PO.MCB08.03 · 分子与细胞生物学
鉴定与非裔美国女性三阴性乳腺癌体细胞突变特征相关的胚系变异
Identification of germline variants associated with somatic mutational profiles in triple-negative breast cancer among African American women
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
非裔美国(AA)女性三阴性乳腺癌(TNBC)的发病率更高,且确诊年龄比欧洲血统女性更早,然而她们在癌症基因组研究中仍代表性不足。我们近期绘制了426名AA女性TNBC的突变全景图。在此,我们研究了这些患者胚系变异与体细胞突变特征之间的关联。
对426名患者的胚系和肿瘤DNA进行了全外显子组测序;其中402名还有胚系全基因组测序或芯片数据。我们分析了49个TNBC或其他癌症基因(>2%频率)的体细胞突变状态,以及>20%样本中存在的突变特征(SBS1、SBS2、SBS3、SBS5、SBS13、ID6、ID8,以及一个以较长indel≥5 bp为特征的新型indel特征)。胚系因素包括1)TNBC基因的致病性变异,2)体细胞突变基因500kb范围内的顺式变异,3)AA女性TNBC和总体乳腺癌的多基因风险评分(PRS),以及4)乳腺癌风险位点上后验纳入概率>0.8的可信致病变异(CCV)。致病性变异包括在BRCA1、BRCA2、PALB2和CDH1中鉴定出的34个胚系突变,这些突变被ClinVar分类为致病性或可能致病性(n=25),或为无义/移码变异(n=9)。使用Firth逻辑回归和零膨胀负二项回归,并对确诊年龄、突变率、肿瘤纯度、分期、分级、致病性变异携带状态(在其他胚系因素的分析中)以及前五个胚系基因型主成分进行校正。
49个基因中的体细胞突变与致病性变异、顺式变异或风险位点上的CCV之间无显著关联。携带BRCA1、BRCA2、PALB2和CDH1致病性变异的患者显著更可能表现出SBS3和ID6这两种同源重组缺陷(HRD)相关特征,计数分别高出15%(发病率相对比,IRR 1.15,95% CI 1.03-1.28)和48%(IRR 1.48,95% CI 1.18-1.87)。TNBC的PRS与突变特征无显著关联。总体乳腺癌的PRS与SBS2和SBS5显示出名义上显著的负向关联(P=0.01和0.02),这可能归因于仅病例设计所固有的潜在碰撞偏倚。尽管经Bonferroni校正后没有CCV达到显著性,但rs6482189的风险等位基因(一个纳入总体乳腺癌PRS但未纳入TNBC PRS的变异)与该新型ID特征相关(IRR 1.33,1.17-1.50,P=7.93×10⁻⁶)。
综上,本研究考察了AA女性TNBC中的胚系-体细胞关系,证实了致病性变异携带者中HRD相关特征的富集,并鉴定出一个与新型indel特征相关的乳腺癌风险变异,为AA女性TNBC生物学提供了见解。
查看英文原文 English abstract
African American (AA) women have a higher incidence of triple-negative breast cancer (TNBC) and are diagnosed at an earlier age than women of European ancestry, yet remain underrepresented in cancer genomic studies. We recently charted the mutational landscape of TNBC in 426 AA women. Here, we investigated the associations between germline variants and somatic mutational profiles in those patients.
Whole-exome sequencing was performed on germline and tumor DNA from 426 patients; 402 also had germline whole-genome sequencing or array data. We analyzed somatic mutation status of 49 TNBC or other cancer genes (>2% frequency) and mutational signatures present in>20% samples (SBS1, SBS2, SBS3, SBS5, SBS13, ID6, ID8, and a new indel signature characterized by longer indels ≥5 bp). Germline factors included 1) pathogenic variants at TNBC genes, 2) cis-variants within 500kb of somatic mutated genes, 3) polygenic risk scores (PRS) for TNBC and overall breast cancer in AA women, and 4) credible causal variants (CCVs) with posterior inclusion probability >0.8 at breast cancer risk loci. Pathogenic variants included 34 germline mutations identified in BRCA1, BRCA2, PALB2, and CDH1 , which were classified as pathogenic or likely pathogenic by ClinVar (n=25) or nonsense/frameshift variants (n=9). Firth logistic regression and zero-inflated negative binomial regression were used, adjusting for age at diagnosis, mutation rate, tumor purity, stage, grade, carrier of pathogenic variant (in analyses for other germline factors), and top five germline genotype principal components.
There was no significant association of somatic mutations in the 49 genes with pathogenic variants, cis-variants, or CCVs at risk loci. Patients carrying pathogenic variants in BRCA1, BRCA2, PALB2, and CDH1 were substantially more likely to exhibit SBS3 and ID6, two homologous recombination deficiency (HRD)-related signatures, with 15% (incidence relative ratio, IRR 1.15, 95% CI 1.03-1.28) and 48% (IRR 1.48, 95% CI 1.18-1.87) higher counts, respectively. PRS for TNBC showed no significant associations with mutational signatures. The PRS for overall breast cancer showed a nominally significant inverse association with SBS2 and SBS5 ( P =0.01 and 0.02), which may be attributable to potential collider bias inherent to the case-only design. Although no CCVs reached significance after Bonferroni correction, the risk allele of rs6482189, a variant included in the PRS for overall breast cancer but not for TNBC, was associated with the new ID signature (IRR 1.33, 1.17-1.50, P =7.93×10 -6 ).
In summary, this study this study examined germline-somatic relationships in TNBC among AA women, confirmed enrichment of HRD-related signatures in pathogenic variant carriers, and identified a breast cancer risk variant associated with a novel indel signature, offering insights into TNBC biology in AA women.
利益披露 Disclosure
G. Jia, None..
J. Ping, None..
W. Zheng, None.