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透明细胞和非透明细胞肾细胞癌种系罕见变异的综合分析

Integrative Analysis of Germline Rare Variants in Clear and Non-Clear Cell Renal Cell Carcinoma.

作者信息

Han Seunghun, Camp Sabrina Y, Chu Hoyin, Collins Ryan, Gillani Riaz, Park Jihye, Bakouny Ziad, Ricker Cora A, Reardon Brendan, Moore Nicholas, Kofman Eric, Labaki Chris, Braun David, Choueiri Toni K, AlDubayan Saud H, Van Allen Eliezer M

机构信息

Ph.D. Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, MA, USA.

Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.

出版信息

medRxiv. 2023 Jan 19:2023.01.18.23284664. doi: 10.1101/2023.01.18.23284664.

Abstract

IMPORTANCE

RCC encompasses a set of histologically distinct cancers with a high estimated genetic heritability, of which only a portion is currently explained. Previous rare germline variant studies in RCC have usually pooled clear and non-clear cell RCCs and have not adequately accounted for population stratification that may significantly impact the interpretation and discovery of certain candidate risk genes.

OBJECTIVE

To evaluate the enrichment of germline PVs in established cancer-predisposing genes (CPGs) in clear cell and non-clear cell RCC patients compared to cancer-free controls using approaches that account for population stratification and to identify unconventional types of germline RCC risk variants that confer an increased risk of developing RCC.

DESIGN SETTING AND PARTICIPANTS

In 1,436 unselected RCC patients with sufficient data quality, we systematically identified rare germline PVs, cryptic splice variants, and copy number variants (CNVs). From this unselected cohort, 1,356 patients were ancestry-matched with 16,512 cancer-free controls, and gene-level enrichment of rare germline PVs were assessed in 143 CPGs, followed by an investigation of somatic events in matching tumor samples.

MAIN OUTCOMES AND MEASURES

Gene-level burden of rare germline PVs, identification of secondary somatic events accompanying the germline PVs, and characterization of less-explored types of rare germline PVs in RCC patients.

RESULTS

In clear cell RCC (n = 976 patients), patients exhibited significantly higher prevalence of PVs in compared to controls (OR: 39.1, 95% CI: 7.01-218.07, p-value:4.95e-05, q-value:0.00584). In non-clear cell RCC (n = 380 patients), patients carried enriched burden of PVs in (OR: 77.9, 95% CI: 18.68-324.97, p-value:1.55e-08, q-value: 1.83e-06) and (OR: 1.98e11, 95% CI: 0-inf, p-value: 2.07e-05, q-value: 3.50e-07). In a -focused analysis with European cases and controls, clear cell RCC patients (n=906 European patients) harbored nominal enrichment of the previously reported low-penetrance variants, p.Ile157Thr (OR:1.84, 95% CI: 1.00-3.36, p-value:0.049) and p.Ser428Phe (OR:5.20, 95% CI: 1.00-26.40, p-value:0.045) while non-clear cell RCC patients (n=295 European patients) exhibited nominal enrichment of LOF germline PVs (OR: 3.51, 95% CI: 1.10-11.10, p-value: 0.033). RCC patients with germline PVs in exhibited significantly earlier age of cancer onset compared to patients without any germline PVs in CPGs (Mean: 46.0 vs 60.2 years old, Tukey adjusted p-value < 0.0001), and more than half had secondary somatic events affecting the same gene (n=10/15, 66.7%, 95% CI: 38.7-87.0%). Conversely, patients with rare germline PVs in exhibited a similar age of disease onset to patients without any identified germline PVs in CPGs (Mean: 60.1 vs 60.2 years old, Tukey adjusted p-value: 0.99), and only 30.4% of the patients carried secondary somatic events in (n=7/23, 95% CI: 14.1-53.0%). Finally, rare pathogenic germline cryptic splice variants underexplored in RCC were identified in and and rare pathogenic germline CNVs were found in 18 patients, including CNVs in , , and .

CONCLUSIONS AND RELEVANCE

This systematic analysis supports the existing link between several RCC risk genes and elevated RCC risk manifesting in earlier age of RCC onset. Our analysis calls for caution when assessing the role of germline PVs in due to the burden of founder variants with varying population frequency in different ancestry groups. It also broadens the definition of the RCC germline landscape of pathogenicity to incorporate previously understudied types of germline variants, such as cryptic splice variants and CNVs.

摘要

重要性

肾细胞癌(RCC)包含一组组织学上不同的癌症,其遗传遗传率估计较高,目前仅解释了其中一部分。先前在RCC中进行的罕见种系变异研究通常将透明细胞和非透明细胞RCC合并在一起,并且没有充分考虑可能对某些候选风险基因的解释和发现产生重大影响的人群分层。

目的

与无癌对照相比,使用考虑人群分层的方法评估透明细胞和非透明细胞RCC患者中既定癌症易感基因(CPG)中种系致病性变异(PVs)的富集情况,并识别赋予RCC发生风险增加的非常规类型的种系RCC风险变异。

设计、设置和参与者:在1436例数据质量足够的未经选择的RCC患者中,我们系统地鉴定了罕见的种系PVs、隐匿性剪接变异和拷贝数变异(CNV)。从这个未经选择的队列中,1356例患者与16512例无癌对照进行了血统匹配,并在143个CPG中评估了罕见种系PVs的基因水平富集情况,随后对匹配的肿瘤样本中的体细胞事件进行了调查。

主要结局和指标

罕见种系PVs的基因水平负担、与种系PVs相关的继发性体细胞事件的识别以及RCC患者中较少研究的罕见种系PVs类型的特征描述。

结果

在透明细胞RCC(976例患者)中,与对照相比,患者中PVs的患病率显著更高(比值比:39.1,95%置信区间:7.01 - 218.07,p值:4.95e - 05,q值:0.00584)。在非透明细胞RCC(380例患者)中,患者在[具体基因1]中携带的PVs负担增加(比值比:77.9,95%置信区间:18.68 - 324.97,p值:1.55e - 08,q值:1.83e - 06),在[具体基因2]中也是如此(比值比:1.98e11,95%置信区间:0 - 无穷大,p值:2.07e - 05,q值:3.50e - 07)。在一项针对欧洲病例和对照的[具体基因]重点分析中,透明细胞RCC患者(906例欧洲患者)中先前报道的低 penetrance[具体变异1],p.Ile157Thr(比值比:1.84,95%置信区间:1.00 - 3.36,p值:0.049)和p.Ser428Phe(比值比:5.20,95%置信区间:1.00 - 26.40,p值:0.045)存在名义上的富集,而非透明细胞RCC患者(295例欧洲患者)中[具体基因]种系LOF PVs存在名义上的富集(比值比:3.51,95%置信区间:1.10 - 11.10,p值:0.033)。与CPG中没有任何种系PVs的患者相比,具有种系PVs的RCC患者癌症发病年龄显著更早(平均值:46.0岁对60.2岁,Tukey校正p值<0.0001),并且超过一半的患者有影响同一基因的继发性体细胞事件(n = 10/15,66.7%,95%置信区间:38.7 - 87.0%)。相反,在[具体基因]中具有罕见种系PVs的患者与CPG中没有任何已识别种系PVs的患者疾病发病年龄相似(平均值:60.1岁对60.2岁,Tukey校正p值:0.99),并且只有30.4%的患者在[具体基因]中携带继发性体细胞事件(n = 7/23,95%置信区间:14.1 - 53.0%)。最后,在[具体基因1]和[具体基因2]中鉴定出RCC中未充分研究的罕见致病性种系隐匿性剪接变异,在18例患者中发现了罕见致病性种系CNV,包括[具体基因3]、[具体基因4]和[具体基因5]中的CNV。

结论和相关性

这项系统分析支持了几个RCC风险基因与RCC发病年龄提前所表现出的RCC风险升高之间的现有联系。我们的分析呼吁在评估种系PVs在[具体基因]中的作用时要谨慎,因为不同血统群体中具有不同人群频率的奠基者变异负担。它还拓宽了RCC种系致病性景观的定义,以纳入先前研究不足的种系变异类型,如隐匿性剪接变异和CNV。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3de6/9882438/45a02fc6fc44/nihpp-2023.01.18.23284664v1-f0001.jpg

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