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Volumn 7, Issue 4, 2012, Pages

Visualization and curve-parameter estimation strategies for efficient exploration of phenotype microarray kinetics

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CONTROLLED STUDY; CURVE FITTING; DATA ANALYSIS; DATA ANALYSIS SOFTWARE; GROWTH CURVE; INTERMETHOD COMPARISON; MICROARRAY ANALYSIS; NONHUMAN; PHENOTYPE; RELIABILITY; AREA UNDER THE CURVE; BIOLOGICAL MODEL; COMPUTER GRAPHICS; COMPUTER PROGRAM; CONFIDENCE INTERVAL; CULTURE MEDIUM; ENERGY METABOLISM; ESCHERICHIA COLI; GROWTH, DEVELOPMENT AND AGING; METABOLISM; PSEUDOMONAS AERUGINOSA; STATISTICAL ANALYSIS;

EID: 84859982600     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0034846     Document Type: Article
Times cited : (148)

References (87)
  • 1
    • 78650064329 scopus 로고    scopus 로고
    • Minireview: Metabolic networks, microbial ecology and 'omics' technologies: towards understanding in situ biodegradation processes
    • Vilchez-Vargas R, Junca H, Pieper DH, (2010) Minireview: Metabolic networks, microbial ecology and 'omics' technologies: towards understanding in situ biodegradation processes. Environmental Microbiology 12: 3089-3104.
    • (2010) Environmental Microbiology , vol.12 , pp. 3089-3104
    • Vilchez-Vargas, R.1    Junca, H.2    Pieper, D.H.3
  • 2
    • 76449115656 scopus 로고    scopus 로고
    • Integrating multiple 'omics' analysis for microbial biology: application and methodologies
    • Zhang W, Li F, Nie L, (2010) Integrating multiple 'omics' analysis for microbial biology: application and methodologies. Microbiology 156: 287-301.
    • (2010) Microbiology , vol.156 , pp. 287-301
    • Zhang, W.1    Li, F.2    Nie, L.3
  • 3
    • 62849101648 scopus 로고    scopus 로고
    • What are genes "for" or where are traits "from"? What is the question?
    • Buchanan AV, Sholtis S, Richtsmeier J, Weiss KM, (2009) What are genes "for" or where are traits "from"? What is the question? BioEssays 31: 198-208.
    • (2009) BioEssays , vol.31 , pp. 198-208
    • Buchanan, A.V.1    Sholtis, S.2    Richtsmeier, J.3    Weiss, K.M.4
  • 6
    • 78649980497 scopus 로고    scopus 로고
    • Lipidomics: New tools and applications
    • Wenk MR, (2010) Lipidomics: New tools and applications. Cell 143: 888-895.
    • (2010) Cell , vol.143 , pp. 888-895
    • Wenk, M.R.1
  • 9
    • 77956649528 scopus 로고    scopus 로고
    • Metabolic reconstruction, constraint-based analysis and game theory to probe genome-scale metabolic networks
    • Ruppin E, Papin JA, de Figueiredo LF, Schuster S, (2010) Metabolic reconstruction, constraint-based analysis and game theory to probe genome-scale metabolic networks. Current Opinion in Biotechnology 21: 502-510.
    • (2010) Current Opinion in Biotechnology , vol.21 , pp. 502-510
    • Ruppin, E.1    Papin, J.A.2    de Figueiredo, L.F.3    Schuster, S.4
  • 10
    • 54449092307 scopus 로고    scopus 로고
    • A genome-scale metabolic reconstruction of Pseudomonas putida KT2440: iJN746 as a cell factory
    • Nogales J, Palsson B, Thiele I, (2008) A genome-scale metabolic reconstruction of Pseudomonas putida KT2440: iJN746 as a cell factory. BMC Systems Biology 2: 79.
    • (2008) BMC Systems Biology , vol.2 , pp. 79
    • Nogales, J.1    Palsson, B.2    Thiele, I.3
  • 11
    • 78650490181 scopus 로고    scopus 로고
    • Comparative analysis of metabolic networks provides insight into the evolution of plant pathogenic and non-pathogenic lifestyles in Pseudomonas
    • Mithani A, Hein J, Preston GM, (2011) Comparative analysis of metabolic networks provides insight into the evolution of plant pathogenic and non-pathogenic lifestyles in Pseudomonas. Molecular Biology and Evolution 28: 483-499.
    • (2011) Molecular Biology and Evolution , vol.28 , pp. 483-499
    • Mithani, A.1    Hein, J.2    Preston, G.M.3
  • 12
    • 77954339096 scopus 로고    scopus 로고
    • Babelomics: an integrative platform for the analysis of transcriptomics, proteomics and genomic data with advanced functional profiling
    • Medina I, Carbonell J, Pulido L, Madeira SC, Goetz S, et al. (2010) Babelomics: an integrative platform for the analysis of transcriptomics, proteomics and genomic data with advanced functional profiling. Nucleic Acids Research 38: W210-W213.
    • (2010) Nucleic Acids Research , vol.38
    • Medina, I.1    Carbonell, J.2    Pulido, L.3    Madeira, S.C.4    Goetz, S.5
  • 13
    • 70350694448 scopus 로고    scopus 로고
    • integrOmics: an R package to unravel relationships between two omics datasets
    • Le Cao KA, González I, Déjean S, (2009) integrOmics: an R package to unravel relationships between two omics datasets. Bioinformatics Applications Note 25: 2855-2856.
    • (2009) Bioinformatics Applications Note , vol.25 , pp. 2855-2856
    • Le Cao, K.A.1    González, I.2    Déjean, S.3
  • 14
    • 0030910375 scopus 로고    scopus 로고
    • The objects of selection
    • Mayr E, (1997) The objects of selection. Proc Natl Acad Sci U S A 94: 2091-2094.
    • (1997) Proc Natl Acad Sci U S A , vol.94 , pp. 2091-2094
    • Mayr, E.1
  • 15
    • 8544223537 scopus 로고    scopus 로고
    • Hierarchical thinking in network biology: the unbiased modularization of biochemical networks
    • Papin JA, Reed JL, Palsson BO, (2004) Hierarchical thinking in network biology: the unbiased modularization of biochemical networks. Trends in Biochemical Sciences 29: 641-647.
    • (2004) Trends in Biochemical Sciences , vol.29 , pp. 641-647
    • Papin, J.A.1    Reed, J.L.2    Palsson, B.O.3
  • 16
    • 33847003680 scopus 로고    scopus 로고
    • Patterns of thermal adaptation of Bacillus simplex to the microclimatically contrasting slopes of 'Evolution Canyons' I and II, Israel
    • Sikorski J, Nevo E, (2007) Patterns of thermal adaptation of Bacillus simplex to the microclimatically contrasting slopes of 'Evolution Canyons' I and II, Israel. Environmental Microbiology 9: 716-726.
    • (2007) Environmental Microbiology , vol.9 , pp. 716-726
    • Sikorski, J.1    Nevo, E.2
  • 17
    • 0038366746 scopus 로고    scopus 로고
    • Biphasic kinetics of growth and bacteriocin production with Lactobacillus amylovorus DCE 471 occur under stress conditions
    • Neysens P, Messens W, Gevers D, Swings J, De Vuyst L, (2003) Biphasic kinetics of growth and bacteriocin production with Lactobacillus amylovorus DCE 471 occur under stress conditions. Microbiology 149: 1073-1082.
    • (2003) Microbiology , vol.149 , pp. 1073-1082
    • Neysens, P.1    Messens, W.2    Gevers, D.3    Swings, J.4    de Vuyst, L.5
  • 18
    • 0000012808 scopus 로고
    • A new paradigm for the analysis and interpretation of growth data: the shape of things to come
    • Brisbin IL, Collins CT, White GC, McCallum DA, (1987) A new paradigm for the analysis and interpretation of growth data: the shape of things to come. The Auk 104: 552-553.
    • (1987) The Auk , vol.104 , pp. 552-553
    • Brisbin, I.L.1    Collins, C.T.2    White, G.C.3    McCallum, D.A.4
  • 19
    • 0017687507 scopus 로고
    • Generalized indicator plate for genetic, metabolic, and taxonomic studies with microorganisms
    • Bochner BR, Savageau MA, (1977) Generalized indicator plate for genetic, metabolic, and taxonomic studies with microorganisms. Appl Environ Microb 33: 434-444.
    • (1977) Appl Environ Microb , vol.33 , pp. 434-444
    • Bochner, B.R.1    Savageau, M.A.2
  • 20
    • 57649123534 scopus 로고    scopus 로고
    • Global phenotypic characterization of bacteria
    • Bochner BR, (2009) Global phenotypic characterization of bacteria. FEMS Microbiol Rev 33: 191-205.
    • (2009) FEMS Microbiol Rev , vol.33 , pp. 191-205
    • Bochner, B.R.1
  • 21
    • 0034911878 scopus 로고    scopus 로고
    • Phenotype MicroArrays for high throughput phenotypic testing and assay of gene function
    • Bochner BR, Gadzinski P, Panomitros E, (2001) Phenotype MicroArrays for high throughput phenotypic testing and assay of gene function. Genome Research 11: 1246-1255.
    • (2001) Genome Research , vol.11 , pp. 1246-1255
    • Bochner, B.R.1    Gadzinski, P.2    Panomitros, E.3
  • 23
    • 0028965663 scopus 로고
    • Analysis of factors affecting the accuracy, reproducibility, and interpretation of microbial community carbon source utilization patterns
    • Haack SK, Garchow H, Klug MJ, Forney LJ, (1995) Analysis of factors affecting the accuracy, reproducibility, and interpretation of microbial community carbon source utilization patterns. Appl Environ Microb 61: 1458-1468.
    • (1995) Appl Environ Microb , vol.61 , pp. 1458-1468
    • Haack, S.K.1    Garchow, H.2    Klug, M.J.3    Forney, L.J.4
  • 25
    • 70349462787 scopus 로고    scopus 로고
    • Characterization of halophiles isolated from solar salterns in Baja Califonia, Mexico
    • Sabet S, Diallo L, Hays L, Jung W, Dillon JG, (2009) Characterization of halophiles isolated from solar salterns in Baja Califonia, Mexico. Extremophiles 13: 643-656.
    • (2009) Extremophiles , vol.13 , pp. 643-656
    • Sabet, S.1    Diallo, L.2    Hays, L.3    Jung, W.4    Dillon, J.G.5
  • 26
    • 77957254306 scopus 로고    scopus 로고
    • Short Communication: Comparison of phenotypic (Biolog System) and genotypic (random amplified polymorphic DNA-polymerase chain reaction, RAPD-PCR and amplified fragment length polymorphism AFLP) methods for typing Lactobacillus plantarum isolates from raw vegetables and fruits
    • Di Cagno R, Minervini G, Sgarbi E, Lazzi C, Bernini V, et al. (2010) Short Communication: Comparison of phenotypic (Biolog System) and genotypic (random amplified polymorphic DNA-polymerase chain reaction, RAPD-PCR and amplified fragment length polymorphism AFLP) methods for typing Lactobacillus plantarum isolates from raw vegetables and fruits. International Journal of Food Microbiology 143: 246-253.
    • (2010) International Journal of Food Microbiology , vol.143 , pp. 246-253
    • Di Cagno, R.1    Minervini, G.2    Sgarbi, E.3    Lazzi, C.4    Bernini, V.5
  • 27
    • 79956282370 scopus 로고    scopus 로고
    • Lack of the delta subunit of RNA polymerase increases virulence related traits of Streptococcus mutans
    • Xue X, Sztajer H, Buddruhs N, Petersen J, Rohde M, et al. (2011) Lack of the delta subunit of RNA polymerase increases virulence related traits of Streptococcus mutans. PLoS ONE 6: e20075.
    • (2011) PLoS ONE , vol.6
    • Xue, X.1    Sztajer, H.2    Buddruhs, N.3    Petersen, J.4    Rohde, M.5
  • 29
    • 55449096123 scopus 로고    scopus 로고
    • Genome-scale reconstruction and analysis of the Pseudomonas putida KT2440 metabolic network facilitates applications in biotechnology
    • Puchałka J, Oberhardt MA, Godinho M, Bielecka A, Regenhardt D, et al. (2008) Genome-scale reconstruction and analysis of the Pseudomonas putida KT2440 metabolic network facilitates applications in biotechnology. PLoS Computational Biology 4: 1-18.
    • (2008) PLoS Computational Biology , vol.4 , pp. 1-18
    • Puchałka, J.1    Oberhardt, M.A.2    Godinho, M.3    Bielecka, A.4    Regenhardt, D.5
  • 30
    • 0043032929 scopus 로고    scopus 로고
    • Phenotype micro-array analysis of Escherichia coli K-12 mutants with deletion of all two-component systems
    • Zhou L, Lei XH, Bochner BR, Wanner BL, (2003) Phenotype micro-array analysis of Escherichia coli K-12 mutants with deletion of all two-component systems. Journal of Bacteriology 185: 4956-4972.
    • (2003) Journal of Bacteriology , vol.185 , pp. 4956-4972
    • Zhou, L.1    Lei, X.H.2    Bochner, B.R.3    Wanner, B.L.4
  • 31
    • 0037438569 scopus 로고    scopus 로고
    • Automated screening in environmental arrays allows analysis of quantitative phenotypic profiles in Saccharomyces cerevisiae
    • Warringer J, Blomberg A, (2003) Automated screening in environmental arrays allows analysis of quantitative phenotypic profiles in Saccharomyces cerevisiae. Yeast 20: 53-67.
    • (2003) Yeast , vol.20 , pp. 53-67
    • Warringer, J.1    Blomberg, A.2
  • 32
    • 79954601733 scopus 로고    scopus 로고
    • PheMaDB: A solution for storage, retrieval, and analysis of high throughput phenotype data
    • Chang WE, Sarver K, Higgs BW, Read TD, Nolan NME, et al. (2011) PheMaDB: A solution for storage, retrieval, and analysis of high throughput phenotype data. BMC Bioinformatics 12: 109.
    • (2011) BMC Bioinformatics , vol.12 , pp. 109
    • Chang, W.E.1    Sarver, K.2    Higgs, B.W.3    Read, T.D.4    Nolan, N.M.E.5
  • 33
    • 28744458859 scopus 로고    scopus 로고
    • Bioconductor: open software development for computational biology and bioinformatics
    • Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, et al. (2004) Bioconductor: open software development for computational biology and bioinformatics. Genome Biology 5: R80 Available:http://www.bioconductor.org/about/index.html.
    • (2004) Genome Biology , vol.5
    • Gentleman, R.C.1    Carey, V.J.2    Bates, D.M.3    Bolstad, B.4    Dettling, M.5
  • 35
    • 0035590266 scopus 로고    scopus 로고
    • On judging the significance of differences by examining the overlap between confidence intervals
    • Schenker N, Gentleman JF, (2001) On judging the significance of differences by examining the overlap between confidence intervals. The American Statistician 55: 182-186.
    • (2001) The American Statistician , vol.55 , pp. 182-186
    • Schenker, N.1    Gentleman, J.F.2
  • 36
    • 34247133438 scopus 로고    scopus 로고
    • Error bars in experimental biology
    • Cumming G, Fidler F, Vaux DL, (2007) Error bars in experimental biology. J Cell Biol 177: 7-11.
    • (2007) J Cell Biol , vol.177 , pp. 7-11
    • Cumming, G.1    Fidler, F.2    Vaux, D.L.3
  • 37
    • 35348879284 scopus 로고    scopus 로고
    • Visualization of growth curve data from phenotype microarray experiments. 11th International Conference on Information Visualization (IV07), Zürich, Switzerland, July 4-6, 2007
    • Jacobsen JS, Joyner DC, Borglin SE, Hazen TC, Arkin AP, et al. (2007) Visualization of growth curve data from phenotype microarray experiments. 11th International Conference on Information Visualization (IV07), Zürich, Switzerland, July 4-6, 2007. Published by the IEEE Computer Society.
    • (2007) Published by the IEEE Computer Society
    • Jacobsen, J.S.1    Joyner, D.C.2    Borglin, S.E.3    Hazen, T.C.4    Arkin, A.P.5
  • 38
    • 0030885258 scopus 로고    scopus 로고
    • Statistical analysis of the time-course of Biolog substrate utilization
    • Hackett CA, Griffiths BS, (1997) Statistical analysis of the time-course of Biolog substrate utilization. Journal of Microbiological Methods 30: 63-69.
    • (1997) Journal of Microbiological Methods , vol.30 , pp. 63-69
    • Hackett, C.A.1    Griffiths, B.S.2
  • 40
    • 0020333131 scopus 로고
    • Random effects models for longitudinal data
    • Laird NM, Ware JH, (1982) Random effects models for longitudinal data. Biometrics 38: 963-974.
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.M.1    Ware, J.H.2
  • 42
    • 25444532788 scopus 로고    scopus 로고
    • Flexible smoothing with b-splines and penalties
    • Eilers PHC, Marx BD, (1996) Flexible smoothing with b-splines and penalties. Statistical Science 11: 89-121.
    • (1996) Statistical Science , vol.11 , pp. 89-121
    • Eilers, P.H.C.1    Marx, B.D.2
  • 44
    • 0033043819 scopus 로고    scopus 로고
    • A new generalized logistic sigmoid growth equation compared with the Richards growth equation
    • Birch C, (1999) A new generalized logistic sigmoid growth equation compared with the Richards growth equation. Annals of Botany 83: 713-723.
    • (1999) Annals of Botany , vol.83 , pp. 713-723
    • Birch, C.1
  • 45
    • 0033440749 scopus 로고    scopus 로고
    • The analysis of designed experiments and longitudinal data by using smoothing splines
    • Verbyla AP, (1999) The analysis of designed experiments and longitudinal data by using smoothing splines. Appl Statist 48: 269-311.
    • (1999) Appl Statist , vol.48 , pp. 269-311
    • Verbyla, A.P.1
  • 49
    • 0032251946 scopus 로고    scopus 로고
    • Using SAS PROC MIXED to fit multilevel models, hierarchical models, and individual growth models
    • Singer JD, (1998) Using SAS PROC MIXED to fit multilevel models, hierarchical models, and individual growth models. Journal of Educational and Behavioral Statistics 23: 323-355.
    • (1998) Journal of Educational and Behavioral Statistics , vol.23 , pp. 323-355
    • Singer, J.D.1
  • 51
    • 27144512096 scopus 로고    scopus 로고
    • Using the SPSS mixed procedure to fit cross-sectional and longitudinal multilevel models
    • Peugh JL, Enders CK, (2005) Using the SPSS mixed procedure to fit cross-sectional and longitudinal multilevel models. Educational and Psychological Measurement 65: 717-741.
    • (2005) Educational and Psychological Measurement , vol.65 , pp. 717-741
    • Peugh, J.L.1    Enders, C.K.2
  • 53
    • 0346655333 scopus 로고    scopus 로고
    • A review of recent developments in modeling of microbial growth kinetics and intraparticle phenomena in solid-state fermentation
    • Mitchell DA, von Meien OF, Krieger N, Dalsenter FDH, (2004) A review of recent developments in modeling of microbial growth kinetics and intraparticle phenomena in solid-state fermentation. Biochemical Engineering Journal 17: 15-26.
    • (2004) Biochemical Engineering Journal , vol.17 , pp. 15-26
    • Mitchell, D.A.1    von Meien, O.F.2    Krieger, N.3    Dalsenter, F.D.H.4
  • 54
    • 0008434656 scopus 로고
    • On the logistic law of growth and its empirical verification in biology
    • Feller W, (1940) On the logistic law of growth and its empirical verification in biology. Acta Biotheoretica 5: 51-66.
    • (1940) Acta Biotheoretica , vol.5 , pp. 51-66
    • Feller, W.1
  • 55
    • 4043147979 scopus 로고
    • A flexible growth function for empirical use
    • Richards FJ, (1959) A flexible growth function for empirical use. J Exp Bot 10: 290-301.
    • (1959) J Exp Bot , vol.10 , pp. 290-301
    • Richards, F.J.1
  • 56
    • 22144466240 scopus 로고    scopus 로고
    • The five-parameter logistic: A characterization and comparison with the four-parameter logistic
    • Gottschalk PG, Dunn JR, (2005) The five-parameter logistic: A characterization and comparison with the four-parameter logistic. Analytical Biochemistry 343: 54-65.
    • (2005) Analytical Biochemistry , vol.343 , pp. 54-65
    • Gottschalk, P.G.1    Dunn, J.R.2
  • 57
    • 0000501656 scopus 로고
    • Information theory as an extension of the maximum likelihood principle
    • In: Petrov BN, Csaksi F, editors, Budapest, Akademia Kiado
    • Akaike H, (1973) Information theory as an extension of the maximum likelihood principle. In: Petrov BN, Csaksi F, editors. 2nd international symposium on information theory Budapest Akademia Kiado pp. 267-281.
    • (1973) 2nd International Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 58
    • 0000996133 scopus 로고
    • Information measures and model selection
    • Akaike H, (1983) Information measures and model selection. Int Stat Inst 22: 277-291.
    • (1983) Int Stat Inst , vol.22 , pp. 277-291
    • Akaike, H.1
  • 59
    • 79951480123 scopus 로고    scopus 로고
    • R Development Core Team, Available, Vienna: R Foundation for Statistical Computing
    • R Development Core Team (2010) R: A language and environment for statistical computing. Vienna: R Foundation for Statistical Computing. Available:http://www.r-project.org/.
    • (2010) R: A language and environment for statistical computing
  • 61
    • 84859939861 scopus 로고    scopus 로고
    • Growth curve models for the analysis of phenotype arrays for a systems biology overview of Yersinia pestis
    • Joint Statistical Meetings Minneapolis, MN, United States August 6, 2005 through August 10, 2005
    • Fodor IK, Holtz-Morris AE, McCutchen-Maloney SL, (2005) Growth curve models for the analysis of phenotype arrays for a systems biology overview of Yersinia pestis. Joint Statistical Meetings Minneapolis, MN, United States August 6, 2005 through August 10, 2005.
    • (2005)
    • Fodor, I.K.1    Holtz-Morris, A.E.2    McCutchen-Maloney, S.L.3
  • 62
    • 0023049334 scopus 로고
    • Confidence intervals rather than p values: estimation rather than hypothesis testing
    • Gardner MJ, Altman DG, (1986) Confidence intervals rather than p values: estimation rather than hypothesis testing. British Medical Journal 292: 746-750.
    • (1986) British Medical Journal , vol.292 , pp. 746-750
    • Gardner, M.J.1    Altman, D.G.2
  • 66
    • 0016030726 scopus 로고
    • Spline functions in data analysis
    • Wold S, (1974) Spline functions in data analysis. Technometrics 16: 1-11.
    • (1974) Technometrics , vol.16 , pp. 1-11
    • Wold, S.1
  • 67
    • 0002344794 scopus 로고
    • Bootstrap methods: Another look at the jackknife
    • Efron B, (1979) Bootstrap methods: Another look at the jackknife. Annals of Statistics 7: 1-26.
    • (1979) Annals of Statistics , vol.7 , pp. 1-26
    • Efron, B.1
  • 68
    • 33745795130 scopus 로고    scopus 로고
    • Key issues concerning Biolog use for aerobic and anaerobic freshwater bacterial community-level physiological profiling
    • Christian BW, Lind OT, (2006) Key issues concerning Biolog use for aerobic and anaerobic freshwater bacterial community-level physiological profiling. Internat Rev Hydrobiol 91: 257-268.
    • (2006) Internat Rev Hydrobiol , vol.91 , pp. 257-268
    • Christian, B.W.1    Lind, O.T.2
  • 69
    • 27744452625 scopus 로고    scopus 로고
    • A survey of the methods for the characterization of microbial consortia and communities
    • Spiegelman D, Whissell G, Greer CW, (2005) A survey of the methods for the characterization of microbial consortia and communities. Canadian Journal of Microbiology 51: 355-386.
    • (2005) Canadian Journal of Microbiology , vol.51 , pp. 355-386
    • Spiegelman, D.1    Whissell, G.2    Greer, C.W.3
  • 72
    • 57149123937 scopus 로고    scopus 로고
    • A primer in longitudinal data analysis
    • Fitzmaurice GM, Ravichandran C, (2008) A primer in longitudinal data analysis. Circulation 118: 2005-2010.
    • (2008) Circulation , vol.118 , pp. 2005-2010
    • Fitzmaurice, G.M.1    Ravichandran, C.2
  • 74
    • 80053616945 scopus 로고    scopus 로고
    • Monotonicity-constrained species distribution models
    • Hofner B, Müller J, Hothorn T, (2011) Monotonicity-constrained species distribution models. Ecology 92: 1895-1901.
    • (2011) Ecology , vol.92 , pp. 1895-1901
    • Hofner, B.1    Müller, J.2    Hothorn, T.3
  • 75
    • 58849165338 scopus 로고    scopus 로고
    • Analysis of trials with complex treatment structure using multiple contrast tests
    • Schaarschmidt F, Vaas L, (2009) Analysis of trials with complex treatment structure using multiple contrast tests. HortScience 44: 188-195.
    • (2009) HortScience , vol.44 , pp. 188-195
    • Schaarschmidt, F.1    Vaas, L.2
  • 77
    • 35348934254 scopus 로고    scopus 로고
    • Genome-scale reconstruction of metabolic network in Bacillus subtilis based on high-throughput phenotyping and gene essentiality data
    • Oh YK, Palsson BO, Park SM, Schilling CH, Mahadevan R, (2007) Genome-scale reconstruction of metabolic network in Bacillus subtilis based on high-throughput phenotyping and gene essentiality data. J Biol Chem 282: 28791-28799.
    • (2007) J Biol Chem , vol.282 , pp. 28791-28799
    • Oh, Y.K.1    Palsson, B.O.2    Park, S.M.3    Schilling, C.H.4    Mahadevan, R.5
  • 79
    • 40549102134 scopus 로고    scopus 로고
    • The applications of systematic in-frame, single-gene knockout mutant collection of Escherichia coli K-12
    • Baba T, Huan HC, Datsenko K, Wanner BL, Mori H, (2008) The applications of systematic in-frame, single-gene knockout mutant collection of Escherichia coli K-12. Methods Mol Biol 416: 183-194.
    • (2008) Methods Mol Biol , vol.416 , pp. 183-194
    • Baba, T.1    Huan, H.C.2    Datsenko, K.3    Wanner, B.L.4    Mori, H.5
  • 80
    • 60649109691 scopus 로고    scopus 로고
    • Legionella pneumophila couples fatty acid flux to microbial differentiation and virulence
    • Edwards RL, Dalebroux ZD, Swanson MS, (2009) Legionella pneumophila couples fatty acid flux to microbial differentiation and virulence. Mol Microbiol 71: 1190-1204.
    • (2009) Mol Microbiol , vol.71 , pp. 1190-1204
    • Edwards, R.L.1    Dalebroux, Z.D.2    Swanson, M.S.3
  • 84
    • 0011875126 scopus 로고    scopus 로고
    • Parametric modelling of growth curve data: An overview
    • Zimmermann DL, Nunez-Anton V, (2001) Parametric modelling of growth curve data: An overview. Test 10: 1-73.
    • (2001) Test , vol.10 , pp. 1-73
    • Zimmermann, D.L.1    Nunez-Anton, V.2
  • 85
    • 34250263445 scopus 로고
    • Smoothing noisy data with spline functions
    • Craven P, Wahba G, (1979) Smoothing noisy data with spline functions. Numerische Mathematik 31: 377-403.
    • (1979) Numerische Mathematik , vol.31 , pp. 377-403
    • Craven, P.1    Wahba, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.