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Volumn 68, Issue 1, 2007, Pages 19-32

Development of bioinformatic tools to support EST-sequencing, in silico- and microarray-based transcriptome profiling in mycorrhizal symbioses

Author keywords

Arbuscular mycorrhiza; Bioinformatics; Ectomycorrhiza; Ectomycorrhizal fungi; EST Clustering; EST Sequencing; Glomus intraradices; in silico Profiling; Macroarrays; Medicago truncatula; Microarrays; Populus tremula; Transcriptome database

Indexed keywords

AMANITA MUSCARIA; AMANITA PHALLOIDES; ARBUSCULAR; FUNGI; GLOMUS INTRARADICES; MEDICAGO TRUNCATULA; POPULUS TREMULA;

EID: 33845669590     PISSN: 00319422     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.phytochem.2006.09.026     Document Type: Review
Times cited : (40)

References (81)
  • 6
    • 33845643675 scopus 로고    scopus 로고
    • Design of microarrays for genome-wide expression profiling
    • Akkermans A., de Bruijn F.J., Kowaltchuk G., and van Elsas J. (Eds), Kluwer Academic Publishers, Dordrecht, The Netherlands
    • Becker A. Design of microarrays for genome-wide expression profiling. In: Akkermans A., de Bruijn F.J., Kowaltchuk G., and van Elsas J. (Eds). Molecular Microbial Ecology Manual. second ed. (2004), Kluwer Academic Publishers, Dordrecht, The Netherlands 1543-1562
    • (2004) Molecular Microbial Ecology Manual. second ed. , pp. 1543-1562
    • Becker, A.1
  • 8
    • 3042623222 scopus 로고    scopus 로고
    • Expression profiling of up-regulated plant and fungal genes in early and late stages of Medicago truncatula-Glomus mosseae interactions
    • Brechenmacher L., Weidmann S., van Tuinen D., Chatagnier O., Gianinazzi S., Franken P., and Gianinazzi-Pearson V. Expression profiling of up-regulated plant and fungal genes in early and late stages of Medicago truncatula-Glomus mosseae interactions. Mycorrhiza 14 (2004) 253-262
    • (2004) Mycorrhiza , vol.14 , pp. 253-262
    • Brechenmacher, L.1    Weidmann, S.2    van Tuinen, D.3    Chatagnier, O.4    Gianinazzi, S.5    Franken, P.6    Gianinazzi-Pearson, V.7
  • 9
    • 3042634939 scopus 로고    scopus 로고
    • Recognition events in AM symbiosis: analysis of fungal gene expression at the early appressorium stage
    • Breuninger M., and Requena N. Recognition events in AM symbiosis: analysis of fungal gene expression at the early appressorium stage. Fungal Genet. Biol. 41 (2004) 794-804
    • (2004) Fungal Genet. Biol. , vol.41 , pp. 794-804
    • Breuninger, M.1    Requena, N.2
  • 10
    • 0025887460 scopus 로고
    • Development of the legume root nodule
    • Brewin N.J. Development of the legume root nodule. Ann. Rev. Cell Biol. 7 (1991) 191-226
    • (1991) Ann. Rev. Cell Biol. , vol.7 , pp. 191-226
    • Brewin, N.J.1
  • 11
    • 85053520810 scopus 로고
    • Local regression models
    • Chambers J.M., and Hastie T. (Eds), S. Wadsworth and Brooks/Cole, Pacific Grove, California, USA
    • Cleveland W.S., Grosse E., and Shyu W.M. Local regression models. In: Chambers J.M., and Hastie T. (Eds). Statistical Models (1992), S. Wadsworth and Brooks/Cole, Pacific Grove, California, USA 309-376
    • (1992) Statistical Models , pp. 309-376
    • Cleveland, W.S.1    Grosse, E.2    Shyu, W.M.3
  • 13
    • 4143050209 scopus 로고    scopus 로고
    • Global changes in transcription orchestrate metabolic differentiation during symbiotic nitrogen fixation in Lotus japonicus
    • Colebatch G., Desbrosses G., Ott T., Krusell L., Montanari O., Kloska S., Kopka J., and Udvardi M.K. Global changes in transcription orchestrate metabolic differentiation during symbiotic nitrogen fixation in Lotus japonicus. Plant J. 39 (2004) 487-512
    • (2004) Plant J. , vol.39 , pp. 487-512
    • Colebatch, G.1    Desbrosses, G.2    Ott, T.3    Krusell, L.4    Montanari, O.5    Kloska, S.6    Kopka, J.7    Udvardi, M.K.8
  • 14
    • 0027014799 scopus 로고
    • A standard file format for data from DNA sequencing instruments
    • Dear S., and Staden R. A standard file format for data from DNA sequencing instruments. DNA Sequence 3 (1992) 107-110
    • (1992) DNA Sequence , vol.3 , pp. 107-110
    • Dear, S.1    Staden, R.2
  • 17
    • 0036376993 scopus 로고    scopus 로고
    • Statistical methods for identifying differentially expressed genes in replicated cDNA microarray experiments
    • Dudoit S., Yang Y.H., Callow M.J., and Speed T.P. Statistical methods for identifying differentially expressed genes in replicated cDNA microarray experiments. Stat. Sinica 12 (2002) 111-139
    • (2002) Stat. Sinica , vol.12 , pp. 111-139
    • Dudoit, S.1    Yang, Y.H.2    Callow, M.J.3    Speed, T.P.4
  • 18
    • 0031743421 scopus 로고    scopus 로고
    • Profile hidden Markov models
    • Eddy S.R. Profile hidden Markov models. Bioinformatics 14 (1998) 755-763
    • (1998) Bioinformatics , vol.14 , pp. 755-763
    • Eddy, S.R.1
  • 19
    • 16544376129 scopus 로고    scopus 로고
    • Expression profiling in Medicago truncatula identifies more than 750 genes differentially expressed during nodulation, including many potential regulators of the symbiotic program
    • El Yahyaoui F., Küster H., Ben Amor B., Hohnjec N., Pühler A., Becker A., Gouzy J., Vernié T., Gough C., Niebel A., Godiard L., and Gamas P. Expression profiling in Medicago truncatula identifies more than 750 genes differentially expressed during nodulation, including many potential regulators of the symbiotic program. Plant Physiol. 136 (2004) 3159-3176
    • (2004) Plant Physiol. , vol.136 , pp. 3159-3176
    • El Yahyaoui, F.1    Küster, H.2    Ben Amor, B.3    Hohnjec, N.4    Pühler, A.5    Becker, A.6    Gouzy, J.7    Vernié, T.8    Gough, C.9    Niebel, A.10    Godiard, L.11    Gamas, P.12
  • 20
    • 0031955518 scopus 로고    scopus 로고
    • Base-calling of automated sequencer traces using phred. I. Accuracy assessment
    • Ewing B., Hillier L., Wendl M.C., and Green P. Base-calling of automated sequencer traces using phred. I. Accuracy assessment. Genome Res. 8 (1998) 175-185
    • (1998) Genome Res. , vol.8 , pp. 175-185
    • Ewing, B.1    Hillier, L.2    Wendl, M.C.3    Green, P.4
  • 21
    • 0031978181 scopus 로고    scopus 로고
    • Base-calling of automated sequencer traces using Phred. II. Error probabilities
    • Ewing B., Hillier L., Wendl M.C., and Green P. Base-calling of automated sequencer traces using Phred. II. Error probabilities. Genome Res. 8 (1998) 186-194
    • (1998) Genome Res. , vol.8 , pp. 186-194
    • Ewing, B.1    Hillier, L.2    Wendl, M.C.3    Green, P.4
  • 22
    • 26444459778 scopus 로고    scopus 로고
    • EST sequencing and time course microarray hybridizations identify more than 700 Medicago truncatula genes with developmental expression regulation in flowers and pods
    • Firnhaber C., Pühler A., and Küster H. EST sequencing and time course microarray hybridizations identify more than 700 Medicago truncatula genes with developmental expression regulation in flowers and pods. Planta 222 (2005) 269-283
    • (2005) Planta , vol.222 , pp. 269-283
    • Firnhaber, C.1    Pühler, A.2    Küster, H.3
  • 23
    • 0034957102 scopus 로고    scopus 로고
    • Analysis of gene expression in arbuscular mycorrhiza: new approaches and challenges
    • Franken P., and Requena N. Analysis of gene expression in arbuscular mycorrhiza: new approaches and challenges. New Phytol. 150 (2001) 431-439
    • (2001) New Phytol. , vol.150 , pp. 431-439
    • Franken, P.1    Requena, N.2
  • 24
    • 23044492665 scopus 로고    scopus 로고
    • Combined transcriptome profiling reveals a novel family of arbuscular mycorrhizal-specific Medicago truncatula lectin genes
    • Frenzel A., Manthey K., Perlick A.M., Meyer F., Pühler A., Krajinski F., and Küster H. Combined transcriptome profiling reveals a novel family of arbuscular mycorrhizal-specific Medicago truncatula lectin genes. Mol. Plant-Microbe Interact. 18 (2005) 771-782
    • (2005) Mol. Plant-Microbe Interact. , vol.18 , pp. 771-782
    • Frenzel, A.1    Manthey, K.2    Perlick, A.M.3    Meyer, F.4    Pühler, A.5    Krajinski, F.6    Küster, H.7
  • 25
    • 8644268280 scopus 로고    scopus 로고
    • Functional genomics of arbuscular mycorrhiza: decoding the symbiotic cell programme
    • Gianinazzi-Pearson V., and Brechenmacher L. Functional genomics of arbuscular mycorrhiza: decoding the symbiotic cell programme. Can. J. Botany 82 (2004) 1228-1234
    • (2004) Can. J. Botany , vol.82 , pp. 1228-1234
    • Gianinazzi-Pearson, V.1    Brechenmacher, L.2
  • 28
    • 25444440065 scopus 로고    scopus 로고
    • Mycorrhizas: gene to function
    • Graham J.H., and Miller M. Mycorrhizas: gene to function. Plant Soil 274 (2005) 79-100
    • (2005) Plant Soil , vol.274 , pp. 79-100
    • Graham, J.H.1    Miller, M.2
  • 29
    • 4644287062 scopus 로고    scopus 로고
    • The impact of ectomycorrhiza formation on monosaccharide transporter gene expression in poplar roots
    • Grunze N., Willmann M., and Nehls U. The impact of ectomycorrhiza formation on monosaccharide transporter gene expression in poplar roots. New Phytol. 164 (2004) 147-155
    • (2004) New Phytol. , vol.164 , pp. 147-155
    • Grunze, N.1    Willmann, M.2    Nehls, U.3
  • 30
    • 0007411311 scopus 로고
    • Lotus japonicus, an autogamous, diploid legume species for classical and molecular genetics
    • Handberg K., and Stougaard J. Lotus japonicus, an autogamous, diploid legume species for classical and molecular genetics. Plant J. 2 (1992) 487-496
    • (1992) Plant J. , vol.2 , pp. 487-496
    • Handberg, K.1    Stougaard, J.2
  • 31
    • 27144506190 scopus 로고    scopus 로고
    • Signaling in the arbuscular mycorrhizal symbiosis
    • Harrison M.J. Signaling in the arbuscular mycorrhizal symbiosis. Ann. Rev. Microbiol. 59 (2005) 19-42
    • (2005) Ann. Rev. Microbiol. , vol.59 , pp. 19-42
    • Harrison, M.J.1
  • 32
    • 33644853384 scopus 로고    scopus 로고
    • The bacterium Paenibacillus validus stimulates growth of the arbuscular mycorrhizal fungus Glomus intraradices up to the formation of fertile spores
    • Hildebrandt U., Ouziad F., Marner F.J., and Bothe H. The bacterium Paenibacillus validus stimulates growth of the arbuscular mycorrhizal fungus Glomus intraradices up to the formation of fertile spores. FEMS Microbiol. Lett. 254 (2006) 258-267
    • (2006) FEMS Microbiol. Lett. , vol.254 , pp. 258-267
    • Hildebrandt, U.1    Ouziad, F.2    Marner, F.J.3    Bothe, H.4
  • 33
    • 20444507261 scopus 로고    scopus 로고
    • Overlaps in the transcriptional profiles of Medicago truncatula roots inoculated with two different Glomus fungi provide insights into the genetic program activated during arbuscular mycorrhiza
    • Hohnjec N., Vieweg M.F., Pühler A., Becker A., and Küster H. Overlaps in the transcriptional profiles of Medicago truncatula roots inoculated with two different Glomus fungi provide insights into the genetic program activated during arbuscular mycorrhiza. Plant Physiol. 137 (2005) 1283-1301
    • (2005) Plant Physiol. , vol.137 , pp. 1283-1301
    • Hohnjec, N.1    Vieweg, M.F.2    Pühler, A.3    Becker, A.4    Küster, H.5
  • 34
    • 33746688646 scopus 로고    scopus 로고
    • Transcriptional snapshots provide insights into the molecular basis of arbuscular mycorrhiza in the model legume Medicago truncatula
    • Hohnjec N., Henckel K., Bekel T., Gouzy J., Dondrup M., Goesmann A., and Küster H. Transcriptional snapshots provide insights into the molecular basis of arbuscular mycorrhiza in the model legume Medicago truncatula. Funct. Plant Biol. 33 (2006) 737-748
    • (2006) Funct. Plant Biol. , vol.33 , pp. 737-748
    • Hohnjec, N.1    Henckel, K.2    Bekel, T.3    Gouzy, J.4    Dondrup, M.5    Goesmann, A.6    Küster, H.7
  • 35
    • 0035236902 scopus 로고    scopus 로고
    • On the species of origin: diagnosing the source of symbiotic transcripts
    • research0037.1-research0037.14
    • Hraber P.T., and Weller J.W. On the species of origin: diagnosing the source of symbiotic transcripts. Genome Biol. 2 (2001) research0037.1-research0037.14
    • (2001) Genome Biol. , vol.2
    • Hraber, P.T.1    Weller, J.W.2
  • 36
    • 0032849859 scopus 로고    scopus 로고
    • CAP3: a DNA sequence assembly program
    • Huang X., and Madan A. CAP3: a DNA sequence assembly program. Genome Res. 9 (1999) 868-877
    • (1999) Genome Res. , vol.9 , pp. 868-877
    • Huang, X.1    Madan, A.2
  • 37
    • 0030305457 scopus 로고    scopus 로고
    • R: a language for data analysis and graphics
    • Ihaka R., and Gentleman R. R: a language for data analysis and graphics. J. Comp. Graph. Stat. 5 (1996) 299-314
    • (1996) J. Comp. Graph. Stat. , vol.5 , pp. 299-314
    • Ihaka, R.1    Gentleman, R.2
  • 38
    • 33644839378 scopus 로고    scopus 로고
    • Suppression of allene oxide cyclase in hairy roots of M. truncatula reduces jasmonate levels and the degree of mycorrhization with Glomus intraradices
    • Isayenkov S., Mrosk C., Stenzel I., Strack D., and Hause B. Suppression of allene oxide cyclase in hairy roots of M. truncatula reduces jasmonate levels and the degree of mycorrhization with Glomus intraradices. Plant Physiol. 139 (2005) 1401-1410
    • (2005) Plant Physiol. , vol.139 , pp. 1401-1410
    • Isayenkov, S.1    Mrosk, C.2    Stenzel, I.3    Strack, D.4    Hause, B.5
  • 41
    • 0344962433 scopus 로고    scopus 로고
    • Single cell technology
    • Kehr J. Single cell technology. Curr. Opin. Plant Biol. 6 (2003) 617-621
    • (2003) Curr. Opin. Plant Biol. , vol.6 , pp. 617-621
    • Kehr, J.1
  • 43
    • 0036835284 scopus 로고    scopus 로고
    • Evolution of signal transduction intracellular symbiosis
    • Kistner C., and Parniske M. Evolution of signal transduction intracellular symbiosis. Trends Plant Sci. 7 (2002) 511-518
    • (2002) Trends Plant Sci. , vol.7 , pp. 511-518
    • Kistner, C.1    Parniske, M.2
  • 45
    • 0033258426 scopus 로고    scopus 로고
    • Use of atp6 in fungal phylogenetics: an example from the Boletales
    • Kretzer A.M., and Bruns T.D. Use of atp6 in fungal phylogenetics: an example from the Boletales. Mol. Phylogenet. Evol. 13 (1999) 483-492
    • (1999) Mol. Phylogenet. Evol. , vol.13 , pp. 483-492
    • Kretzer, A.M.1    Bruns, T.D.2
  • 48
    • 1542318959 scopus 로고    scopus 로고
    • Mycorrhizal symbionts of Populus to be sequenced by the United States Department of Energy's Joint Genome Institute
    • Lammers P., Tuskan G.A., DiFazio S.P., Podila G.K., and Martin F. Mycorrhizal symbionts of Populus to be sequenced by the United States Department of Energy's Joint Genome Institute. Mycorrhiza 14 (2004) 63-64
    • (2004) Mycorrhiza , vol.14 , pp. 63-64
    • Lammers, P.1    Tuskan, G.A.2    DiFazio, S.P.3    Podila, G.K.4    Martin, F.5
  • 49
    • 0242317346 scopus 로고    scopus 로고
    • Fundamentals of cDNA microarray data analysis
    • Leung Y.F., and Cavalieri D. Fundamentals of cDNA microarray data analysis. Trends Genet. 19 (2003) 649-659
    • (2003) Trends Genet. , vol.19 , pp. 649-659
    • Leung, Y.F.1    Cavalieri, D.2
  • 51
    • 0141564568 scopus 로고    scopus 로고
    • Transcript profiling coupled with spatial expression analyses reveals genes involved in distinct developmental stages of an arbuscular mycorrhizal symbiosis
    • Liu J., Blaylock L.A., Endre G., Cho J., Town C.D., VandenBosch K.A., and Harrison M.J. Transcript profiling coupled with spatial expression analyses reveals genes involved in distinct developmental stages of an arbuscular mycorrhizal symbiosis. Plant Cell 15 (2003) 2106-2123
    • (2003) Plant Cell , vol.15 , pp. 2106-2123
    • Liu, J.1    Blaylock, L.A.2    Endre, G.3    Cho, J.4    Town, C.D.5    VandenBosch, K.A.6    Harrison, M.J.7
  • 53
    • 4544353191 scopus 로고    scopus 로고
    • Transcriptome profiling in root nodules and arbuscular mycorrhiza identifies a collection of novel genes induced during Medicago truncatula root endosymbioses
    • Manthey K., Krajinski F., Hohnjec N., Firnhaber C., Pühler A., Perlick A.M., and Küster H. Transcriptome profiling in root nodules and arbuscular mycorrhiza identifies a collection of novel genes induced during Medicago truncatula root endosymbioses. Mol. Plant-Microbe Interact. 17 (2004) 1063-1077
    • (2004) Mol. Plant-Microbe Interact. , vol.17 , pp. 1063-1077
    • Manthey, K.1    Krajinski, F.2    Hohnjec, N.3    Firnhaber, C.4    Pühler, A.5    Perlick, A.M.6    Küster, H.7
  • 54
    • 0034937020 scopus 로고    scopus 로고
    • Developmental cross talking in the ectomycorrhizal symbiosis: signals and communication genes
    • Martin F., Duplessis S., Ditengou F., Lagrange H., Voiblet C., and Lapeyrie F. Developmental cross talking in the ectomycorrhizal symbiosis: signals and communication genes. New Phytol. 151 (2001) 145-154
    • (2001) New Phytol. , vol.151 , pp. 145-154
    • Martin, F.1    Duplessis, S.2    Ditengou, F.3    Lagrange, H.4    Voiblet, C.5    Lapeyrie, F.6
  • 58
    • 19544391426 scopus 로고    scopus 로고
    • Differential gene expressions in arbuscular mycorrhizal-colonized tomato grown under heavy metal stress
    • Ouziad F., Hildebrandt U., Schmelzer E., and Bothe H. Differential gene expressions in arbuscular mycorrhizal-colonized tomato grown under heavy metal stress. J. Plant Physiol. 162 (2005) 634-649
    • (2005) J. Plant Physiol. , vol.162 , pp. 634-649
    • Ouziad, F.1    Hildebrandt, U.2    Schmelzer, E.3    Bothe, H.4
  • 59
    • 0036898577 scopus 로고    scopus 로고
    • Microarray data normalization and transformation
    • Quackenbush J. Microarray data normalization and transformation. Nat. Genet. 32 (2002) S496-S501
    • (2002) Nat. Genet. , vol.32
    • Quackenbush, J.1
  • 61
    • 33344465601 scopus 로고    scopus 로고
    • Lotus japonicus as a platform for legume research
    • Sato S., and Tabata S. Lotus japonicus as a platform for legume research. Curr. Opin. Plant Biol. 9 (2006) 128-132
    • (2006) Curr. Opin. Plant Biol. , vol.9 , pp. 128-132
    • Sato, S.1    Tabata, S.2
  • 62
    • 0032438597 scopus 로고    scopus 로고
    • Regulation of symbiotic root nodule development
    • Schultze M., and Kondorosi A. Regulation of symbiotic root nodule development. Ann. Rev. Genet. 32 (1998) 33-57
    • (1998) Ann. Rev. Genet. , vol.32 , pp. 33-57
    • Schultze, M.1    Kondorosi, A.2
  • 63
    • 0035711692 scopus 로고    scopus 로고
    • A new fungal phylum, the Glomeromycota: phylogeny and evolution
    • Schüssler A., Schwarzott D., and Walker C. A new fungal phylum, the Glomeromycota: phylogeny and evolution. Mycol. Res. 105 (2001) 1413-1421
    • (2001) Mycol. Res. , vol.105 , pp. 1413-1421
    • Schüssler, A.1    Schwarzott, D.2    Walker, C.3
  • 64
    • 0036899286 scopus 로고    scopus 로고
    • From patterns to pathways: gene expression data analysis comes of age
    • Slonim D.K. From patterns to pathways: gene expression data analysis comes of age. Nat. Genet. 32 (2002) S502-S508
    • (2002) Nat. Genet. , vol.32
    • Slonim, D.K.1
  • 66
    • 0038048164 scopus 로고    scopus 로고
    • Statistical issues in microarray data analysis
    • Functional Genomics: Methods and Protocols. Brownstein M.J., and Khodursky A.B. (Eds), Humana Press, Totowa, New Jersey, USA
    • Smyth G.K., Yang Y.-H., and Speed T.P. Statistical issues in microarray data analysis. In: Brownstein M.J., and Khodursky A.B. (Eds). Functional Genomics: Methods and Protocols. Methods in Molecular Biology vol. 224 (2003), Humana Press, Totowa, New Jersey, USA 111-136
    • (2003) Methods in Molecular Biology , vol.224 , pp. 111-136
    • Smyth, G.K.1    Yang, Y.-H.2    Speed, T.P.3
  • 68
    • 0034518635 scopus 로고    scopus 로고
    • The comparison of gene expression from multiple cDNA libraries
    • Stekel D.J., Git Y., and Falciani F. The comparison of gene expression from multiple cDNA libraries. Genome Res. 10 (2000) 2055-2061
    • (2000) Genome Res. , vol.10 , pp. 2055-2061
    • Stekel, D.J.1    Git, Y.2    Falciani, F.3
  • 71
    • 18144403556 scopus 로고    scopus 로고
    • Insertional mutagenesis: a Swiss army knife for functional genomics of Medicago truncatula
    • Tadege M., Ratet P., and Mysore K.S. Insertional mutagenesis: a Swiss army knife for functional genomics of Medicago truncatula. Trends Plant Sci. 10 (2005) 229-235
    • (2005) Trends Plant Sci. , vol.10 , pp. 229-235
    • Tadege, M.1    Ratet, P.2    Mysore, K.S.3
  • 72
    • 33845570686 scopus 로고    scopus 로고
    • Identification of gene functions by applying TILLING and insertional mutagenesis strategies on microarray-based expression data
    • Thompson R., Ratet P., and Küster H. Identification of gene functions by applying TILLING and insertional mutagenesis strategies on microarray-based expression data. Grain Legumes 41 (2005) 20-22
    • (2005) Grain Legumes , vol.41 , pp. 20-22
    • Thompson, R.1    Ratet, P.2    Küster, H.3
  • 73
    • 33344476905 scopus 로고    scopus 로고
    • Annotating the genome of Medicago truncatula
    • Town C.D. Annotating the genome of Medicago truncatula. Curr. Opin. Plant Biol. 9 (2006) 122-127
    • (2006) Curr. Opin. Plant Biol. , vol.9 , pp. 122-127
    • Town, C.D.1
  • 75
    • 33746762097 scopus 로고    scopus 로고
    • Valot, B., Negroni, L., Zivy, M., Gianinazzi, S., Dumas-Gaudot, E., 2006. A mass spectrometric approach to identify arbuscular mycorrhiza-related proteins in root plasma membrane fractions. Proteomics, doi:10.1002/pmic.200500403.
  • 77
    • 0037572348 scopus 로고    scopus 로고
    • An expression cDNA library for suppression cloning in yeast mutants, complementation of a yeast his4 mutant and EST analysis from the symbiotic basidiomycete Hebeloma cylindrosporum
    • Wipf D., Benjdia M., Rikirsch E., Zimmermann S., Tegeder M., and Frommer W.B. An expression cDNA library for suppression cloning in yeast mutants, complementation of a yeast his4 mutant and EST analysis from the symbiotic basidiomycete Hebeloma cylindrosporum. Genome 46 (2003) 177-181
    • (2003) Genome , vol.46 , pp. 177-181
    • Wipf, D.1    Benjdia, M.2    Rikirsch, E.3    Zimmermann, S.4    Tegeder, M.5    Frommer, W.B.6
  • 79
    • 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., and Speed T.P. Normalization for cDNA microarray data: a robust composite method addressing single and multiple slide systematic variation. Nucl. Acids Res. 30 (2002) e15
    • (2002) Nucl. 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
  • 81
    • 0141725448 scopus 로고    scopus 로고
    • Global analysis of gene expression using GeneChip microarrays
    • Zhu T. Global analysis of gene expression using GeneChip microarrays. Curr. Opin. Plant Biol. 6 (2003) 418-425
    • (2003) Curr. Opin. Plant Biol. , vol.6 , pp. 418-425
    • Zhu, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.