Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China.
Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Cancer Res. 2023 May 15;83(10):1742-1756. doi: 10.1158/0008-5472.CAN-22-3184.
Alternative RNA splicing is an essential mechanism linking genetic variation to human diseases. While the signals from genome-wide association studies (GWAS) have been linked to expression quantitative trait loci (eQTL) in previous studies, further work is needed to better elucidate the relationship to other genetic regulatory mechanisms, such as splicing QTLs (sQTL). Here, we performed a genome-wide sQTL analysis to identify variants that might affect RNA splicing in 1,010 non-small cell lung cancer (NSCLC) samples from The Cancer Genome Atlas. The identified sQTLs were largely independent of eQTLs and were predominantly enriched in exonic regions, genetic regulatory elements, RNA-binding protein (RBP) binding sites, and known NSCLC risk loci. In addition, target genes affected by sQTLs (sGenes) were involved in multiple processes in cancer, including cell growth, apoptosis, metabolism, immune infiltration, and drug responses, and sGenes were frequently altered genetically in NSCLC. Systematic screening of sQTLs associated with NSCLC risk using GWAS data from 15,474 cases and 12,375 controls identified an sQTL variant rs156697-G allele that was significantly associated with an increased risk of NSCLC. The association between the rs156697-G variant and NSCLC risk was further validated in two additional large population cohorts. The risk variant promoted inclusion of GSTO2 alternative exon 5 and led to higher expression of the GSTO2 full-length isoform (GSTO2-V1) and lower expression of the truncated GSTO2 isoform (GSTO2-V2), which was induced by RBP quaking (QKI). Mechanistically, compared with GSTO2-V1, GSTO2-V2 inhibited NSCLC cells proliferation by increasing S-glutathionylation of AKT1 and thereby functionally blocking AKT1 phosphorylation and activation. Overall, this study provides a comprehensive view of splicing variants linked to NSCLC risk and provides a set of genetic targets with therapeutic potential.
Analysis of sQTL reveals the role of genetically driven mRNA splicing alterations in NSCLC risk and elucidates that rs156697 variant impacts risk by altering GSTO2 splicing.
选择性 RNA 剪接是连接遗传变异与人类疾病的重要机制。虽然之前的研究已经将全基因组关联研究 (GWAS) 的信号与表达数量性状基因座 (eQTL) 联系起来,但需要进一步的工作来更好地阐明与其他遗传调控机制(如剪接 QTL (sQTL))的关系。在这里,我们对来自癌症基因组图谱 (TCGA) 的 1010 例非小细胞肺癌 (NSCLC) 样本进行了全基因组 sQTL 分析,以鉴定可能影响 RNA 剪接的变体。鉴定出的 sQTL 很大程度上独立于 eQTL,并且主要富集在外显子区域、遗传调控元件、RNA 结合蛋白 (RBP) 结合位点和已知的 NSCLC 风险位点。此外,受 sQTL 影响的靶基因 (sGenes) 参与癌症的多个过程,包括细胞生长、凋亡、代谢、免疫浸润和药物反应,并且 sGenes 在 NSCLC 中经常发生遗传改变。使用来自 15474 例病例和 12375 例对照的 GWAS 数据对与 NSCLC 风险相关的 sQTL 进行系统筛选,鉴定出与 NSCLC 风险显著相关的 sQTL 变体 rs156697-G 等位基因。rs156697-G 变体与 NSCLC 风险之间的关联在另外两个大型人群队列中得到进一步验证。风险变体促进 GSTO2 替代外显子 5 的包含,并导致 GSTO2 全长异构体 (GSTO2-V1) 的表达升高和截短的 GSTO2 异构体 (GSTO2-V2) 的表达降低,这是由 RBP 晃动 (QKI) 诱导的。从机制上讲,与 GSTO2-V1 相比,GSTO2-V2 通过增加 AKT1 的 S-谷胱甘肽化来抑制 NSCLC 细胞增殖,从而功能上阻断 AKT1 的磷酸化和激活。总体而言,这项研究提供了与 NSCLC 风险相关的剪接变体的综合视图,并提供了一组具有治疗潜力的遗传靶标。
sQTL 分析揭示了遗传驱动的 mRNA 剪接改变在 NSCLC 风险中的作用,并阐明 rs156697 变体通过改变 GSTO2 剪接来影响风险。