Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.
Data Science Statistical Cooperation Center, Institute of Statistical Science, Academia Sinica, Taipei, Taiwan.
Int J Cancer. 2020 Apr 15;146(8):2182-2193. doi: 10.1002/ijc.32855. Epub 2020 Jan 25.
Most genome-wide association studies (GWASs) identify genetic variants for breast cancer occurrence. In contrast, few are for recurrence and mortality. We conducted a GWAS on breast cancer survival after diagnosis in estrogen receptor-positive patients, including 953 Taiwanese patients with 159 events. Through Cox proportional hazard models estimation, we identified 24 risk SNPs with p < 1 × 10 . Based on imputation and integrated analysis, one SNP, rs1024176 (located in 1q24.2, p = 2.43 × 10 ) was found to be a functional variant associated with breast cancer survival and XCL1 gene expression. A series of experimental approaches, including cell-based analyses and CRISPR/Cas9 genome-editing system, were then used and identified the transcription factor MYBL2 was able to discriminately bind to the A allele of rs1024176, the protective variant for breast cancer survival, which promoted XCL1 expression, but not to the G allele of rs1024176. The chemokine XCL1 attracts type 1 dendritic cells (DC1s) to the tumor microenvironment. In breast cancer tissues, we applied a two-step Mendelian randomization analysis, using expression quantitative trait loci as instrumental variables, to confirm higher XCL1 expression was correlated with higher DC1 signatures and favorable disease progression, through the causal effect of rs1024176-A allele. Our study supports the genetic effect on preventing breast cancer survival through XCL1-induced DC1 recruitment in tumor microenvironment.
大多数全基因组关联研究(GWAS)可识别乳腺癌发生的遗传变异。相比之下,针对复发和死亡率的研究较少。我们对雌激素受体阳性患者乳腺癌诊断后的生存情况进行了 GWAS,包括 953 名台湾患者的 159 例事件。通过 Cox 比例风险模型估计,我们确定了 24 个风险 SNP,p < 1×10 。基于 imputation 和综合分析,一个 SNP,rs1024176(位于 1q24.2,p = 2.43×10 )被发现是与乳腺癌生存和 XCL1 基因表达相关的功能变体。然后使用一系列实验方法,包括基于细胞的分析和 CRISPR/Cas9 基因组编辑系统,鉴定出转录因子 MYBL2 能够特异性结合 rs1024176 的 A 等位基因,该等位基因为乳腺癌生存的保护性变体,可促进 XCL1 表达,但不能结合 rs1024176 的 G 等位基因。趋化因子 XCL1 吸引 1 型树突状细胞(DC1)到肿瘤微环境中。在乳腺癌组织中,我们应用两步孟德尔随机化分析,使用表达数量性状基因座作为工具变量,通过 rs1024176-A 等位基因的因果效应,确认较高的 XCL1 表达与较高的 DC1 特征和有利的疾病进展相关。我们的研究支持通过 XCL1 诱导肿瘤微环境中的 DC1 募集来预防乳腺癌生存的遗传效应。