Article ; Online: Recent breakthroughs in computational structural biology harnessing the power of sequences and structures.
Current opinion in structural biology
2023 Volume 80, Page(s) 102608
Abstract: Recent advances in computational approaches and their integration into structural biology enable tackling increasingly complex questions. Here, we discuss several key areas, highlighting breakthroughs and remaining challenges. Theoretical modeling has ... ...
Abstract | Recent advances in computational approaches and their integration into structural biology enable tackling increasingly complex questions. Here, we discuss several key areas, highlighting breakthroughs and remaining challenges. Theoretical modeling has provided tools to accurately predict and design protein structures on a scale currently difficult to achieve using experimental approaches. Molecular Dynamics simulations have become faster and more precise, delivering actionable information inaccessible by current experimental methods. Virtual screening workflows allow a high-throughput approach to discover ligands that bind and modulate protein function, while Machine Learning methods enable the design of proteins with new functionalities. Integrative structural biology combines several of these approaches, pushing the frontiers of structural and functional characterization to ever larger systems, advancing towards a complete understanding of the living cell. These breakthroughs will accelerate and significantly impact diverse areas of science. |
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MeSH term(s) | Computational Biology ; Proteins/chemistry ; Molecular Dynamics Simulation |
Chemical Substances | Proteins |
Language | English |
Publishing date | 2023-05-12 |
Publishing country | England |
Document type | Journal Article ; Review ; Research Support, Non-U.S. Gov't |
ZDB-ID | 1068353-7 |
ISSN | 1879-033X ; 0959-440X |
ISSN (online) | 1879-033X |
ISSN | 0959-440X |
DOI | 10.1016/j.sbi.2023.102608 |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
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