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MTR3D-AF2:利用 AlphaFold2 扩展人类蛋白质组中空间衍生错义容忍评分的覆盖范围。

MTR3D-AF2: Expanding the coverage of spatially derived missense tolerance scores across the human proteome using AlphaFold2.

机构信息

The Australian Center for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland, Australia.

Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne, Australia.

出版信息

Protein Sci. 2024 Aug;33(8):e5112. doi: 10.1002/pro.5112.

Abstract

The missense tolerance ratio (MTR) was developed as a novel approach to assess the deleteriousness of variants. Its three-dimensional successor, MTR3D, was demonstrated powerful at discriminating pathogenic from benign variants. However, its reliance on experimental structures and homologs limited its coverage of the proteome. We have now utilized AlphaFold2 models to develop MTR3D-AF2, which covers 89.31% of proteins and 85.39% of residues across the human proteome. This work has improved MTR3D's ability to distinguish clinically established pathogenic from benign variants. MTR3D-AF2 is freely available as an interactive web server at https://biosig.lab.uq.edu.au/mtr3daf2/.

摘要

错义容忍比(MTR)是作为一种评估变异有害性的新方法而开发的。它的三维后继者 MTR3D,被证明在区分致病性和良性变异方面非常有效。然而,它对实验结构和同源物的依赖限制了它对蛋白质组的覆盖范围。我们现在利用 AlphaFold2 模型开发了 MTR3D-AF2,它涵盖了人类蛋白质组中 89.31%的蛋白质和 85.39%的残基。这项工作提高了 MTR3D 区分临床确定的致病性和良性变异的能力。MTR3D-AF2 可在 https://biosig.lab.uq.edu.au/mtr3daf2/ 作为交互式网络服务器免费使用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6a6f/11258768/af284ea34c8f/PRO-33-e5112-g006.jpg

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