In silico prediction and structural profiling of human CYP2E1 missense variants implicated in hepatotoxic injuries

CYP2E1 sits at the crossroads of xenobiotic metabolism and oxidative-stress generation, yet the functional consequences of most coding variants are unknown. We developed a structure-aware in silico pipeline to prioritize and mechanistically profile human CYP2E1 nsSNPs. From 490 missense SNPs collected, a consensus cascade of 27 prediction tools and evolutionary conservation filters yielded 24 high-confidence candidates, six highly conserved substitutions were subjected to all-atom MD. Trajectories analysis revealed variant-specific atomistic phenotypes spanning core collapse, access-tunnel rigidification, and localized electrostatic destabilization. G300R produced the largest structural disruption, while R359P induced pronounced rigidification of access-region dynamics, both emerged as top candidates for altered coupling efficiency and hepatotoxic risk. We provided a ranked variant list and mechanistic hypotheses linking coding substitutions to altered heme positioning and potential increases in ROS leakage. This structure-based prioritization framework is intended to guide experimental biochemical, cellular and pharmacogenetic follow-up in studies of drug-induced and chronic liver injury.

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Journal
Journal of Genetic Engineering and Biotechnology
Published
2026-08-19
DOI
https://doi.org/10.1016/j.jgeb.2026.100799
Primary Topic
Pharmacogenetics and Drug Metabolism
Type
article
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article

In silico prediction and structural profiling of human CYP2E1 missense variants implicated in hepatotoxic injuries

Ibtissam Saad, Soukaina Ettoury, Sara Louati, Rachid Eljaoudi et al.
Journal of Genetic Engineering and Biotechnology
Pharmacogenetics and Drug Metabolism
article

In silico prediction and structural profiling of human CYP2E1 missense variants implicated in hepatotoxic injuries

Ibtissam Saad, Soukaina Ettoury, Sara Louati, Rachid Eljaoudi, Kaoutar Bentayebi, Loubna Taidi
article en

Abstract

CYP2E1 sits at the crossroads of xenobiotic metabolism and oxidative-stress generation, yet the functional consequences of most coding variants are unknown. We developed a structure-aware in silico pipeline to prioritize and mechanistically profile human CYP2E1 nsSNPs. From 490 missense SNPs collected, a consensus cascade of 27 prediction tools and evolutionary conservation filters yielded 24 high-confidence candidates, six highly conserved substitutions were subjected to all-atom MD. Trajectories analysis revealed variant-specific atomistic phenotypes spanning core collapse, access-tunnel rigidification, and localized electrostatic destabilization. G300R produced the largest structural disruption, while R359P induced pronounced rigidification of access-region dynamics, both emerged as top candidates for altered coupling efficiency and hepatotoxic risk. We provided a ranked variant list and mechanistic hypotheses linking coding substitutions to altered heme positioning and potential increases in ROS leakage. This structure-based prioritization framework is intended to guide experimental biochemical, cellular and pharmacogenetic follow-up in studies of drug-induced and chronic liver injury.

Journal of Genetic Engineering and BiotechnologyVol. 24(4)
Mohammed V University (MA), Abdelmalek Essaâdi University (MA), Université Mohammed VI des Sciences et de la Santé (MA)
Openalex Percentile: Top 9%
Pharmacogenetics and Drug Metabolism
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In silico prediction and structural profiling of human CYP2E1 missense variants implicated in hepatotoxic injuries — Ibtissam Saad, Soukaina Ettoury, et al. · Journal of Genetic Engineering and Biotechnology (2026) | TGRS Research Map | TGRS