PO.BCS01.04 · 生物信息与计算
PRMT5 抑制的多组学表征识别出 MTAP 缺失癌症中联合治疗的脆弱性
Multi-omics characterization of PRMT5 inhibition identifies vulnerabilities for combination therapy in MTAP-deleted cancers
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
9 号染色体 9p21 上 CDKN2A 的纯合缺失是癌症中最常见的基因组缺失,且常延伸至相邻的 MTAP 基因。这种共缺失发生在约 10% 的肿瘤中(美国每年超过 200,000 例),并在胶质母细胞瘤(GBM)、恶性外周神经鞘瘤(MPNST)、胰腺导管腺癌(PDAC)和非小细胞肺癌(NSCLC)等侵袭性恶性肿瘤中尤为富集。在这些肿瘤中,MTAP 缺失导致其底物甲硫腺苷(MTA)在细胞内积累,MTA 通过在活性位点与甲基供体 S-腺苷甲硫氨酸(SAM)竞争,部分抑制蛋白质精氨酸甲基转移酶 5(PRMT5),从而降低其对精氨酸残基进行对称双甲基化(SDMA)的能力。这造成了对残余 PRMT5 活性的合成致死性依赖,并推动了 MTA 协同型 PRMT5 抑制剂的开发,这些抑制剂在临床前显示出令人鼓舞的活性,并在晚期难治性人群的早期临床试验中表现出 21-29% 的单药缓解率。因此,我们假设界定 PRMT5 抑制的分子后果可以指导患者分层,并为能够增强疗效和预防耐药的合理联合策略提供依据。为验证这一点,我们在 MTAP 缺失的 NSCLC、GBM 和 PDAC 模型中进行了多组学分析,包括短读长和长读长转录组学以及全细胞蛋白质组质谱,将这些数据与内部及公开可用数据集整合,以界定 PRMT5 依赖性甲基化事件及其下游分子后果。转录组和蛋白质组分析揭示,PRMT5 抑制后各模型中存在强烈且一致的通路水平改变,包括 MAPK 信号的激活,这是一种经验证在体外和体内均与 PRMT5 抑制剂产生协同作用的代偿程序。在八项不同的 PRMT5 甲基化富集质谱研究中,我们识别出 180 种 PRMT5 底物,主要富集于参与 RNA 代谢和 pre-mRNA 剪接的蛋白质,包括剪接体中多个 snRNP 相关组分。因此,我们检查了 PRMT5 抑制对剪接的影响,观察到内含子保留广泛增加、外显子跳跃减少,且各模型中剪接改变富集于参与 DNA 损伤修复的转录本。总体而言,本研究提供了 PRMT5 的全面底物图谱,并表征了在 MTAP 缺失的 GBM、NSCLC 和 PDAC 模型中其抑制后所激活的转录、蛋白质组和剪接程序。这些发现凸显了通路和剪接相关的脆弱性可作为合理联合策略的靶点,并建立了一个机制框架以指导生物标志物开发和未来的治疗探索。
查看英文原文 English abstract
Homozygous deletion of CDKN2A on chromosome 9p21 is the most frequent genomic loss in cancer and often extends into the adjacent MTAP gene. This co-deletion occurs in ~10% of tumors (>200,000 cases annually in the U.S) and is particularly enriched in aggressive malignancies such as glioblastoma (GBM), malignant peripheral nerve sheath tumors (MPNST), pancreatic ductal adenocarcinoma (PDAC), and non-small cell lung cancer (NSCLC). In these tumors, MTAP loss leads to intracellular accumulation of its substrate methylthioadenosine (MTA), which partially inhibits protein arginine methyltransferase 5 (PRMT5) by competing with its methyl donor S-adenosyl-methionine (SAM) at the active site, reducing its ability to symmetrically dimethylate arginine residues (SDMA). This creates a synthetic-lethal dependence on residual PRMT5 activity and has driven the development of MTA-cooperative PRMT5 inhibitors, which show encouraging preclinical activity and single-agent response rates of 21-29% in early clinical trials in the advanced, refractory setting. We therefore hypothesized that defining the molecular consequences of PRMT5 inhibition could guide patient stratification and inform rational combination strategies capable of enhancing therapeutic efficacy and preventing resistance. To test this, we performed multi-omics profiling, including short- and long-read transcriptomics and whole-cell proteome mass spectrometry, across MTAP-deleted NSCLC, GBM, and PDAC models, integrating these data with in-house and publicly available datasets to define PRMT5-dependent methyl events and their downstream molecular consequences. Transcriptomic and proteomic analyses revealed strong and consistent pathway-level alterations across models following PRMT5 inhibition, including activation of MAPK signaling, a compensatory program validated to synergize with PRMT5 inhibitors in vitro and in vivo. Across eight distinct PRMT5 methyl-enrichment mass spectrometry studies, we identified 180 PRMT5 substrates enriched mainly for proteins involved in RNA metabolism and pre-mRNA splicing, including multiple snRNP-associated components of the spliceosome. We therefore examined the splicing consequences of PRMT5 inhibition and observed widespread increases in intron retention and reductions in exon skipping, with enrichment of splicing alterations in transcripts involved in DNA damage repair across models. Overall, this study provides a comprehensive substrate map of PRMT5 and characterizes the transcriptional, proteomic, and splicing programs activated upon its inhibition across MTAP-deleted GBM, NSCLC, and PDAC models. These findings highlight pathway and splicing-associated vulnerabilities as targets for rational combination strategies and establish a mechanistic framework to guide biomarker development and future therapeutic exploration.
利益披露 Disclosure
E. Destefanis, None..
B. Bordas, None..
J. C. Martinez, None..
S. Sayedyahossein, None..
S. Moffitt, None..
E. M. Erhumuoghene, None..
D. Dominguez, None..
K. M. Mulvaney, None.