Center for Supercomputing Application, Korea Institute of Science and Technology Information (KISTI), 245 Daehak-ro, Daejeon 34141, South Korea.
Center for Biomedical Computing, Korea Institute of Science and Technology Information (KISTI), 245 Daehak-ro, Daejeon 34141, South Korea.
Database (Oxford). 2024 Oct 12;2024. doi: 10.1093/database/baae111.
The development of therapeutic agents has mainly focused on designing small molecules to modulate target proteins or genes which are conventionally druggable. Therefore, targeted protein degradation (TPD) for undruggable cases has emerged as promising pharmaceutical approach. TPD, often referred PROTACs (PROteolysis TArgeting Chimeras), uses a linker to degrade target proteins by hijacking the ubiquitination system. Therefore, unravel the relationship including reversal and co-expression between E3 ligands and other possible target genes in various human tissues is essential to mitigate off-target effects of TPD. Here, we developed the atlas of E3 ligases in human tissues (ELiAH), to prioritize E3 ligase-target gene pairs for TPD. Leveraging over 2900 of RNA-seq profiles consisting of 11 human tissues from the GTEx (genotype-tissue expression) consortium, users of ELiAH can identify tissue-specific genes and E3 ligases (FDR P-value of Mann-Whitney test < .05). ELiAH unravels 933 830 relationships consisting of 614 E3 ligases and 20 924 of expressed genes considering degree of tissue specificity, which are indispensable for ubiquitination based TPD development. In addition, docking properties of those relationships are also modeled using RosettaDock. Therefore, ELiAH presents comprehensive repertoire of E3 ligases for ubiquitination-based TPD drug development avoiding off-target effects. Database URL: https://eliahdb.org.
治疗药物的开发主要集中在设计小分子来调节传统上可成药的靶蛋白或基因。因此,针对不可成药的情况,靶向蛋白降解(TPD)已成为一种很有前途的药物研发方法。TPD,通常被称为 PROTACs(蛋白水解靶向嵌合体),利用连接子通过劫持泛素化系统来降解靶蛋白。因此,阐明 E3 配体与各种人体组织中其他可能的靶基因之间的反向和共表达关系,对于减轻 TPD 的脱靶效应至关重要。在这里,我们开发了人类组织中的 E3 连接酶图谱(ELiAH),以优先考虑用于 TPD 的 E3 连接酶-靶基因对。利用来自 GTEx(基因型-组织表达)联盟的 11 个人体组织的超过 2900 个 RNA-seq 谱,ELiAH 的用户可以识别组织特异性基因和 E3 连接酶(Mann-Whitney 检验的 FDR P 值 <.05)。ELiAH 揭示了 933 830 种关系,其中包括 614 种 E3 连接酶和 20924 种表达基因,考虑到组织特异性程度,这些关系是基于泛素化的 TPD 开发所必需的。此外,还使用 RosettaDock 对这些关系的对接特性进行了建模。因此,ELiAH 为基于泛素化的 TPD 药物开发提供了全面的 E3 连接酶谱,避免了脱靶效应。数据库网址:https://eliahdb.org。