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Bio
Research Interest
Application of system-theoretical concepts in genome-scale molecular analysis, data integration and functional interpretation
Development of genome-wide metabolomics and proteomics/phosphoproteomics technologies as elementary systems biology techniques, high throughput profiling (HTP) in systems biology, data integration; combining experimental approaches with multivariate statistics, pattern recognition and modeling of metabolism: “emergence” in plants, animals and microbes.
Development of theoretical models based on multivariate statistics for the biological interpretation of HTP data, calculation of biochemical regulation – the “differential Jacobian” – from HTP data.
Plant genotype-phenotype interaction; plant phenotypic plasticity including stress, growth, developmental and nutritional physiology.
Personalzed medicine: metabolomic and proteomic analysis of biofluids, data integration and human physiology.
Metabolomics and proteomics – assisted genome annotation and reconstruction of genome-wide metabolic and regulatory networks in plant, microbial and other model systems like Arabidopsis thaliana (dicot), Chlamydomonas reinhardtii (green alga), Medicago truncatula (legume) and others, applications of metabolomics and proteomics to non-sequenced species like tomato, potato, plant communities, microbiomes etc.
Databases, data management and data mining.
Application of system-theoretical concepts in genome-scale molecular analysis, data integration and functional interpretation
Development of genome-wide metabolomics and proteomics/phosphoproteomics technologies as elementary systems biology techniques, high throughput profiling (HTP) in systems biology, data integration; combining experimental approaches with multivariate statistics, pattern recognition and modeling of metabolism: “emergence” in plants, animals and microbes.
Development of theoretical models based on multivariate statistics for the biological interpretation of HTP data, calculation of biochemical regulation – the “differential Jacobian” – from HTP data.
Plant genotype-phenotype interaction; plant phenotypic plasticity including stress, growth, developmental and nutritional physiology.
Personalzed medicine: metabolomic and proteomic analysis of biofluids, data integration and human physiology.
Metabolomics and proteomics – assisted genome annotation and reconstruction of genome-wide metabolic and regulatory networks in plant, microbial and other model systems like Arabidopsis thaliana (dicot), Chlamydomonas reinhardtii (green alga), Medicago truncatula (legume) and others, applications of metabolomics and proteomics to non-sequenced species like tomato, potato, plant communities, microbiomes etc.
Databases, data management and data mining.
Research Interests
Papers共 349 篇Author StatisticsCo-AuthorSimilar Experts
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Wan Li,Zhengnan Cai,Florian Schindler, Leila Afjehi-Sadat,Bianca Montsch,Petra Heffeter,Elke H. Heiss,Wolfram Weckwerth
Journal of Agricultural and Food Chemistry (2024)
Clara Groot Crego,Jaqueline Hess,Gil Yardeni,Marylaure de La Harpe, Clara Priemer, Francesca Beclin,Sarah Saadain, Luiz A. Cauz-Santos,Eva M. Temsch,Hanna Weiss-Schneeweiss,Michael H. J. Barfuss,Walter Till,
PLANT CELL (2024)
Zhengnan Cai,Wan Li,Sonja Hager,Jayne Louise Wilson, Leila Afjehi-Sadat,Elke H. Heiss,Thomas Weichhart,Petra Heffeter,Wolfram Weckwerth
CELLULAR & MOLECULAR IMMUNOLOGY (2024)
ALGAL RESEARCH-BIOMASS BIOFUELS AND BIOPRODUCTS (2024): 103368
RNA BIOLOGYno. 1 (2024): 1-15
Wan Li,Zhengnan Cai,Florian Schindler, Leila Afjehi-Sadat,Bianca Montsch,Petra Heffeter,Elke H Heiss,Wolfram Weckwerth
Journal of agricultural and food chemistryno. 23 (2024): 13039-13053
Carissa Bleker,Živa Ramšak,Andras Bittner,Vid Podpečan,Maja Zagorščak,Bernhard Wurzinger,Špela Baebler,Marko Petek,Maja Križnik, Annelotte van Dieren, Juliane Gruber, Leila Afjehi-Sadat,
Free radical biology & medicine (2024): 443-456
Maru Mormina, Bernhard Müller,Guido Caniglia,Eivind Engebretsen,Henriette Löffler-Stastka,James Marcum,Mathew Mercuri, Elisabeth Paul,Holger Pfaff,Federica Russo,Joachim Sturmberg, Felix Tretter,
Humanities and Social Sciences Communicationsno. 1 (2024): 1-7
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