Preston Robert Tisch Brain Tumor Center, Department of Neurosurgery, Duke University, Durham, NC, USA; Division of Pediatric Hematology/Oncology, Duke University Medical Center, Durham, NC, USA.
Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN, USA; Division of Epidemiology and Clinical Research, Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA; Division of Pediatric Hematology/Oncology, Duke University Medical Center, Durham, NC, USA.
Cancer Epidemiol. 2024 Oct;92:102599. doi: 10.1016/j.canep.2024.102599. Epub 2024 Jun 12.
Canine and human osteosarcoma are similar in clinical presentation and tumor genomics. Giant breed dogs experience elevated osteosarcoma incidence, and taller stature remains a consistent risk factor for human osteosarcoma. Whether evolutionarily conserved genes contribute to both human and canine osteosarcoma predisposition merits evaluation.
A multi-center sample of childhood osteosarcoma patients and controls underwent genome-wide genotyping and imputation. Ancestry-adjusted SNP associations were calculated within each dataset using logistic regression, then meta-analyzed across the three datasets, totaling 1091 patients and 3026 controls. Ten regions previously associated with canine osteosarcoma risk were mapped to the human genome, spanning ∼6 Mb. We prioritized association testing of 5985 human SNPs mapping to candidate osteosarcoma risk regions detected in Irish wolfhounds, the largest dog breed studied. Secondary analyses explored 6289 additional human SNPs mapping to candidate osteosarcoma risk regions identified in Rottweilers and greyhounds.
Fourteen SNPs were associated with human osteosarcoma risk after adjustment for multiple comparisons, all within a 42 kb region of human Chromosome 7p12.1. The lead variant was rs17454681 (OR=1.25, 95 %CI: 1.12-1.39; P=4.1×10), and independent risk variants were not observed in conditional analyses. While the associated region spanned 2.1 Mb and contained eight genes in Irish wolfhounds, associations were localized to a 50-fold smaller region of the human genome and strongly implicate GRB10 (growth factor receptor-bound protein 10) in canine and human osteosarcoma predisposition. PheWAS analysis in UK Biobank data identified noteworthy associations of the rs17454681 risk allele with varied measures of height and pubertal timing.
Our comparative oncology analysis identified a novel human osteosarcoma risk allele near GRB10, a growth inhibitor that suppresses activated receptor tyrosine kinases including IGF1R, PDGFRB, and EGFR. Epidemiologists may benefit from leveraging cross-species comparisons to identify haplotypes in highly susceptible but genetically homogenous populations of domesticated animals, then fine-mapping these associations in diverse human populations.
犬骨肉瘤和人骨肉瘤在临床表现和肿瘤基因组学方面相似。大型犬种的骨肉瘤发病率较高,而身高较高仍然是人类骨肉瘤的一个一致的危险因素。进化保守基因是否有助于人类和犬骨肉瘤易感性值得评估。
一组来自儿童骨肉瘤患者和对照的多中心样本进行了全基因组基因分型和推测。使用逻辑回归在每个数据集内计算经过祖先调整的 SNP 关联,然后在三个数据集之间进行荟萃分析,总共包括 1091 名患者和 3026 名对照。先前与犬骨肉瘤风险相关的 10 个区域被映射到人类基因组,跨越约 6 Mb。我们优先对爱尔兰猎狼犬中检测到的候选骨肉瘤风险区域映射的 5985 个人类 SNPs 进行关联测试,爱尔兰猎狼犬是研究最多的犬种。二次分析探索了在罗特韦尔犬和灵缇犬中鉴定的候选骨肉瘤风险区域映射的 6289 个额外的人类 SNPs。
在调整了多次比较后,有 14 个 SNP 与人类骨肉瘤风险相关,全部位于人类 7p12.1 染色体的 42kb 区域内。主要变异是 rs17454681(OR=1.25,95%CI:1.12-1.39;P=4.1×10),并且在条件分析中没有发现独立的风险变异。虽然相关区域跨越 2.1 Mb,在爱尔兰猎狼犬中包含 8 个基因,但关联局限于人类基因组的 50 倍小区域,强烈提示 GRB10(生长因子受体结合蛋白 10)在犬和人骨肉瘤易感性中起作用。在英国生物库数据中的 pheWAS 分析中,rs17454681 风险等位基因与身高和青春期时间等各种指标的显著关联。
我们的比较肿瘤学分析在 GRB10 附近鉴定出一个新的人类骨肉瘤风险等位基因,GRB10 是一种生长抑制剂,可抑制包括 IGF1R、PDGFRB 和 EGFR 在内的激活受体酪氨酸激酶。流行病学家可能受益于利用跨物种比较来识别高度易感但遗传上同质的家养动物群体中的单倍型,然后在不同的人类群体中精细定位这些关联。