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全转录组范围的可变聚腺苷酸化关联研究确定了非小细胞肺癌中的易感基因。

Transcriptome-wide association study of alternative polyadenylation identifies susceptibility genes in non-small cell lung cancer.

作者信息

Xu Xiaohang, Wang Sicong, Zhou Hanyi, Tan Qilong, Lang Zeyong, Zhu Yun, Yuan Huadi, Wu Zixiang, Zhu Ling, Hu Kejia, Li Wenyuan, Zhou Dan, Wu Ming, Wu Xifeng

机构信息

Center of Clinical Big Data and Analytics of the Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.

Zhejiang Key Laboratory of Intelligent Preventive Medicine, Hangzhou, China.

出版信息

Oncogene. 2025 Apr 9. doi: 10.1038/s41388-025-03338-8.

Abstract

Alternative polyadenylation (APA) plays a crucial role in cancer development and prognosis. However, the molecular characteristics of APA related to non-small cell lung cancer (NSCLC) susceptibility remain understudied, especially in East Asian populations. In this study, we constructed an atlas of APA-regulated 3' untranslated region (3'UTR) and profiled its genetic regulation in 747 lung tissue samples (including tumors and paired normal tissues) from 417 NSCLC Chinese patients. We verified a significant global shortening of 3'UTRs in tumor samples compared to normal samples and underscored the value of APA-regulation as a prognostic marker. The 3'UTR APA quantitative trait loci (3'aQTL) was identified by regressing the percentage of distal poly(A) site usage index (PDUI) value on genetic variants. We found that a significant proportion 3'aQTLs are independent of genetic regulation of expression and are specific in Chinese. We also conducted a 3'UTR APA transcriptome-wide association study (3'aTWAS) by integrating the APA regulation atlas with a genome-wide association study (GWAS) for NSCLC involving 7035 cases and 185,413 cancer-free controls. We identified NSCLC-associated genes, highlighting TUBB, TEAD3, and PPP1R10. Combining the consistent results from colocalization analysis, differential APA analysis, and survival analysis, we provide novel evidence for the role TUBB APA regulation in NSCLC and identified potential upstream regulators. Overall, our study profiled the APA regulation and highlighted the substantial role of APA in NSCLC carcinogenesis and prognosis in East Asian populations.

摘要

可变聚腺苷酸化(Alternative polyadenylation,APA)在癌症发展和预后中起着关键作用。然而,与非小细胞肺癌(non-small cell lung cancer,NSCLC)易感性相关的APA分子特征仍未得到充分研究,尤其是在东亚人群中。在本研究中,我们构建了一个由APA调控的3'非翻译区(3' untranslated region,3'UTR)图谱,并分析了其在417例中国NSCLC患者的747个肺组织样本(包括肿瘤组织和配对的正常组织)中的基因调控情况。我们证实,与正常样本相比,肿瘤样本中3'UTR存在显著的整体缩短,并强调了APA调控作为预后标志物的价值。通过将远端聚腺苷酸化位点使用指数(Percentage of distal poly(A) site usage index,PDUI)值的百分比回归到基因变异上,确定了3'UTR APA定量性状位点(3'UTR APA quantitative trait loci,3'aQTL)。我们发现,相当一部分3'aQTL独立于表达的基因调控,且在中国人群中具有特异性。我们还通过将APA调控图谱与一项涉及7035例病例和185413例无癌对照的NSCLC全基因组关联研究(Genome-wide association study,GWAS)相结合,进行了一项3'UTR APA全转录组关联研究(3'UTR APA transcriptome-wide association study,3'aTWAS)。我们鉴定出了与NSCLC相关的基因,其中突出的有TUBB、TEAD3和PPP1R10。结合共定位分析、差异APA分析和生存分析的一致结果,我们为TUBB APA调控在NSCLC中的作用提供了新证据,并确定了潜在的上游调控因子。总体而言,我们的研究分析了APA调控情况,并强调了APA在东亚人群NSCLC致癌作用及预后中的重要作用。

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