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

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 popul...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9882438/
https://www.ncbi.nlm.nih.gov/pubmed/36712083
http://dx.doi.org/10.1101/2023.01.18.23284664
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author 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.
author_facet 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.
author_sort Han, Seunghun
collection PubMed
description 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 VHL 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 FH (OR: 77.9, 95% CI: 18.68–324.97, p-value:1.55e-08, q-value: 1.83e-06) and MET (OR: 1.98e11, 95% CI: 0-inf, p-value: 2.07e-05, q-value: 3.50e-07). In a CHEK2-focused analysis with European cases and controls, clear cell RCC patients (n=906 European patients) harbored nominal enrichment of the previously reported low-penetrance CHEK2 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 CHEK2 LOF germline PVs (OR: 3.51, 95% CI: 1.10–11.10, p-value: 0.033). RCC patients with germline PVs in FH, MET, and VHL 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 CHEK2 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 CHEK2 (n=7/23, 95% CI: 14.1–53.0%). Finally, rare pathogenic germline cryptic splice variants underexplored in RCC were identified in SDHA and TSC1, and rare pathogenic germline CNVs were found in 18 patients, including CNVs in FH, SDHA, and VHL. 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 CHEK2 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.
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spelling pubmed-98824382023-01-28 Integrative Analysis of Germline Rare Variants in Clear and Non-Clear Cell Renal Cell Carcinoma 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. medRxiv Article 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 VHL 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 FH (OR: 77.9, 95% CI: 18.68–324.97, p-value:1.55e-08, q-value: 1.83e-06) and MET (OR: 1.98e11, 95% CI: 0-inf, p-value: 2.07e-05, q-value: 3.50e-07). In a CHEK2-focused analysis with European cases and controls, clear cell RCC patients (n=906 European patients) harbored nominal enrichment of the previously reported low-penetrance CHEK2 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 CHEK2 LOF germline PVs (OR: 3.51, 95% CI: 1.10–11.10, p-value: 0.033). RCC patients with germline PVs in FH, MET, and VHL 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 CHEK2 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 CHEK2 (n=7/23, 95% CI: 14.1–53.0%). Finally, rare pathogenic germline cryptic splice variants underexplored in RCC were identified in SDHA and TSC1, and rare pathogenic germline CNVs were found in 18 patients, including CNVs in FH, SDHA, and VHL. 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 CHEK2 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. Cold Spring Harbor Laboratory 2023-01-19 /pmc/articles/PMC9882438/ /pubmed/36712083 http://dx.doi.org/10.1101/2023.01.18.23284664 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
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.
Integrative Analysis of Germline Rare Variants in Clear and Non-Clear Cell Renal Cell Carcinoma
title Integrative Analysis of Germline Rare Variants in Clear and Non-Clear Cell Renal Cell Carcinoma
title_full Integrative Analysis of Germline Rare Variants in Clear and Non-Clear Cell Renal Cell Carcinoma
title_fullStr Integrative Analysis of Germline Rare Variants in Clear and Non-Clear Cell Renal Cell Carcinoma
title_full_unstemmed Integrative Analysis of Germline Rare Variants in Clear and Non-Clear Cell Renal Cell Carcinoma
title_short Integrative Analysis of Germline Rare Variants in Clear and Non-Clear Cell Renal Cell Carcinoma
title_sort integrative analysis of germline rare variants in clear and non-clear cell renal cell carcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9882438/
https://www.ncbi.nlm.nih.gov/pubmed/36712083
http://dx.doi.org/10.1101/2023.01.18.23284664
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