Vidium Animal Health, A Subsidiary of The Translational Genomics Research Institute (TGen), Scottsdale, Arizona, USA.
STATBEYOND Consulting LLC, Irvine, California, USA.
J Vet Intern Med. 2023 Nov-Dec;37(6):2410-2421. doi: 10.1111/jvim.16893. Epub 2023 Oct 6.
Growing evidence from dogs and humans supports the abundance of mutation-based biomarkers in tumors of dogs. Increasing the use of clinical genomic diagnostic testing now provides another powerful data source for biomarker discovery.
Analyzed clinical outcomes in dogs with cancer profiled using SearchLight DNA, a cancer gene panel for dogs, to identify mutations with prognostic value.
A total of 127 cases of cancer in dogs were analyzed using SearchLight DNA and for which clinical outcome information was available.
Clinical data points were collected by medical record review. Variables including mutated genes, mutations, signalment, and treatment were fitted using Cox proportional hazard models to identify factors associated with progression-free survival (PFS). The log-rank test was used to compare PFS between patients receiving and not receiving targeted treatment before first progression.
Combined genomic and outcomes analysis identified 336 unique mutations in 89 genes across 26 cancer types. Mutations in 6 genes (CCND1, CCND3, SMARCB1, FANCG, CDKN2A/B, and MSH6) were significantly associated with shorter PFS. Dogs that received targeted treatment before first progression (n = 45) experienced significantly longer PFS compared with those that did not (n = 82, P = .01). This significance held true for 29 dogs that received genomically informed targeted treatment compared with those that did not (P = .05).
We identified novel mutations with prognostic value and demonstrate the benefit of targeted treatment across multiple cancer types. These results provide clinical evidence of the potential for genomics and precision medicine in dogs with cancer.
越来越多来自犬类和人类的证据支持犬类肿瘤中存在大量基于突变的生物标志物。现在越来越多的临床基因组诊断测试的应用为生物标志物的发现提供了另一个强大的数据来源。
分析使用 SearchLight DNA 对癌症进行基因谱分析的患有癌症的犬的临床结果,以确定具有预后价值的突变。
总共分析了 127 例患有癌症的犬,这些犬使用 SearchLight DNA 进行了分析,并且可以获得临床结果信息。
通过病历回顾收集临床数据点。使用 Cox 比例风险模型拟合变量,包括突变基因、突变、特征和治疗,以确定与无进展生存期(PFS)相关的因素。对数秩检验用于比较首次进展前接受和未接受靶向治疗的患者之间的 PFS。
综合基因组和结果分析在 26 种癌症类型的 89 个基因中鉴定出 336 个独特的突变。6 个基因(CCND1、CCND3、SMARCB1、FANCG、CDKN2A/B 和 MSH6)中的突变与较短的 PFS 显著相关。与未接受靶向治疗的患者(n=82)相比,在首次进展前接受靶向治疗的患者(n=45)的 PFS 显著延长(P=0.01)。与未接受基于基因组信息的靶向治疗的患者相比(P=0.05),29 只接受过此类治疗的犬的 PFS 延长具有显著意义。
我们鉴定了具有预后价值的新突变,并证明了针对多种癌症类型的靶向治疗的益处。这些结果为犬类癌症中基因组学和精准医学的潜力提供了临床证据。