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References from Enzyme structure correlates with variant effect predictability. Local targets link to admitted publications; unresolved targets remain external evidence.
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10.1002/9783527684625 · External reference
Enzymatic carbon dioxide capture
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10.1021/acs.chemrev.2c00644
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Recent advances in machine learning variant effect prediction tools for protein engineering
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10.1073/pnas.0603666103
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The ensembl variant effect predictor
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Predicting changes in protein thermodynamic stability upon point mutation with deep 3D convolutional neural networks
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Accurate structure prediction of biomolecular interactions with AlphaFold 3
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Unresolved reference
External reference
Using AlphaFold to predict the impact of single mutations on protein stability and function
10.1371/journal.pone.0282689 · 2023 · External reference
Language models enable zero-shot prediction of the effects of mutations on protein function
2021 · External reference
10.1038/s41587-022-01432-w
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ProteinGym: large-scale benchmarks for protein fitness prediction and design
2024 · External reference
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Unresolved reference
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Unresolved reference
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Unresolved reference
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Structural and energetic consequences of disruptive mutations in a protein core
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Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability
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Deep mutational scanning of the Neisseria meningitidis major pilin reveals the importance of pilus tip-mediated adhesion
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Mega-scale experimental analysis of protein folding stability in biology and design
2023 · External reference
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Direct-coupling analysis of residue coevolution captures native contacts across many protein families
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