PO.BCS01.02 · 生物信息与计算

单细胞长读长转录组学揭示罕见腹膜假黏液瘤疾病的以异构体为中心的分子特征

Single-cell long-read transcriptomics reveals isoform centric molecular features of rare pseudomyxoma peritonei disease

海报缩略图:单细胞长读长转录组学揭示罕见腹膜假黏液瘤疾病的以异构体为中心的分子特征
编号 1407 展板 1 时间 4/20 09:00–12:00 区域 Section 3 主讲 Kyungtae Lee, BS;PhD
分会场 Application of Bioinformatics to Cancer Biology 2
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作者与单位 Authors & Affiliations

Kyungtae Lee1, Anuja Sathe2, Raegan Wood2, Dongin Lee2, Billy Lau3, Hanlee P. Ji4

1Oncology, Stanford University School of Medicine, Stanford, CA,2Stanford University School of Medicine, Stanford, CA,3Biochemistry, Stanford University School of Medicine, Palo Alto, CA,4Stanford University, Stanford, CA

摘要 Abstract

中文摘要
腹膜假黏液瘤是一种罕见的产黏液癌症,最常起源于阑尾黏液性肿瘤。以往对该肿瘤转录组和基因组改变的研究集中于基因水平的变化,忽视了由可变剪接和等位基因特异性表达所致的差异性异构体使用的影响。在本研究中,我们对来自5名不同疾病阶段肿瘤患者的10份活检样本进行了单细胞长读长测序。单细胞分析描绘了各个细胞类型,长读长测序揭示了mRNA转录本从其5'转录起始位点到3' polyA尾的序列——为疾病和细胞类型特异性RNA转录本结构及变化提供了见解。在单细胞结果中,我们共鉴定出35,095个表达基因和130,272个转录本,其中包括50,330个新型转录本。基于所鉴定的基因和异构体谱系,源自阑尾黏液性肿瘤的上皮细胞显示出与杯状细胞分化、细胞增殖和黏液产生相关的基因和异构体的上调。此外,我们在肿瘤上皮细胞内鉴定出与蛋白质降解和细胞转运相关基因中的可变RNA可变剪接。我们正在进行的研究聚焦于在等位基因特异性异构体水平上发现相位化的体细胞突变,并揭示在肿瘤上皮细胞中表达的RNA剪接衍生的新抗原。这些工作可能揭示该肿瘤的新型致癌驱动因素和潜在治疗靶点。
查看英文原文 English abstract
Pseudomyxoma peritonei is a rare mucin-producing cancer, most often arising from appendiceal mucinous neoplasm. In the past, investigations into transcriptomic and genomic alterations in this tumor have concentrated on gene-level changes, neglecting the impact of differential isoform usages resulting from alternative splicing and allele specific expression. In this study, we conducted single-cell long-read sequencing on 10 biopsies from 5 tumor patients at various stages of disease. Single cell analysis delineated the individual cell types and long read sequencing revealed the sequence of mRNA transcripts from its 5' transcript start sites to 3' polyA- tail - providing insights into disease and cell type specific RNA transcript structures and changes. Across the single cell results, we identified a total of 35,095 expressed genes and 130,272 transcripts, including 50,330 novel transcripts. Based on the identified gene and isoform repertoire, epithelial cells derived from appendiceal mucinous neoplasm showed an upregulation of genes and isoforms linked to goblet cell differentiation, cell proliferation, and mucin production. Furthermore, we identified alternative RNA alternative splicing in genes related to protein degradation and cellular transport within tumor epithelial cells. Our ongoing research focuses on discovering phased somatic mutations at the allele-specific isoform level and uncovering RNA splicing-derived neoantigens expressed in tumor epithelial cells. These efforts may reveal novel oncogenic drivers and potential therapeutic targets for this tumor.
利益披露 Disclosure
K. Lee, None.

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