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人配对盒 4 基因中非 synonymous 单核苷酸多态性(nsSNP)的计算机功能和结构分析。

In Silico Functional and Structural Analysis of Non-synonymous Single Nucleotide Polymorphisms (nsSNPs) in Human Paired Box 4 Gene.

机构信息

Department of Nutrition and Food Technology, Jashore University of Science and Technology, Jashore, Bangladesh.

Department of Food Engineering, North Pacific International University of Bangladesh, Dhaka, Bangladesh.

出版信息

Biochem Genet. 2024 Aug;62(4):2975-2998. doi: 10.1007/s10528-023-10589-1. Epub 2023 Dec 7.

Abstract

In human genome, members of Paired box (PAX) transcription factor family are highly sequence-specific DNA-binding proteins. Among PAX gene family members, PAX4 gene has significant role in growth, proliferation, differentiation, and insulin secretion of pancreatic β-cells. Single nucleotide polymorphisms (SNPs) in PAX4 gene progress in the pathogenesis of various human diseases. Hence, the molecular mechanism of how these SNPs in PAX4 gene significantly progress diseases pathogenesis needs to be elucidated. For the reason, a series of bioinformatic analyzes were done to identify the SNPs of PAX4 gene that contribute in diseases pathogenesis. From the analyzes, 4145 SNPs (rsIDs) in PAX4 gene were obtained, where, 362 missense (8.73%), 169 synonymous (4.08%), and 2323 intron variants (56.04%). The rest SNPs were unspecified. Among the 362 missense variants, 118 nsSNPs were found as deleterious in SIFT analysis. Among those, 25 nsSNPs were most probably damaging and 23 were deleterious as observed in PolyPhen-2 and PROVEAN analyzes, respectively. Following all analyzes, 14 nsSNPs (rs149708455, rs115887120, rs147279315, rs35155575, rs370095957, rs373939873, rs145468905, rs121917718, rs2233580, rs3824004, rs372751660, rs369459316, rs375472849, rs372497946) were common and observed as deleterious, probably damaging, affective and diseases associated. Following structural analyzes, 11 nsSNPs guided proteins were found as most unstable and highly conserved. Among these, R20W, R39Q, R45Q, R60H, G65D, and A223D mutated proteins were highly harmful. Hence, the results from above-mentioned integrated comprehensive bioinformatic analyzes guide how different nsSNPs in PAX4 gene alter structural and functional characteristics of the protein that might progress diseases pathogenesis in human including type 2 diabetes.

摘要

在人类基因组中,配对盒(PAX)转录因子家族的成员是高度序列特异性的 DNA 结合蛋白。在 PAX 基因家族成员中,PAX4 基因在胰腺β细胞的生长、增殖、分化和胰岛素分泌中具有重要作用。PAX4 基因中的单核苷酸多态性(SNP)在各种人类疾病的发病机制中起作用。因此,需要阐明这些 PAX4 基因中的 SNP 如何显著促进疾病发病机制的分子机制。出于这个原因,进行了一系列生物信息学分析,以确定导致疾病发病机制的 PAX4 基因中的 SNP。通过分析,在 PAX4 基因中获得了 4145 个 SNP(rsIDs),其中 362 个错义(8.73%),169 个同义(4.08%)和 2323 个内含子变体(56.04%)。其余 SNP 未指定。在 362 个错义变体中,在 SIFT 分析中发现 118 个 nsSNP 为有害。其中,25 个 nsSNP 最有可能是有害的,23 个是有害的,如 PolyPhen-2 和 PROVEAN 分析所示。在所有分析之后,发现了 14 个 nsSNP(rs149708455、rs115887120、rs147279315、rs35155575、rs370095957、rs373939873、rs145468905、rs121917718、rs2233580、rs3824004、rs372751660、rs369459316、rs372497946)为常见且观察到有害、可能有害、影响和与疾病相关。进行结构分析后,发现 11 个指导蛋白质的 nsSNP 被认为是最不稳定和高度保守的。其中,R20W、R39Q、R45Q、R60H、G65D 和 A223D 突变蛋白具有高度危害性。因此,上述综合生物信息学分析的结果指导了 PAX4 基因中的不同 nsSNP 如何改变蛋白质的结构和功能特征,这可能会导致包括 2 型糖尿病在内的人类疾病的发病机制。

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