Institute of Chemical Engineering Sciences, Foundation for Research & Technology - Hellas (FORTH/ICE-HT), Patras, 26504, Greece.
Comput Biol Med. 2018 Sep 1;100:86-91. doi: 10.1016/j.compbiomed.2018.06.033. Epub 2018 Jun 28.
Increasing amounts of evidence strongly suggest that mutations located in RING (Really Interesting New Gene) domains of E3 ligases are involved in cancer development. Despite the existence of many experimentally defined E3 RING structures, there are still many RING mutations in the Catalog of Somatic Mutations in Cancer (COSMIC), with an unknown structural or functional significance, which are usually substitutions of amino acids with no conservation at the corresponding position. The core decomposition of networks has long been used in systems biology but never utilized in protein structure networks to identify a tolerant "core" to peripheral structure changes or failures, a region that is usually not easy to be determined with high accuracy through classical 3D protein structure analyses.
A new structure decomposition method that utilizes network analysis and computational thermodynamic measures of fold stability changes upon amino acids alterations is proposed.
In particular, by successively pruning the entire RING structure network of three cancer-associated E3s (BRCA1, MDM2, and cIAP2), a ''core'' for each RING domain is left. Interestingly, substitutions of ''core'' residues are associated with cancers according to COSMIC catalog. Unexpectedly, 80% of the residues located in the ''core'' RING subnetworks are non-conserved within E3 RING domains. To validate the predictions, the function of the identified RING ''core'' amino acids as well as the effects of their substitutions on E3 Ub ligase activity were mined from the literature and investigated by computational tools and in vitro Ub ligase assays.
This method could be widely applicable as a source of novel functional RING residues, non-conserved in E3s, for which substitutions could be deleterious.
越来越多的证据强烈表明,位于 E3 连接酶 RING(真正有趣的新基因)结构域的突变参与了癌症的发生。尽管已经有许多实验定义的 E3 RING 结构,但在癌症体细胞突变目录(COSMIC)中仍有许多 RING 突变,其结构或功能意义未知,这些突变通常是在没有相应位置保守性的情况下氨基酸的取代。网络的核心分解长期以来一直被用于系统生物学,但从未被用于蛋白质结构网络,以识别一个耐受的“核心”,以适应外围结构的变化或故障,这个区域通常不容易通过经典的 3D 蛋白质结构分析来高精度地确定。
提出了一种新的结构分解方法,该方法利用网络分析和计算热力学方法来测量折叠稳定性在氨基酸改变时的变化。
特别是,通过连续修剪三个癌症相关 E3(BRCA1、MDM2 和 cIAP2)的整个 RING 结构网络,为每个 RING 结构域留下了一个“核心”。有趣的是,根据 COSMIC 目录,“核心”残基的取代与癌症有关。出乎意料的是,位于“核心”RING 子网络中的 80%的残基在 E3 RING 结构域内是非保守的。为了验证这些预测,从文献中挖掘并通过计算工具和体外 Ub 连接酶测定研究了鉴定的 RING“核心”氨基酸的功能以及它们取代对 E3 Ub 连接酶活性的影响。
该方法可广泛应用于新型功能 RING 残基的研究,这些残基在 E3 中是非保守的,其取代可能是有害的。