Oak Ninad, Chen Wenan, Blake Alise, Harrison Lynn, O'Brien Martha, Previti Christopher, Balasubramanian Gnanaprakash, Maass Kendra, Hirsch Steffen, Penkert Judith, Jones Barbara C, Schramm Kathrin, Nathrath Michaela, Pajtler Kristian W, Jones David T W, Witt Olaf, Dirksen Uta, Li Jiaming, Sapkota Yadav, Ness Kirsten K, Guenther Lillian M, Pfister Stefan M, Kratz Christian, Wang Zhaoming, Armstrong Greg T, Hudson Melissa M, Wu Gang, Autry Robert J, Nichols Kim E, Sharma Richa
Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN.
Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN.
medRxiv. 2025 Jun 4:2025.05.12.25325832. doi: 10.1101/2025.05.12.25325832.
Recent large-scale genomic sequencing studies reveal that 5-18% of children with cancer harbor pathogenic variants (PV) in known cancer predisposing genes (CPG). However, DNA damage repair (DDR) genes, which are frequently somatically altered in pediatric tumors, have not been systematically examined as a source of novel cancer predisposing signals.
To address this gap, we interrogated 189 genes across six DDR pathways for the presence of PV among 5,993 childhood cancer cases and 14,477 adult non-cancer controls. PV were defined as rare (allele frequency <0.05% in the gnomAD v2.1 non-cancer subset), nonsense, frameshift, affecting canonical splice sites, and missense with REVEL score >0.7. Using logistic and firth regression, we identified genes with statistically enriched PV and replicated findings among 1,494 additional childhood cancer cases across three independent cohorts.
Analysis across all cancers revealed enrichment of PV (0.6%, false discovery rate [FDR]=0.0066, FDR=0.0064). Cancer-specific analyses confirmed previously identified associations for germline PV in adrenocortical carcinoma (37%, FDR<0.0001, FDR=0) and high-grade glioma (2.4%, FDR=0.0022, FDR=0.1082), as well as PV in neuroblastoma (1.2%, FDR=0.0341, FDR=0.2682). Three novel gene-tumor associations were identified, including PV in Ewing sarcoma (1.7%, FDR=0.0319, FDR=0.3101), PV in medulloblastoma (1.6%, FDR=0.0005, FDR=0.0499) and PV in osteosarcoma (2.6%, FDR=0.0250, FDR=0.2180). Among these putative CPG, PV were enriched in osteosarcoma across each of the replication pediatric cancer cohorts (2.5%, P <0.0001). All three osteosarcomas with available tumor data exhibited deletion of the wild-type allele.
Our study identifies PV as a predisposing factor for osteosarcoma, providing insights into tumor biology and creating opportunities for development of novel therapeutic, surveillance, and preventive interventions for this aggressive childhood cancer.
近期大规模基因组测序研究表明,5% - 18%的癌症患儿在已知的癌症易感基因(CPG)中携带致病性变异(PV)。然而,在儿科肿瘤中经常发生体细胞改变的DNA损伤修复(DDR)基因,尚未作为新的癌症易感信号来源进行系统研究。
为填补这一空白,我们在5993例儿童癌症病例和14477例成人非癌症对照中,对六个DDR途径中的189个基因进行PV检测。PV被定义为罕见变异(在gnomAD v2.1非癌症亚组中的等位基因频率<0.05%)、无义突变、移码突变、影响典型剪接位点以及REVEL评分>0.7的错义突变。使用逻辑回归和费舍尔精确回归,我们确定了PV在统计学上富集的基因,并在三个独立队列的另外1494例儿童癌症病例中重复验证了研究结果。
对所有癌症的分析显示PV存在富集(0.6%,错误发现率[FDR]=0.0066,FDR=0.0064)。癌症特异性分析证实了先前在肾上腺皮质癌(37%,FDR<0.0001,FDR=0)和高级别胶质瘤(2.4%,FDR=0.0022,FDR=0.1082)中已确定的种系PV关联,以及在神经母细胞瘤中的PV关联(1.2%,FDR=0.0341,FDR=0.2682)。我们还发现了三个新的基因 - 肿瘤关联,包括尤因肉瘤中的PV(1.7%,FDR=0.0319,FDR=0.3101)、髓母细胞瘤中的PV(1.6%,FDR=0.0005,FDR=0.0499)和骨肉瘤中的PV(2.6%,FDR=0.0250,FDR=0.2180)。在这些推定的CPG中,PV在每个重复的儿科癌症队列中的骨肉瘤中均有富集(2.5%,P<0.0001)。所有三个有可用肿瘤数据的骨肉瘤病例均显示野生型等位基因缺失。
我们的研究确定PV是骨肉瘤的一个易感因素,为肿瘤生物学提供了见解,并为开发针对这种侵袭性儿童癌症的新型治疗、监测和预防干预措施创造了机会。