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Deep learning the structural determinants of protein biochemical properties by comparing structural ensembles with DiffNets
Understanding the structural determinants of a protein’s biochemical properties, such as activity and stability, is a major challenge in biology and medicine. Comparing computer simulations of protein variants with different biochemical properties is an increasingly powerful means to drive progress....
Autores principales: | Ward, Michael D., Zimmerman, Maxwell I., Meller, Artur, Chung, Moses, Swamidass, S. J., Bowman, Gregory R. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8140102/ https://www.ncbi.nlm.nih.gov/pubmed/34021153 http://dx.doi.org/10.1038/s41467-021-23246-1 |
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