المؤلفون: Gligorijević V; Center for Computational Biology, Flatiron Institute, New York, NY, USA. vgligorijevic@flatironinstitute.org., Renfrew PD; Center for Computational Biology, Flatiron Institute, New York, NY, USA., Kosciolek T; Department of Pediatrics, University of California San Diego, La Jolla, CA, USA.; Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland., Leman JK; Center for Computational Biology, Flatiron Institute, New York, NY, USA., Berenberg D; Center for Computational Biology, Flatiron Institute, New York, NY, USA.; Courant Institute of Mathematical Sciences, Department of Computer Science, New York University, New York, NY, USA., Vatanen T; Broad Institute of MIT and Harvard, Cambridge, MA, USA.; The Liggins Institute, University of Auckland, Auckland, New Zealand., Chandler C; Center for Computational Biology, Flatiron Institute, New York, NY, USA., Taylor BC; Biomedical Sciences Graduate Program, University of California San Diego, La Jolla, CA, USA., Fisk IM; Scientific Computing Core, Flatiron Institute, Simons Foundation, New York, NY, USA., Vlamakis H; Broad Institute of MIT and Harvard, Cambridge, MA, USA., Xavier RJ; Broad Institute of MIT and Harvard, Cambridge, MA, USA.; Center for Computational and Integrative Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.; Gastrointestinal Unit, and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.; Center for Microbiome Informatics and Therapeutics, MIT, Cambridge, MA, USA., Knight R; Department of Pediatrics, University of California San Diego, La Jolla, CA, USA.; Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA.; Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA, USA., Cho K; Center for Data Science, New York University, New York, NY, USA.; CIFAR Azrieli Global Scholar, New York, NY, USA., Bonneau R; Center for Computational Biology, Flatiron Institute, New York, NY, USA. rb133@nyu.edu.; Courant Institute of Mathematical Sciences, Department of Computer Science, New York University, New York, NY, USA. rb133@nyu.edu.; Center for Data Science, New York University, New York, NY, USA. rb133@nyu.edu.; Center for Genomics and Systems Biology, Department of Biology, New York University, New York, NY, USA. rb133@nyu.edu.

المصدر: Nature communications [Nat Commun] 2021 May 26; Vol. 12 (1), pp. 3168. Date of Electronic Publication: 2021 May 26.

نوع المنشور: Comparative Study; Evaluation Study; Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't; Research Support, U.S. Gov't, Non-P.H.S.

بيانات الدورية: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE

مواضيع طبية MeSH: Deep Learning* , Models, Biological* , Protein Structure, Tertiary*, Computational Biology/*methods , Proteins/*physiology, Amino Acid Sequence ; Databases, Protein/statistics & numerical data ; Datasets as Topic ; Models, Molecular ; Proteins/ultrastructure ; Structure-Activity Relationship