Karakulak Tülay, Zajac Natalia, Bolck Hella Anna, Bratus-Neuenschwander Anna, Zhang Qin, Qi Weihong, Basu Debleena, Oltra Tamara Carrasco, Rehrauer Hubert, von Mering Christian, Moch Holger, Kahraman Abdullah
Department of Molecular Life Sciences, University of Zurich, 8057 Zurich, Switzerland.
Department of Pathology and Molecular Pathology, University of Zurich and University Hospital Zurich, 8091 Zurich, Switzerland.
Genome Res. 2025 Apr 14;35(4):698-711. doi: 10.1101/gr.279345.124.
Splicing is often dysregulated in cancer, leading to alterations in the expression of canonical and alternatively spliced isoforms. We used the multiplexed arrays sequencing (MAS-seq) protocol of PacBio to sequence full-length transcripts in patient-derived organoid (PDO) cells of clear cell renal cell carcinoma (ccRCC). The sequencing revealed a heterogeneous dysregulation of splicing across 2599 single ccRCC cells. The majority of novel transcripts could be removed with stringent filtering criteria. The remaining 31,531 transcripts (36.6% of the 86,182 detected transcripts on average) were previously uncharacterized. In contrast to known transcripts, many of the novel transcripts have cell-specific expression. Novel transcripts common to ccRCC cells belong to genes involved in ccRCC-related pathways, such as hypoxia and oxidative phosphorylation. A novel transcript of the ccRCC-related gene nicotinamide N-methyltransferase is validated using PCR. Moreover, >50% of novel transcripts possess a predicted complete protein-coding open reading frame. An analysis of the most dominant transcript-switching events between ccRCC and non-ccRCC cells shows many switching events that are cell- and sample-specific, underscoring the heterogeneity of alternative splicing events in ccRCC. Overall, our study elucidates the intricate transcriptomic architecture of ccRCC, underlying its aggressive phenotype and providing insights into its molecular complexity.
剪接在癌症中常常失调,导致经典剪接异构体和可变剪接异构体的表达发生改变。我们使用PacBio的多重阵列测序(MAS-seq)方案对透明细胞肾细胞癌(ccRCC)患者来源的类器官(PDO)细胞中的全长转录本进行测序。测序揭示了2599个单个ccRCC细胞中剪接的异质性失调。大多数新转录本可以通过严格的筛选标准去除。其余31,531个转录本(平均占检测到的86,182个转录本的36.6%)以前未被表征。与已知转录本不同,许多新转录本具有细胞特异性表达。ccRCC细胞共有的新转录本属于参与ccRCC相关途径的基因,如缺氧和氧化磷酸化。使用PCR验证了ccRCC相关基因烟酰胺N-甲基转移酶的一个新转录本。此外,超过50%的新转录本具有预测的完整蛋白质编码开放阅读框。对ccRCC细胞和非ccRCC细胞之间最主要的转录本切换事件的分析表明,许多切换事件是细胞和样本特异性的,突出了ccRCC中可变剪接事件的异质性。总体而言,我们的研究阐明了ccRCC复杂的转录组结构,揭示了其侵袭性表型的基础,并为其分子复杂性提供了见解。