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Trendowski MR, Lusk CM, Wenzlaff AS, Neslund-Dudas C, Purrington KS, Beebe-Dimmer JL, Schwartz AG. Association of Germline Pathogenic Variants in MUTYH and Other DNA Damage Response Genes With Lung Cancer Risk Among Non-Hispanic Whites and African Americans. JCO Precis Oncol 2025; 9:e2400558. [PMID: 39854657 PMCID: PMC11771983 DOI: 10.1200/po-24-00558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 11/19/2024] [Accepted: 12/17/2024] [Indexed: 01/26/2025] Open
Abstract
PURPOSE Although lung cancer is one of the most common malignancies, the underlying genetics regarding susceptibility remain poorly understood. We characterized the spectrum of pathogenic/likely pathogenic (P/LP) germline variants within DNA damage response (DDR) genes among lung cancer cases and controls in non-Hispanic Whites (NHWs) and African Americans (AAs). MATERIALS AND METHODS Rare, germline variants in 67 DDR genes with evidence of pathogenicity were identified using the ClinVar database. These P/LP variants were genotyped in a sample of 3,040 lung cancer cases and controls from the Inflammation, Health, Ancestry, and Lung Epidemiology study (NHW: n = 1,915; AA: n = 1,125) and were tested for their association with lung cancer using multivariate logistic regression adjusting for age, sex, pack-years, and race. RESULTS We identified 49 unique rare P/LP variants in 21 genes among 156 carriers. Approximately 5.9% of lung cancer cases and 4.2% of controls carried at least one P/LP variant. P/LP variants in DDR genes were more common in lung cancer cases, particularly those diagnosed with adenocarcinoma (odds ratio [OR], 1.46 [95% CI, 1.00 to 2.14]). MUTYH variants were associated with lung cancer overall (OR, 1.82 [95% CI, 1.10 to 3.12]), with the strongest associations among never smokers (OR, 3.37 [95% CI, 1.08 to 10.26]), and in individuals who do not meet current USPSTF screening criteria (OR, 2.85 [95% CI, 1.20 to 7.53]). CONCLUSION Germline variants in DDR genes appear to be associated with lung cancer, particularly when examined by gene subtype and morphologic subtype. MUTYH, a gene historically associated with colorectal and other GI malignancies, emerged as a candidate gene that should be examined in individuals who do not have a significant smoking history.
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Affiliation(s)
- Matthew R. Trendowski
- Karmanos Cancer Institute and Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Christine M. Lusk
- Karmanos Cancer Institute and Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Angela S. Wenzlaff
- Karmanos Cancer Institute and Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA
| | | | - Kristen S. Purrington
- Karmanos Cancer Institute and Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Jennifer L. Beebe-Dimmer
- Karmanos Cancer Institute and Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Ann G. Schwartz
- Karmanos Cancer Institute and Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA
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Young CL, Beichman AC, Mas Ponte D, Hemker SL, Zhu L, Kitzman JO, Shirts BH, Harris K. A maternal germline mutator phenotype in a family affected by heritable colorectal cancer. Genetics 2024; 228:iyae166. [PMID: 39403956 PMCID: PMC11631438 DOI: 10.1093/genetics/iyae166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Accepted: 10/11/2024] [Indexed: 10/23/2024] Open
Abstract
Variation in DNA repair genes can increase cancer risk by elevating the rate of oncogenic mutation. Defects in one such gene, MUTYH, are known to elevate the incidence of colorectal cancer in a recessive Mendelian manner. Recent evidence has also linked MUTYH to a mutator phenotype affecting normal somatic cells as well as the female germline. Here, we use whole genome sequencing to measure germline de novo mutation rates in a large extended family containing both mothers and fathers who are affected by pathogenic MUTYH variation. By developing novel methodology that uses siblings as "surrogate parents" to identify de novo mutations, we were able to include mutation data from several children whose parents were unavailable for sequencing. In the children of mothers affected by the pathogenic MUTYH genotype p.Y179C/V234M, we identify an elevation of the C>A mutation rate that is weaker than mutator effects previously reported to be caused by other pathogenic MUTYH genotypes, suggesting that mutation rates in normal tissues may be useful for classifying cancer-associated variation along a continuum of severity. Surprisingly, we detect no significant elevation of the C>A mutation rate in children born to a father with the same MUTYH genotype, and we similarly find that the mutator effect of the mouse homolog Mutyh appears to be localized to embryonic development, not the spermatocytes. Our results suggest that maternal MUTYH variants can cause germline mutations by attenuating the repair of oxidative DNA damage in the early embryo.
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Affiliation(s)
- Candice L Young
- Department of Genome Sciences, University of Washington, 3720 15th Ave NE, Seattle, WA 98195, USA
- Department of Molecular and Cellular Biology, University of Washington, 1705 NE Pacific St, Seattle, WA 98195, USA
| | - Annabel C Beichman
- Department of Genome Sciences, University of Washington, 3720 15th Ave NE, Seattle, WA 98195, USA
| | - David Mas Ponte
- Department of Genome Sciences, University of Washington, 3720 15th Ave NE, Seattle, WA 98195, USA
| | - Shelby L Hemker
- Department of Human Genetics, University of Michigan, 1241 Catherine St, Ann Arbor, MI 48109, USA
| | - Luke Zhu
- Department of Genome Sciences, University of Washington, 3720 15th Ave NE, Seattle, WA 98195, USA
- Department of Bioengineering, University of Washington, 3720 15th Ave NE, Seattle, WA 98195, USA
| | - Jacob O Kitzman
- Department of Human Genetics, University of Michigan, 1241 Catherine St, Ann Arbor, MI 48109, USA
| | - Brian H Shirts
- Department of Laboratory Medicine and Pathology, University of Washington, 1959 NE Pacific St, Seattle, WA 98195, USA
| | - Kelley Harris
- Department of Genome Sciences, University of Washington, 3720 15th Ave NE, Seattle, WA 98195, USA
- Herbold Computational Biology Program, Fred Hutchinson Cancer Center, P.O. Box 19024, Seattle, WA 98109, USA
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P P, Kumari S, Kumar S, Muthuswamy S. Comprehensive exploration on the role of base excision repair genes in modulating immune infiltration in low-grade glioma. Pathol Res Pract 2024; 262:155559. [PMID: 39216321 DOI: 10.1016/j.prp.2024.155559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 08/11/2024] [Accepted: 08/23/2024] [Indexed: 09/04/2024]
Abstract
INTRODUCTION Glioma is a brain tumour occurring in all age groups but common in adults. Despite advances in the understanding of tumours, we cannot improve the survival of the patients and do not have an appropriate biomarker for progression and prognosis prediction. The base excision repair mechanism maintains the integrity of the genome, preventing tumour formation. However, continuous chemical damage to the cells results in mutations that escape the repair mechanism and support tumour growth. The tumour microenvironment in cancer is crucial in determining the tumour growth, development, and response to treatments. The present study explored the significance of Base Excision Repair genes (BER) in modulating the tumour microenvironment. METHODS We used the publically available data sets from the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) to explore the role of the base excision repair gene in the modulating tumour microenvironment. The data was analysed for the expression of base excision repair genes, their correlation with the immune markers, their prognostic potential, and enrichment analysis to understand the pathways they modulate in low-grade glioma (LGG) progression. RESULTS The analysis showed BER genes contribute an integral role in the overall and disease-free survival of LGG. Genes like MUTYH, PNKP, UNG and XRCC1 showed a correlation with the immune infiltration levels and a significant correlation with various immune markers associated with different immune cells, including tumour-associated macrophages. MUTYH, UNG and XRCC1 correlated with IDH1 mutation status, and functional enrichment analysis showed that these genes are enriched in several pathways like Wnt, PD-1 and Integrin signalling. CONCLUSION Our findings suggest that the BER genes MUTYH, PNKP, UNG and XRCC1 can potentially be prognostic biomarkers and highly correlate with the immune cells of the tumour microenvironment.
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Affiliation(s)
- Parthipan P
- Human Molecular Genetics Lab, Department of Life Science, National Institute of Technology Rourkela, Odisha 769008, India
| | - Subhadra Kumari
- Human Molecular Genetics Lab, Department of Life Science, National Institute of Technology Rourkela, Odisha 769008, India
| | - Santosh Kumar
- RNA Biology Lab, Department of Life Science, National Institute of Technology Rourkela, Odisha 769008, India
| | - Srinivasan Muthuswamy
- Human Molecular Genetics Lab, Department of Life Science, National Institute of Technology Rourkela, Odisha 769008, India.
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Mehdi M, Szabo A, Shreenivas A, Thomas JP, Tsai S, Christians KK, Evans DB, Clarke CN, Hall WA, Erickson B, Ahmed G, Thapa B, McFall T, George B, Kurzrock R, Kamgar M. Chemotherapy-free treatment targeting fusions and driver mutations in KRAS wild-type pancreatic ductal adenocarcinoma, a case series. Ther Adv Med Oncol 2024; 16:17588359241253113. [PMID: 38770091 PMCID: PMC11104030 DOI: 10.1177/17588359241253113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 04/18/2024] [Indexed: 05/22/2024] Open
Abstract
Background KRAS wild-type (WT) pancreatic ductal adenocarcinoma (PDAC) represents a distinct entity with unique biology. The therapeutic impact of matched targeted therapy in these patients in a real-world setting, to date, is less established. Objectives The aim of our study was to review our institutional database to identify the prevalence of actionable genomic alterations in patients with KRAS-WT tumors and to evaluate the therapeutic impact of matched targeted therapy in these patients. Design We reviewed electronic medical records of patients with KRAS-WT PDAC and advanced disease (n = 14) who underwent clinical-grade tissue ± liquid next-generation sequencing (315-648 genes for tissue) between years 2015 and 2021. Methods Demographic and disease characteristics were summarized using descriptive parameters. Progression-free survival (PFS) and overall survival (OS) were estimated using the Kaplan-Meier method. Results Of 236 PDAC patients, 14 had advanced/metastatic disease with KRAS-WT tumors. Median age at diagnosis was 66 years. There was a high frequency of potentially actionable genomic alterations, including three (21%) with BRAF alterations, two (14%) with fusions [RET-PCM1 and FGFR2-POC1B (N = 1 each)]; and one with a druggable EGFR (EGFR E746_A755delISERD) variant; two other patients had an STK11 and a MUTYH alteration. Five patients were treated with matched targeted therapy, with three having durable benefit: (i) erlotinib for EGFR-altered tumor, followed by osimertinib/capmatinib when MET amplification emerged (first-line therapy); (ii) pralsetinib for RET fusion (fifth line); and (iii) dabrafenib/trametinib for BRAF N486_P490del (third line). Duration of time on chemotherapy-free matched targeted therapy for these patients was 17+, 11, and 18+ months, respectively. Conclusion Sustained therapeutic benefit can be achieved in a real-world setting in a subset of patients with advanced/metastatic KRAS-WT PDAC treated with chemotherapy-free matched targeted agents. Prospective studies are warranted.
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Affiliation(s)
- Maahum Mehdi
- Department of Medicine, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - Aniko Szabo
- Division of Biostatistics, Institute for Health and Equity, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - Aditya Shreenivas
- Division of Hematology and Oncology, Department of Medicine, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - James P. Thomas
- Division of Hematology and Oncology, Department of Medicine, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - Susan Tsai
- Department of Surgery, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - Kathleen K. Christians
- Department of Surgery, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - Douglas B. Evans
- Department of Surgery, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - Callisia N. Clarke
- Department of Surgery, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - William A. Hall
- Department of Radiation Oncology, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - Beth Erickson
- Department of Radiation Oncology, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - Gulrayz Ahmed
- Division of Hematology and Oncology, Department of Medicine, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - Bicky Thapa
- Division of Hematology and Oncology, Department of Medicine, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - Thomas McFall
- Department of Biochemistry, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - Ben George
- Division of Hematology and Oncology, Department of Medicine, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - Razelle Kurzrock
- Division of Hematology and Oncology, Department of Medicine, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, Milwaukee, WI, USA
| | - Mandana Kamgar
- Division of Hematology and Oncology, Department of Medicine, Medical College of Wisconsin and the LaBahn Pancreatic Cancer Program, 9200 West Wisconsin Avenue, Milwaukee, WI 53226, USA
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Hutchcraft ML, Zhang S, Lin N, Pickarski JC, Belcher EA, Wei S, Bocklage T, Miller RW, Villano JL, Cavnar MJ, Kim J, Arnold SM, Ueland FR, Kolesar JM. Feasibility and Clinical Utility of Reporting Hereditary Cancer Predisposition Pathogenic Variants Identified in Research Germline Sequencing: A Prospective Interventional Study. JCO Precis Oncol 2024; 8:e2300266. [PMID: 38295319 PMCID: PMC10843325 DOI: 10.1200/po.23.00266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 11/02/2023] [Accepted: 12/04/2023] [Indexed: 02/02/2024] Open
Abstract
PURPOSE Patients with cancer frequently undergo research-grade germline sequencing but clinically actionable results are not routinely disclosed. The objective of this study is to evaluate the feasibility of reporting clinically relevant secondary findings (SF) identified in germline research sequencing using the institutional molecular tumor board (MTB) and the treating oncology physician. METHODS This prospective, interventional cohort study enrolled Total Cancer Care participants with any cancer diagnosis at a single institution. Patients underwent research-grade germline whole-exome sequencing, with bioinformatic analysis in a Clinical Laboratory Improvement Amendments-certified laboratory to verify pathogenic/likely pathogenic germline variants (PGVs) in any American College of Medical Genomics and Genetics SF v2.0 genes. After a protocol modification in consenting patients, the MTB reported PGVs to treating oncology physicians with recommendations for referral to a licensed genetic counselor and clinical confirmatory testing. RESULTS Of the 781 enrolled participants, 32 (4.1%) harbored cancer predisposition PGVs, 24 (3.1%) were heterozygous carriers of an autosomal recessive cancer predisposition syndrome, and 14 (1.8%) had other hereditary disease PGVs. Guideline-directed testing would have missed 37.5% (12/32) of the inherited cancer predisposition PGVs, which included BRCA1, BRCA2, MSH6, SDHAF2, SDHB, and TP53 variants. Three hundred fifteen participants consented to reporting results; results for all living patients were reported to the clinical team with half referred to a licensed genetic counselor. There was concordance between all research variants identified in patients (n = 9) who underwent clinical confirmatory sequencing. CONCLUSION MTB reporting of research-grade germline sequencing to the clinical oncology team is feasible. Over a third of PGVs identified using a universal testing strategy would have been missed by guideline-based approach, suggesting a role for expanding germline testing.
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Affiliation(s)
- Megan L. Hutchcraft
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of Kentucky Markey Comprehensive Cancer Center, Lexington, KY
| | - Shulin Zhang
- Department of Pathology and Laboratory Medicine University of Kentucky Chandler Medical Center, Lexington, KY
- Markey Comprehensive Cancer Center, University of Kentucky, Lexington, KY
| | - Nan Lin
- Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, Lexington, KY
| | | | - Elizabeth A. Belcher
- Department of Clinical Research, University of Kentucky Markey Comprehensive Cancer Center, Lexington, KY
| | - Sainan Wei
- Department of Pathology and Laboratory Medicine University of Kentucky Chandler Medical Center, Lexington, KY
| | - Thèrése Bocklage
- Department of Pathology and Laboratory Medicine University of Kentucky Chandler Medical Center, Lexington, KY
| | - Rachel W. Miller
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of Kentucky Markey Comprehensive Cancer Center, Lexington, KY
| | - John L. Villano
- Division of Medical Oncology, Department of Internal Medicine, University of Kentucky Markey Comprehensive Cancer Center, Lexington, KY
| | - Michael J. Cavnar
- Division of Surgical Oncology, Department of Surgery, University of Kentucky Markey Comprehensive Cancer Center, Lexington, KY
| | - Joseph Kim
- Division of Surgical Oncology, Department of Surgery, University of Kentucky Markey Comprehensive Cancer Center, Lexington, KY
| | - Susanne M. Arnold
- Division of Medical Oncology, Department of Internal Medicine, University of Kentucky Markey Comprehensive Cancer Center, Lexington, KY
| | - Frederick R. Ueland
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of Kentucky Markey Comprehensive Cancer Center, Lexington, KY
| | - Jill M. Kolesar
- Markey Comprehensive Cancer Center, University of Kentucky, Lexington, KY
- Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, Lexington, KY
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Sukpan P, Sangkhathat S, Sriplung H, Laochareonsuk W, Choochuen P, Auseng N, Khoonjan W, Salaeh R, Thangnaphadol K, Wanawanakorn K, Kanokwiroon K. Exome Sequencing Reveals Novel Germline Variants in Breast Cancer Patients in the Southernmost Region of Thailand. J Pers Med 2023; 13:1587. [PMID: 38003901 PMCID: PMC10672121 DOI: 10.3390/jpm13111587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 11/02/2023] [Accepted: 11/06/2023] [Indexed: 11/26/2023] Open
Abstract
Germline carriers of pathogenic variants in cancer susceptibility genes are at an increased risk of breast cancer (BC). We characterized germline variants in a cohort of 151 patients diagnosed with epithelial BC in the southernmost region of Thailand, where the predominant ethnicity differs from that of the rest of the country. Whole exome sequencing was used to identify and subsequently filter variants present in 26 genes known to be associated with cancer predisposition. Of the 151 individuals assessed, 23, corresponding to 15.2% of the sample, exhibited the presence of one or more pathogenic or likely pathogenic variants associated with BC susceptibility. We identified novel germline truncating variants in BRIP1, CHEK2, MSH6, PALB2, and PTEN and annotated variants of uncertain significance (VUSs), both novel and previously documented. Therefore, it is advisable to use genetic testing as an additional risk screening method for BC in this area.
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Affiliation(s)
- Panupong Sukpan
- Department of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand; (P.S.); (S.S.); (W.L.); (P.C.)
- Medical Education Center, Naradhiwas Rajanagarindra Hospital, Narathiwat 96000, Thailand; (N.A.); (W.K.)
| | - Surasak Sangkhathat
- Department of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand; (P.S.); (S.S.); (W.L.); (P.C.)
- Translational Medicine Research Center, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
| | - Hutcha Sriplung
- Department of Epidemiology, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand;
| | - Wison Laochareonsuk
- Department of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand; (P.S.); (S.S.); (W.L.); (P.C.)
| | - Pongsakorn Choochuen
- Department of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand; (P.S.); (S.S.); (W.L.); (P.C.)
| | - Nasuha Auseng
- Medical Education Center, Naradhiwas Rajanagarindra Hospital, Narathiwat 96000, Thailand; (N.A.); (W.K.)
| | - Weerawan Khoonjan
- Medical Education Center, Naradhiwas Rajanagarindra Hospital, Narathiwat 96000, Thailand; (N.A.); (W.K.)
| | - Rusta Salaeh
- Department of Surgery, Pattani Hospital, Pattani 94000, Thailand;
| | | | | | - Kanyanatt Kanokwiroon
- Department of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand; (P.S.); (S.S.); (W.L.); (P.C.)
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Petronek MS, Allen BG. Maintenance of genome integrity by the late-acting cytoplasmic iron-sulfur assembly (CIA) complex. Front Genet 2023; 14:1152398. [PMID: 36968611 PMCID: PMC10031043 DOI: 10.3389/fgene.2023.1152398] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 02/24/2023] [Indexed: 03/29/2023] Open
Abstract
Iron-sulfur (Fe-S) clusters are unique, redox-active co-factors ubiquitous throughout cellular metabolism. Fe-S cluster synthesis, trafficking, and coordination result from highly coordinated, evolutionarily conserved biosynthetic processes. The initial Fe-S cluster synthesis occurs within the mitochondria; however, the maturation of Fe-S clusters culminating in their ultimate insertion into appropriate cytosolic/nuclear proteins is coordinated by a late-acting cytosolic iron-sulfur assembly (CIA) complex in the cytosol. Several nuclear proteins involved in DNA replication and repair interact with the CIA complex and contain Fe-S clusters necessary for proper enzymatic activity. Moreover, it is currently hypothesized that the late-acting CIA complex regulates the maintenance of genome integrity and is an integral feature of DNA metabolism. This review describes the late-acting CIA complex and several [4Fe-4S] DNA metabolic enzymes associated with maintaining genome stability.
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Clinical Impact of Next-Generation Sequencing Multi-Gene Panel Highlighting the Landscape of Germline Alterations in Ovarian Cancer Patients. Int J Mol Sci 2022; 23:ijms232415789. [PMID: 36555431 PMCID: PMC9779064 DOI: 10.3390/ijms232415789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/01/2022] [Accepted: 12/08/2022] [Indexed: 12/15/2022] Open
Abstract
BRCA1 and BRCA2 are the most frequently mutated genes in ovarian cancer (OC) crucial both for the identification of cancer predisposition and therapeutic choices. However, germline variants in other genes could be involved in OC susceptibility. We characterized OC patients to detect mutations in genes other than BRCA1/2 that could be associated with a high risk of developing OC and permit patients to enter the most appropriate treatment and surveillance program. Next-generation sequencing analysis with a 94-gene panel was performed on germline DNA of 219 OC patients. We identified 34 pathogenic/likely pathogenic variants in BRCA1/2 and 38 in other 21 genes. The patients with pathogenic/likely pathogenic variants in the non-BRCA1/2 genes mainly developed OC alone compared to the other groups that also developed breast cancer or other tumors (p = 0.001). Clinical correlation analysis showed that the low-risk patients were significantly associated with platinum sensitivity (p < 0.001). Regarding PARP inhibitors (PARPi) response, the patients with pathogenic mutations in the non-BRCA1/2 genes had worse PFS and OS. Moreover, a statistically significantly worse PFS was found for every increase of one thousand platelets before PARPi treatment. To conclude, knowledge about molecular alterations in genes beyond BRCA1/2 in OC could allow for more personalized diagnostic, predictive, prognostic, and therapeutic strategies for OC patients.
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9
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MUTYH is a potential prognostic biomarker and correlates with immune infiltrates in hepatocellular carcinoma. LIVER RESEARCH 2022. [DOI: 10.1016/j.livres.2022.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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10
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Vickridge E, Faraco CCF, Tehrani PS, Ramdzan ZM, Djerir B, Rahimian H, Leduy L, Maréchal A, Gingras AC, Nepveu A. The DNA repair function of BCL11A suppresses senescence and promotes continued proliferation of triple-negative breast cancer cells. NAR Cancer 2022; 4:zcac028. [PMID: 36186110 PMCID: PMC9516615 DOI: 10.1093/narcan/zcac028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 09/08/2022] [Accepted: 09/26/2022] [Indexed: 11/13/2022] Open
Abstract
We identified the BCL11A protein in a proximity-dependent biotinylation screen performed with the DNA glycosylase NTHL1. In vitro, DNA repair assays demonstrate that both BCL11A and a small recombinant BCL11A160-520 protein that is devoid of DNA binding and transcription regulatory domains can stimulate the enzymatic activities of two base excision repair enzymes: NTHL1 and DNA Pol β. Increased DNA repair efficiency, in particular of the base excision repair pathway, is essential for many cancer cells to proliferate in the presence of elevated reactive oxygen species (ROS) produced by cancer-associated metabolic changes. BCL11A is highly expressed in triple-negative breast cancers (TNBC) where its knockdown was reported to reduce clonogenicity and cause tumour regression. We show that BCL11A knockdown in TNBC cells delays repair of oxidative DNA damage, increases the number of oxidized bases and abasic sites in genomic DNA, slows down proliferation and induces cellular senescence. These phenotypes are rescued by ectopic expression of the short BCL11A160-520 protein. We further show that the BCL11A160-520 protein accelerates the repair of oxidative DNA damage and cooperates with RAS in cell transformation assays, thereby enabling cells to avoid senescence and continue to proliferate in the presence of high ROS levels.
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Affiliation(s)
- Elise Vickridge
- Goodman Cancer Institute, McGill University, 1160 Pine Avenue West, Montreal, Québec H3A 1A3, Canada
| | - Camila C F Faraco
- Department of Biochemistry, McGill University, 1160 Pine Avenue West, Montreal, Québec H3A 1A3, Canada
| | - Payman S Tehrani
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Department of Molecular Genetics, University of Toronto, Toronto, Canada
| | - Zubaidah M Ramdzan
- Goodman Cancer Institute, McGill University, 1160 Pine Avenue West, Montreal, Québec H3A 1A3, Canada
| | - Billel Djerir
- Centre de Recherche du Centre Hospitalier Universitaire de Sherbrooke, Faculté de médecine et des sciences de la santé, Université de Sherbrooke, Sherbrooke, Québec, J1K 2R1, Canada
| | - Hedyeh Rahimian
- Department of Biochemistry, McGill University, 1160 Pine Avenue West, Montreal, Québec H3A 1A3, Canada
| | - Lam Leduy
- Goodman Cancer Institute, McGill University, 1160 Pine Avenue West, Montreal, Québec H3A 1A3, Canada
| | - Alexandre Maréchal
- Centre de Recherche du Centre Hospitalier Universitaire de Sherbrooke, Faculté de médecine et des sciences de la santé, Université de Sherbrooke, Sherbrooke, Québec, J1K 2R1, Canada
| | - Anne-Claude Gingras
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Department of Molecular Genetics, University of Toronto, Toronto, Canada
| | - Alain Nepveu
- To whom correspondence should be addressed. Tel: +1 514 398 5839; Fax: +1 514 398 6769;
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Goebel EA, Kerkhof J, Dzyubak O, McLachlin CM, McGee J, Sadikovic B. Examining the Diagnostic Yield of Tumour Testing and Qualifying Germline Concordance for Hereditary Cancer Variants in Patients with High-Grade Serous Carcinoma. Genes (Basel) 2022; 13:genes13081398. [PMID: 36011309 PMCID: PMC9407448 DOI: 10.3390/genes13081398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 07/28/2022] [Accepted: 08/02/2022] [Indexed: 11/16/2022] Open
Abstract
Despite advances in treatment, prognosis for most patients with high-grade serous carcinoma (HGSC) remains poor. Genomic alterations in the homologous recombination (HR) pathway are used for cancer risk assessment and render tumours sensitive to platinum-based chemotherapy and poly (ADP-ribose) polymerase inhibitors (PARPi), which can be associated with more favourable outcomes. In addition to patients with tumours containing BRCA1 or BRCA2 pathologic variants, there is emerging evidence that patients with tumours harbouring pathologic variants in other HR genes may also benefit from PARPi therapy. The objective of this study is to assess the feasibility of primary-tumour testing by examining the concordance of variant detection between germline and tumour-variant status using a custom hereditary cancer gene panel (HCP). From April 2019 to November 2020, HCP variant testing was performed on 146 HGSC formalin-fixed, paraffin-embedded tissue samples using next-generation sequencing. Of those, 78 patients also underwent HCP germline testing using blood samples. A pathogenic variant was detected in 41.1% (60/146) of tumours tested, with 68.3% (41/60) having either a BRCA1 or BRCA2 variant (n = 36), or BRCA1/2 plus a second variant (n = 5), and 31.2% (19/60) carrying a pathogenic variant in another HCP gene. The overall variant rate among the paired germline and tumour samples was 43.6% (34/78), with the remaining 56% (44/78) having no pathogenic variant detected in the germline or tumour. The overall BRCA1/2 variant rate for paired samples was 33.3% (26/78), with germline variants detected in 11.5% (9/78). A non-BRCA1/2 germline variant in another HCP gene was detected in 9.0% (7/78). All germline variants were detected in the tumour, demonstrating 100% concordance. These data provide evidence supporting the feasibility of primary-tumour testing for detecting germline and somatic variants in HCP genes in patients with HGSC, which can be used to guide clinical decision-making, and may provide opportunity for improving patient triage and clinical genetic referral practices.
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Affiliation(s)
- Emily A. Goebel
- Department of Pathology and Laboratory Medicine, London Health Sciences Centre, London, ON N6A 5A5, Canada
- Department of Pathology and Laboratory Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 5C1, Canada
- Correspondence: (E.A.G.); (B.S.)
| | - Jennifer Kerkhof
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Oleksandra Dzyubak
- Department of Obstetrics and Gynecology, London Health Sciences Centre and Schulich School of Medicine and Dentistry, Western University, London, ON N6A 5W9, Canada
| | - C. Meg McLachlin
- Department of Pathology and Laboratory Medicine, London Health Sciences Centre, London, ON N6A 5A5, Canada
- Department of Pathology and Laboratory Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 5C1, Canada
| | - Jacob McGee
- Department of Obstetrics and Gynecology, London Health Sciences Centre and Schulich School of Medicine and Dentistry, Western University, London, ON N6A 5W9, Canada
| | - Bekim Sadikovic
- Department of Pathology and Laboratory Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 5C1, Canada
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
- Correspondence: (E.A.G.); (B.S.)
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12
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Vickridge E, Faraco CCF, Nepveu A. Base excision repair accessory factors in senescence avoidance and resistance to treatments. CANCER DRUG RESISTANCE (ALHAMBRA, CALIF.) 2022; 5:703-720. [PMID: 36176767 PMCID: PMC9511810 DOI: 10.20517/cdr.2022.36] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 05/20/2022] [Accepted: 05/26/2022] [Indexed: 06/16/2023]
Abstract
Cancer cells, in which the RAS and PI3K pathways are activated, produce high levels of reactive oxygen species (ROS), which cause oxidative DNA damage and ultimately cellular senescence. This process has been documented in tissue culture, mouse models, and human pre-cancerous lesions. In this context, cellular senescence functions as a tumour suppressor mechanism. Some rare cancer cells, however, manage to adapt to avoid senescence and continue to proliferate. One well-documented mode of adaptation involves increased production of antioxidants often associated with inactivation of the KEAP1 tumour suppressor gene and the resulting upregulation of the NRF2 transcription factor. In this review, we detail an alternative mode of adaptation to oxidative DNA damage induced by ROS: the increased activity of the base excision repair (BER) pathway, achieved through the enhanced expression of BER enzymes and DNA repair accessory factors. These proteins, exemplified here by the CUT domain proteins CUX1, CUX2, and SATB1, stimulate the activity of BER enzymes. The ensued accelerated repair of oxidative DNA damage enables cancer cells to avoid senescence despite high ROS levels. As a by-product of this adaptation, these cancer cells exhibit increased resistance to genotoxic treatments including ionizing radiation, temozolomide, and cisplatin. Moreover, considering the intrinsic error rate associated with DNA repair and translesion synthesis, the elevated number of oxidative DNA lesions caused by high ROS leads to the accumulation of mutations in the cancer cell population, thereby contributing to tumour heterogeneity and eventually to the acquisition of resistance, a major obstacle to clinical treatment.
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Affiliation(s)
- Elise Vickridge
- Goodman Cancer Institute, McGill University, 1160 Pine avenue West, Montreal, Québec H3A 1A3, Canada
- These authors contributed equally to this work
| | - Camila C. F. Faraco
- Goodman Cancer Institute, McGill University, 1160 Pine avenue West, Montreal, Québec H3A 1A3, Canada
- Departments of Biochemistry, McGill University, 1160 Pine avenue West, Montreal, Québec H3A 1A3, Canada
- These authors contributed equally to this work
| | - Alain Nepveu
- Goodman Cancer Institute, McGill University, 1160 Pine avenue West, Montreal, Québec H3A 1A3, Canada
- Departments of Biochemistry, McGill University, 1160 Pine avenue West, Montreal, Québec H3A 1A3, Canada
- Medicine, McGill University, 1160 Pine avenue West, Montreal, Québec H3A 1A3, Canada
- Oncology, McGill University, 1160 Pine avenue West, Montreal, Québec H3A 1A3, Canada
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13
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Saugstad AA, Petry N, Hajek C. Pharmacogenetic Review: Germline Genetic Variants Possessing Increased Cancer Risk With Clinically Actionable Therapeutic Relationships. Front Genet 2022; 13:857120. [PMID: 35685436 PMCID: PMC9170921 DOI: 10.3389/fgene.2022.857120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 04/27/2022] [Indexed: 11/30/2022] Open
Abstract
As our understanding of genomics and genetic testing continues to advance, the personalization of medical decision making is progressing simultaneously. By carefully crafting medical care to fit the specific needs of the individual, patients can experience better long-term outcomes, reduced toxicities, and improved healthcare experiences. Genetic tests are frequently ordered to help diagnose a clinical presentation and even to guide surveillance. Through persistent investigation, studies have begun to delineate further therapeutic implications based upon unique relationships with genetic variants. In this review, a pre-emptive approach is taken to understand the existing evidence of relationships between specific genetic variants and available therapies. The review revealed an array of diverse relationships, ranging from well-documented clinical approaches to investigative findings with potential for future application. Therapeutic agents identified in the study ranged from highly specific targeted therapies to agents possessing similar risk factors as a genetic variant. Working in conjunction with national standardized treatment approaches, it is critical that physicians appropriately consider these relationships when developing personalized treatment plans for their patients.
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Affiliation(s)
- Austin A. Saugstad
- Kansas City University, College of Osteopathic Medicine, Kansas City, MO, United States
- *Correspondence: Austin A. Saugstad,
| | - Natasha Petry
- Sanford Health Imagenetics, Sioux Falls, SD, United States
- Department of Pharmacy Practice, College of Health Professions, North Dakota State University, Fargo, ND, United States
| | - Catherine Hajek
- Sanford Health Imagenetics, Sioux Falls, SD, United States
- University of South Dakota, Sanford School of Medicine, Department of Internal Medicine, Sioux Falls, SD, United States
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14
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Kostov S, Watrowski R, Kornovski Y, Dzhenkov D, Slavchev S, Ivanova Y, Yordanov A. Hereditary Gynecologic Cancer Syndromes - A Narrative Review. Onco Targets Ther 2022; 15:381-405. [PMID: 35422633 PMCID: PMC9005127 DOI: 10.2147/ott.s353054] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 03/18/2022] [Indexed: 12/11/2022] Open
Abstract
Hereditary cancer syndromes are defined as syndromes, where the genetics of cancer are the result of low penetrant polymorphisms or of a single gene disorder inherited in a mendelian fashion. During the last decade, compelling evidence has accumulated that approximately 5-10% of all cancers could be attributed to hereditary cancer syndromes. A tremendous progress has been made over the last decade in the evaluation and management of these syndromes. However, hereditary syndromes associated with gynecologic malignancies still present significant challenge for oncogynecologists. Oncogynecologists tend to pay more attention to staging, histological type and treatment options of gynecological cancers than thinking of inherited cancers and taking a detailed family history. Moreover, physicians should also be familiar with screening strategies in patients with inherited gynecological cancers. Lynch syndrome and hereditary breast-ovarian cancer syndrome are the most common and widely discussed syndromes in medical literature. The aim of the present review article is to delineate and emphasize the majority of hereditary gynecological cancer syndromes, even these, which are rarely reported in oncogynecology. The following inherited cancers are briefly discussed: Lynch syndrome; "site-specific" ovarian cancer and hereditary breast-ovarian cancer syndrome; Cowden syndrome; Li-Fraumeni syndrome; Peutz-Jeghers syndrome; ataxia-telangiectasia; DICER1- syndrome; gonadal dysgenesis; tuberous sclerosis; multiple endocrine neoplasia type I, II; hereditary small cell carcinoma of the ovary, hypercalcemic type and hereditary undifferentiated uterine sarcoma; hereditary diffuse gastric cancer and MUTYH-associated polyposis. Epidemiology, pathogenesis, diagnosis, pathology and screening of these syndromes are discussed. General treatment recommendations are beyond the scope of this review.
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Affiliation(s)
- Stoyan Kostov
- Department of Gynecology, University Hospital "Saint Anna", Medical University "Prof. Dr. Paraskev Stoyanov", Varna, Bulgaria.,Faculty of Health Care, Medical University Pleven, Pleven, Bulgaria
| | - Rafał Watrowski
- Faculty of Medicine, University of Freiburg, Freiburg, 79106, Germany
| | - Yavor Kornovski
- Department of Gynecology, University Hospital "Saint Anna", Medical University "Prof. Dr. Paraskev Stoyanov", Varna, Bulgaria
| | - Deyan Dzhenkov
- Department of General and Clinical Pathology, Forensic Medicine and Deontology, Division of General and Clinical Pathology, Faculty of Medicine, Medical University "Prof. Dr. Paraskev Stoyanov", Varna, Bulgaria
| | - Stanislav Slavchev
- Department of Gynecology, University Hospital "Saint Anna", Medical University "Prof. Dr. Paraskev Stoyanov", Varna, Bulgaria
| | - Yonka Ivanova
- Department of Gynecology, University Hospital "Saint Anna", Medical University "Prof. Dr. Paraskev Stoyanov", Varna, Bulgaria
| | - Angel Yordanov
- Department of Gynecologic Oncology, Medical University Pleven, Pleven, Bulgaria
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15
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MUTYH-associated tumor syndrome: The other face of MAP. Oncogene 2022; 41:2531-2539. [DOI: 10.1038/s41388-022-02304-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 03/23/2022] [Accepted: 03/29/2022] [Indexed: 12/13/2022]
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16
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Sahin I, Saat H. New Perspectives on the Recurrent Monoallelic Germline Mutations of DNA Repair and Checkpoint Genes and Clinical Variability. Genet Test Mol Biomarkers 2022; 26:17-25. [PMID: 35089076 DOI: 10.1089/gtmb.2021.0108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Background: Inherited cancers account for ∼10% of cancer cases. Many hereditary cancers are associated with mutations in DNA repair and checkpoint genes making their clinical surveillance important. Methods: We screened 900 patients using a comprehensive cancer gene panel with the following diagnoses: familial (n = 537, 59.6%), colorectal (n = 117, 13%), breast-ovarian (n = 215, 23.8%), endometrium (n = 12, 1.3%), gastric (n = 11, 1.2%), and thyroid (n = 8, 0.8%). Results: The most commonly mutated genes identified were ATM, MSH6, MUTYH, CHEK2, APC, MLH1, RAD50, PALB2, MSH2, CDH1, and PMS2. The most prevalent heterozygous was MUTYH: c.884C>T(P295L), which was predominant in the breast-ovarian group. Notably, the MUTYH, MSH6, and MSH2 variants showed a higher incidence of extracolonic malignancy. Among the DNA mismatch repair (MMR) genes, MSH6 mutations were the most common, followed by mutations in MLH1, MSH2, PMS2, and EPCAM. Conclusion: These findings offer a new perspective and suggest that, beyond ATM, CHEK2, and PALB2, patients with germline monoallelic mutations in MUTYH, MSH6, APC, CDH1, MHS2, and PMS2 may present with a hereditary breast-ovarian cancer phenotype. Continued developments in assessing and researching new variants of known cancer candidate genes will play an important role in improving individual risk prediction, therapy, and prognosis for familial cancers.
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Affiliation(s)
- Ibrahim Sahin
- Department of Medical Genetics, University of Health Sciences, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
| | - Hanife Saat
- Department of Medical Genetics, University of Health Sciences, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
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17
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Bono M, Fanale D, Incorvaia L, Cancelliere D, Fiorino A, Calò V, Dimino A, Filorizzo C, Corsini LR, Brando C, Madonia G, Cucinella A, Scalia R, Barraco N, Guadagni F, Pedone E, Badalamenti G, Russo A, Bazan V. Impact of deleterious variants in other genes beyond BRCA1/2 detected in breast/ovarian and pancreatic cancer patients by NGS-based multi-gene panel testing: looking over the hedge. ESMO Open 2021; 6:100235. [PMID: 34371384 PMCID: PMC8358413 DOI: 10.1016/j.esmoop.2021.100235] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 06/11/2021] [Accepted: 07/14/2021] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Hereditary breast cancer (BC), ovarian cancer (OC), and pancreatic cancer (PC) are the major BRCA-associated tumours. However, some BRCA1/2-wild-type (wt) patients with a strong personal and/or family history of cancer need a further genetic testing through a multi-gene panel containing other high- and moderate-risk susceptibility genes. PATIENTS AND METHODS Our study was aimed to assess if some BC, OC, or PC patients should be offered multi-gene panel testing, based on well-defined criteria concerning their personal and/or family history of cancer, such as earliness of cancer onset, occurrence of multiple tumours, or presence of at least two or more affected first-degree relatives. For this purpose, 205 out of 915 BC, OC, or PC patients, resulted negative for BRCA1/2 and with significant personal and/or family history of cancer, were genetically tested for germline pathogenic or likely pathogenic variants (PVs/LPVs) in genes different from BRCA1/2. RESULTS Our investigation revealed that 31 (15.1%) out of 205 patients harboured germline PVs/LPVs in no-BRCA genes, including PALB2, CHEK2, ATM, MUTYH, MSH2, and RAD51C. Interestingly, in the absence of an analysis conducted through multi-gene panel, a considerable percentage (15.1%) of PVs/LPVs would have been lost. CONCLUSIONS Providing a multi-gene panel testing to BRCA1/2-wt BC/OC/PC patients with a strong personal and/or family history of cancer could significantly increase the detection rates of germline PVs/LPVs in other cancer predisposition genes beyond BRCA1/2. The use of a multi-gene panel testing could improve the inherited cancer risk estimation and clinical management of patients and unaffected family members.
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Affiliation(s)
- M Bono
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - D Fanale
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - L Incorvaia
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - D Cancelliere
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - A Fiorino
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - V Calò
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - A Dimino
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - C Filorizzo
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - L R Corsini
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - C Brando
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - G Madonia
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - A Cucinella
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - R Scalia
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - N Barraco
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - F Guadagni
- BioBIM (Interinstitutional Multidisciplinary Biobank), IRCCS San Raffaele Pisana, Rome, Italy; Department of Human Sciences & Quality of Life Promotion, San Raffaele Roma Open University, Rome, Italy
| | - E Pedone
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - G Badalamenti
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy
| | - A Russo
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, Palermo, Italy.
| | - V Bazan
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Section of Medical Oncology, University of Palermo, Palermo, Italy
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