Zhang Jinmai, Luo Huajie, Liu Hao, Ye Wei, Luo Ray, Chen Hai-Feng
State Key Laboratory of Microbial metabolism, Department of Bioinformatics and Biostatistics, College of Life Sciences and Biotechnology, Shanghai Jiaotong University, 800 Dongchuan Road, Shanghai, 200240, China.
Department of Otolaryngology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, 160 Pujian Road, Pudong New Area, Shanghai 200127, China.
Sci Rep. 2016 Apr 15;6:24587. doi: 10.1038/srep24587.
Histone modification plays a key role in gene regulation and gene expression. TRIM24 as a histone reader can recognize histone modification. However the specific recognition mechanism between TRIM24 and histone modification is unsolved. Here, systems biology method of dynamics correlation network based on molecular dynamics simulation was used to answer the question. Our network analysis shows that the dynamics correlation network of H3K23ac is distinctly different from that of wild type and other modifications. A hypothesis of "synergistic modification induced recognition" is then proposed to link histone modification and TRIM24 binding. These observations were further confirmed from community analysis of networks with mutation and network perturbation. Finally, a possible recognition pathway is also identified based on the shortest path search for H3K23ac. Significant difference of recognition pathway was found among different systems due to methylation and acetylation modifications. The analysis presented here and other studies show that the dynamic network-based analysis might be a useful general strategy to study the biology of protein post-translational modification and associated recognition.
组蛋白修饰在基因调控和基因表达中起着关键作用。TRIM24作为一种组蛋白阅读器,可以识别组蛋白修饰。然而,TRIM24与组蛋白修饰之间的具体识别机制尚未解决。在此,基于分子动力学模拟的动力学相关网络系统生物学方法被用于回答这个问题。我们的网络分析表明,H3K23ac的动力学相关网络与野生型及其他修饰的网络明显不同。然后提出了“协同修饰诱导识别”的假说,以将组蛋白修饰与TRIM24结合联系起来。通过对具有突变的网络和网络扰动的群落分析,进一步证实了这些观察结果。最后,基于对H3K23ac的最短路径搜索,还确定了一条可能的识别途径。由于甲基化和乙酰化修饰,在不同系统中发现了识别途径的显著差异。本文的分析及其他研究表明,基于动态网络的分析可能是研究蛋白质翻译后修饰生物学及相关识别的一种有用的通用策略。