Article ; Online: The Phenix-AlphaFold webservice: Enabling AlphaFold predictions for use in Phenix.
Protein science : a publication of the Protein Society
2024 Volume 33, Issue 5, Page(s) e4992
Abstract: Advances in machine learning have enabled sufficiently accurate predictions of protein structure to be used in macromolecular structure determination with crystallography and cryo-electron microscopy data. The Phenix software suite has AlphaFold ... ...
Abstract | Advances in machine learning have enabled sufficiently accurate predictions of protein structure to be used in macromolecular structure determination with crystallography and cryo-electron microscopy data. The Phenix software suite has AlphaFold predictions integrated into an automated pipeline that can start with an amino acid sequence and data, and automatically perform model-building and refinement to return a protein model fitted into the data. Due to the steep technical requirements of running AlphaFold efficiently, we have implemented a Phenix-AlphaFold webservice that enables all Phenix users to run AlphaFold predictions remotely from the Phenix GUI starting with the official 1.21 release. This webservice will be improved based on how it is used by the research community and the future research directions for Phenix. |
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MeSH term(s) | Software ; Models, Molecular ; Proteins/chemistry ; Protein Conformation ; Protein Folding ; Machine Learning ; Internet |
Chemical Substances | Proteins |
Language | English |
Publishing date | 2024-04-05 |
Publishing country | United States |
Document type | Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't |
ZDB-ID | 1106283-6 |
ISSN | 1469-896X ; 0961-8368 |
ISSN (online) | 1469-896X |
ISSN | 0961-8368 |
DOI | 10.1002/pro.4992 |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
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