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Resource | Open Access

VarEPS-MPXV: A risk evaluation system for observed and virtual variations in mpox virus genomes

Qinglan Sun1,3,#Chang Shu1,2,#Yuanbin Liu1,3Jian Lu1,3Guomei Fan1,3Ziquan Lv4Yulin Fu4Yingfeng Luo1,2,5Shenghan Gao1,2Juncai Ma1,2,3( )Songnian Hu1,2,5( )Linhuan Wu1,2,3 ( )
Microbial Resource and Big Data Center, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
Chinese National Microbiology Data Center (NMDC), Beijing, China
Shenzhen Center for Disease Control and Prevention, Guangdong, China
University of Chinese Academy of Sciences, Beijing, China

#These authors contributed equally to this work

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Highlights

• VarEPS-MPXV (mpox virus variations risk evaluation system) is developed to evaluate actual and virtual mutations in the mpox virus genome.

• Five critical characteristic variants were identified, with OPG118: K606E predicted to be a key mutation for MPXV survival and transmission.

• Characteristic mutations predominantly involved high-probability substitutions.

• This is the first study to incorporate environmental and social factors to assess their influence on MPXV variant frequency.

Abstract

The mpox virus (MPXV) is undergoing mutations at an alarmingly rapid pace, necessitating heightened genomic surveillance to manage its global spread. However, current assessments lack a comprehensive evaluation of genomic variations and the influence of environmental and social factors. To address this gap, we developed the mpox virus variations risk evaluation system (VarEPS-MPXV), which uses a multidimensional strategy to assess observed and virtual variations—those that have yet to occur—thereby mitigating time-lag issues in risk prediction. The system integrates six environmental and four social factors to monitor their impact on genomic variation. By analyzing 17,523 publicly available MPXV sequences, we identified 61,788 unique amino acid variants and highlighted five significant mutations. Notably, OPG118: K606E is predicted to play a critical role in MPXV survival and transmission. Our assessment revealed that most key mutations involved amino acid substitutions with low mutational barriers. Variations in the OPG190 gene may alter antibody affinity, while the mutation at site 127 in the OPG038 gene may influence immune protein binding stability. The VarEPS-MPXV offers vital support for managing MPXV outbreaks and other viral diseases, contributing to global public health research and practice. Researchers can freely access the database at https://nmdc.cn/mpox/.

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hLife
Pages 327-337

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Cite this article:
Sun Q, Shu C, Liu Y, et al. VarEPS-MPXV: A risk evaluation system for observed and virtual variations in mpox virus genomes. hLife, 2025, 3(7): 327-337. https://doi.org/10.1016/j.hlife.2025.04.003

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Received: 05 February 2025
Revised: 08 April 2025
Accepted: 11 April 2025
Published: 01 July 2025
© 2025 The Authors.

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).