Publications of M. Steinfath

Meyer, R. C.; Kusterer, B.; Lisec, J.; Steinfath, M.; Becher, M.; Scharr, H.; Melchinger, A. E.; Selbig, J.; Schurr, U.; Willmitzer, L. et al.; Altmann, T.: QTL analysis of early stage heterosis for biomass in Arabidopsis. Theoretical and Applied Genetics 120 (2), pp. 227 - 237 (2010)

Steinfath, M.; Gaertner, T.; Lisec, J.; Meyer, R. C.; Altmann, T.; Willmitzer, L.; Selbig, J.: Prediction of hybrid biomass in Arabidopsis thaliana by selected parental SNP and metabolic markers. Theoretical and Applied Genetics 120 (2), pp. 239 - 247 (2010)

Steinfath, M.; Strehmel, N.; Peters, R.; Schauer, N.; Groth, D.; Hummel, J.; Steup, M.; Selbig, J.; Kopka, J.; Geigenberger, P. et al.; van Dongen, J. T.: Discovering plant metabolic biomarkers for phenotype prediction using an untargeted approach. Plant Biotechnology Journal 8 (8), pp. 900 - 911 (2010)

Sulpice, R.; Trenkamp, S.; Steinfath, M.; Usadel, B.; Gibon, Y.; Witucka-Wall, H.; Pyl, E. T.; Tschoep, H.; Steinhauser, M.-C.; Guenther, M. et al.; Hoehne, M.; Rohwer, J. M.; Altmann, T.; Fernie, A. R.; Stitt, M.: Network analysis of enzyme activities and metabolite levels and their relationship to biomass in a large panel of Arabidopsis accessions. The Plant Cell 22 (8), pp. 2872 - 2893 (2010)

Andorf, S.; Gaertner, T.; Steinfath, M.; Witucka-Wall, H.; Altmann, T.; Repsilber, D.: Towards Systems Biology of Heterosis: A Hypothesis about Molecular Network Structure Applied for the Arabidopsis Metabolome. EURASIP Journal on Bioinformatics and Systems Biology, p. 147157 (2009)

Gaertner, T.; Steinfath, M.; Andorf, S.; Lisec, J.; Meyer, R. C.; Altmann, T.; Willmitzer, L.; Selbig, J.: Improved Heterosis Prediction by Combining Information on DNA- and Metabolic Markers. PLoS One 4 (4), p. e5220 (2009)

Lisec, J.; Steinfath, M.; Meyer, R. C.; Selbig, J.; Melchinger, A. E.; Willmitzer, L.; Altmann, T.: Identification of heterotic metabolite QTL in Arabidopsis thaliana RIL and IL populations. Plant Journal 59 (5), pp. 777 - 788 (2009)

Sulpice, R.; Pyl, E. T.; Ishihara, H.; Trenkamp, S.; Steinfath, M.; Witucka-Wall, H.; Gibon, Y.; Usadel, B.; Poree, F.; Piques, M. C. et al.; von Korff, M.; Steinhauser, M.-C.; Keurentjes, J. J. B.; Guenther, M.; Hoehne, M.; Selbig, J.; Fernie, A. R.; Altmann, T.; Stitt, M.: Starch as a major integrator in the regulation of plant growth. Proceedings of the National Academy of Sciences of the United States of America 106 (25), pp. 10348 - 10353 (2009)

Hoehenwarter, W.; van Dongen, J. T.; Wienkoop, S.; Steinfath, M.; Hummel, J.; Erban, A.; Sulpice, R.; Regierer, B.; Kopka, J.; Geigenberger, P. et al.; Weckwerth, W.: A rapid approach for phenotype-screening and database independent detection of cSNP/protein polymorphism using mass accuracy precursor alignment. Proteomics 8 (20), pp. 4214 - 4225 (2008)

Lisec, J.; Meyer, R. C.; Steinfath, M.; Redestig, H.; Becher, M.; Witucka-Wall, H.; Fiehn, O.; Torjek, O.; Selbig, J.; Altmann, T. et al.; Willmitzer, L.: Identification of metabolic and biomass QTL in Arabidopsis thaliana in a parallel analysis of RIL and IL populations. Plant Journal 53 (6), pp. 960 - 972 (2008)

Schauer, N.; Semel, Y.; Balbo, I.; Steinfath, M.; Repsilber, D.; Selbig, J.; Pleban, T.; Zamir, D.; Fernie, A. R.: Mode of inheritance of primary metabolic traits in tomato. The Plant Cell 20 (3), pp. 509 - 523 (2008)

Meyer, R. C.; Steinfath, M.; Lisec, J.; Becher, M.; Witucka-Wall, H.; Torjek, O.; Fiehn, O.; Eckardt, A.; Willmitzer, L.; Selbig, J. et al.; Altmann, T.: The metabolic signature related to high plant growth rate in Arabidopsis thaliana. Proceedings of the National Academy of Sciences of the United States of America 104 (11), pp. 4759 - 4764 (2007)

Steinfath, M.; Repsilber, D.; Hische, M.; Schauer, N.; Fernie, A. R.; Selbig, J.: Metabolite profiles as a reflection of physiological status - a methodological validation. Journal of Integrative Bioinformatics 3, pp. 2 - 18 (2006)

Schudoma, C.; Steinfath, M.; Sprenger, H.; van Dongen, J.; Hincha, D. K.; Zuther, E.; Geigenberger, P.; Kopka, J.; Koehl, K. I.; Walther, D.: Conducting molecular biomarker discovery studies in plants. In: High Throughput Phenotyping in Plants, 10 (Ed. Normanly, J.). Humana Press Inc., Totowa, NJ, USA (2012)

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)

Meyer, R. C.; Lisec, J.; Sulpice, R.; Steinfath, M.; Gaertner, T.; Becher, M.; Witucka-Wall, H.; von Korff, M.; Gunther, T.; Childs, L. et al.; Scharr, H.; Walter, A.; Torjek, O.; Fiehn, O.; Schurr, U.; Schmid, K.; Walther, D.; Gibon, Y.; Selbig, J.; Stitt, M.; Willmitzer, L.; Altmann, T.: Analysis of Arabidopsis natural variation in biomass accumulation and metabolism. In New Biotechnology, 25, p. S307 - S307. (2009)

Selbig, J.; Steinfath, M.; Repsilber, D.: Network structure and biological function: reconstruction, modeling, and statistical approaches. EURASIP Journal on Bioinformatics and Systems Biology, p. 714985 (2009)

Steinfath, M.; Groth, D.; Lisec, J.; Selbig, J.: Metabolite profile analysis: from raw data to regression and classification. Physiologia Plantarum 132 (2), pp. 150 - 161 (2008)