메뉴 건너뛰기




Volumn 5, Issue 6, 2007, Pages 677-695

Coordinated regulation of maize genes during increasing exposure to ultraviolet radiation: Identification of ultraviolet-responsive genes, functional processes and associated potential promoter motifs

Author keywords

Gene ontology; Maize; Microarray; Motifs; Time course; Ultraviolet

Indexed keywords

ARTICLE; DNA MICROARRAY; GENE; GENE EXPRESSION PROFILING; GENE EXPRESSION REGULATION; GENETICS; MAIZE; PROMOTER REGION; RADIATION EXPOSURE; STATISTICAL MODEL; TIME; ULTRAVIOLET RADIATION;

EID: 35148816894     PISSN: 14677644     EISSN: 14677652     Source Type: Journal    
DOI: 10.1111/j.1467-7652.2007.00282.x     Document Type: Article
Times cited : (17)

References (59)
  • 1
    • 0028685490 scopus 로고
    • Fitting a mixture model by expectation maximization to discover motifs in biopolymers
    • Altman, R., Brutlag, D., Karp, P., Lathrop, R. Searls, D., eds). pp. Menlo Park, CA: AAAI Press.
    • Bailey, T.L. Elkan, C. (1994) Fitting a mixture model by expectation maximization to discover motifs in biopolymers. In: Proceedings of the Second International Conference on Intelligent Systems for Molecular Biology (Altman R., Brutlag D., Karp P., Lathrop R. Searls D., eds) pp. 28 36. Menlo Park, CA: AAAI Press.
    • (1994) Proceedings of the Second International Conference on Intelligent Systems for Molecular Biology , pp. 28-36
    • Bailey, T.L.1    Elkan, C.2
  • 2
    • 0031877016 scopus 로고    scopus 로고
    • Combining evidence using p-values: Application to sequence homology searches
    • Bailey, T.L. Gribskov, M. (1998) Combining evidence using p-values: application to sequence homology searches. Bioinformatics, 14, 48 54.
    • (1998) Bioinformatics , vol.14 , pp. 48-54
    • Bailey, T.L.1    Gribskov, M.2
  • 3
    • 8844277626 scopus 로고    scopus 로고
    • Analyzing time series gene expression data
    • Bar-Joseph, Z. (2004) Analyzing time series gene expression data. Bioinformatics, 20, 2493 2503.
    • (2004) Bioinformatics , vol.20 , pp. 2493-2503
    • Bar-Joseph, Z.1
  • 5
    • 9644262403 scopus 로고    scopus 로고
    • Split-plot microarray design allows sensitive detection of expression differences after ultraviolet radiation in the inbred parental lines of a key maize mapping population
    • Blum, J.E., Casati, P., Walbot, V. Stapleton, A.E. (2004) Split-plot microarray design allows sensitive detection of expression differences after ultraviolet radiation in the inbred parental lines of a key maize mapping population. Plant Cell Environ. 27, 1374 1386.
    • (2004) Plant Cell Environ. , vol.27 , pp. 1374-1386
    • Blum, J.E.1    Casati, P.2    Walbot, V.3    Stapleton, A.E.4
  • 6
    • 33747813561 scopus 로고    scopus 로고
    • The Inferelator: An algorithm for learning parsimonious regulatory networks from systems-biology data sets de novo
    • Bonneau, R., Reiss, D.J., Shannon, P., Facciotti, M., Hood, L., Baliga, N.S. Thorsson, V. (2006) The Inferelator: an algorithm for learning parsimonious regulatory networks from systems-biology data sets de novo. Genome Biol. 7, R36.
    • (2006) Genome Biol. , vol.7
    • Bonneau, R.1    Reiss, D.J.2    Shannon, P.3    Facciotti, M.4    Hood, L.5    Baliga, N.S.6    Thorsson, V.7
  • 9
    • 0035449990 scopus 로고    scopus 로고
    • Intraspecific comparisons reveal differences in the pattern of ultraviolet radiation responses in four maize (Zea mays L.) varieties
    • Cartwright, H.N., Baucom, C., Singh, P., Smith, K.L. Stapleton, A.E. (2001) Intraspecific comparisons reveal differences in the pattern of ultraviolet radiation responses in four maize (Zea mays L.) varieties. J. Photochem. Photobiol. B: Biol. 62, 88 96.
    • (2001) J. Photochem. Photobiol. B: Biol. , vol.62 , pp. 88-96
    • Cartwright, H.N.1    Baucom, C.2    Singh, P.3    Smith, K.L.4    Stapleton, A.E.5
  • 10
    • 0042890597 scopus 로고    scopus 로고
    • Gene expression profiling in response to ultraviolet radiation in maize genotypes with varying flavonoid content
    • Casati, P. Walbot, V. (2003) Gene expression profiling in response to ultraviolet radiation in maize genotypes with varying flavonoid content. Plant Physiol. 132, 1739 1754.
    • (2003) Plant Physiol. , vol.132 , pp. 1739-1754
    • Casati, P.1    Walbot, V.2
  • 11
    • 16544392851 scopus 로고    scopus 로고
    • Crosslinking of ribosomal proteins to RNA in maize ribosomes by UV-B and its effects on translation
    • Casati, P. Walbot, V. (2004) Crosslinking of ribosomal proteins to RNA in maize ribosomes by UV-B and its effects on translation. Plant Physiol. 1 (136 3319 3332.
    • (2004) Plant Physiol. , vol.1 , Issue.136 , pp. 3319-3332
    • Casati, P.1    Walbot, V.2
  • 12
    • 21244486304 scopus 로고    scopus 로고
    • Differential accumulation of maysin and rhamnosylisorientin in leaves of high altitude landraces of maize after UV-B exposure
    • Casati, P. Walbot, V. (2005) Differential accumulation of maysin and rhamnosylisorientin in leaves of high altitude landraces of maize after UV-B exposure. Plant Cell Environ. 28, 788 799.
    • (2005) Plant Cell Environ. , vol.28 , pp. 788-799
    • Casati, P.1    Walbot, V.2
  • 13
    • 33646240362 scopus 로고    scopus 로고
    • Genome-wide analysis of high altitude maize and gene knockdown stocks implicates chromatin remodeling proteins in responses to UV-B
    • Casati, P., Stapleton, A.E., Blum, J.E. Walbot, V. (2006) Genome-wide analysis of high altitude maize and gene knockdown stocks implicates chromatin remodeling proteins in responses to UV-B. Plant J. 46, 613 627.
    • (2006) Plant J. , vol.46 , pp. 613-627
    • Casati, P.1    Stapleton, A.E.2    Blum, J.E.3    Walbot, V.4
  • 14
    • 0030249805 scopus 로고    scopus 로고
    • Distinct UV-B and UV-A/blue light signal transduction pathways induce chalcone synthase gene expression in Arabidopsis cells
    • Christie, J.M. Jenkins, G.I. (1996) Distinct UV-B and UV-A/blue light signal transduction pathways induce chalcone synthase gene expression in Arabidopsis cells. Plant Cell, 8, 1555 1567.
    • (1996) Plant Cell , vol.8 , pp. 1555-1567
    • Christie, J.M.1    Jenkins, G.I.2
  • 15
    • 33644871376 scopus 로고    scopus 로고
    • Microarray analysis of the transcriptome as a stepping stone towards understanding biological systems: Practical considerations and perspectives
    • Clarke, J.D. Zhu, T. (2006) Microarray analysis of the transcriptome as a stepping stone towards understanding biological systems: practical considerations and perspectives. Plant J. 45, 630 650.
    • (2006) Plant J. , vol.45 , pp. 630-650
    • Clarke, J.D.1    Zhu, T.2
  • 16
    • 0029807182 scopus 로고    scopus 로고
    • The octadecanoid signalling pathway in plants mediates a response to ultraviolet radiation
    • Conconi, A., Smerdon, M.J., Howe, G.A. Ryan, C.A. (1996) The octadecanoid signalling pathway in plants mediates a response to ultraviolet radiation. Nature, 383, 826 829.
    • (1996) Nature , vol.383 , pp. 826-829
    • Conconi, A.1    Smerdon, M.J.2    Howe, G.A.3    Ryan, C.A.4
  • 18
    • 33645020712 scopus 로고    scopus 로고
    • The contribution of breeding to yield advances in maize (Zea mays L.)
    • Duvick, D.N. (2005) The contribution of breeding to yield advances in maize (Zea mays L.). Adv. Agron. 86, 83 145.
    • (2005) Adv. Agron. , vol.86 , pp. 83-145
    • Duvick, D.N.1
  • 19
    • 4644303153 scopus 로고    scopus 로고
    • Genomics and the physiologist: Bridging the gap between genes and crop response
    • Edmeades, G.O., McMaster, G.S., White, J.W. Campos, H. (2004) Genomics and the physiologist: bridging the gap between genes and crop response. Field Crops Res. 90, 5 18.
    • (2004) Field Crops Res. , vol.90 , pp. 5-18
    • Edmeades, G.O.1    McMaster, G.S.2    White, J.W.3    Campos, H.4
  • 20
    • 0347694402 scopus 로고    scopus 로고
    • Ultraviolet-B radiation-mediated responses in plants. Balancing damage and protection
    • Frohnmeyer, H. Staiger, D. (2003) Ultraviolet-B radiation-mediated responses in plants. Balancing damage and protection. Plant Physiol. 133, 1420 1428.
    • (2003) Plant Physiol. , vol.133 , pp. 1420-1428
    • Frohnmeyer, H.1    Staiger, D.2
  • 21
    • 0030943022 scopus 로고    scopus 로고
    • Evidence for some signal transduction elements involved in UV-light-dependent responses in parsley protoplasts
    • Frohnmeyer, H., Bowler, C. Schafer, E. (1997) Evidence for some signal transduction elements involved in UV-light-dependent responses in parsley protoplasts. J. Exp. Bot. 48, 739 750.
    • (1997) J. Exp. Bot. , vol.48 , pp. 739-750
    • Frohnmeyer, H.1    Bowler, C.2    Schafer, E.3
  • 22
    • 24744442994 scopus 로고    scopus 로고
    • Quality assessment of maize assembled genomic islands (MAGIs) and large-scale experimental verification of predicted genes
    • Fu, Y., Emrich, S.J., Guo, L., Wen, T.J., Ashlock, D.A., Aluru, S. Schnable, P.S. (2005) Quality assessment of maize assembled genomic islands (MAGIs) and large-scale experimental verification of predicted genes. Proc. Natl. Acad. Sci. USA, 102, 12 282 12 287.
    • (2005) Proc. Natl. Acad. Sci. USA , vol.102 , pp. 12282-12287
    • Fu, Y.1    Emrich, S.J.2    Guo, L.3    Wen, T.J.4    Ashlock, D.A.5    Aluru, S.6    Schnable, P.S.7
  • 23
    • 4644327151 scopus 로고    scopus 로고
    • Effects of supplementary ultraviolet-B irradiance on maize yield and qualities: A field experiment
    • Gao, W., Zheng, Y., Slusser, J.R., Heisler, G.M., Grant, R.H., Xu, J. He, D. (2004) Effects of supplementary ultraviolet-B irradiance on maize yield and qualities: a field experiment. Photochem. Photobiol. 80, 127 131.
    • (2004) Photochem. Photobiol. , vol.80 , pp. 127-131
    • Gao, W.1    Zheng, Y.2    Slusser, J.R.3    Heisler, G.M.4    Grant, R.H.5    Xu, J.6    He, D.7
  • 25
    • 0032033377 scopus 로고    scopus 로고
    • Identification of UV/blue light-response elements in the Arabidopsis thaliana chalcone synthase promoter using a homologous protoplast transient expression system
    • Hartmann, U., Valentine, W.J., Christie, J.M., Hays, J., Jenkins, G.I. Weisshaar, B. (1998) Identification of UV/blue light-response elements in the Arabidopsis thaliana chalcone synthase promoter using a homologous protoplast transient expression system. Plant Mol. Biol. 36, 741 754.
    • (1998) Plant Mol. Biol. , vol.36 , pp. 741-754
    • Hartmann, U.1    Valentine, W.J.2    Christie, J.M.3    Hays, J.4    Jenkins, G.I.5    Weisshaar, B.6
  • 26
    • 0032918558 scopus 로고    scopus 로고
    • Plants cis-acting regulatory DNA elements (PLACE) database: 1999
    • Higo, K., Ugawa, Y., Iwamoto, M. Korenaga, T. (1999) Plants cis-acting regulatory DNA elements (PLACE) database: 1999. Nucleic Acids Res. 27, 297 300.
    • (1999) Nucleic Acids Res. , vol.27 , pp. 297-300
    • Higo, K.1    Ugawa, Y.2    Iwamoto, M.3    Korenaga, T.4
  • 27
    • 0041888474 scopus 로고    scopus 로고
    • Convergence of signaling pathways induced by systemin, oligosaccharide elicitors, and ultraviolet-B radiation at the level of mitogen-activated protein kinases in Lycopersicon peruvianum suspension-cultured cells
    • Holley, S.R., Yalamanchili, R.D., Moura, D.S., Ryan, C.A. Stratmann, J.W. (2003) Convergence of signaling pathways induced by systemin, oligosaccharide elicitors, and ultraviolet-B radiation at the level of mitogen-activated protein kinases in Lycopersicon peruvianum suspension-cultured cells. Plant Physiol. 132, 1728 1738.
    • (2003) Plant Physiol. , vol.132 , pp. 1728-1738
    • Holley, S.R.1    Yalamanchili, R.D.2    Moura, D.S.3    Ryan, C.A.4    Stratmann, J.W.5
  • 28
    • 33748364557 scopus 로고    scopus 로고
    • Overexpressing a NAM, ATAF, and CUC (NAC) transcription factor enhances drought resistance and salt tolerance in rice
    • Hu, H., Dai, M., Yao, J., Xiao, B., Li, X., Zhang, Q. Xiong, L. (2006) Overexpressing a NAM, ATAF, and CUC (NAC) transcription factor enhances drought resistance and salt tolerance in rice. Proc. Natl. Acad. Sci. 103, 12 987 12 992.
    • (2006) Proc. Natl. Acad. Sci. , vol.103 , pp. 12987-12992
    • Hu, H.1    Dai, M.2    Yao, J.3    Xiao, B.4    Li, X.5    Zhang, Q.6    Xiong, L.7
  • 29
    • 11244346557 scopus 로고    scopus 로고
    • Variance stabilization applied to microarray data calibration and to the quantification of differential expression
    • Huber, W., von Heydebreck, A., Sultmann, H., Poustka, A. Vingron, M. (2002) Variance stabilization applied to microarray data calibration and to the quantification of differential expression. Bioinformatics, 18 (Suppl. 1 S96 S104.
    • (2002) Bioinformatics , vol.181
    • Huber, W.1    Von Heydebreck, A.2    Sultmann, H.3    Poustka, A.4    Vingron, M.5
  • 30
    • 33645701121 scopus 로고    scopus 로고
    • Supplementary ultraviolet-B irradiation reveals differences in stress responses between Arabidopsis thaliana ecotypes
    • Kalbina, I. Strid, A. (2006) Supplementary ultraviolet-B irradiation reveals differences in stress responses between Arabidopsis thaliana ecotypes. Plant Cell Environ. 29, 754 763.
    • (2006) Plant Cell Environ. , vol.29 , pp. 754-763
    • Kalbina, I.1    Strid, A.2
  • 31
    • 0346733313 scopus 로고    scopus 로고
    • Design considerations for efficient and effective microarray studies
    • Kerr, M.K. (2003) Design considerations for efficient and effective microarray studies. Biometrics, 59, 822 828.
    • (2003) Biometrics , vol.59 , pp. 822-828
    • Kerr, M.K.1
  • 33
    • 0036085047 scopus 로고    scopus 로고
    • PlantCARE, a database of plant cis-acting regulatory elements and a portal to tools for in silico analysis of promoter sequences
    • Lescot, M., Dehais, P., Thijs, G., Marchal, K., Moreau, Y., Van de Peer, Y., Rouze, P. Rombauts, S. (2002) PlantCARE, a database of plant cis-acting regulatory elements and a portal to tools for in silico analysis of promoter sequences. Nucleic Acids Research 30, 325 327.
    • (2002) Nucleic Acids Research , vol.30 , pp. 325-327
    • Lescot, M.1    Dehais, P.2    Thijs, G.3    Marchal, K.4    Moreau, Y.5    Van De Peer, Y.6    Rouze, P.7    Rombauts, S.8
  • 34
    • 0000703267 scopus 로고
    • Arabidopsis flavonoid mutants are hypersensitive to UV-B irradiation
    • Li, J., Ou-Lee, T.-M., Raba, R., Amundson, R.G. Last, R.L. (1993) Arabidopsis flavonoid mutants are hypersensitive to UV-B irradiation. Plant Cell, 5, 171 179.
    • (1993) Plant Cell , vol.5 , pp. 171-179
    • Li, J.1    Ou-Lee, T.-M.2    Raba, R.3    Amundson, R.G.4    Last, R.L.5
  • 35
    • 0141798522 scopus 로고    scopus 로고
    • Quantitative assessment of the importance of dye switching and biological replication in cDNA microarray studies
    • Liang, M., Briggs, A.G., Rute, E., Greene, A.S. Cowley, A.W. Jr. (2003) Quantitative assessment of the importance of dye switching and biological replication in cDNA microarray studies. Physiol. Genomics, 14, 199 207.
    • (2003) Physiol. Genomics , vol.14 , pp. 199-207
    • Liang, M.1    Briggs, A.G.2    Rute, E.3    Greene, A.S.4    Cowley Jr., A.W.5
  • 36
    • 0028993802 scopus 로고
    • Changes in ultraviolet radiation reaching the earth's surface
    • Madronich, S., Mckenzie, R.I., Caldwell, M.M. Bjorn, L.O. (1995) Changes in ultraviolet radiation reaching the earth's surface. AMBIO, 24, 143 152.
    • (1995) AMBIO , vol.24 , pp. 143-152
    • Madronich, S.1    McKenzie, R.I.2    Caldwell, M.M.3    Bjorn, L.O.4
  • 38
    • 0037218103 scopus 로고    scopus 로고
    • Ecological roles of solar UV radiation: Towards an integrated approach
    • Paul, N.D. Gwynn-Jones, D. (2003) Ecological roles of solar UV radiation: towards an integrated approach. Trends Ecol. Evol. 18, 48 55.
    • (2003) Trends Ecol. Evol. , vol.18 , pp. 48-55
    • Paul, N.D.1    Gwynn-Jones, D.2
  • 39
    • 27544514952 scopus 로고    scopus 로고
    • ORIOGEN: Order restricted inference for ordered gene expression data
    • Peddada, S., Harris, S., Zajd, J. Harvey, E. (2005) ORIOGEN: order restricted inference for ordered gene expression data. Bioinformatics, 21, 3933 3934.
    • (2005) Bioinformatics , vol.21 , pp. 3933-3934
    • Peddada, S.1    Harris, S.2    Zajd, J.3    Harvey, E.4
  • 40
    • 0037620663 scopus 로고    scopus 로고
    • Gene selection and clustering for time-course and dose-response microarray experiments using order-restricted inference
    • Peddada, S.D., Lobenhofer, E.K., Li, L., Afshari, C.A., Weinberg, C.R. Umbach, D.M. (2003) Gene selection and clustering for time-course and dose-response microarray experiments using order-restricted inference. Bioinformatics, 19, 834 841.
    • (2003) Bioinformatics , vol.19 , pp. 834-841
    • Peddada, S.D.1    Lobenhofer, E.K.2    Li, L.3    Afshari, C.A.4    Weinberg, C.R.5    Umbach, D.M.6
  • 43
    • 28444445926 scopus 로고    scopus 로고
    • R Development Core Team (. Vienna, Australia: R Foundation for. Statistical Computing.
    • R Development Core Team (2005) R: A Language and Environment for Statistical Computing. Vienna, Australia: R Foundation for Statistical Computing.
    • (2005) R: A Language and Environment for Statistical Computing.
  • 44
    • 34250277784 scopus 로고
    • Leaf epidermal transmittance of ultraviolet radiation and its implication for plant sensitivity to ultraviolet-radiation induced injury
    • Robberecht, R. Caldwell, M.M. (1978) Leaf epidermal transmittance of ultraviolet radiation and its implication for plant sensitivity to ultraviolet-radiation induced injury. Oecologia, 32, 277 287.
    • (1978) Oecologia , vol.32 , pp. 277-287
    • Robberecht, R.1    Caldwell, M.M.2
  • 45
    • 22344452395 scopus 로고    scopus 로고
    • Depletion of stratospheric ozone over the Antarctic and Arctic: Responses of plants of polar terrestrial ecosystems to enhanced UV-B, an overview
    • Rozema, J., Boelen, P. Blokker, R. (2005) Depletion of stratospheric ozone over the Antarctic and Arctic: responses of plants of polar terrestrial ecosystems to enhanced UV-B, an overview. Environ. Pollut. 137, 428 442.
    • (2005) Environ. Pollut. , vol.137 , pp. 428-442
    • Rozema, J.1    Boelen, P.2    Blokker, R.3
  • 47
    • 5044222337 scopus 로고    scopus 로고
    • Ultraviolet-B signalling: Arabidopsis brassinosteroid mutants are defective in UV-B regulated defence gene expression
    • Savenstrand, H., Brosche, M. Strid, A. (2004) Ultraviolet-B signalling: Arabidopsis brassinosteroid mutants are defective in UV-B regulated defence gene expression. Plant Physiol. Biochem. 42, 687 694.
    • (2004) Plant Physiol. Biochem. , vol.42 , pp. 687-694
    • Savenstrand, H.1    Brosche, M.2    Strid, A.3
  • 48
    • 15944364151 scopus 로고    scopus 로고
    • An empirical Bayes approach to inferring large-scale gene association networks
    • Schafer, J. Strimmer, K. (2005) An empirical Bayes approach to inferring large-scale gene association networks. Bioinformatics, 21, 754 764.
    • (2005) Bioinformatics , vol.21 , pp. 754-764
    • Schafer, J.1    Strimmer, K.2
  • 49
    • 0028464820 scopus 로고
    • Flavonoids protect maize DNA from the induction of ultraviolet radiation damage
    • Stapleton, A. Walbot, V. (1994) Flavonoids protect maize DNA from the induction of ultraviolet radiation damage. Plant Physiol. 105, 881 889.
    • (1994) Plant Physiol. , vol.105 , pp. 881-889
    • Stapleton, A.1    Walbot, V.2
  • 50
    • 0042424602 scopus 로고    scopus 로고
    • Statistical significance for genomewide studies
    • Storey, J.D. Tibshirani, R. (2003) Statistical significance for genomewide studies. Proc. Natl. Acad. Sci. USA, 100, 9440 9445.
    • (2003) Proc. Natl. Acad. Sci. USA , vol.100 , pp. 9440-9445
    • Storey, J.D.1    Tibshirani, R.2
  • 52
    • 23944460533 scopus 로고    scopus 로고
    • Signalling and gene regulation in response to ultraviolet light
    • Ulm, R. Nagy, F. (2005) Signalling and gene regulation in response to ultraviolet light. Curr. Opin. Plant Biol. 8, 477 482.
    • (2005) Curr. Opin. Plant Biol. , vol.8 , pp. 477-482
    • Ulm, R.1    Nagy, F.2
  • 53
    • 0842299514 scopus 로고    scopus 로고
    • Genome-wide analysis of gene expression reveals function of the bZIP transcription factor HY5 in the UV-B response of Arabidopsis
    • Ulm, R., Baumann, A., Oravecz, A., Mate, Z., Adam, E., Oakeley, E.J., Schafer, E. Nagy, F. (2004) Genome-wide analysis of gene expression reveals function of the bZIP transcription factor HY5 in the UV-B response of Arabidopsis. Proc. Natl. Acad. Sci. USA, 101, 1397 1402.
    • (2004) Proc. Natl. Acad. Sci. USA , vol.101 , pp. 1397-1402
    • Ulm, R.1    Baumann, A.2    Oravecz, A.3    Mate, Z.4    Adam, E.5    Oakeley, E.J.6    Schafer, E.7    Nagy, F.8
  • 54
    • 33344460036 scopus 로고    scopus 로고
    • Understanding regulatory networks and engineering for enhanced drought tolerance in plants
    • Valliyodan, B. Nguyen, H.T. (2006) Understanding regulatory networks and engineering for enhanced drought tolerance in plants. Curr. Opin. Plant Biol. 9, 189 195.
    • (2006) Curr. Opin. Plant Biol. , vol.9 , pp. 189-195
    • Valliyodan, B.1    Nguyen, H.T.2
  • 55
    • 0033521907 scopus 로고    scopus 로고
    • UV-B damage amplified by transposons in maize
    • Walbot, V. (1999) UV-B damage amplified by transposons in maize. Nature, 397, 398 399.
    • (1999) Nature , vol.397 , pp. 398-399
    • Walbot, V.1
  • 57
    • 0036319960 scopus 로고    scopus 로고
    • Design issues for cDNA microarray experiments
    • Yang, Y.H. Speed, T.P. (2002) Design issues for cDNA microarray experiments. Nat. Rev. Genet. 3, 579 588.
    • (2002) Nat. Rev. Genet. , vol.3 , pp. 579-588
    • Yang, Y.H.1    Speed, T.P.2
  • 58
    • 1342294092 scopus 로고    scopus 로고
    • Normalization for cDNA microarray data: A robust composite method addressing single and multiple slide systematic variation
    • Yang, Y.H., Dudoit, S., Luu, P., Lin, D.M., Peng, V., Ngai, J. Speed, T.P. (2002) Normalization for cDNA microarray data: a robust composite method addressing single and multiple slide systematic variation. Nucleic Acids Res. 30, e15.
    • (2002) Nucleic Acids Res. , vol.30
    • Yang, Y.H.1    Dudoit, S.2    Luu, P.3    Lin, D.M.4    Peng, V.5    Ngai, J.6    Speed, T.P.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.