在斯里兰卡遗传性乳腺癌患者队列中确定的不确定意义的生殖系变异的综合生物信息学分析。

IF 3.8 3区 医学 Q2 GENETICS & HEREDITY
Nipuni D S Arachchige, Nirmala D Sirisena, Sumadee De Silva, Kanishka S Senathilake, Mishal Faizan, Vajira H W Dissanayake
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引用次数: 0

摘要

背景:基于下一代测序(NGS)的检测是一种成本效益高的方法,用于鉴定遗传性乳腺癌中致癌易感基因的致病种系遗传变异。然而,通过NGS检测到的许多变异被归类为不确定意义变异(VUS),其中变异对蛋白质功能的影响尚不清楚。假设使用多种计算工具的生物信息学分析有助于产生关于这些VUS功能相关性的新知识。本研究旨在利用先进的生物信息学工具对斯里兰卡遗传性乳腺癌患者队列中选定的一组VUS的潜在致病性获得新的见解。方法:遗传学和基因组学中心的癌症数据库包含2015年至2023年间接受种系基因检测的患者的基因组和临床数据。从现有数据库中鉴定出乳腺癌患者中检测到的5个种系VUS,并选择它们进行进一步的生物信息学分析,使用硅致病性预测工具、3D蛋白质建模与结构分析、蛋白质结构稳定性评估与分子动态模拟(MDS)相结合。VUS包括:BRCA1:(NM_007294.4):c.3392A > G;Asp1131Gly (rs1555587813);BRIP1:(NM_032043.3):c.3103C > T;Arg1035Cys (rs45437094);CHEK2:(NM_007194.4):c.60G > T;Gln20His (rs375507194);MET:(NM_000245.4):c.840G >;Arg280Ser (rs1207381066);STK11:(NM_000455.5):c.355A > G;Asn119Asp (rs545015076)。结果:两个变体MET:(NM_000245.4):c.840G > T;Arg280Ser和BRCA1:(NM_007294.4):c.3392A > G;p.Asp1131Gly被认为具有对蛋白质结构和功能产生重大影响的高风险潜力。对BRIP1的GVGD结果和MDS数据进行比对:(NM_032043.3):c.3103C > T;Arg1035Cys变体提示有一些变化,需要进一步确认。CHEK2:(NM_007194.4):c.60G > T;gln20他的变体表明了一个中间的影响,而STK11:(NM_000455.5):c.355A > G;p。Asn119Asp对该蛋白没有明显的结构或功能影响。结论:本研究对五种VUS在癌症易感基因中的潜在结构和功能意义提供了有价值的见解。我们的研究结果表明MET、BRCA1和BRIP1的变异具有高风险潜力,需要进一步研究以描述它们的确切生物学效应,并更好地了解它们在乳腺癌风险中的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comprehensive bioinformatics analysis of selected germline variants of uncertain significance identified in a cohort of Sri Lankan hereditary breast cancer patients.

Background: Next-generation sequencing (NGS)-based testing is a cost-effective method for identifying pathogenic germline genetic variations in cancer-predisposing genes in hereditary breast cancer. However, many of the variants detected through NGS are classified as variants of uncertain significance (VUS), where the impact of the variants on protein function remains unclear. Bioinformatics analysis using multiple computational tools is postulated to aid in generating new knowledge regarding the functional relevance of these VUS. This study aimed to gain new insights into the potential pathogenicity of a selected set of VUS identified in a cohort of Sri Lankan hereditary breast cancer patients using advanced bioinformatics tools.

Methods: The cancer database at the Centre for Genetics and Genomics contains genomic and clinical data from patients who had undergone germline genetic testing between 2015 and 2023. Five germline VUS detected in breast cancer affected patients were identified from the existing database and selected for further bioinformatics analysis using a combination of in-silico pathogenicity prediction tools, 3D protein modeling with structural analysis, and protein structural stability assessment with molecular dynamic simulation (MDS). The VUS included: BRCA1:(NM_007294.4):c.3392A > G;p.Asp1131Gly, (rs1555587813); BRIP1:(NM_032043.3):c.3103C > T;p.Arg1035Cys, (rs45437094); CHEK2:(NM_007194.4):c.60G > T;p.Gln20His, (rs375507194); MET:(NM_000245.4):c.840G > T;p.Arg280Ser, (rs1207381066); and STK11:(NM_000455.5):c.355A > G;p.Asn119Asp, (rs545015076).

Results: Two variants MET:(NM_000245.4):c.840G > T;p.Arg280Ser and BRCA1:(NM_007294.4):c.3392A > G; p.Asp1131Gly are predicted to have high-risk potential for causing significant impacts on the protein structure and function. Align GVGD results and the MDS data for the BRIP1:(NM_032043.3):c.3103C > T;p.Arg1035Cys variant suggested some alterations that require further confirmation. The CHEK2:(NM_007194.4):c.60G > T;p.Gln20His variant suggested an intermediate impact, whereas STK11:(NM_000455.5):c.355A > G;p.Asn119Asp suggested no significant structural or functional impact on the protein.

Conclusions: This study contributes valuable insights into the potential structural and functional implications of five VUS in cancer predisposition genes. Our results suggest a high-risk potential for variants in MET, BRCA1 and BRIP1, warranting further investigation to delineate their exact biological effects and to better understand their role in breast cancer risk.

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来源期刊
Human Genomics
Human Genomics GENETICS & HEREDITY-
CiteScore
6.00
自引率
2.20%
发文量
55
审稿时长
11 weeks
期刊介绍: Human Genomics is a peer-reviewed, open access, online journal that focuses on the application of genomic analysis in all aspects of human health and disease, as well as genomic analysis of drug efficacy and safety, and comparative genomics. Topics covered by the journal include, but are not limited to: pharmacogenomics, genome-wide association studies, genome-wide sequencing, exome sequencing, next-generation deep-sequencing, functional genomics, epigenomics, translational genomics, expression profiling, proteomics, bioinformatics, animal models, statistical genetics, genetic epidemiology, human population genetics and comparative genomics.
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