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DegronMD:利用进化和结构特征来破译靶向蛋白降解、突变和 Degron 药物反应

DegronMD: Leveraging Evolutionary and Structural Features for Deciphering Protein-Targeted Degradation, Mutations, and Drug Response to Degrons.

机构信息

Department of Orthopaedics, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, China.

Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.

出版信息

Mol Biol Evol. 2023 Dec 1;40(12). doi: 10.1093/molbev/msad253.

Abstract

Protein-targeted degradation is an emerging and promising therapeutic approach. The specificity of degradation and the maintenance of cellular homeostasis are determined by the interactions between E3 ubiquitin ligase and degradation signals, known as degrons. The human genome encodes over 600 E3 ligases; however, only a small number of targeted degron instances have been identified so far. In this study, we introduced DegronMD, an open knowledgebase designed for the investigation of degrons, their associated dysfunctional events, and drug responses. We revealed that degrons are evolutionarily conserved and tend to occur near the sites of protein translational modifications, particularly in the regions of disordered structure and higher solvent accessibility. Through pattern recognition and machine learning techniques, we constructed the degrome landscape across the human proteome, yielding over 18,000 new degrons for targeted protein degradation. Furthermore, dysfunction of degrons disrupts the degradation process and leads to the abnormal accumulation of proteins; this process is associated with various types of human cancers. Based on the estimated phenotypic changes induced by somatic mutations, we systematically quantified and assessed the impact of mutations on degron function in pan-cancers; these results helped to build a global mutational map on human degrome, including 89,318 actionable mutations that may induce the dysfunction of degrons and disrupt protein degradation pathways. Multiomics integrative analysis unveiled over 400 drug resistance events associated with the mutations in functional degrons. DegronMD, accessible at https://bioinfo.uth.edu/degronmd, is a useful resource to explore the biological mechanisms, infer protein degradation, and assist with drug discovery and design on degrons.

摘要

蛋白质靶向降解是一种新兴且有前景的治疗方法。降解的特异性和细胞内稳态的维持取决于 E3 泛素连接酶与降解信号(称为 degrons)之间的相互作用。人类基因组编码了超过 600 种 E3 连接酶;然而,到目前为止,只鉴定出了少数靶向 degron 实例。在这项研究中,我们引入了 DegronMD,这是一个专为研究 degrons、它们相关的功能障碍事件和药物反应而设计的开放知识库。我们揭示了 degrons 在进化上是保守的,并且往往发生在蛋白质翻译修饰的位点附近,特别是在无序结构和更高溶剂可及性的区域。通过模式识别和机器学习技术,我们构建了人类蛋白质组中的 degrome 景观,产生了超过 18000 个新的靶向蛋白质降解 degrons。此外,degrons 的功能障碍会破坏降解过程并导致蛋白质异常积累;这个过程与各种类型的人类癌症有关。基于体细胞突变引起的表型变化估计,我们系统地量化和评估了突变对泛癌中 degron 功能的影响;这些结果有助于构建人类 degrome 的全局突变图谱,包括 89318 个可能导致 degrons 功能障碍和破坏蛋白质降解途径的可操作突变。多组学综合分析揭示了与功能性 degrons 突变相关的 400 多个耐药事件。DegronMD 可在 https://bioinfo.uth.edu/degronmd 上访问,是探索生物学机制、推断蛋白质降解以及协助 degrons 药物发现和设计的有用资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bda9/10701100/1b314ecd0e2f/msad253f1.jpg

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