Xie Wanling, Stopsack Konrad H, Drouin Sarah J, Fu Henry, Pomerantz Mark M, Mucci Lorelei A, Lee Gwo-Shu M, Kantoff Philip W
Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
Prostate. 2019 Jan;79(1):73-80. doi: 10.1002/pros.23712. Epub 2018 Aug 23.
We previously identified a blood RNA transcript-based model consisting of six immune or inflammatory response genes (ABL2, SEMA4D, ITGAL, C1QA, TIMP1, and CDKN1A) that was prognostic for survival in cohorts of men with castration-resistant prostate cancer (CRPC). We investigated whether inherited variation in these six genes was associated with overall survival (OS) in men with CRPC.
The test cohort comprised 600 patients diagnosed with CRPC between 1996 and 2011 at Dana-Farber Cancer Institute. Genotyping of 66 tagging single nucleotide polymorphisms (SNPs) spanning the six genes was performed on blood derived DNAs. For the top four SNPs (P < 0.05), validation was conducted in an independent cohort of 223 men diagnosed with CRPC between 2000 and 2014. Multivariable Cox regression adjusting for known prognostic factors estimated hazard ratios (HR) and 95% confidence intervals (CI) of the association of genetic variants with OS.
Two thirds of patients in both cohorts had metastases at CRPC diagnosis. Median OS from CRPC diagnosis was 3.6 (95%CI 3.3-4.0) years in the test cohort and 4.6 (95%CI 3.8-5.2) years in the validation cohort. Fifty-nine SNPs in Hardy-Weinberg equilibrium were analyzed. The major alleles of rs1318056 and rs1490311 in ABL2, and the minor alleles of rs2073917 and rs3764322 in ITGAL were associated with increased risk of death in the test cohort (adjusted-HRs 1.27-1.39; adjusted-p <0.05; false discovery rate <0.35). In the validation cohort, a similar association with OS was observed for rs1318056 in ABL2 (adjusted-HR 1.44; 95%CI 0.89-2.34) and rs2073917 in ITGAL (adjusted-HR 1.41; 95%CI 0.82-2.42). The associations did not reach statistical significance most likely due to the small sample size of the validation cohort (adjusted-p = 0.142 and 0.209, respectively). Additional eQTL analysis indicated that minor alleles of rs1318056 and rs1490311 in ABL2 are associated with a lower ABL2 expression in blood.
These findings corroborate our initial work on the RNA expression of genes involved in immunity and inflammation from blood and clinical outcome and suggest that germline polymorphisms in ABL2 and ITGAL may be associated with the risk of death in men with CRPC. Further studies are needed to validate these findings and to explore their functional mechanisms.
我们之前鉴定出一个基于血液RNA转录本的模型,该模型由六个免疫或炎症反应基因(ABL2、SEMA4D、ITGAL、C1QA、TIMP1和CDKN1A)组成,对去势抵抗性前列腺癌(CRPC)男性队列的生存具有预后价值。我们研究了这六个基因的遗传变异是否与CRPC男性的总生存期(OS)相关。
测试队列包括1996年至2011年期间在达纳-法伯癌症研究所诊断为CRPC的600例患者。对来自血液的DNA进行跨越这六个基因的66个标签单核苷酸多态性(SNP)的基因分型。对于前四个SNP(P<0.05),在2000年至2014年期间诊断为CRPC的223名男性的独立队列中进行验证。对已知预后因素进行多变量Cox回归,估计基因变异与OS关联的风险比(HR)和95%置信区间(CI)。
两个队列中三分之二的患者在CRPC诊断时已有转移。测试队列中从CRPC诊断开始的中位OS为3.6(95%CI 3.3 - 4.0)年,验证队列中为4.6(95%CI 3.8 - 5.2)年。分析了处于哈迪-温伯格平衡的59个SNP。ABL2中rs1318056和rs1490311的主要等位基因,以及ITGAL中rs2073917和rs3764322的次要等位基因与测试队列中死亡风险增加相关(调整后HR 1.27 - 1.39;调整后p<0.05;错误发现率<0.35)。在验证队列中,观察到ABL2中的rs1318056(调整后HR 1.44;95%CI 0.89 - 2.34)和ITGAL中的rs2073917(调整后HR 1.41;95%CI 0.82 - 2.42)与OS有类似关联。这些关联最有可能由于验证队列样本量小而未达到统计学显著性(调整后p分别为0.142和0.209)。额外的表达定量性状位点(eQTL)分析表明,ABL2中rs1318056和rs1490311的次要等位基因与血液中ABL2表达较低相关。
这些发现证实了我们最初关于血液中参与免疫和炎症的基因的RNA表达与临床结局的研究工作,并表明ABL2和ITGAL中的种系多态性可能与CRPC男性的死亡风险相关。需要进一步研究来验证这些发现并探索其功能机制。