基本信息
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Bio
My scientific ambition is to uncover the genetic bases of phenotypic traits and human diseases using a combination of large-scale data, evolutionary perspective, statistical and Deep Learning methods followed by experimental validation. Specific research directions include:
• Development of algorithms and Deep Learning methods for the analysis of proteins and prediction of protein spatial structures, interactions and functions;
• Using coevolution and Deep Learning approaches to learn about protein-protein interactions in human pathogens and humans, especially for cancer drivers and other disease-causing proteins;
• Analysis and prediction of phenotypic mutations with the emphasis on protein-coding genes and cancer-driving somatic mutations or disease-causing variants;
• Computational analyses of protein families and available genomes to generate hypotheses about molecular and cellular functions, biological structures, regulatory mechanisms and relevance to cancers and other diseases;
• Comparative analyses of newly sequenced genomes to reveal genetic determinants of unique phenotypic traits.
Research Interests
Papers共 162 篇Author StatisticsCo-AuthorSimilar Experts
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The taxonomic report of the International Lepidoptera Surveyno. 4 (2025)
BIOINFORMATICSno. 1 (2025)
Jing Zhang, Rongqing Yuan,Andriy Kryshtafovych, Rachael C Kretsch,R Dustin Schaeffer, Jian Zhou,Rhiju Das, Nick V Grishin,Qian Cong
bioRxiv the preprint server for biology (2025)
Carlos A. Aldrete,Connor C. Call, Lucas E. Sant’Anna,Alexander E. Vlahos,Jimin Pei,Qian Cong,Xiaojing J. Gao
Nature Chemical Biologypp.1-10, (2025)
Rongqing Yuan,Jing Zhang,Andriy Kryshtafovych,R Dustin Schaeffer, Jian Zhou,Qian Cong, Nick V Grishin
bioRxiv the preprint server for biology (2025)
Proceedings of the National Academy of Sciences of the United States of Americano. 8 (2025): e2426986122-e2426986122
Protein science a publication of the Protein Societyno. 3 (2025): e70074-e70074
Molecular Therapyno. 5 (2025): 2252-2268
NATURE MICROBIOLOGYno. 10 (2024)
Jungyeon Kim,Jing Zhang,Lisa Kinch,Jinhui Shen, Sydney Field, Shahanshah Khan,Jan-Michael Klapproth,Kevin J. Forsberg,Tamia Harris-Tryon,Kim Orth,Qian Cong,Josephine Ni
Cellular and Molecular Gastroenterology and Hepatologypp.101451, (2024)
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Author Statistics
#Papers: 160
#Citation: 10744
H-Index: 31
G-Index: 103
Sociability: 6
Diversity: 3
Activity: 120
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