Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane 4059, Australia.
Translational Research Institute, Queensland University of Technology, Brisbane 4102, Australia.
Int J Mol Sci. 2022 Oct 17;23(20):12406. doi: 10.3390/ijms232012406.
Single nucleotide polymorphisms (SNPs) impacting the alternative splicing (AS) process (sQTLs) or isoform expression (iso-eQTL) are implicated as important cancer regulatory elements. To find the sQTL and iso-eQTL, we retrieved prostate cancer (PrCa) tissue RNA-seq and genotype data originating from 385 PrCa European patients from The Cancer Genome Atlas. We conducted RNA-seq analysis with isoform-based and splice event-based approaches. The MatrixEQTL was used to identify PrCa-associated sQTLs and iso-eQTLs. The overlap between sQTL and iso-eQTL with GWAS loci and those that are differentially expressed between cancer and normal tissue were identified. The cis-acting associations (FDR < 0.05) for PrCa-risk SNPs identified 42, 123, and 90 PrCa-associated cassette exons, intron retention, and mRNA isoforms belonging to 25, 95, and 83 genes, respectively; while assessment of trans-acting association (FDR < 0.05) yielded 59, 65, and 196 PrCa-associated cassette exons, intron retention and mRNA isoforms belonging to 35, 55, and 181 genes, respectively. The results suggest that functional PrCa-associated SNPs can play a role in PrCa genesis by making an important contribution to the dysregulation of AS and, consequently, impacting the expression of the mRNA isoforms.
单核苷酸多态性(SNPs)影响可变剪接(AS)过程(sQTLs)或异构体表达(iso-eQTL),被认为是重要的癌症调控元件。为了找到 sQTL 和 iso-eQTL,我们检索了来自 385 名欧洲前列腺癌(PrCa)患者的组织 RNA-seq 和基因型数据,这些数据来自癌症基因组图谱(The Cancer Genome Atlas)。我们使用基于异构体和剪接事件的方法进行了 RNA-seq 分析。使用 MatrixEQTL 鉴定了与前列腺癌相关的 sQTL 和 iso-eQTL。确定了 sQTL 和 iso-eQTL 与 GWAS 位点之间的重叠,以及在癌症组织和正常组织之间表达差异的那些。 cis 作用关联(FDR < 0.05)鉴定了 42、123 和 90 个与前列腺癌风险相关的 SNP 相关的剪接外显子、内含子保留和 mRNA 异构体,分别属于 25、95 和 83 个基因;而评估的 trans 作用关联(FDR < 0.05)产生了 59、65 和 196 个与前列腺癌相关的剪接外显子、内含子保留和 mRNA 异构体,分别属于 35、55 和 181 个基因。结果表明,功能性与前列腺癌相关的 SNPs 可以通过对 AS 的失调产生重要影响,从而对 mRNA 异构体的表达产生影响,从而在前列腺癌的发生中发挥作用。