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In silico analysis for determining the deleterious nonsynonymous single nucleotide polymorphisms of BRCA genes

机译:用于确定BRCA基因的有害非同义单核苷酸多态性的计算机分析

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摘要

Recent advances in DNA sequencing techniques have led to an increase in the identification of single nucleotide polymorphisms (SNPs) in and genes, but no further information regarding the deleterious probability of many of them is available (Variants of Unknown Significance/VUS). As a result, in the current study, different sequence- and structure-based computational tools including SIFT, PolyPhen2, PANTHER, SNPs&GO, FATHMM, SNAP, PhD-SNP, Align-GVGD, and I-Mutant were utilized for determining how resulted BRCA protein is affected by corresponding missense mutations. FoldX was used to estimate mutational effects on the structural of BRCA proteins. Variants were considered extremely deleterious only when all tools predicted them to be deleterious. A total of 10 VUSs in (Cys39Ser, Cys64Gly, Phe861Cys, Arg1699Pro, Trp1718Cys, Phe1761Ser, Gly1788Asp, Val1804Gly, Trp1837Gly, and Trp1837Cys) and 12 in (Leu2510Pro, Asp2611Gly, Tyr2660Asp, Leu2686Pro, Leu2688Pro, Tyr2726Cys, Leu2792Pro, Gly2812Glu, Gly2813Glu, Arg2842Cys, Asp3073Gly, and Gly3076Val) were considered as extremely deleterious. Results suggested that deleterious N- and C-terminal domain of the and C-terminus. Utilizing evolutionary conservation analysis, we demonstrated that the majority of deleterious SNPs ensue in highly conserved regions of genes. Furthermore, utilizing FoldX, we demonstrated that alterations in the function of proteins are not always together with stability alterations.
机译:DNA测序技术的最新进展已导致对cDNA和cDNA中单核苷酸多态性(SNP)的鉴定增加,但尚无关于其中许多有害概率的进一步信息(未知意义变量/ VUS)。结果,在当前的研究中,使用了不同的基于序列和结构的计算工具,包括SIFT,PolyPhen2,PANTHER,SNPs&GO,FATHMM,SNAP,PhD-SNP,Align-GVGD和I-Mutant,来确定结果BRCA的方式蛋白受相应的错义突变影响。 FoldX用于评估对BRCA蛋白结构的突变影响。仅当所有工具都预测变体有害时,变体才被视为极度有害。在(Cys39Ser,Cys64Gly,Phe861Cys,Arg1699Pro,Trp1718Cys,Phe1761Ser,Gly1788Asp,Val1804Gly,Trp1837Gly和Trp1837Cys)中总共有10个VUS,在(Leu2510ProPro,Aus2612ly,Lasp25Pro2,Ly25ProPro,Asp262Gly, Arg2842Cys,Asp3073Gly和Gly3076Val被认为是极有害的。结果表明,有害的N末端和C末端结构域和C末端。利用进化保守性分析,我们证明了大多数有害的SNPs都发生在高度保守的基因区域。此外,利用FoldX,我们证明了蛋白质功能的改变并不总是与稳定性改变在一起。

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