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整合基因组分析与分子动力学模拟相结合揭示了Bcl-2基因有害突变对凋亡机制的影响及其在致癌过程中的意义。

Integrative genomic analyses combined with molecular dynamics simulations reveal the impact of deleterious mutations of Bcl-2 gene on the apoptotic machinery and implications in carcinogenesis.

作者信息

Elamin Ghazi, Zhang Zhichao, Dwarka Depika, Kasumbwe Kabange, Mellem John, Mkhwanazi Nompumelelo P, Madlala Paradise, Soliman Mahmoud E S

机构信息

Molecular Bio-Computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban, South Africa.

Department of Pharmaceutical Chemistry, College of Pharmacy, Karary University, Khartoum, Sudan.

出版信息

Front Genet. 2025 Jan 7;15:1502152. doi: 10.3389/fgene.2024.1502152. eCollection 2024.

Abstract

OBJECTIVES

Unlike other diseases, cancer is not just a genome disease but should broadly be viewed as a disease of the cellular machinery. Therefore, integrative multifaceted approaches are crucial to understanding the complex nature of cancer biology. Bcl-2 (B-cell lymphoma 2), encoded by the human BCL-2 gene, is an anti-apoptotic molecule that plays a key role in apoptosis and genetic variation of Bcl-2 proteins and is vital in disrupting the apoptotic machinery. Single nucleotide polymorphisms (SNPs) are considered viable diagnostic and therapeutic biomarkers for various cancers. Therefore, this study explores the association between SNPs in Bcl-2 and the structural, functional, protein-protein interactions (PPIs), drug binding and dynamic characteristics.

METHODS

Comprehensive cross-validated bioinformatics tools and molecular dynamics (MD) simulations. Multiple sequence, genetic, structural and disease phenotype analyses were applied in this study.

RESULTS

Analysis revealed that out of 130 mutations, approximately 8.5% of these mutations were classified as pathogenic. Furthermore, two particular variants, namely, Bcl-2 and Bcl-2, were found to be the most deleterious across all analyses. Following 500 ns, MD simulations showed that these mutations caused a significant distortion in the protein conformational, protein-protein interactions (PPIs), and drug binding landscape compared to Bcl-2.

CONCLUSION

Despite being a predictive study, the findings presented in this report would offer a perspective insight for further experimental investigation, rational drug design, and cancer gene therapy.

摘要

目的

与其他疾病不同,癌症不仅仅是一种基因组疾病,而应广义地视为一种细胞机制疾病。因此,综合多方面的方法对于理解癌症生物学的复杂本质至关重要。由人类BCL-2基因编码的Bcl-2(B细胞淋巴瘤2)是一种抗凋亡分子,在凋亡以及Bcl-2蛋白的遗传变异中起关键作用,并且在破坏凋亡机制方面至关重要。单核苷酸多态性(SNP)被认为是各种癌症可行的诊断和治疗生物标志物。因此,本研究探讨Bcl-2基因中的SNP与结构、功能、蛋白质-蛋白质相互作用(PPI)、药物结合及动力学特征之间的关联。

方法

采用全面交叉验证的生物信息学工具和分子动力学(MD)模拟。本研究应用了多序列、遗传、结构和疾病表型分析。

结果

分析显示,在130个突变中,约8.5%的突变被归类为致病性突变。此外,在所有分析中发现两个特定变体,即Bcl-2和Bcl-2,是最具有害性的。在500纳秒后,MD模拟表明,与Bcl-2相比,这些突变导致蛋白质构象、蛋白质-蛋白质相互作用(PPI)和药物结合格局发生显著扭曲。

结论

尽管本研究是一项预测性研究,但本报告中的发现将为进一步的实验研究、合理药物设计和癌症基因治疗提供前瞻性见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a56/11747654/a35496cc51d3/fgene-15-1502152-g001.jpg

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