AUTHOR=Ali Sadaqat , Ali Usman , Qamar Adeem , Zafar Imran , Yaqoob Muhammad , Ain Qurat ul , Rashid Summya , Sharma Rohit , Nafidi Hiba-Allah , Bin Jardan Yousef A. , Bourhia Mohammed TITLE=Predicting the effects of rare genetic variants on oncogenic signaling pathways: A computational analysis of HRAS protein function JOURNAL=Frontiers in Chemistry VOLUME=Volume 11 - 2023 YEAR=2023 URL=https://www.frontiersin.org/journals/chemistry/articles/10.3389/fchem.2023.1173624 DOI=10.3389/fchem.2023.1173624 ISSN=2296-2646 ABSTRACT=The HRAS gene plays a critical role in regulating fundamental cellular processes such as cell division, differentiation, and apoptosis. Its misregulation has been associated with the development of a variety of cancer types. Within the coding region of HRAS, nonsynonymous single nucleotide polymorphisms (nsSNPs) can lead to detrimental mutations that interfere with the normal protein function. In this study, our objective was to prognosticate the effects of rare genetic variants on HRAS protein function using a variety of computational tools. From among 50 nsSNPs, we identified 23 that were projected to be deleterious, and out of these, 10 nsSNPs ([G60V], [G60D], [R123P], [D38H], [I46T], [G115R], [R123G], [P11OL], [A59L], and [G13R]) were singled out as having the most ruinous impacts. We executed molecular dynamics simulations to explore the consequences of these nsSNPs on the stability, flexibility, and compaction of the HRAS protein. Our findings demonstrate the potential function of nsSNPs in upregulating HRAS expression and contributing to oncogenic signaling pathways. This study presents a well-crafted in silico approach for scrutinizing HRAS-associated nsSNPs and offers insights into the mechanisms underlying their influence on HRAS protein function.