Biologyarticle2026-08-08

Genome-wide annotation of human multi-nucleotide variants reveals widespread functional differences from single nucleotide variants

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Abstract

Multi-nucleotide variants (MNVs) represent a crucial yet underexplored category of genetic variation. Despite previous studies highlighting the prevalence and potential biological impact of MNVs in populations, comprehensive identification and detailed functional annotation of MNVs remain challenging. Here, we develop MNVAnno, a toolbox for rapid identification and annotation of complex MNVs, and utilize it to identify 3,984,258 MNVs from 700,134 human samples, expanding the human MNV list to 8,199,654. Our analysis reveals that MNVs can not only lead to distinct amino acid changes from their constituent single-nucleotide variants, but also significantly impact the function of non-coding regions. Furthermore, through genome-wide association studies, we identify some MNVs associated with multiple cancers, and establish the Human MNV Database to facilitate MNV research. Our study emphasizes the importance of MNV annotation, broadens the human MNV landscape, and opens avenues for exploring genetic variation in phenotypes and diseases. This work develops MNVAnno for annotating MNVs, systematically analyzes millions of MNVs, and establishes the HumanMNVdb for genetic research.

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View paper (DOI)Open access versionOpenAlexNature CommunicationsPublished 2026-08-08

Authors: Weiwei Jin, Wen Cao, Haohui Luo, Wenqian Yang, Dongyang Wang, Xiaohong Wu, Xiaohui Niu, Jing Gong

Institutions: University of Chinese Academy of Sciences, Huazhong Agricultural University, Henan Agricultural University, Hubei University of Medicine