AlphaFold-guided structural analyses of nucleosome binding proteins

The nucleosome, as the fundamental unit of chromatin, interacts with a diverse range of proteins, crucially regulating gene expression. In this study, we introduce an AlphaFold-based algorithm designed to analyze nucleosome-binding proteins from a dataset of over 7600 human nuclear proteins. Using proteins that interact with the nucleosome acidic patch as a benchmark, our screening achieves a successful prediction rate of 77% (23 out of 30 proteins). This predictive approach has led to the identification of ARID4A and ARID4B as novel nucleosome-binding proteins. Additionally, this analytical method was used to study RING-family ubiquitin E3 ligase RNF168, demonstrating that RNF168 dimerization enhances its binding to the nucleosome, a finding confirmed by cryogenic-electron microscopy structural analysis. Our findings offer a rapid and effective method for the discovery and characterization of nucleosome-binding proteins and emphasize the significant role of ubiquitin E3 ligase dimerization in epigenetic regulation.

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Publication Details

Journal
Nucleic Acids Research
Published
2025-07-19
DOI
https://doi.org/10.1093/nar/gkaf735
Citations
7
Primary Topic
Genomics and Chromatin Dynamics
Type
article
Field-Weighted Citation Impact
5.64

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article

AlphaFold-guided structural analyses of nucleosome binding proteins

Shunmin He, Shan Shan, Tingrui Song, Zheng Zhou et al.
7 citations
Nucleic Acids Research
Genomics and Chromatin Dynamics
5.64
article

AlphaFold-guided structural analyses of nucleosome binding proteins

Shunmin He, Shan Shan, Tingrui Song, Zheng Zhou, Liuxin Shi, Chunfu Xu, Weibin Gong, Haoqiang Zhu, Xin Yang
article en
7 citations

Abstract

The nucleosome, as the fundamental unit of chromatin, interacts with a diverse range of proteins, crucially regulating gene expression. In this study, we introduce an AlphaFold-based algorithm designed to analyze nucleosome-binding proteins from a dataset of over 7600 human nuclear proteins. Using proteins that interact with the nucleosome acidic patch as a benchmark, our screening achieves a successful prediction rate of 77% (23 out of 30 proteins). This predictive approach has led to the identification of ARID4A and ARID4B as novel nucleosome-binding proteins. Additionally, this analytical method was used to study RING-family ubiquitin E3 ligase RNF168, demonstrating that RNF168 dimerization enhances its binding to the nucleosome, a finding confirmed by cryogenic-electron microscopy structural analysis. Our findings offer a rapid and effective method for the discovery and characterization of nucleosome-binding proteins and emphasize the significant role of ubiquitin E3 ligase dimerization in epigenetic regulation.

Nucleic Acids ResearchVol. 53(14)
Chinese Academy of Sciences (CN), National Institute of Biological Sciences, Beijing (CN), Institute of Biophysics (CN), University of Chinese Academy of Sciences (CN), Tsinghua University (CN)
National Natural Science Foundation of China, Chinese Academy of Sciences
Openalex Percentile: Top 4%
Genomics and Chromatin Dynamics
5.64
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AlphaFold-guided structural analyses of nucleosome binding proteins — Shunmin He, Shan Shan, et al. · Nucleic Acids Research (2025) | TGRS Research Map | TGRS