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一项系统的计算机功能和结构分析揭示了人类基因中有害的错义非沉默单核苷酸多态性。

A systematic in-silico functional and structural analysis reveals deleterious missense nsSNPs in the human gene.

作者信息

Malhotra Purvi, Jaitly Aaryan, Walia Harshil, Dutta Ojasvi, Rajput Deepanshi, Husaini Mujtaba, Thakur Chander Jyoti, Saini Sandeep

机构信息

Department of Bioinformatics, Goswami Ganesh Dutta Sanatan Dharma College, Sector 32, Chandigarh, 160030, India.

Department of Biophysics, Panjab University, Sector-25, Chandigarh, 160014, India.

出版信息

Mol Biol Res Commun. 2025;14(4):291-306. doi: 10.22099/mbrc.2025.53206.2156.

Abstract

Colony Stimulating Factor-1 Receptor (CSF1R) is a tyrosine kinase transmembrane receptor that plays a vital role in innate immunity and neurogenesis and controls the differentiation and maintenance of most tissue-resident macrophages. mutations have been linked with many neurodegenerative diseases. In this work, we aim to identify the functional and structural impact of deleterious non-synonymous single nucleotide polymorphisms (nsSNPs) mutations on CSF1R, which could help understand the consequences of these mutational changes. A consensus-based prediction approach was used to screen the missense SNPs using six in-silico tools: SIFT, PROVEAN, PMut, MutPred, MISSENSE 3D, and FATHMM. SNPs found to be deleterious by more than five out of six tools were subjected to further analysis, such as protein secondary structure and domain architecture analysis by PSIPRED and NCBI-CDD, respectively. Mutant models of highly deleterious SNPs were modeled using PyMol, followed by energy minimization and Root Mean Square Deviation (RMSD) analysis and molecular dynamic (MD) simulation by YASARA, TM-ALIGN, and WebGro, respectively. Out of 780 missense SNPs screened, we found the four most deleterious SNPs (L301S, A770P, I775N, and F849S) that decreased the protein stability because of their presence in the conserved regions of wild-type CSF1R. Structural and functional studies revealed that these mutations could disrupt the protein's core and surface interactions, leading to destabilization and functional impairment. Moreover, the mutated proteins exhibited enhanced conformational flexibility and instability, as confirmed by MD simulation analysis.

摘要

集落刺激因子1受体(CSF1R)是一种酪氨酸激酶跨膜受体,在先天免疫和神经发生中起着至关重要的作用,并控制大多数组织驻留巨噬细胞的分化和维持。突变与许多神经退行性疾病有关。在这项工作中,我们旨在确定有害的非同义单核苷酸多态性(nsSNPs)突变对CSF1R的功能和结构影响,这有助于理解这些突变变化的后果。使用基于共识的预测方法,通过六个计算机模拟工具筛选错义单核苷酸多态性:SIFT、PROVEAN、PMut、MutPred、MISSENSE 3D和FATHMM。被六个工具中超过五个判定为有害的单核苷酸多态性将接受进一步分析,例如分别通过PSIPRED和NCBI-CDD进行蛋白质二级结构和结构域结构分析。使用PyMol对高度有害的单核苷酸多态性的突变模型进行建模,随后分别通过YASARA、TM-ALIGN和WebGro进行能量最小化和均方根偏差(RMSD)分析以及分子动力学(MD)模拟。在筛选的780个错义单核苷酸多态性中,我们发现了四个最有害的单核苷酸多态性(L301S、A770P、I775N和F849S),由于它们存在于野生型CSF1R的保守区域中,降低了蛋白质稳定性。结构和功能研究表明,这些突变可能破坏蛋白质的核心和表面相互作用,导致不稳定和功能受损。此外,MD模拟分析证实,突变蛋白表现出增强的构象灵活性和不稳定性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d3/12426959/4b1397eb6df8/mbrc-14-291-g001.jpg

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