Abstract 6054: UPPGRADER: a bioinformatics-based novel E3 ligase discovery platform

生物信息学 泛素连接酶 DNA连接酶 计算生物学 生物 遗传学 泛素 DNA 基因
作者
Kyungsik Ha,Woojeung Song,Woochang Choi,Gi Bbeum Lee,Soohee Ryu,Jun Kyu Lee,Hwa-Jin Lee
出处
期刊:Cancer Research [American Association for Cancer Research]
卷期号:84 (6_Supplement): 6054-6054
标识
DOI:10.1158/1538-7445.am2024-6054
摘要

Abstract In Target Protein Degradation (TPD) field, conventional E3 ligases utilized in the clinic are limited to CRBN and VHL, which opens the need for exploration of novel E3 ligases for the advancement of TPD. To address this, we have developed a proprietary platform, UPPGRADER, for systematic discovery of novel E3 ligases based on -omics data including single cell RNA sequencing (scRNA-seq) and whole genome sequencing (WGS), in conjunction with proteomics data and bioinformatics tools.UPPGRADER enables systematic analyses on alterations occurred in all genomic areas including E3 ligase genes and potential target genes. For example, analyzing Pan-Cancer Analysis of Whole Genomes (PCAWG) data identified amino acid changes into Cysteine or Lysine, which can be targeted by covalent binders with cancer specificity. Through such analysis, we discovered several novel E3 ligases, including but not limited to FBXW7, with the categorization of the findings based on specific cancer types.At the single cell expression level, UPPGRADER provides the capability to assess gene expression levels of E3 ligases and target proteins by proprietary measurements based on gene detection rate. This system also allows assessment of E3 ligase-Target gene co-expression per single cell. In colorectal cancer, UPPGRADER has shown that the co-expression of E3 ligase FBXW7 and well-known colorectal cancer target (KRAS) increases from 1% (4 out of 334) in normal epithelial cells to 17% (2,967 out of 17,458) in cancerous epithelial cells, highlighting a significant change in their simultaneous expression patterns during cancer progression.UPPGRADER also identified E3 ligase X which showed high co-expression level with KRAS gene alongside universal expression properties and high cancer cell dependencies. For E3 ligase X, we developed novel small molecule binders (nM binding affinity) with bioavailability > 20% in animal pharmacokinetics. Bifunctional degraders utilizing these binders displayed BRD4 degradation in more than 20 cell lines with double to triple digit nM DC50 and DC90 values. Other targets (AURKA, CRBN and others) were potently degraded with anticipated mechanism of action (assessed by E3 ligase KO cell line and proteasomal inhibitors).To conclude, UPPGRADER is a comprehensive bioinformatics tool for discovering novel E3 ligases with biological validations. Through recent explosion of scRNA-seq and WGS datasets in different diseases and mechanism-based identification of additional molecular targets, UPPGRADER is poised to advance the field of TPD. Citation Format: Kyungsik Ha, Woojeung Song, Woochang Choi, Gi Bbeum Lee, Soohee Ryu, Jun Kyu Lee, Hwajin Lee. UPPGRADER: a bioinformatics-based novel E3 ligase discovery platform [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 6054.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
vergil完成签到,获得积分10
1秒前
一川烟雨完成签到,获得积分10
1秒前
遇简完成签到,获得积分10
1秒前
2秒前
3秒前
我行我素发布了新的文献求助10
3秒前
3秒前
3秒前
3秒前
ark861023发布了新的文献求助10
3秒前
POPO完成签到 ,获得积分10
3秒前
无情的函完成签到,获得积分20
3秒前
4秒前
怡然雁凡完成签到,获得积分10
4秒前
火龙果发布了新的文献求助10
4秒前
泽泽完成签到,获得积分10
4秒前
未来完成签到,获得积分10
4秒前
鲸鲸发布了新的文献求助30
5秒前
5秒前
supertkeb完成签到,获得积分10
5秒前
羲和完成签到,获得积分10
5秒前
6秒前
Lucas应助刘岩松采纳,获得10
6秒前
6秒前
7秒前
xiaofan完成签到,获得积分20
7秒前
宋二庆完成签到,获得积分10
7秒前
7秒前
咸鱼好忙发布了新的文献求助30
8秒前
无情的函发布了新的文献求助10
8秒前
小巧吐司发布了新的文献求助10
8秒前
小王完成签到,获得积分10
8秒前
咖啡豆完成签到,获得积分10
8秒前
小吴完成签到,获得积分10
9秒前
潦草小狗完成签到,获得积分10
9秒前
9秒前
10秒前
神勇雨双完成签到,获得积分10
10秒前
10秒前
阿玉发布了新的文献求助10
10秒前
高分求助中
A new approach to the extrapolation of accelerated life test data 1000
‘Unruly’ Children: Historical Fieldnotes and Learning Morality in a Taiwan Village (New Departures in Anthropology) 400
Indomethacinのヒトにおける経皮吸収 400
Phylogenetic study of the order Polydesmida (Myriapoda: Diplopoda) 370
基于可调谐半导体激光吸收光谱技术泄漏气体检测系统的研究 350
Robot-supported joining of reinforcement textiles with one-sided sewing heads 320
Aktuelle Entwicklungen in der linguistischen Forschung 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3986829
求助须知:如何正确求助?哪些是违规求助? 3529292
关于积分的说明 11244137
捐赠科研通 3267685
什么是DOI,文献DOI怎么找? 1803843
邀请新用户注册赠送积分活动 881223
科研通“疑难数据库(出版商)”最低求助积分说明 808600