PO.PS01.08 · 人群科学
利用种系基因组测序揭示无法解释的家族性癌症的缺失遗传力
Unraveling the missing heritability of unexplained familial cancers with germline genome sequencing
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
尽管已确立的易感基因可解释Cowden综合征和Lynch综合征等综合征,但癌症常在没有任何可识别致病性种系变异(PGV)的家庭中聚集出现。我们假设,除已确立的PGV之外的其他种系因素可能部分解释无已知PGV的大部分家族性癌症病例。在本研究中,我们系统评估了来自2,721个无已识别PGV个体的种系全基因组中潜在的遗传风险因素,将NIH AllofUs生物样本库中18种癌症类型的1,389例家族性癌症病例与1,332名无癌症家族史的对照进行比较。我们使用GATK-HC和GATK-SV进行全基因组种系变异发现,以捕获罕见和常见SNV、插入缺失和结构变异(SV)的完整谱系,尤其包括共309,848个高置信度SV(每个基因组9,639个SV)。我们首先检查了预测会导致已确立易感基因功能丧失的罕见种系结构变异(SV)的发生率,发现与无癌对照相比,大多数癌症类型中这些可能致病性SV的发生率升高,其中神经内分泌癌、结直肠癌和卵巢癌患者携带这些SV的发生率显著较高(OR:神经内分泌癌2.9;结直肠癌3.1;卵巢癌2.4)。我们还观察到一小部分乳腺癌患者携带与BRCA1启动子重叠的结构变异。我们接下来检验了已确立易感基因中罕见意义未明错义变异的富集情况,发现在子宫内膜癌、血液系统癌、前列腺癌和神经内分泌癌患者中存在显著富集(p<0.05)。为寻找潜在的新易感基因,我们对全部18,544个常染色体蛋白编码基因进行了罕见变异关联检验,提名了若干由罕见有害变异驱动的候选易感基因,如乳腺癌中的BRAT1(p=3.99e-5)和甲状腺癌中的TSTD2(p=3.26e-5)。最后,我们评估了常见变异的贡献,发现在具有现有多基因评分的15种癌症类型中的11种中,多基因风险(长期以来在散发癌症中已被认识)强烈地贡献于家族性病例。值得注意的是,与自身诊断是家庭中该癌症唯一病例的患者相比,来自同一癌症类型多次出现的家庭的患者的多基因风险评分更高;相反,在某一给定癌症类型聚集出现的家庭中,未受累的先证者对该癌症类型的多基因风险评分与既无癌症又无家族史的个体相当。总体而言,我们估计1-8.8%无法解释的家族性癌症可归因于基因组测序可检测但常规基因panel会遗漏的种系遗传因素,突显了高分辨率种系检测对遗传性癌症患者及其家庭的潜在临床和诊断价值。
查看英文原文 English abstract
While established predisposition genes account for syndromes like Cowden and Lynch syndrome, cancers frequently cluster in families without any identifiable pathogenic variant (PGV). We hypothesized that other germline factors beyond established PGVs might partially explain the large fraction of familial cancer cases with no known PGV. In this study, we systematically assessed potential genetic risk factors in 2,721 germline whole genomes from individuals with no recognized PGV, comparing 1,389 familial cancer cases across 18 cancer types to 1,332 controls with no family history of cancer in the NIH AllofUs Biobank. We performed genome-wide germline variant discovery using GATK-HC and GATK-SV to capture the full spectrum of rare and common SNVs, indels, and structural variants (SVs), notably including a total of 309,848 high-confidence SVs (9,639 SVs per genome). We first examined the rates of rare germline structural variants (SVs) predicted to cause loss-of-function of established predisposition genes, finding elevated rates of these likely pathogenic SVs in most cancer types compared to cancer-free controls, with neuroendocrine, colorectal, and ovarian cancer patients harboring notably high rates of these SVs (ORs: neuroendocrine 2.9; colorectal 3.1; ovarian 2.4). We also observed a small fraction of breast cancer patients carrying structural variants overlapping the BRCA1 promoter. We next tested for enrichment of rare missense variants of uncertain significance in established predisposition genes and found significant enrichment in endometrial, hematologic, prostate, and neuroendocrine cancer patients (p < 0.05). To search for potential new predisposition genes, we performed rare variant association tests for all 18,544 autosomal protein-coding genes, which nominated several candidate predisposition genes driven by rare damaging variants, such as BRAT1 in breast cancers (p=3.99e-5) and TSTD2 in thyroid cancers (p=3.26e-5). Finally, we assessed common-variant contributions and found that polygenic risk, long recognized in sporadic cancers, strongly contributed to familial cases in 11 of 15 cancer types with existing polygenic scores. Notably, polygenic risk scores were higher in patients from families with multiple occurrences of the same cancer type compared to patients whose own diagnosis was the only instance of that cancer in their family; conversely, in families with clusterings of a given cancer type, unaffected probands had polygenic risk scores for that cancer type on par with individuals who were both cancer-free and had no family history. Collectively, we estimate that 1-8.8% of unexplained familial cancers can be attributed to germline genetic factors detectable by genome sequencing but missed by routine gene panels, underscoring the potential clinical and diagnostic value of high-resolution germline testing for hereditary cancer patients and their families.
利益披露 Disclosure
N. Fields, None..
R. Collins, None.
S. Seunghun Han,
Moderna Employment.
E. Shannon, None..
R. Buehler, None..
J. Kamihara, None..
J. Garber, None..
R. Gillani, None..
S. H. AlDubayan, None..
E. Van Allen, None.