostate cancer bone metastases reveals increased levels of cholesterol. PLoS ONE 2010 5 12 2-s2.0-78649944454 10.1371/journal.pone.0014175 e14175
    • (2010) PLoS ONE , vol.5 , Issue.12
    • Thysell, E.1    Surowiec, I.2    Hörnberg, E.3    Crnalic, S.4    Widmark, A.5    Johansson, A.I.6    Stattin, P.7    Bergh, A.8    Moritz, T.9    Antti, H.10    Wikström, P.11
  • 37
    • 0035431823 scopus 로고    scopus 로고
    • Understanding Catecholamine Metabolism as a Guide to the Biochemical Diagnosis of Pheochromocytoma
    • DOI 10.1023/A:1011572617314
    • Eisenhofer G., Huynh T. T., Hiroi M., Pacak K., Understanding Catecholamine Metabolism as a Guide to the Biochemical Diagnosis of Pheochromocytoma. Reviews in Endocrine and Metabolic Disorders 2001 2 3 297 311 2-s2.0-0035431823 10.1023/A:1011572617314 (Pubitemid 33640579)
    • (2001) Reviews in Endocrine and Metabolic Disorders , vol.2 , Issue.3 , pp. 297-311
    • Eisenhofer, G.1    Huynh, T.-T.2    Hiroi, M.3    Pacak, K.4
  • 38
  • 39
    • 23444456772 scopus 로고    scopus 로고
    • Regulation of immune responses by L-arginine metabolism
    • DOI 10.1038/nri1668
    • Bronte V., Zanovello P., Regulation of immune responses by L-arginine metabolism. Nature Reviews Immunology 2005 5 8 641 654 2-s2.0-23444456772 10.1038/nri1668 (Pubitemid 41113195)
    • (2005) Nature Reviews Immunology , vol.5 , Issue.8 , pp. 641-654
    • Bronte, V.1    Zanovello, P.2
  • 40
    • 12744279669 scopus 로고    scopus 로고
    • Diabetes: Insulin resistance and derangements in lipid metabolism. Cure through intervention in fat transport and storage
    • 2-s2.0-12744279669 10.1002/dmrr.493
    • Raz I., Eldor R., Cernea S., Shafrir E., Diabetes: insulin resistance and derangements in lipid metabolism. Cure through intervention in fat transport and storage. Diabetes/Metabolism Research and Reviews 2005 21 1 3 14 2-s2.0-12744279669 10.1002/dmrr.493
    • (2005) Diabetes/Metabolism Research and Reviews , vol.21 , Issue.1 , pp. 3-14
    • Raz, I.1    Eldor, R.2    Cernea, S.3    Shafrir, E.4
  • 41
    • 34248581989 scopus 로고    scopus 로고
    • Disordered lipid metabolism and the pathogenesis of insulin resistance
    • DOI 10.1152/physrev.00024.2006
    • Savage D. B., Petersen K. F., Shulman G. I., Disordered lipid metabolism and the pathogenesis of insulin resistance. Physiological Reviews 2007 87 507 520 10.1152/physrev.00024.2006 (Pubitemid 47084679)
    • (2007) Physiological Reviews , vol.87 , Issue.2 , pp. 507-520
    • Savage, D.B.1    Petersen, K.F.2    Shulman, G.I.3
  • 42
    • 79955466395 scopus 로고    scopus 로고
    • Lipid control in patients with diabetes mellitus
    • 10.1038/nrcardio.2011.23
    • Betteridge D. J., Lipid control in patients with diabetes mellitus. Nature Reviews Cardiology 2011 8 278 290 10.1038/nrcardio.2011.23
    • (2011) Nature Reviews Cardiology , vol.8 , pp. 278-290
    • Betteridge, D.J.1
  • 43
    • 75549086552 scopus 로고    scopus 로고
    • Bile acids and metabolic regulation: Mechanisms and clinical responses to bile acid sequestration
    • supplement 2 2-s2.0-75549086552
    • Staels B., Fonseca V. A., Bile acids and metabolic regulation: mechanisms and clinical responses to bile acid sequestration. Diabetes Care 2009 32 supplement 2 S237 S245 2-s2.0-75549086552
    • (2009) Diabetes Care , vol.32
    • Staels, B.1    Fonseca, V.A.2
  • 45
    • 14744280322 scopus 로고    scopus 로고
    • N-3 long-chain polyunsaturated fatty acids in type 2 diabetes: A review
    • DOI 10.1016/j.jada.2004.11.029
    • Nettleton J. A., Katz R., n-3 long-chain polyunsaturated fatty acids in type 2 diabetes: a review. Journal of the American Dietetic Association 2005 105 3 428 440 2-s2.0-14744280322 10.1016/j.jada.2004.11.029 (Pubitemid 40326734)
    • (2005) Journal of the American Dietetic Association , vol.105 , Issue.3 , pp. 428-440
    • Nettleton, J.A.1    Katz, R.2
  • 47
    • 79959785811 scopus 로고    scopus 로고
    • Role of bile acid sequestrants in the treatment of type 2 diabetes
    • supplement 2 2-s2.0-79959785811 10.2337/dc11-s237
    • Handelsman Y., Role of bile acid sequestrants in the treatment of type 2 diabetes. Diabetes Care 2011 34 supplement 2 S244 S250 2-s2.0-79959785811 10.2337/dc11-s237
    • (2011) Diabetes Care , vol.34
    • Handelsman, Y.1
  • 48
    • 0035113112 scopus 로고    scopus 로고
    • Prevention of chemically induced diabetes mellitus in experimental animals by polyunsaturated fatty acids
    • DOI 10.1016/S0899-9007(00)00468-8, PII S0899900700004688
    • Krishna Mohan I., Das U. N., Prevention of chemically induced diabetes mellitus in experimental animals by polyunsaturated fatty acids. Nutrition 2001 17 2 126 151 2-s2.0-0035113112 10.1016/S0899-9007(00)00468-8 (Pubitemid 32178289)
    • (2001) Nutrition , vol.17 , Issue.2 , pp. 126-151
    • Krishna Mohan, I.1    Das, U.N.2
  • 50
    • 84866128888 scopus 로고    scopus 로고
    • Leucine signaling in the pathogenesis of type 2 diabetes and obesity
    • 10.4239/wjd.v3.i3. 38
    • Melnik B. C., Leucine signaling in the pathogenesis of type 2 diabetes and obesity. World Journal of Diabetes 2012 3 38 53 10.4239/wjd.v3.i3. 38
    • (2012) World Journal of Diabetes , vol.3 , pp. 38-53
    • Melnik, B.C.1
  • 51
    • 1842534924 scopus 로고    scopus 로고
    • Nutrient-induced insulin resistance in human skeletal muscle
    • DOI 10.2174/0929867043455620
    • Krebs M., Roden M., Nutrient-induced insulin resistance in human skeletal muscle. Current Medicinal Chemistry 2004 11 7 901 908 2-s2.0-1842534924 10.2174/0929867043455620 (Pubitemid 38425922)
    • (2004) Current Medicinal Chemistry , vol.11 , Issue.7 , pp. 901-908
    • Krebs, M.1    Roden, M.2
  • 52
    • 43849091607 scopus 로고    scopus 로고
    • Novel anticancer platinum(IV) complexes with adamantylamine: Their efficiency and innovative chemotherapy strategies modifying lipid metabolism
    • DOI 10.1155/2008/417897
    • Kozubik A., Vaculova A., Soucek K., Vondracek J., Turanek J., Hofmanova J., Novel anticancer platinum(IV) complexes with adamantylamine: their efficiency and innovative chemotherapy strategies modifying lipid metabolism. Metal-Based Drugs 2008 2008 15 417897 10.1155/2008/417897 (Pubitemid 351697081)
    • (2008) Metal-Based Drugs , vol.2008 , pp. 417897
    • Kozubik, A.1    Vaculova, A.2    Soueek, K.3    Vondracek, J.4    Turanek, J.5    Hofmanova, J.6
  • 53
    • 0037244775 scopus 로고    scopus 로고
    • Lipids as a target for drugs modulating multidrug resistance of cancer cells
    • DOI 10.2174/1389450033347172
    • Hendrich A. B., Michalak K., Lipids as a target for drugs modulating multidrug resistance of cancer cells. Current Drug Targets 2003 4 1 23 30 2-s2.0-0037244775 10.2174/1389450033347172 (Pubitemid 36131638)
    • (2003) Current Drug Targets , vol.4 , Issue.1 , pp. 23-30
    • Hendrich, A.B.1    Michalak, K.2
  • 54
    • 58549112996 scopus 로고    scopus 로고
    • Bioinformatics enrichment tools: Paths toward the comprehensive functional analysis of large gene lists
    • 2-s2.0-58549112996 10.1093/nar/gkn923
    • Huang D. W., Sherman B. T., Lempicki R. A., Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists. Nucleic Acids Research 2009 37 1 1 13 2-s2.0-58549112996 10.1093/nar/gkn923
    • (2009) Nucleic Acids Research , vol.37 , Issue.1 , pp. 1-13
    • Huang, D.W.1    Sherman, B.T.2    Lempicki, R.A.3
  • 55
    • 84877251556 scopus 로고    scopus 로고
    • Subpathway-GM: Identification of metabolic subpathways via joint power of interesting genes and metabolites and their topologies within pathways
    • ARTICLE E101 2-s2.0-84877251556 10.1093/nar/gkt161
    • Li C., Han J., Yao Q., Zou C., Xu Y., Zhang C., Shang D., Zhou L., Zou C., Sun Z., Li J., Zhang Y., Yang H., Gao X., Li X., Subpathway-GM: identification of metabolic subpathways via joint power of interesting genes and metabolites and their topologies within pathways. Nucleic Acids Research 2013 41 9, article e101 2-s2.0-84877251556 10.1093/nar/gkt161
    • (2013) Nucleic Acids Research , vol.41 , Issue.9
    • Li, C.1    Han, J.2    Yao, Q.3    Zou, C.4    Xu, Y.5    Zhang, C.6    Shang, D.7    Zhou, L.8    Zou, C.9    Sun, Z.10    Li, J.11    Zhang, Y.12    Yang, H.13    Gao, X.14    Li, X.15
  • 56
    • 84882589554 scopus 로고    scopus 로고
    • Topologically inferring risk-active pathways toward precise cancer classification by directed random walk
    • 2-s2.0-84882589554 10.1093/bioinformatics/btt373
    • Liu W., Li C., Xu Y., Yang H., Yao Q., Han J., Shang D., Zhang C., Su F., Li X., Li X., Xiao Y., Zhang F., Dai M., Topologically inferring risk-active pathways toward precise cancer classification by directed random walk. Bioinformatics 2013 29 17 2169 2177 2-s2.0-84882589554 10.1093/bioinformatics/ btt373
    • (2013) Bioinformatics , vol.29 , Issue.17 , pp. 2169-2177
    • Liu, W.1    Li, C.2    Xu, Y.3    Yang, H.4    Yao, Q.5    Han, J.6    Shang, D.7    Zhang, C.8    Su, F.9    Li, X.10    Li, X.11    Xiao, Y.12    Zhang, F.13    Dai, M.14


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.