Publications of M. Scholz

Meyer, R. C.; Witucka-Wall, H.; Becher, M.; Blacha, A.; Boudichevskaia, A.; Doermann, P.; Fiehn, O.; Friedel, S.; von Korff, M.; Lisec, J. et al.; Melzer, M.; Repsilber, D.; Schmidt, R.; Scholz, M.; Selbig, J.; Willmitzer, L.; Altmann, T.: Heterosis manifestation during early Arabidopsis seedling development is characterized by intermediate gene expression and enhanced metabolic activity in the hybrids. The Plant Journal 71 (4), pp. 669 - 683 (2012)

Wienkoop, S.; Morgenthal, K.; Wolschin, F.; Scholz, M.; Selbig, J.; Weckwerth, W.: Integration of metabolomic and proteomic phenotypes. Molecular & Cellular Proteomics 7 (9), pp. 1725 - 1736 (2008)

Stacklies, W.; Redestig, H.; Scholz, M.; Walther, D.; Selbig, J.: pcaMethods - a bioconductor package providing PCA methods for incomplete data. Bioinformatics 23 (9), pp. 1164 - 1167 (2007)

Morgenthal, K.; Wienkoop, S.; Scholz, M.; Selbig, J.; Weckwerth, W.: Correlative GC-TOF-MS-based metabolite profiling and LC-MS-based protein profiling reveal time-related systemic regulation of metabolite-protein networks and improve pattern recognition for multiple biomarker selection. Metabolomics 1 (2), pp. 109 - 121 (2005)

Scholz, M.; Kaplan, F.; Guy, C. L.; Kopka, J.; Selbig, J.: Non-linear PCA: a missing data approach. Bioinformatics 21 (20), pp. 3887 - 3895 (2005)

Scholz, M.; Gatzek, S.; Sterling, A.; Fiehn, O.; Selbig, J.: Metabolite fingerprinting: detecting biological features by independent component analysis. Bioinformatics 20 (15), pp. 2447 - 2454 (2004)

Scholz, M.; Selbig, J.: Visualisation and Analysis of Molecular Data. In: Metabolomics: Methods and Protocols, pp. 87 - 104 (Ed. Weckwerth, W.). Humana Press Inc., Totowa, NJ, USA (2007)

Steinfath, M.; Repsilber, D.; Scholz, M.; Walther, D.; Selbig, J.: Integrated data analysis for genome-wide research. In: Plant Systems Biology, pp. 309 - 329 (Eds. Baginski, S.; Fernie, A.). Birkhäuser Verlag, Basel, Boston, Berlin (2007)

Steinfath, M.; Scholz, M.; Selbig, J.: Profile data analysis: missing value estimation, dimension reduction, clustering, and classification. In: European Training and Network Activity: Plant Genomics and Bioinformatics - Expression Micro Arrays and Beyong: a course book., pp. 193 - 200 (Ed. Freitag, J.). Max-Planck-Institute of Molecular Plant Physiology, Potsdam, GER (2006)

Fiehn, O.; Wohlgemuth, G.; Scholz, M.: Setup and annotation of metabolomic experiments by integrating biological and mass spectrometric metadata. In: Data Integration in the Life Sciences, pp. 224 - 239 (Eds. Ludaescher, B.; Raschid, L.). Springer-Verlag, Berlin, Heidelberg (2005)

Scholz, M.; Gibon, Y.; Stitt, M.; Selbig, J.: Independent Component Analysis of starch deficient pgm mutants. In: German Conference on Bioinformatics, pp. 95 - 104. German Conference on Bioinformatics, Bielefeld. (2004)