The Concordance of Secondary Pathogenic Germline Variants Identified by Tumor Genomic Profiling in Adult Solid Tumor Patients at Two US Community Cancer Centers
Abstract
1. Introduction
2. Materials and Methods
3. Results
| Gene(s) | Tumor Type | Variant(s) | Detected on TGP? | Common Genotype–Phenotype Association? |
|---|---|---|---|---|
| APC | Ovarian | NM_000038.6:c.3920T>A | No | No |
| APC | Sarcoma | NM_000038.6:c.3920T>A | Yes | No |
| APC FH | Brain | NM_000038.6:c.3920T>A NM_000143.4:c.1431_1433dup | APC/FH: Yes | No No |
| ATM | Pancreatic | NM_000051.3:c.3448A>T | NGS failed | Yes |
| ATM BRCA2 | NSCLC | NM_000051.3:c.7271T>G NM_000059.3:c.619A>G | ATM: Yes BRCA2: VUS | No No |
| ATM | Ovarian | NM_000051.4:c.8418+5_8418+8del | Yes | Yes |
| ATM | Pancreatic | EX62_63del | No | Yes |
| ATM | Ovarian | NM_000051.4:c.2921+1G>A | Yes | Yes |
| ATM | Thyroid | NM_000051.4:c.7517_7520del | Yes | Yes |
| ATM | Pancreatic | NM_000051.4:c.2502dup | Yes | Yes |
| BARD1 | Breast | NM_000465.4:c.1996C>T | No | Yes [15,16] |
| BRCA1 | NSCLC | NM_007294.3:c.5213_5278-2753del | No | No |
| BRCA1 | Breast | NM_007294.4:c.2681_2682del | Yes | Yes |
| BRCA1 | Ovarian | NM_007294.4:c.4524G>A | Yes | Yes |
| BRCA1 | Ovarian | NM_007294.4:c.3964A>T | Yes | Yes |
| BRCA1 | Other | NM_007294.4:c.178C>T | Yes | Unknown |
| BRCA1 | Ovarian | NM_007294.4:c.68_69del | Yes | Yes |
| BRCA1 | Ovarian | NM_007294.4:c.68_69del | Yes | Yes |
| BRCA1 CHEK2 | Brain | NM_007294.4:c.68_69del NM_007194.4:c.1100del | BRCA1, CHEK2: Yes | No No |
| BRCA1 | Ovarian | NM_007294.4:c.3759_3760del | Yes | Yes |
| BRCA1 | Ovarian | NM_007294.4:c.962G>A | Yes | Yes |
| BRCA1 TP53 | Ovarian | NM_007294.4:c.3749_3752del NM_000546.6:c.727A>G | BRCA1: Yes TP53: No | Yes No |
| BRCA1 | Upper GI | NM_007294.4:c.131G>T | Yes | No |
| BRCA1 FANCC | Ovarian | NM_007294.4:c.329dup NM_000136.3:c.770T>C | BRCA1: Yes FANCC: No | Yes No |
| BRCA1 SDHC | Ovarian | NM_007294.4:c.4096+1G>A NM_003001.5:c.43C>T | BRCA1: No SDHC: Yes | Yes No |
| BRCA2 | Breast | NM_000059.3:c.3458delA | Yes | Yes |
| BRCA2 | Pancreatic | NM_000059.4:c.5350_5351delAA | Yes | Yes |
| BRCA2 | Breast | NM_000059.3:c.2808_2811delACAA | Yes | Yes |
| BRCA2 | Ovarian | NM_000059.4:c.5197_5198delTC | Yes | Yes |
| BRCA2 | Ovarian | NM_000059.4:c.5645C>A | Yes | Yes |
| BRCA2 | Breast | NM_000059.4:c.4478_4481del | Yes | Yes |
| BRCA2 | Brain | NM_000059.4:c.5946delT | Yes | No |
| BRCA2 | Breast | NM_000059.4:c.145G>T | Yes | Yes |
| BRCA2 | Uterine | NM_000059.4:c.7480C>T | Yes | No |
| BRCA2 | Breast | NM_000059.4:c.3264dup | No * | Yes |
| BRCA2 | Upper GI | NM_000059.4:c.6724_6725del | Yes | No |
| BRCA2 ATM | Ovarian | NM_000059.4:c.1399A>T NM_000051.4:c.6100C>T | BRCA2, ATM: Yes | Yes Yes |
| BRCA2 | Ovarian | 5′UTR_EX1del | No | Yes |
| BRCA2 MSH3 | Ovarian | EX13_15del NM_002439.5:c.2647G>T | BRCA2: No MSH3: Yes | Yes Yes |
| BRCA2 | Breast | NM_000059.4:c.4631del | No * | Yes |
| BRIP1 | Ovarian | NM_032043.3:c.1343G>A | No * | Yes [15] |
| CHEK2 MLH1 NF1 | Pancreatic | NM_007194.4:c.470T>C NM_000249.4:c.1633A>G NM_001042492.3:c.367A>G | CHEK2: Yes MLH1, NF1: No | Yes Yes No |
| CHEK2 BARD1 NF2 POLE | Prostate | NM_007194.4:c.1100del NM_000465.4:c.1403C>T NM_000268.4:c.1490G>C NM_006231.4:c.14G>A | CHEK2: Yes; other P/LPGVs: No | Yes No [15,16] No No |
| CHEK2 | Breast | NM_007194.4:c.349A>G | Yes | Yes |
| FH | Upper GI | NM_000143.4:c.1431_1433dup | Yes | No |
| FH NTHL1 | Renal | NM_000143.3:c.1108+1G>T NM_002528.6:c.71G>C | FH: Yes NTHL1: No | Yes No |
| FH FLCN MEN1 NF1 | Uterine | NM_000143.4:c.194A>G NM_144997.7:c.614T>C NM_001370259.2:c.511C>T NM_001042492.3:c.4294G>A | All P/LPGVs: No | No No No No |
| FLCN | Ovarian | NM_144997.7:c.780-3C>A | No | No |
| HOXB13 | Upper GI | NM_006361.6:c.251G>A | Yes | No [17] |
| LZTR1 | Spine | NM_006767.4:c.1397G>A | No | No [18] |
| MLH1 | Colon | NM_000249.4:c.350C>T | Yes | Yes |
| MSH2 | Brain | NM_000251.3:c.942+3A>T | Yes | Yes |
| MSH2 POT1 | Colon | NM_000251.2:c.942+1G>T NM_015450.2:c.452T>G | MSH2: Yes POT1: No | Yes Yes |
| MSH2 | Colon | NM_000251.2:c.2635-?_*279+?del | No | Yes |
| MSH2 | Uterine | NM_000251.2:c.-125_1076+?del | No | Yes |
| MSH2 | Small bowel | NM_000251.2:c.943-1G>T | Yes | Yes |
| MSH2 | Prostate | NM_000251.2:c.942+3A>T | No | No |
| MSH2 | Colon | NM_000251.3: c.790C>T | Yes | Yes |
| MSH2 | Small bowel | NM_000251.3:c.2005+1G>A | Yes | Yes |
| MSH6 | Colon | NM_000179.3:c.1444C>T | Yes | Yes |
| MUTYH | NSCLC | NM_001128425.1:c.1187G>A | Yes | No |
| MUTYH | Ovarian | NM_001128425.1:c.1187G>A | No | |
| MUTYH | Pancreatic | NM_001128425.1:c.470C>T | No | Yes |
| MUTYH MUTYH | Rectal | NM_001128425.2c.536A>G NM_001048174.2:c.1214C>T | Both MUTYH: Yes | Yes Yes |
| PALB2 | Pancreatic | NM_024675.4:c.509_510delGA | Yes | Yes |
| RAD50 SMAD4 | Upper GI | NM_005732.4:c.1663A>G NM_005359.6:c.424+6T>C | RAD50, SMAD4: No | No Yes [19] |
| RAD51C | Breast | EX4_3′UTRdel | No | Yes |
| RAD51D | Colon | NM_002878.4:c.388C>T | No | No [20] |
| PTEN | Colon | NM_000314.8:c.131dup | Yes | Yes |
| SPINK1 | Pancreatic | NM_001379610.1:c.101A>G | No | Yes |
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| P/LPGV | Pathogenic/Likely Pathogenic Germline Variant |
| TGP | Tumor Genomic Profiling |
| VAF | Variant Allele Frequency |
| HCS | Hereditary Cancer Syndrome |
| TCGA | The Cancer Genome Atlas |
| NSCLC | Non-Small Cell Lung Cancer |
References
- Lincoln, S.E.; Nussbaum, R.L.; Kurian, A.W.; Nielsen, S.M.; Das, K.; Michalski, S.; Yang, S.; Ngo, N.; Blanco, A.; Esplin, E.D. Yield and utility of germline testing following tumor sequencing in patients with cancer. JAMA Netw. Open 2020, 3, e2019452. [Google Scholar] [CrossRef] [PubMed]
- Moncado, S.; Boccuto, L.; Darabi, S.; Ivankovic, D. The prevalence of secondary germline findings with somatic tumor profiling: A scoping review. 2024. [Google Scholar]
- GDC Analysis Center. Available online: https://portal.gdc.cancer.gov/analysis_page?app=CohortBuilder&tab=demographic (accessed on 9 July 2024).
- Tucker, T.C.; Charlton, M.E.; Schroeder, M.C.; Jacob, J.; Tolle, C.L.; Evers, B.M.; Mullett, T.W. Improving the quality of cancer care in community hospitals. Ann. Surg. Oncol. 2021, 28, 632–638. Available online: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7854809/ (accessed on 9 July 2024). [CrossRef] [PubMed]
- Andrews, K.A.; Ascher, D.B.; Pires, D.E.; Barnes, D.R.; Vialard, L.; Casey, R.T.; Bradshaw, N.; Adlard, J.; Aylwin, S.; Brennan, P.; et al. Tumour risks and genotype–phenotype correlations associated with germline variants in succinate dehydrogenase subunit genes SDHB, SDHC and SDHD. J. Med. Genet. 2018, 55, 384–394. [Google Scholar] [CrossRef] [PubMed]
- Chan, S.H.; Ni, Y.; Li, S.; Teo, J.X.; Ishak, N.D.B.; Lim, W.K.; Ngeow, J. Spectrum of germline mutations within fanconi Anemia–Associated genes across populations of varying ancestry. JNCI Cancer Spectr. 2021, 5. Available online: https://search.proquest.com/docview/2699703779 (accessed on 7 December 2024). [CrossRef]
- Bhattacharya, P.; Leslie, W.S.; McHugh, T.W. Lynch Syndrome (Hereditary Nonpolyposis Colorectal Cancer). StatPearls Web Site. Available online: https://www.ncbi.nlm.nih.gov/books/NBK431096/ (accessed on 1 February 2025).
- Arrieta, O.; Caballé-Pérez, E.; Hernández-Pedro, N.; Romero-Nuñez, E.; Lucio-Lozada, J.; Castillo-Ruiz, C.; Acevedo-Castillo, K.; Álvarez-Gómez, R.M.; Molina-Garay, C.; Jiménez-Olivares, M.; et al. Prevalence of pathogenic or likely pathogenic germline variants in cancer predisposition genes among selected patients with lung adenocarcinoma: The GERMLUNG study. Lung Cancer 2024, 194, 107864. [Google Scholar] [CrossRef] [PubMed]
- Hall, M.J.; Bernhisel, R.; Hughes, E.; Larson, K.; Rosenthal, E.T.; Singh, N.A.; Lancaster, J.M.; Kurian, A.W. Germline pathogenic variants in the ataxia telangiectasia mutated (ATM) gene are associated with high and moderate risks for multiple cancers. Cancer Prev. Res. 2021, 14, 433–440. Available online: https://www.ncbi.nlm.nih.gov/pubmed/33509806 (accessed on 1 February 2025). [CrossRef]
- Win, A.K.; Reece, J.C.; Dowty, J.G.; Buchanan, D.D.; Clendenning, M.; Rosty, C.; Southey, M.C.; Young, J.P.; Cleary, S.P.; Kim, H.; et al. Risk of extracolonic cancers for people with biallelic and monoallelic mutations in MUTYH. Int. J. Cancer 2016, 139, 1557–1563. [Google Scholar] [CrossRef] [PubMed]
- Bychkovsky, B.L.; Agaoglu, N.B.; Horton, C.; Zhou, J.; Yussuf, A.; Hemyari, P.; Richardson, M.E.; Young, C.; LaDuca, H.; McGuinness, D.L.; et al. Differences in cancer phenotypes among frequent CHEK2 variants and implications for clinical Care—Checking CHEK2. JAMA Oncol. 2022, 8, 1598–1606. [Google Scholar] [CrossRef] [PubMed]
- Yen, T.; Stanich, P.P.; Axell, L.; Patel, S.G. APC-Associated Polyposis Conditions. GeneReviews Web Site. Available online: https://www.ncbi.nlm.nih.gov/books/NBK1345/ (accessed on 2 February 2025).
- Uusitalo, E.; Rantanen, M.; Kallionpää, R.A.; Pöyhönen, M.; Leppävirta, J.; Ylä-Outinen, H.; Riccardi, V.M.; Pukkala, E.; Pitkäniemi, J.; Peltonen, S.; et al. Distinctive cancer associations in patients with neurofibromatosis type 1. J. Clin. Oncol. 2016, 34, 1978–1986. Available online: https://www.ncbi.nlm.nih.gov/pubmed/26926675 (accessed on 29 January 2025). [CrossRef] [PubMed]
- Grolleman, J.E.; de Voer, R.M.; Elsayed, F.A.; Nielsen, M.; Weren, R.D.; Palles, C.; Ligtenberg, M.J.; Vos, J.R.; Broeke, S.W.T.; de Miranda, N.F.; et al. Mutational signature analysis reveals NTHL1 deficiency to cause a multi-tumor phenotype. Cancer Cell. 2019, 35, 256–266.e5. [Google Scholar] [CrossRef] [PubMed]
- Ramus, S.J.; Song, H.; Dicks, E.; Tyrer, J.P.; Rosenthal, A.N.; Intermaggio, M.P.; Fraser, L.; Gentry-Maharaj, A.; Hayward, J.; Philpott, S.; et al. Germline mutations in the BRIP1, BARD1, PALB2, and NBN genes in women with ovarian cancer. JNCI J. Natl. Cancer Inst. 2015, 107, djv214. [Google Scholar] [CrossRef] [PubMed]
- Alenezi, W.M.; Fierheller, C.T.; Recio, N.; Tonin, P.N. Literature review of BARD1 as a cancer predisposing gene with a focus on breast and ovarian cancers. Genes. 2020, 11, 856. Available online: https://www.ncbi.nlm.nih.gov/pubmed/32726901 (accessed on 24 November 2024). [CrossRef] [PubMed]
- Wei, J.; Shi, Z.; Na, R.; Wang, C.-H.; Resurreccion, W.K.; Zheng, S.L.; Hulick, P.J.; Cooney, K.A.; Helfand, B.T.; Isaacs, W.B.; et al. Germline HOXB13 G84E mutation carriers and risk to twenty common types of cancer: Results from the UK biobank. Br. J. Cancer 2020, 123, 1356–1359. Available online: https://link.springer.com/article/10.1038/s41416-020-01036-8 (accessed on 7 December 2024). [CrossRef] [PubMed]
- Piotrowski, A.; Xie, J.; Liu, Y.F.; Poplawski, A.B.; Gomes, A.R.; Madanecki, P.; Fu, C.; Crowley, M.R.; Crossman, D.K.; Armstrong, L.; et al. Germline loss-of-function mutations in LZTR1 predispose to an inherited disorder of multiple schwannomas. Nat. Genet. 2014, 46, 182–187. Available online: https://link.springer.com/article/10.1038/ng.2855 (accessed on 7 December 2024). [CrossRef]
- Cao, K.; Plazzer, J.; Macrae, F. SMAD4 variants and its genotype-phenotype correlations to juvenile polyposis syndrome. Hered. Cancer Clin. Pract. 2023, 21, 27. Available online: https://www.ncbi.nlm.nih.gov/pubmed/38066625 (accessed on 29 January 2025). [CrossRef] [PubMed]
- Yang, C.; Arnold, A.G.; Catchings, A.; Rai, V.; Stadler, Z.K.; Zhang, L. The RAD51D c.82GA variant disrupts normal splicing and is associated with hereditary ovarian cancer. Breast Cancer Res. Treat. 2021, 185, 869. [Google Scholar] [CrossRef] [PubMed]
- Pauley, K.; Koptiuch, C.; Greenberg, S.; Kohlmann, W.; Jeter, J.; Colonna, S.; Werner, T.; Kinsey, C.; Gilcrease, G.; Weis, J.; et al. Discrepancies between tumor genomic profiling and germline genetic testing. ESMO Open 2022, 7, 100526. [Google Scholar] [CrossRef] [PubMed]
- Darabi, S.; Homer, J.P.; Torres, C.B.; Zuazo, C.E.; Dalili-Shoaie, V.; Demeure, M.J.; Braxton, D.R. Somatic profiling prospectively guides germline genetic testing in patients with mutations in high-risk cancer predisposition genes. Oncol. Issues 2024, 39, 67–75. Available online: https://www.proquest.com/docview/3105427880 (accessed on 16 March 2025). [CrossRef]
- Ferla, R.; Calò, V.; Cascio, S.; Rinaldi, G.; Badalamenti, G.; Carreca, I.; Surmacz, E.; Colucci, G.; Bazan, V.; Russo, A. Founder mutations in BRCA1 and BRCA2 genes. Ann. Oncol. 2007, 18 (Suppl. S6), vi93–vi98. Available online: https://api.istex.fr/ark:/67375/HXZ-LWTP0B74-8/fulltext.pdf (accessed on 19 January 2025). [CrossRef]
- Boscolo Bielo, L.; Trapani, D.; Repetto, M.; Crimini, E.; Valenza, C.; Belli, C.; Criscitiello, C.; Marra, A.; Subbiah, V.; Curigliano, G. Variant allele frequency: A decision-making tool in precision oncology? Trends Cancer 2023, 9, 1058–1068. [Google Scholar] [CrossRef] [PubMed]
- US Census Bureau. Available online: https://data.census.gov/ (accessed on 13 January 2025).
- Khan, M.M.M.; Khalil, M.; Stecko, H.; Pawlik, T.M. Disparities in next-generation genetic sequencing among individuals with cancer. Ann. Surg. Oncol. 2024, 32, 650–652. Available online: https://link.springer.com/article/10.1245/s10434-024-16464-6 (accessed on 13 January 2025). [CrossRef] [PubMed]




| Patient Characteristics | Patients with P/LPGVs |
|---|---|
| Total (n = 75) | |
| Age at diagnosis | |
| 30–44 yo | 7 (9%) |
| 45–54 yo | 6 (8%) |
| 55–64 yo | 30 (40%) |
| 65–74 yo | 16 (21%) |
| 75–84 yo | 13 (17%) |
| 85–100 yo | 3 (4%) |
| Gender | |
| Male | 21 (28%) |
| Female | 54 (72%) |
| Race/Ethnicity (Reading Hospital only) | |
| Caucasian | 18 (82%) |
| African American | 2 (9%) |
| Hispanic | 2 (9%) |
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Moncado, S.; Darabi, S.; Ivankovic, D.; Boccuto, L. The Concordance of Secondary Pathogenic Germline Variants Identified by Tumor Genomic Profiling in Adult Solid Tumor Patients at Two US Community Cancer Centers. Genes 2025, 16, 1476. https://doi.org/10.3390/genes16121476
Moncado S, Darabi S, Ivankovic D, Boccuto L. The Concordance of Secondary Pathogenic Germline Variants Identified by Tumor Genomic Profiling in Adult Solid Tumor Patients at Two US Community Cancer Centers. Genes. 2025; 16(12):1476. https://doi.org/10.3390/genes16121476
Chicago/Turabian StyleMoncado, Sarah, Sourat Darabi, Diana Ivankovic, and Luigi Boccuto. 2025. "The Concordance of Secondary Pathogenic Germline Variants Identified by Tumor Genomic Profiling in Adult Solid Tumor Patients at Two US Community Cancer Centers" Genes 16, no. 12: 1476. https://doi.org/10.3390/genes16121476
APA StyleMoncado, S., Darabi, S., Ivankovic, D., & Boccuto, L. (2025). The Concordance of Secondary Pathogenic Germline Variants Identified by Tumor Genomic Profiling in Adult Solid Tumor Patients at Two US Community Cancer Centers. Genes, 16(12), 1476. https://doi.org/10.3390/genes16121476

