基本信息
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职业迁徙
个人简介
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.
研究兴趣
论文共 336 篇作者统计合作学者相似作者
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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,
The 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
Thiruvenkadam Shanmugam,Palak Chaturvedi, Deniz Streit,Arindam Ghatak, Thorsten Bergelt,Stefan Simm,Wolfram Weckwerth,Enrico Schleiff
RNA BIOLOGYno. 1 (2024): 1-15
Free radical biology & medicine (2024): 443-456
Zhengnan Cai,Wan Li,Sonja Hager,Jayne Louise Wilson, Leila Afjehi-Sadat,Elke H. Heiss,Thomas Weichhart,Petra Heffeter,Wolfram Weckwerth
Cellular & Molecular Immunologypp.1-18, (2024)
MICROBIOLOGY SPECTRUMno. 1 (2024): e0196423-e0196423
Shuang Zhang,Arindam Ghatak, Mitra Mohammad Bazargani, Hannes Kramml, Fujuan Zang,Ziva Ramsak, Shuang Gao,Kristina Gruden,Rajeev K. Varshney,Dong Jiang,Palak Chaturvedi,Wolfram Weckwerth
PLANT BIOTECHNOLOGY JOURNALno. 3 (2024): 555-571
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