메뉴 건너뛰기




Volumn 271, Issue 3, 2013, Pages 386-394

Pathway modeling of microarray data: A case study of pathway activity changes in the testis following in utero exposure to dibutyl phthalate (DBP)

Author keywords

Dibutyl Phthalate (DBP); Microarray data; Pathway analysis; Singular value decomposition (SVD); Time course

Indexed keywords

CHOLESTEROL; PHTHALIC ACID DIBUTYL ESTER; STEROID; TESTOSTERONE;

EID: 84883742339     PISSN: 0041008X     EISSN: 10960333     Source Type: Journal    
DOI: 10.1016/j.taap.2010.09.008     Document Type: Article
Times cited : (13)

References (59)
  • 1
    • 0034730140 scopus 로고    scopus 로고
    • Singular value decomposition for genome-wide expression data processing and modeling
    • Alter O., Brown P.O., Botstein D. Singular value decomposition for genome-wide expression data processing and modeling. Proc. Natl. Acad. Sci. USA 2000, 97:10101-10106.
    • (2000) Proc. Natl. Acad. Sci. USA , vol.97 , pp. 10101-10106
    • Alter, O.1    Brown, P.O.2    Botstein, D.3
  • 2
    • 77649193095 scopus 로고    scopus 로고
    • Gene expression profiling and pathway analysis of superficial bladder cancer in rats
    • Arum, C.J., Anderssen, E., Tommeras, K., Lundgren, S., Chen, D., Zhao, C.M., 2010. Gene expression profiling and pathway analysis of superficial bladder cancer in rats. Urology 75, 742-749.
    • (2010) Urology , vol.75 , pp. 742-749
    • Arum, C.J.1    Anderssen, E.2    Tommeras, K.3    Lundgren, S.4    Chen, D.5    Zhao, C.M.6
  • 4
    • 8844277626 scopus 로고    scopus 로고
    • Analyzing time series gene expression data
    • Bar-Joseph Z. Analyzing time series gene expression data. Bioinformatics 2004, 20:2493-2503.
    • (2004) Bioinformatics , vol.20 , pp. 2493-2503
    • Bar-Joseph, Z.1
  • 5
    • 0037772270 scopus 로고    scopus 로고
    • Pathogenesis of male reproductive tract lesions from gestation through adulthood following in utero exposure to Di(n-butyl) phthalate
    • Barlow N.J., Foster P.M. Pathogenesis of male reproductive tract lesions from gestation through adulthood following in utero exposure to Di(n-butyl) phthalate. Toxicol. Pathol. 2003, 31:397-410.
    • (2003) Toxicol. Pathol. , vol.31 , pp. 397-410
    • Barlow, N.J.1    Foster, P.M.2
  • 6
    • 0037497143 scopus 로고    scopus 로고
    • Quantitative changes in gene expression in fetal rat testes following exposure to di(n-butyl) phthalate
    • Barlow N.J., Phillips S.L., Wallace D.G., Sar M., Gaido K.W., Foster P.M. Quantitative changes in gene expression in fetal rat testes following exposure to di(n-butyl) phthalate. Toxicol. Sci. 2003, 73:431-441.
    • (2003) Toxicol. Sci. , vol.73 , pp. 431-441
    • Barlow, N.J.1    Phillips, S.L.2    Wallace, D.G.3    Sar, M.4    Gaido, K.W.5    Foster, P.M.6
  • 7
    • 1342281540 scopus 로고    scopus 로고
    • Male reproductive tract lesions at 6, 12, and 18months of age following in utero exposure to di(n-butyl) phthalate
    • Barlow N.J., McIntyre B.S., Foster P.M. Male reproductive tract lesions at 6, 12, and 18months of age following in utero exposure to di(n-butyl) phthalate. Toxicol. Pathol. 2004, 32:79-90.
    • (2004) Toxicol. Pathol. , vol.32 , pp. 79-90
    • Barlow, N.J.1    McIntyre, B.S.2    Foster, P.M.3
  • 9
    • 23044452551 scopus 로고    scopus 로고
    • The study of metabolic pathways in tumors based on the transcriptome
    • Bono H., Okazaki Y. The study of metabolic pathways in tumors based on the transcriptome. Semin. Cancer Biol. 2005, 15:290-299.
    • (2005) Semin. Cancer Biol. , vol.15 , pp. 290-299
    • Bono, H.1    Okazaki, Y.2
  • 10
    • 34248203587 scopus 로고    scopus 로고
    • Component retention in principal component analysis with application to cDNA microarray data
    • Cangelosi R., Goriely A. Component retention in principal component analysis with application to cDNA microarray data. Biol. Direct 2007, 2:2.
    • (2007) Biol. Direct , vol.2 , pp. 2
    • Cangelosi, R.1    Goriely, A.2
  • 12
    • 51849165044 scopus 로고    scopus 로고
    • Gene expression, dose-response, and phenotypic anchoring: applications for toxicogenomics in risk assessment
    • Daston G.P. Gene expression, dose-response, and phenotypic anchoring: applications for toxicogenomics in risk assessment. Toxicol. Sci. 2008, 105:233-234.
    • (2008) Toxicol. Sci. , vol.105 , pp. 233-234
    • Daston, G.P.1
  • 15
    • 0032808416 scopus 로고    scopus 로고
    • Concise review: gene expression applied to toxicology
    • Farr S., Dunn R.T. Concise review: gene expression applied to toxicology. Toxicol. Sci. 1999, 50:1-9.
    • (1999) Toxicol. Sci. , vol.50 , pp. 1-9
    • Farr, S.1    Dunn, R.T.2
  • 16
    • 33751241130 scopus 로고    scopus 로고
    • Acute and long-term effects of in utero exposure of rats to di(n-butyl) phthalate on testicular germ cell development and proliferation
    • Ferrara D., Hallmark N., Scott H., Brown R., McKinnell C., Mahood I.K., Sharpe R.M. Acute and long-term effects of in utero exposure of rats to di(n-butyl) phthalate on testicular germ cell development and proliferation. Endocrinology 2006, 147:5352-5362.
    • (2006) Endocrinology , vol.147 , pp. 5352-5362
    • Ferrara, D.1    Hallmark, N.2    Scott, H.3    Brown, R.4    McKinnell, C.5    Mahood, I.K.6    Sharpe, R.M.7
  • 17
    • 0029616588 scopus 로고
    • Hazardous substances data bank (HSDB) as a source of environmental fate information on chemicals
    • Fonger G.C. Hazardous substances data bank (HSDB) as a source of environmental fate information on chemicals. Toxicology 1995, 103:137-145.
    • (1995) Toxicology , vol.103 , pp. 137-145
    • Fonger, G.C.1
  • 21
    • 67650718148 scopus 로고    scopus 로고
    • Transgenerational effects of Di (2-ethylhexyl) phthalate in the male CRL:CD(SD) rat: added value of assessing multiple offspring per litter
    • Gray L.E., Barlow N.J., Howdeshell K.L., Ostby J.S., Furr J.R., Gray C.L. Transgenerational effects of Di (2-ethylhexyl) phthalate in the male CRL:CD(SD) rat: added value of assessing multiple offspring per litter. Toxicol. Sci. 2009, 110:411-425.
    • (2009) Toxicol. Sci. , vol.110 , pp. 411-425
    • Gray, L.E.1    Barlow, N.J.2    Howdeshell, K.L.3    Ostby, J.S.4    Furr, J.R.5    Gray, C.L.6
  • 23
    • 0034921979 scopus 로고    scopus 로고
    • Testing for differentially-expressed genes by maximum-likelihood analysis of microarray data
    • Ideker T., Thorsson V., Siegel A.F., Hood L.E. Testing for differentially-expressed genes by maximum-likelihood analysis of microarray data. J. Comput. Biol. 2000, 7:805-817.
    • (2000) J. Comput. Biol. , vol.7 , pp. 805-817
    • Ideker, T.1    Thorsson, V.2    Siegel, A.F.3    Hood, L.E.4
  • 24
    • 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, 28:27-30.
    • (2000) Nucleic Acids Res. , vol.28 , pp. 27-30
    • Kanehisa, M.1    Goto, S.2
  • 26
    • 24644470505 scopus 로고    scopus 로고
    • Ontological analysis of gene expression data: current tools, limitations, and open problems
    • Khatri P., Draghici S. Ontological analysis of gene expression data: current tools, limitations, and open problems. Bioinformatics 2005, 21:3587-3595.
    • (2005) Bioinformatics , vol.21 , pp. 3587-3595
    • Khatri, P.1    Draghici, S.2
  • 27
    • 0036724987 scopus 로고    scopus 로고
    • Biochemical networking contributes more to genetic buffering in human and mouse metabolic pathways than does gene duplication
    • Kitami T., Nadeau J.H. Biochemical networking contributes more to genetic buffering in human and mouse metabolic pathways than does gene duplication. Nat. Genet. 2002, 32:191-194.
    • (2002) Nat. Genet. , vol.32 , pp. 191-194
    • Kitami, T.1    Nadeau, J.H.2
  • 28
    • 23844539020 scopus 로고    scopus 로고
    • Exposure in utero to di(n-butyl) phthalate alters the vimentin cytoskeleton of fetal rat Sertoli cells and disrupts Sertoli cell-gonocyte contact
    • Kleymenova E., Swanson C., Boekelheide K., Gaido K.W. Exposure in utero to di(n-butyl) phthalate alters the vimentin cytoskeleton of fetal rat Sertoli cells and disrupts Sertoli cell-gonocyte contact. Biol. Reprod. 2005, 73:482-490.
    • (2005) Biol. Reprod. , vol.73 , pp. 482-490
    • Kleymenova, E.1    Swanson, C.2    Boekelheide, K.3    Gaido, K.W.4
  • 29
    • 35348836491 scopus 로고    scopus 로고
    • Human C-reactive protein slows atherosclerosis development in a mouse model with human-like hypercholesterolemia
    • Kovacs A., Tornvall P., Nilsson R., Tegner J., Hamsten A., Bjorkegren J. Human C-reactive protein slows atherosclerosis development in a mouse model with human-like hypercholesterolemia. Proc. Natl. Acad. Sci. USA 2007, 104:13768-13773.
    • (2007) Proc. Natl. Acad. Sci. USA , vol.104 , pp. 13768-13773
    • Kovacs, A.1    Tornvall, P.2    Nilsson, R.3    Tegner, J.4    Hamsten, A.5    Bjorkegren, J.6
  • 30
    • 32544433476 scopus 로고    scopus 로고
    • EDGE: extraction and analysis of differential gene expression
    • Leek J.T., Monsen E., Dabney A.R., Storey J.D. EDGE: extraction and analysis of differential gene expression. Bioinformatics 2006, 22:507-508.
    • (2006) Bioinformatics , vol.22 , pp. 507-508
    • Leek, J.T.1    Monsen, E.2    Dabney, A.R.3    Storey, J.D.4
  • 31
    • 4444242509 scopus 로고    scopus 로고
    • Dose-dependent alterations in gene expression and testosterone synthesis in the fetal testes of male rats exposed to di (n-butyl) phthalate
    • Lehmann K.P., Phillips S., Sar M., Foster P.M., Gaido K.W. Dose-dependent alterations in gene expression and testosterone synthesis in the fetal testes of male rats exposed to di (n-butyl) phthalate. Toxicol. Sci. 2004, 81:60-68.
    • (2004) Toxicol. Sci. , vol.81 , pp. 60-68
    • Lehmann, K.P.1    Phillips, S.2    Sar, M.3    Foster, P.M.4    Gaido, K.W.5
  • 35
    • 20844441799 scopus 로고    scopus 로고
    • Gene expression profiling following in utero exposure to phthalate esters reveals new gene targets in the etiology of testicular dysgenesis
    • Liu K., Lehmann K.P., Sar M., Young S.S., Gaido K.W. Gene expression profiling following in utero exposure to phthalate esters reveals new gene targets in the etiology of testicular dysgenesis. Biol. Reprod. 2005, 73:180-192.
    • (2005) Biol. Reprod. , vol.73 , pp. 180-192
    • Liu, K.1    Lehmann, K.P.2    Sar, M.3    Young, S.S.4    Gaido, K.W.5
  • 36
    • 0034352940 scopus 로고    scopus 로고
    • POWER_SAGE: comparing statistical tests for SAGE experiments
    • Man M.Z., Wang X., Wang Y. POWER_SAGE: comparing statistical tests for SAGE experiments. Bioinformatics 2000, 16:953-959.
    • (2000) Bioinformatics , vol.16 , pp. 953-959
    • Man, M.Z.1    Wang, X.2    Wang, Y.3
  • 38
    • 0034667194 scopus 로고    scopus 로고
    • DBP exerts its antiandrogenic activity by indirectly interfering with androgen signaling pathways
    • Mylchreest E., Foster P.M. DBP exerts its antiandrogenic activity by indirectly interfering with androgen signaling pathways. Toxicol. Appl. Pharmacol. 2000, 168:174-175.
    • (2000) Toxicol. Appl. Pharmacol. , vol.168 , pp. 174-175
    • Mylchreest, E.1    Foster, P.M.2
  • 39
    • 0031860360 scopus 로고    scopus 로고
    • Male reproductive tract malformations in rats following gestational and lactational exposure to Di(n-butyl) phthalate: an antiandrogenic mechanism?
    • Mylchreest E., Cattley R.C., Foster P.M. Male reproductive tract malformations in rats following gestational and lactational exposure to Di(n-butyl) phthalate: an antiandrogenic mechanism?. Toxicol. Sci. 1998, 43:47-60.
    • (1998) Toxicol. Sci. , vol.43 , pp. 47-60
    • Mylchreest, E.1    Cattley, R.C.2    Foster, P.M.3
  • 40
    • 0033010382 scopus 로고    scopus 로고
    • Disruption of androgen-regulated male reproductive development by di(n-butyl) phthalate during late gestation in rats is different from flutamide
    • Mylchreest E., Sar M., Cattley R.C., Foster P.M. Disruption of androgen-regulated male reproductive development by di(n-butyl) phthalate during late gestation in rats is different from flutamide. Toxicol. Appl. Pharmacol. 1999, 156:81-95.
    • (1999) Toxicol. Appl. Pharmacol. , vol.156 , pp. 81-95
    • Mylchreest, E.1    Sar, M.2    Cattley, R.C.3    Foster, P.M.4
  • 41
    • 0036010069 scopus 로고    scopus 로고
    • Fetal testosterone insufficiency and abnormal proliferation of Leydig cells and gonocytes in rats exposed to di(n-butyl) phthalate
    • Mylchreest E., Sar M., Wallace D.G., Foster P.M. Fetal testosterone insufficiency and abnormal proliferation of Leydig cells and gonocytes in rats exposed to di(n-butyl) phthalate. Reprod. Toxicol. 2002, 16:19-28.
    • (2002) Reprod. Toxicol. , vol.16 , pp. 19-28
    • Mylchreest, E.1    Sar, M.2    Wallace, D.G.3    Foster, P.M.4
  • 43
    • 34447577913 scopus 로고    scopus 로고
    • Time-dependent and compartment-specific effects of in utero exposure to Di(n-butyl) phthalate on gene/protein expression in the fetal rat testis as revealed by transcription profiling and laser capture microdissection
    • Plummer S., Sharpe R.M., Hallmark N., Mahood I.K., Elcombe C. Time-dependent and compartment-specific effects of in utero exposure to Di(n-butyl) phthalate on gene/protein expression in the fetal rat testis as revealed by transcription profiling and laser capture microdissection. Toxicol. Sci. 2007, 97:520-532.
    • (2007) Toxicol. Sci. , vol.97 , pp. 520-532
    • Plummer, S.1    Sharpe, R.M.2    Hallmark, N.3    Mahood, I.K.4    Elcombe, C.5
  • 44
    • 14644430468 scopus 로고    scopus 로고
    • Calculating the statistical significance of changes in pathway activity from gene expression data
    • Article 16
    • Rahnenfuhrer J., Domingues F.S., Maydt J., Lengauer T. Calculating the statistical significance of changes in pathway activity from gene expression data. Stat. Appl. Genet. Mol. Biol. 2004, 3. Article 16.
    • (2004) Stat. Appl. Genet. Mol. Biol. , vol.3
    • Rahnenfuhrer, J.1    Domingues, F.S.2    Maydt, J.3    Lengauer, T.4
  • 46
    • 0035194978 scopus 로고    scopus 로고
    • Altered gene profiles in fetal rat testes after in utero exposure to di(n-butyl) phthalate
    • Shultz V.D., Phillips S., Sar M., Foster P.M., Gaido K.W. Altered gene profiles in fetal rat testes after in utero exposure to di(n-butyl) phthalate. Toxicol. Sci. 2001, 64:233-242.
    • (2001) Toxicol. Sci. , vol.64 , pp. 233-242
    • Shultz, V.D.1    Phillips, S.2    Sar, M.3    Foster, P.M.4    Gaido, K.W.5
  • 47
    • 34250029365 scopus 로고    scopus 로고
    • Integrative analysis of the mouse embryonic transcriptome
    • Singh A.V., Knudsen K.B., Knudsen T.B. Integrative analysis of the mouse embryonic transcriptome. Bioinformation 2007, 1:406-413.
    • (2007) Bioinformation , vol.1 , pp. 406-413
    • Singh, A.V.1    Knudsen, K.B.2    Knudsen, T.B.3
  • 50
    • 1442299146 scopus 로고    scopus 로고
    • Di(n-butyl) phthalate impairs cholesterol transport and steroidogenesis in the fetal rat testis through a rapid and reversible mechanism
    • Thompson C.J., Ross S.M., Gaido K.W. Di(n-butyl) phthalate impairs cholesterol transport and steroidogenesis in the fetal rat testis through a rapid and reversible mechanism. Endocrinology 2004, 145:1227-1237.
    • (2004) Endocrinology , vol.145 , pp. 1227-1237
    • Thompson, C.J.1    Ross, S.M.2    Gaido, K.W.3
  • 51
    • 27144454322 scopus 로고    scopus 로고
    • Differential steroidogenic gene expression in the fetal adrenal gland versus the testis and rapid and dynamic response of the fetal testis to di(n-butyl) phthalate
    • Thompson C.J., Ross S.M., Hensley J., Liu K., Heinze S.C., Young S.S., Gaido K.W. Differential steroidogenic gene expression in the fetal adrenal gland versus the testis and rapid and dynamic response of the fetal testis to di(n-butyl) phthalate. Biol. Reprod. 2005, 73:908-917.
    • (2005) Biol. Reprod. , vol.73 , pp. 908-917
    • Thompson, C.J.1    Ross, S.M.2    Hensley, J.3    Liu, K.4    Heinze, S.C.5    Young, S.S.6    Gaido, K.W.7
  • 52
    • 25444472585 scopus 로고    scopus 로고
    • Pathway level analysis of gene expression using singular value decomposition
    • Tomfohr J., Lu J., Kepler T.B. Pathway level analysis of gene expression using singular value decomposition. BMC Bioinform. 2005, 6:225.
    • (2005) BMC Bioinform. , vol.6 , pp. 225
    • Tomfohr, J.1    Lu, J.2    Kepler, T.B.3
  • 53
    • 0036856209 scopus 로고    scopus 로고
    • Nonparametric methods for identifying differentially expressed genes in microarray data
    • Troyanskaya O.G., Garber M.E., Brown P.O., Botstein D., Altman R.B. Nonparametric methods for identifying differentially expressed genes in microarray data. Bioinformatics 2002, 18:1454-1461.
    • (2002) Bioinformatics , vol.18 , pp. 1454-1461
    • Troyanskaya, O.G.1    Garber, M.E.2    Brown, P.O.3    Botstein, D.4    Altman, R.B.5
  • 54
    • 0037195138 scopus 로고    scopus 로고
    • Quantitative noise analysis for gene expression microarray experiments
    • Tu Y., Stolovitzky G., Klein U. Quantitative noise analysis for gene expression microarray experiments. Proc. Natl. Acad. Sci. USA 2002, 99:14031-14036.
    • (2002) Proc. Natl. Acad. Sci. USA , vol.99 , pp. 14031-14036
    • Tu, Y.1    Stolovitzky, G.2    Klein, U.3
  • 55
    • 0035942271 scopus 로고    scopus 로고
    • Significance analysis of microarrays applied to the ionizing radiation response
    • Tusher V.G., Tibshirani R., Chu G. Significance analysis of microarrays applied to the ionizing radiation response. Proc. Natl. Acad. Sci. USA 2001, 98:5116-5121.
    • (2001) Proc. Natl. Acad. Sci. USA , vol.98 , pp. 5116-5121
    • Tusher, V.G.1    Tibshirani, R.2    Chu, G.3
  • 57
    • 47349103055 scopus 로고    scopus 로고
    • Genome-scale cluster analysis of replicated microarrays using shrinkage correlation coefficient
    • Yao J., Chang C., Salmi M.L., Hung Y.S., Loraine A., Roux S.J. Genome-scale cluster analysis of replicated microarrays using shrinkage correlation coefficient. BMC Bioinform. 2008, 9:288.
    • (2008) BMC Bioinform. , vol.9 , pp. 288
    • Yao, J.1    Chang, C.2    Salmi, M.L.3    Hung, Y.S.4    Loraine, A.5    Roux, S.J.6
  • 58
    • 0037667290 scopus 로고    scopus 로고
    • Clustering gene-expression data with repeated measurements
    • Yeung K.Y., Medvedovic M., Bumgarner R.E. Clustering gene-expression data with repeated measurements. Genome Biol. 2003, 4:R34.
    • (2003) Genome Biol. , vol.4
    • Yeung, K.Y.1    Medvedovic, M.2    Bumgarner, R.E.3
  • 59
    • 36749091181 scopus 로고    scopus 로고
    • A comparative gene expression profile of the whole eye from human, mouse, and guinea pig
    • Zhou X., Wang W., Lu F., Hu S., Jiang L., Yan D., Zhang X., Yu X., Yu J., Qu J. A comparative gene expression profile of the whole eye from human, mouse, and guinea pig. Mol. Vis. 2007, 13:2214-2221.
    • (2007) Mol. Vis. , vol.13 , pp. 2214-2221
    • Zhou, X.1    Wang, W.2    Lu, F.3    Hu, S.4    Jiang, L.5    Yan, D.6    Zhang, X.7    Yu, X.8    Yu, J.9    Qu, J.10


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.