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He J, Perera D, Wen W, Ping J, Li Q, Lyu L, Chen Z, Shu X, Long J, Cai Q, Shu XO, Yin Z, Zheng W, Long Q, Guo X. Enhancing disease risk gene discovery by integrating transcription factor-linked trans-variants into transcriptome-wide association analyses. Nucleic Acids Res 2025; 53:gkae1035. [PMID: 39535029 PMCID: PMC11724290 DOI: 10.1093/nar/gkae1035] [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: 06/26/2024] [Revised: 10/14/2024] [Accepted: 10/21/2024] [Indexed: 11/16/2024] Open
Abstract
Transcriptome-wide association studies (TWAS) have been successful in identifying disease susceptibility genes by integrating cis-variants predicted gene expression with genome-wide association studies (GWAS) data. However, trans-variants for predicting gene expression remain largely unexplored. Here, we introduce transTF-TWAS, which incorporates transcription factor (TF)-linked trans-variants to enhance model building for TF downstream target genes. Using data from the Genotype-Tissue Expression project, we predict gene expression and alternative splicing and applied these prediction models to large GWAS datasets for breast, prostate, lung cancers and other diseases. We demonstrate that transTF-TWAS outperforms other existing TWAS approaches in both constructing gene expression prediction models and identifying disease-associated genes, as shown by simulations and real data analysis. Our transTF-TWAS approach significantly contributes to the discovery of disease risk genes. Findings from this study shed new light on several genetically driven key TF regulators and their associated TF-gene regulatory networks underlying disease susceptibility.
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Affiliation(s)
- Jingni He
- Department of Biochemistry & Molecular Biology, University of Calgary, HMRB 231, 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada
- Department of Neuroscience, School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, The Alfred Centre, Level 6, 99 Commercial Road, Melbourne, VIC 3004, Australia
| | - Deshan Perera
- Department of Biochemistry & Molecular Biology, University of Calgary, HMRB 231, 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada
| | - Wanqing Wen
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Ave, Nashville, TN 37203, USA
| | - Jie Ping
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Ave, Nashville, TN 37203, USA
| | - Qing Li
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Ave, Nashville, TN 37203, USA
| | - Linshuoshuo Lyu
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Ave, Nashville, TN 37203, USA
| | - Zhishan Chen
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Ave, Nashville, TN 37203, USA
| | - Xiang Shu
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, 633 3rd Ave, 3rd Floor, New York, NY, 10017, USA
| | - Jirong Long
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Ave, Nashville, TN 37203, USA
| | - Qiuyin Cai
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Ave, Nashville, TN 37203, USA
| | - Xiao-Ou Shu
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Ave, Nashville, TN 37203, USA
| | - Zhijun Yin
- Department of Biomedical Informatics, Vanderbilt University School of Medicine, 2525 West End Ave, Nashville, TN 37203, USA
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Ave, Nashville, TN 37203, USA
| | - Quan Long
- Department of Biochemistry & Molecular Biology, University of Calgary, HMRB 231, 3330 Hospital Drive NW, Calgary, AB T2N 4N1, Canada
- Department of Medical Genetics, University of Calgary, 3330 Hospital Drive NW, Calgary, AB T2N 4N2, Canada
- Department of Mathematics & Statistics, University of Calgary, Mathematical Sciences 476, 2500 University Drive NW, Calgary, AB, T2N 1N4, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Heritage Medical Research Building, 3330 Hospital Dr. NW, Calgary, AB T2N 4N1, Canada
- Hotchkiss Brain Institute, University of Calgary, Health Research Innovation Centre, 3330 Hospital Drive NW, Calgary, Alberta, T2N 4N1, Canada
| | - Xingyi Guo
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 2525 West End Ave, Nashville, TN 37203, USA
- Department of Biomedical Informatics, Vanderbilt University School of Medicine, 2525 West End Ave, Nashville, TN 37203, USA
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Oliveira LJDC, Rodrigues AM, Fernandes CDB, Ramos do Rego FO, Koyama FC, Souto AKDBA, Santana TA, Gonzaga de Faria JP, Lima Bulcão M, Nascimento ILDO, Silva ACBN, Gonçalves IPE, Maia RE, de Azevedo RGMV, Galindo LT, Pachito DV, Cury A, Zalis MG, Ferrari BL, Garicochea B, Dienstmann R. A portrait of germline pathogenic variants in high and moderate penetrance breast cancer genes in Brazil. Front Oncol 2024; 14:1495605. [PMID: 39741970 PMCID: PMC11685043 DOI: 10.3389/fonc.2024.1495605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Accepted: 11/25/2024] [Indexed: 01/03/2025] Open
Abstract
Introduction The prevalence of germline pathogenic/likely pathogenic variants (P/LP) in high and moderate penetrance (HMP) genes is approximately 7%-10% among breast cancer (BC) patients. The prevalence and spectrum of BC P/LP variants are affected by several factors. There are limited genetic data from Brazilian patients with BC. Methods This is a retrospective cross-sectional study that aims to evaluate the germline profile of P/LP variants in 13 HMP BC genes (BRCA1, BRCA2, PALB2, TP53, CDH1, NF1, PTEN, STK11, CHEK2, ATM, BARD1, RAD51C, and RAD51D) in patients diagnosed with BC in Brazil. All patients were tested using multigene NGS panels covering from 35 to 105 genes. Primary endpoint was the prevalence of P/LP variants in BRCA1/2 and in other HMP genes. Secondary endpoints were stratified analyses according to age and BC subtype. Results This cohort involved 2,208 patients with BC from 2019 to 2023. Most patients (79.7%) were from Southeastern Brazil. The median age at genetic testing was 47 years, and most patients (59.4%) were ≤50 years. The BC subtype was available in 641 cases: 264 patients (41.2%) were HR+/HER2-, 116 (18.1%) were HER2+, and 261 (40.7%) had triple-negative breast cancer (TNBC). Overall, 215 (9.7%) had a P/LP in HMP genes, including 5.8% in BRCA1/2. The most frequent variants were found in BRCA2, BRCA1, and TP53. The founder variant R337H accounted for 79% of all TP53 pathogenic variants, representing 1% of the overall population. Deleterious variants in BRCA1/2 were more common in patients ≤50 years (7.7%) and TNBC (10.7%). In other HMP BC genes, the prevalence of P/LP variants did not significantly vary according to age and BC molecular subtype. The overall VUS rate in HMP genes was 19.6%. Conclusion In Brazil, the epidemiology of deleterious variants in HMP is comparable to published US and EU cohorts. The Brazilian TP53 R337H is a prevalent variant in BC patients. Deleterious BRCA1/2 variants vary according to age and BC subtype. Our study gives a broader understanding of BC risk genes and has opened doors to optimized testing and surveillance strategies in Brazil.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Marcela Lima Bulcão
- Oncoclinicas&CO – Medica Scientia Innovation Research (MedSir), São Paulo, Brazil
| | | | | | | | - Rayana Elias Maia
- Oncoclinicas&CO – Medica Scientia Innovation Research (MedSir), São Paulo, Brazil
| | | | | | | | | | | | - Bruno Lemos Ferrari
- Oncoclinicas&CO – Medica Scientia Innovation Research (MedSir), São Paulo, Brazil
| | - Bernardo Garicochea
- Oncoclinicas&CO – Medica Scientia Innovation Research (MedSir), São Paulo, Brazil
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Corrêa TS, Asprino PF, de Oliveira ESC, Leite ACR, Weis L, Achatz MI, de Oliveira CP, Sandoval RL, Barroso-Sousa R. TP53 p.R337H Germline Variant among Women at Risk of Hereditary Breast Cancer in a Public Health System of Midwest Brazil. Genes (Basel) 2024; 15:928. [PMID: 39062707 PMCID: PMC11276326 DOI: 10.3390/genes15070928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 05/20/2024] [Accepted: 05/24/2024] [Indexed: 07/28/2024] Open
Abstract
Despite the high prevalence of TP53 pathogenic variants (PV) carriers in the South and Southeast regions of Brazil, germline genetic testing for hereditary breast cancer (HBC) is not available in the Brazilian public health system, and the prevalence of Li-Fraumeni syndrome (LFS) is not well established in other regions of Brazil. We assessed the occurrence of TP53 p.R337H carriers among women treated for breast cancer (BC) between January 2021 and January 2022 at public hospitals of Brasilia, DF, Brazil. A total of 180 patients who met at least one of the NCCN criteria for HBC underwent germline testing; 44.4% performed out-of-pocket germline multigene panel testing, and 55.6% were tested for the p.R337H variant by allelic discrimination PCR. The median age at BC diagnosis was 43.5 years, 93% had invasive ductal carcinoma, 50% had estrogen receptor-positive/HER2 negative tumors, and 41% and 11% were diagnosed respectively at stage III and IV. Two patients (1.11%) harbored the p.R337H variant, and cascade family testing identified 20 additional carriers. The TP53 p.R337H detection rate was lower than that reported in other studies from south/southeast Brazil. Nonetheless, identifying TP53 PV carriers through genetic testing in the Brazilian public health system could guide cancer treatment and prevention.
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Affiliation(s)
- Tatiana Strava Corrêa
- Hospital Sírio-Libanês, Centro de Oncologia de Brasília, Brasília 71635-610, DF, Brazil; (T.S.C.); (A.C.R.L.); (R.L.S.)
- Instituto de Ensino e Pesquisa do Hospital Sírio Libanês, São Paulo 01308-060, SP, Brazil; (P.F.A.); (L.W.); (M.I.A.)
| | - Paula Fontes Asprino
- Instituto de Ensino e Pesquisa do Hospital Sírio Libanês, São Paulo 01308-060, SP, Brazil; (P.F.A.); (L.W.); (M.I.A.)
| | | | - Ana Carolina Rathsam Leite
- Hospital Sírio-Libanês, Centro de Oncologia de Brasília, Brasília 71635-610, DF, Brazil; (T.S.C.); (A.C.R.L.); (R.L.S.)
- Instituto de Ensino e Pesquisa do Hospital Sírio Libanês, São Paulo 01308-060, SP, Brazil; (P.F.A.); (L.W.); (M.I.A.)
- Hospital Materno Infantil de Brasília (HMIB), Asa Sul 70203-900, DF, Brazil
| | - Luiza Weis
- Instituto de Ensino e Pesquisa do Hospital Sírio Libanês, São Paulo 01308-060, SP, Brazil; (P.F.A.); (L.W.); (M.I.A.)
- Instituto Hospital de Base do Distrito Federal (IHB-DF), Brasília 70330-150, DF, Brazil
- DASA Oncology, Hospital Brasília, Brasília 71681-603, DF, Brazil
| | - Maria Isabel Achatz
- Instituto de Ensino e Pesquisa do Hospital Sírio Libanês, São Paulo 01308-060, SP, Brazil; (P.F.A.); (L.W.); (M.I.A.)
| | | | - Renata Lazari Sandoval
- Hospital Sírio-Libanês, Centro de Oncologia de Brasília, Brasília 71635-610, DF, Brazil; (T.S.C.); (A.C.R.L.); (R.L.S.)
- Instituto de Ensino e Pesquisa do Hospital Sírio Libanês, São Paulo 01308-060, SP, Brazil; (P.F.A.); (L.W.); (M.I.A.)
| | - Romualdo Barroso-Sousa
- Instituto de Ensino e Pesquisa do Hospital Sírio Libanês, São Paulo 01308-060, SP, Brazil; (P.F.A.); (L.W.); (M.I.A.)
- DASA Oncology, Hospital Brasília, Brasília 71681-603, DF, Brazil
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He J, Perera D, Wen W, Ping J, Li Q, Lyu L, Chen Z, Shu X, Long J, Cai Q, Shu XO, Zheng W, Long Q, Guo X. Enhancing Disease Risk Gene Discovery by Integrating Transcription Factor-Linked Trans-located Variants into Transcriptome-Wide Association Analyses. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2023.10.10.23295443. [PMID: 37873299 PMCID: PMC10593059 DOI: 10.1101/2023.10.10.23295443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Transcriptome-wide association studies (TWAS) have been successful in identifying disease susceptibility genes by integrating cis-variants predicted gene expression with genome-wide association studies (GWAS) data. However, trans-located variants for predicting gene expression remain largely unexplored. Here, we introduce transTF-TWAS, which incorporates transcription factor (TF)-linked trans-located variants to enhance model building. Using data from the Genotype-Tissue Expression project, we predict gene expression and alternative splicing and applied these models to large GWAS datasets for breast, prostate, and lung cancers. We demonstrate that transTF-TWAS outperforms other existing TWAS approaches in both constructing gene prediction models and identifying disease-associated genes, as evidenced by simulations and real data analysis. Our transTF-TWAS approach significantly contributes to the discovery of disease risk genes. Findings from this study have shed new light on several genetically driven key regulators and their associated regulatory networks underlying disease susceptibility.
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Faria JP, Assumpção JG, de Oliveira Matos L, Soardi FC, Bretz GPM, Friedman E, De Marco L. Spectrum of germline pathogenic variants in Brazilian hereditary breast/ovarian cancer cases. Breast Cancer Res Treat 2024:10.1007/s10549-024-07383-x. [PMID: 38874686 DOI: 10.1007/s10549-024-07383-x] [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: 04/01/2024] [Accepted: 05/19/2024] [Indexed: 06/15/2024]
Abstract
PURPOSE To define the spectrum of germline pathogenic variants (PVs) and copy number variant (CNV) in cancer susceptibility genes to the burden of breast and ovarian cancer (BC, OvC) in high-risk Brazilians in Minas Gerais with health insurance, southeast Brazil, undergoing multigene panel testing (MGPT). METHODS Genotyping eligible individuals with health insurance in the Brazilian healthcare system for Hereditary Breast and Ovarian Cancer Syndrome to undergo molecular testing for 44 or 141-gene panels, a decision that was insurance driven. RESULTS Overall, 701 individuals clinically defined as high BC/OvC risk, underwent MGPT from 1/2021 to 10/2022, with ~ 50% genotyped with a 44-gene panel and the rest with a 141-gene panel. Overall, 16.4% and 22.6% of genotyped individuals harbored PVs using 44-gene and the 141 gene panel, respectively. The most frequently mutated genes were: BRCA2 (3.7%); BRCA1 (3.6%) and monoallelic MUTYH (3.1%). CONCLUSION The rate of PVs detected in high-risk individuals in this study was twice the 10% threshold used in Brazilian health guidelines. MGPT doubled the detection rate of PVs in cancer susceptibility genes in high-risk individuals compared with BRCA1/BRCA2 genotyping alone. The spectrum of PVs in Southern Brazil is diverse, with few recurring variants such as TP53 (0.6%), suggesting regional founder effects. The use of MGPT in hereditary cancer in Minas Gerais significantly increased the detection rate of P/LPVs compared to existing guidelines and should be considered as the primary genotyping modality in assessing hereditary cancer risk in Brazil.
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Affiliation(s)
| | | | | | | | | | - Eitan Friedman
- The Preventive Personalized Medicine Center, Assuta Medical Center and the School of Medicine, Tel-Aviv, Israel
| | - Luiz De Marco
- Department of Surgery, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
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de Freitas Ribeiro AA, Junior NMC, Dos Santos LL. Systematic review of the molecular basis of hereditary breast and ovarian cancer syndrome in Brazil: the current scenario. Eur J Med Res 2024; 29:187. [PMID: 38504328 PMCID: PMC10953197 DOI: 10.1186/s40001-024-01767-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 03/04/2024] [Indexed: 03/21/2024] Open
Abstract
BACKGROUND A detailed understanding of the genetic basis of cancer is of great interest to public health monitoring programs. Although many studies have been conducted in Brazil, a global view on the molecular profile related to hereditary breast and ovarian cancer (HBOC) in this large and heterogeneous population is lacking. METHODS A systematic review following the PRISMA guidelines was conducted in three electronic databases (PubMed, BIREME and SciELO). Brazilian studies covering molecular analysis of genes related to HBOC, published until December 2023, were considered. RESULTS We identified 35 original studies that met all the inclusion criteria. A total of 137 distinct mutations were found in the BRCA1 gene, but four of them corresponded to 44.5% of all mutations found in this gene. The c.5266dupC BRCA1 mutation was responsible for 26.8% of all pathogenic mutations found in the BRCA1 gene in patients with clinical criteria for HBOC from the Brazilian population. Considering all studies that track this mutation in the BRCA1 gene, we found a frequency of 2% (120/6008) for this mutation in Brazilian patients. In the BRCA2 gene, the four most frequent mutations corresponded to 29.2% of pathogenic mutations. Even though it was tracked by few studies, the c.156_157insAlu mutation was responsible for 9.6% of all pathogenic mutations reported in the BRCA2 gene. Seventeen studies found pathogenic mutations in other non-BRCA genes, the c.1010G > A mutation in the TP53 gene being the most frequent one. Considering all studies that screened for this specific mutation in patients with the clinical criteria for HBOC, the frequency of c.1010G > A was estimated at 1.83% (61/3336). CONCLUSIONS Despite significant molecular heterogeneity among mutations in HBOC patients from Brazil, three mutations deserve to be highlighted, c.5266dupC, c.156_157insAlu and c.1010G > A in the BRCA1, BRCA2 and TP53 genes, respectively. With more than 200 records, these three mutations play a vital role in the pathology of breast and ovarian cancer in Brazil. The data collected shed light on the subject, but there is still not enough data from certain subpopulations.
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Affiliation(s)
| | | | - Luciana Lara Dos Santos
- Universidade Federal de São João del Rei (UFSJ), 400 Sebastião Gonçalves Coelho St, Divinópolis, MG, 35501-296, Brazil.
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Wadapurkar RM, Sivaram A, Vyas R. Computational investigations into structure and function impact of novel mutations identified in targeted exons from ovarian cancer cell lines. J Biomol Struct Dyn 2024:1-15. [PMID: 38334284 DOI: 10.1080/07391102.2024.2310776] [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] [Accepted: 01/20/2024] [Indexed: 02/10/2024]
Abstract
The lack of sensitive and specific biomarkers for ovarian cancer leads to late stage diagnosis of the disease in a majority of the cases. Mutation accumulation is the basis for cancer progression, thus identifying mutations is an important step in the disease diagnosis. In the present study, a comprehensive analysis of fifteen Next Generation Sequencing samples from thirteen ovarian cancer cell lines was carried out for the identification of new mutations. The study revealed eight clinically significant novel mutations in six ovarian cancer oncogenes, viz. SMARCA4, ARID1A, PPP2R1A, CTNNB1, DICER1 and PIK3CA. In-depth computational analysis revealed that the mutations affected the structure of the proteins in terms of stability, solvent accessible surface area and molecular dynamics. Moreover, the mutations were present in functionally significant domains of the proteins, thereby adversely affecting the protein functionality. PPI network for SMARCA4, CTNNB1, DICER1, PIK3CA, PPP2R1A and ARID1A showed that these genes were involved in certain significant pathways affecting various hallmarks of cancer. For further validation, in vitro studies were performed that revealed hypermutability of the CTNNB1 gene. Through this study we have identified some key mutations and have analysed their structural and functional impact. The study establishes some key mutations, which can be potentially explored as biomarker and drug target.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Rucha M Wadapurkar
- MIT School of Bioengineering Sciences & Research, MIT-ADT University, Pune, Maharashtra, India
| | - Aruna Sivaram
- MIT School of Bioengineering Sciences & Research, MIT-ADT University, Pune, Maharashtra, India
| | - Renu Vyas
- MIT School of Bioengineering Sciences & Research, MIT-ADT University, Pune, Maharashtra, India
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Richau CS, Scherer NDM, Matta BP, de Armas EM, de Barros Moreira FC, Bergmann A, Pereira Chaves CB, Boroni M, dos Santos ACE, Moreira MAM. BRCA1, BRCA2, and TP53 germline and somatic variants and clinicopathological characteristics of Brazilian patients with epithelial ovarian cancer. Cancer Med 2024; 13:e6729. [PMID: 38308422 PMCID: PMC10905552 DOI: 10.1002/cam4.6729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 10/20/2023] [Accepted: 11/07/2023] [Indexed: 02/04/2024] Open
Abstract
BACKGROUND Approximately 3/4 of ovarian cancers are diagnosed in advanced stages, with the high-grade epithelial ovarian carcinoma (EOC) accounting for 90% of the cases. EOC present high genomic instability and somatic loss-of-function variants in genes associated with homologous recombination mutational repair pathway (HR), such as BRCA1 and BRCA2, and in TP53. The identification of germline variants in HR genes in EOC is relevant for treatment of platinum resistant tumors and relapsed tumors with therapies based in synthetic lethality such as PARP inhibitors. Patients with somatic variants in HR genes may also benefit from these therapies. In this work was analyzed the frequency of somatic variants in BRCA1, BRCA2, and TP53 in an EOC cohort of Brazilian patients, estimating the proportion of variants in tumoral tissue and their association with progression-free survival and overall survival. METHODS The study was conducted with paired blood/tumor samples from 56 patients. Germline and tumoral sequences of BRCA1, BRCA2, and TP53 were obtained by massive parallel sequencing. The HaplotypeCaller method was used for calling germline variants, and somatic variants were called with Mutect2. RESULTS A total of 26 germline variants were found, and seven patients presented germline pathogenic or likely pathogenic variants in BRCA1 or BRCA2. The analysis of tumoral tissue identified 52 somatic variants in 41 patients, being 43 somatic variants affecting or likely affecting protein functionality. Survival analyses showed that tumor staging was associated with overall survival (OS), while the presence of somatic mutation in TP53 was not associated with OS or progression-free survival. CONCLUSION Frequency of pathogenic or likely pathogenic germline variants in BRCA1 and BRCA2 (12.5%) was lower in comparison with other studies. TP53 was the most altered gene in tumors, with 62.5% presenting likely non-functional or non-functional somatic variants, while eight 14.2% presented likely non-functional or non-functional somatic variants in BRCA1 or BRCA2.
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Affiliation(s)
| | | | - Bruna Palma Matta
- Tumoral Genetics and Virology ProgramInstituto Nacional de CâncerRio de JaneiroBrazil
- Present address:
Hospital BP ‐ A Beneficência Portuguesa de São PauloSão PauloBrazil
| | | | | | - Anke Bergmann
- Clinical EpidemiologyInstituto Nacional de CâncerRio de JaneiroBrazil
| | | | - Mariana Boroni
- Bioinformatics and Computational Biology LaboratoryInstituto Nacional de CâncerRio de JaneiroBrazil
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Youssef ASED, Zekri ARN, Mohanad M, Loutfy SA, Abdel Fattah NF, Elberry MH, El Leithy AA, El-Touny A, Rabie AS, Shalaby M, Hanafy A, Lotfy MM, El-Sisi ER, El-Sayyad GS, Nassar A. Deleterious and ethnic-related BRCA1/2 mutations in tissue and blood of Egyptian colorectal cancer patients and its correlation with human papillomavirus. Clin Exp Med 2023; 23:5063-5088. [PMID: 37804357 PMCID: PMC10725364 DOI: 10.1007/s10238-023-01207-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 09/22/2023] [Indexed: 10/09/2023]
Abstract
This study aimed to identify BRCA1/2 mutational patterns in the tissue and blood of Egyptian colorectal cancer (CRC) patients and to study the possible correlation of this mutational pattern with Human papillomavirus (HPV) infection. Eighty-two colonoscopic biopsies and forty-six blood samples were collected from Egyptian CRC patients, as well as blood samples of age and sex-matched healthy controls (n = 43) were enrolled. The libraries were performed using Qiaseq Human BRCA1 and BRCA2 targeted DNA panel and sequenced via Ion proton sequencer. Also, the CRC tissues were subjected to conventional PCR targeting the HPV Late 1 (L1) region. Our analysis revealed that the BRCA-DNA damage pathway had been altered in more than 65% of the CRC patients. Comparing tissue and blood samples from CRC patients, 25 somatic mutations were found exclusively in tissue, while 41 germline mutations were found exclusively in blood. Additionally, we identified 23 shared BRCA1/2 pathogenic (PVs) mutations in both blood and tissue samples, with a significantly higher frequency in blood samples compared to tissue samples. The most affected exon in BRCA1 was exon 10, while the most affected exons in BRCA2 were 11, 14, 18, 24, and 27 exons. Notably, we revealed an ethnic-related cluster of polymorphism variants in our population closely related to South Asian and African ethnicities. Novel PVs were identified and submitted to the ClinVar database. HPV was found in 23.8% of the CRC tissues, and 54% of HPV-positive cases had somatic BRCA1/2 PVs. The results of this research point to a possible connection between infection with HPV and BRCA1/2 mutations in the occurrence of colorectal cancer in the Egyptian population, which has a mixed ethnic background. Our data also indicate that liquid biopsy (blood samples) may be more representative than tissue samples for detecting BRCA1/2 mutations. These findings may have implications for cancer screening and the development of personalized, targeted therapies, such as PARP inhibitors, which can effectively target BRCA1/2 mutations.
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Affiliation(s)
- Amira Salah El-Din Youssef
- Virology and Immunology Unit, Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, Egypt.
| | - Abdel Rahman N Zekri
- Virology and Immunology Unit, Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Marwa Mohanad
- Department of Biochemistry, College of Pharmaceutical Sciences and Drug Manufacturing, Misr University for Science and Technology, Giza, Egypt
| | - Samah A Loutfy
- Virology and Immunology Unit, Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, Egypt
- Nanotechnology Research Center (NTRC), The British University in Egypt (BUE), El-Shorouk City, Suez Desert Road, P. O. Box 43, Cairo, Egypt
| | - Nasra F Abdel Fattah
- Virology and Immunology Unit, Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Mostafa H Elberry
- Virology and Immunology Unit, Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Asmaa A El Leithy
- Department of Medical Biotechnology, College of Biotechnology, Misr University for Science and Technology, Giza, Egypt
| | - Ahmed El-Touny
- Surgical Oncology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Ahmed Samy Rabie
- Surgical Oncology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Mohamed Shalaby
- Surgical Oncology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Ayman Hanafy
- Surgical Oncology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Mai M Lotfy
- Virology and Immunology Unit, Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Enas R El-Sisi
- Virology and Immunology Unit, Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Gharieb S El-Sayyad
- Department of Microbiology and Immunology, Faculty of Pharmacy, Ahram Canadian University, Giza, Egypt.
- Department of Microbiology and Immunology, Faculty of Pharmacy, Galala University, New Galala City, Suez, Egypt.
- Drug Microbiology Lab., Drug Radiation Research Department, National Center for Radiation Research and Technology (NCRRT), Egyptian Atomic Energy Authority (EAEA), Cairo, Egypt.
| | - Auhood Nassar
- Virology and Immunology Unit, Cancer Biology Department, National Cancer Institute, Cairo University, Cairo, Egypt
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10
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Horackova K, Janatova M, Kleiblova P, Kleibl Z, Soukupova J. Early-Onset Ovarian Cancer <30 Years: What Do We Know about Its Genetic Predisposition? Int J Mol Sci 2023; 24:17020. [PMID: 38069345 PMCID: PMC10707471 DOI: 10.3390/ijms242317020] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 11/27/2023] [Accepted: 11/29/2023] [Indexed: 12/18/2023] Open
Abstract
Ovarian cancer (OC) is one of the leading causes of cancer-related deaths in women. Most patients are diagnosed with advanced epithelial OC in their late 60s, and early-onset adult OC diagnosed ≤30 years is rare, accounting for less than 5% of all OC cases. The most significant risk factor for OC development are germline pathogenic/likely pathogenic variants (GPVs) in OC predisposition genes (including BRCA1, BRCA2, BRIP1, RAD51C, RAD51D, Lynch syndrome genes, or BRIP1), which contribute to the development of over 20% of all OC cases. GPVs in BRCA1/BRCA2 are the most prevalent. The presence of a GPV directs tailored cancer risk-reducing strategies for OC patients and their relatives. Identification of OC patients with GPVs can also have therapeutic consequences. Despite the general assumption that early cancer onset indicates higher involvement of hereditary cancer predisposition, the presence of GPVs in early-onset OC is rare (<10% of patients), and their heritability is uncertain. This review summarizes the current knowledge on the genetic predisposition to early-onset OC, with a special focus on epithelial OC, and suggests other alternative genetic factors (digenic, oligogenic, polygenic heritability, genetic mosaicism, imprinting, etc.) that may influence the development of early-onset OC in adult women lacking GPVs in known OC predisposition genes.
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Affiliation(s)
- Klara Horackova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, 128 00 Prague, Czech Republic; (K.H.); (M.J.); (P.K.); (Z.K.)
| | - Marketa Janatova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, 128 00 Prague, Czech Republic; (K.H.); (M.J.); (P.K.); (Z.K.)
| | - Petra Kleiblova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, 128 00 Prague, Czech Republic; (K.H.); (M.J.); (P.K.); (Z.K.)
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University and General University Hospital in Prague, 128 00 Prague, Czech Republic
| | - Zdenek Kleibl
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, 128 00 Prague, Czech Republic; (K.H.); (M.J.); (P.K.); (Z.K.)
- Institute of Pathological Physiology, First Faculty of Medicine, Charles University, 128 00 Prague, Czech Republic
| | - Jana Soukupova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, 128 00 Prague, Czech Republic; (K.H.); (M.J.); (P.K.); (Z.K.)
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11
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Xiao Y, Zhang Z, Yin S, Ma X. Nanoplasmonic biosensors for precision medicine. Front Chem 2023; 11:1209744. [PMID: 37483272 PMCID: PMC10359043 DOI: 10.3389/fchem.2023.1209744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 06/22/2023] [Indexed: 07/25/2023] Open
Abstract
Nanoplasmonic biosensors have a huge boost for precision medicine, which allows doctors to better understand diseases at the molecular level and to improve the earlier diagnosis and develop treatment programs. Unlike traditional biosensors, nanoplasmonic biosensors meet the global health industry's need for low-cost, rapid and portable aspects, while offering multiplexing, high sensitivity and real-time detection. In this review, we describe the common detection schemes used based on localized plasmon resonance (LSPR) and highlight three sensing classes based on LSPR. Then, we present the recent applications of nanoplasmonic in other sensing methods such as isothermal amplification, CRISPR/Cas systems, lab on a chip and enzyme-linked immunosorbent assay. The advantages of nanoplasmonic-based integrated sensing for multiple methods are discussed. Finally, we review the current applications of nanoplasmonic biosensors in precision medicine, such as DNA mutation, vaccine evaluation and drug delivery. The obstacles faced by nanoplasmonic biosensors and the current countermeasures are discussed.
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Affiliation(s)
- Yiran Xiao
- School of Science, Harbin Institute of Technology, Shenzhen, Guangdong, China
| | | | - Shi Yin
- Briteley Institute of Life Sciences, Yantai, Shandong, China
| | - Xingyi Ma
- School of Science, Harbin Institute of Technology, Shenzhen, Guangdong, China
- Biosen International, Jinan, Shandong, China
- Briteley Institute of Life Sciences, Yantai, Shandong, China
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12
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Familial history and prevalence of BRCA1, BRCA2 and TP53 pathogenic variants in HBOC Brazilian patients from a public healthcare service. Sci Rep 2022; 12:18629. [PMID: 36329109 PMCID: PMC9633799 DOI: 10.1038/s41598-022-23012-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 10/21/2022] [Indexed: 11/06/2022] Open
Abstract
Several studies have demonstrated the cost-effectiveness of genetic testing for surveillance and treatment of carriers of germline pathogenic variants associated with hereditary breast/ovarian cancer syndrome (HBOC). In Brazil, seventy percent of the population is assisted by the public Unified Health System (SUS), where genetic testing is still unavailable. And few studies were performed regarding the prevalence of HBOC pathogenic variants in this context. Here, we estimated the prevalence of germline pathogenic variants in BRCA1, BRCA2 and TP53 genes in Brazilian patients suspected of HBOC and referred to public healthcare service. Predictive power of risk prediction models for detecting mutation carriers was also evaluated. We found that 41 out of 257 tested patients (15.9%) were carriers of pathogenic variants in the analyzed genes. Most frequent pathogenic variant was the founder Brazilian mutation TP53 c.1010G > A (p.Arg337His), adding to the accumulated evidence that supports inclusion of TP53 in routine testing of Brazilian HBOC patients. Surprisingly, BRCA1 c.5266dupC (p.Gln1756fs), a frequently reported pathogenic variant in Brazilian HBOC patients, was not observed. Regarding the use of predictive models, we found that familial history of cancer might be used to improve selection or prioritization of patients for genetic testing, especially in a context of limited resources.
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13
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Frequency of germline genetic variants in women with a personal or family history of breast cancer from Brazil. Mol Biol Rep 2022; 49:9509-9520. [PMID: 35980532 DOI: 10.1007/s11033-022-07840-0] [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: 05/28/2022] [Accepted: 08/03/2022] [Indexed: 01/10/2023]
Abstract
BACKGROUND About 5-10% of breast cancer cases are related to genetic and hereditary factors. The application of Next Generation Sequencing (NGS) in oncology has allowed the identification of genetic variants present in several genes related to the increased risk of breast cancer. This study aimed to determine the frequency of germline genetic variants in patients with a family and/or personal history of breast cancer. METHODS An analysis of positive reports from NGS panels was carried out in female individuals with a personal and/or family history of breast cancer, present in the database of a private laboratory in Brazil. RESULTS From about 2000 reports, 183 individuals presented 219 different germline genetic variants. The genes with the highest number of variants were BRCA2 (16.0%), ATM (15.0%) and BRCA1 (12.8%). Among the variants found, 78 were either pathogenic or probably pathogenic, accounting for 35% of all variants discovered. The gene with the highest proportion of pathogenic/probably pathogenic variants was TP53 (80%) and the most frequent pathogenic variant was also reported in this gene (c.1010G > A p.(Arg337His)). Furthermore, the study obtained a high proportion of variants of uncertain significance (VUS) (65%) and approximately 32% of the variants found were in genes of moderate penetrance. CONCLUSIONS Our results could improve the risk estimation and clinical follow-up of Brazilian patients with a history of breast cancer.
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14
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Nunziato M, Di Maggio F, Pensabene M, Esposito MV, Starnone F, De Angelis C, Calabrese A, D’Aiuto M, Botti G, De Placido S, D’Argenio V, Salvatore F. Multi-gene panel testing increases germline predisposing mutations’ detection in a cohort of breast/ovarian cancer patients from Southern Italy. Front Med (Lausanne) 2022; 9:894358. [PMID: 36035419 PMCID: PMC9403188 DOI: 10.3389/fmed.2022.894358] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 07/15/2022] [Indexed: 11/13/2022] Open
Abstract
Breast cancer is the most common neoplasia in females worldwide, about 10% being hereditary/familial and due to DNA variants in cancer-predisposing genes, such as the highly penetrant BRCA1/BRCA2 genes. However, their variants explain up to 25% of the suspected hereditary/familial cases. The availability of NGS methodologies has prompted research in this field. With the aim to improve the diagnostic sensitivity of molecular testing, a custom designed panel of 44 genes, including also non-coding regions and 5’ and 3’ UTR regions, was set up. Here, are reported the results obtained in a cohort of 64 patients, including also few males, from Southern Italy. All patients had a positive personal and/or familial history for breast and other cancers, but tested negative to routine BRCA analysis. After obtaining their written informed consent, a genomic DNA sample/patient was used to obtain an enriched DNA library, then analyzed by NGS. Sequencing data analysis allowed the identification of pathogenic variants in 12 of tested patients (19%). Interestingly, MUTYH was the most frequently altered gene, followed by RNASEL, ATM, MSH6, MRE11A, and PALB2 genes. The reported resultsreinforce the need for enlarged molecular testing beyond BRCA genes, at least in patients with a personal and familial history, strongly suggestive for a hereditary/familial form. This gives also a hint to pursue more specific precision oncology therapy.
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Affiliation(s)
- Marcella Nunziato
- CEINGE–Biotecnologie Avanzate, Naples, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, Naples, Italy
| | - Federica Di Maggio
- CEINGE–Biotecnologie Avanzate, Naples, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, Naples, Italy
| | - Matilde Pensabene
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Maria Valeria Esposito
- CEINGE–Biotecnologie Avanzate, Naples, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, Naples, Italy
| | - Flavio Starnone
- CEINGE–Biotecnologie Avanzate, Naples, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, Naples, Italy
| | - Carmine De Angelis
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
- Department of Oncology and Hematology, Regional Reference Center for Rare Tumors, Azienda Ospedaliera Universitaria (AOU) Federico II of Naples, Naples, Italy
| | - Alessandra Calabrese
- Division of Breast Surgery, Department of Breast Disease, National Cancer Institute, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) “Fondazione G. Pascale,”Naples, Italy
| | - Massimiliano D’Aiuto
- Clinica Villa Fiorita, Aversa, Italy
- Division of Breast Oncology, National Cancer Institute, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) “Fondazione G. Pascale,”Naples, Italy
| | - Gerardo Botti
- Scientific Directorate, National Cancer Institute, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) “Fondazione G. Pascale,”Naples, Italy
| | - Sabino De Placido
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
- Department of Oncology and Hematology, Regional Reference Center for Rare Tumors, Azienda Ospedaliera Universitaria (AOU) Federico II of Naples, Naples, Italy
| | - Valeria D’Argenio
- CEINGE–Biotecnologie Avanzate, Naples, Italy
- Department of Human Sciences and Quality of Life Promotion, San Raffaele Open University, Rome, Italy
- *Correspondence: Valeria D’Argenio,
| | - Francesco Salvatore
- CEINGE–Biotecnologie Avanzate, Naples, Italy
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, Naples, Italy
- Francesco Salvatore,
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15
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Gifoni ACLVC, Gifoni MAC, Wotroba CM, Palmero EI, Costa ELV, dos Santos W, Achatz MI. Hereditary Breast Cancer in the Brazilian State of Ceará (The CHANCE Cohort): Higher-Than-Expected Prevalence of Recurrent Germline Pathogenic Variants. Front Oncol 2022; 12:932957. [PMID: 35957908 PMCID: PMC9361024 DOI: 10.3389/fonc.2022.932957] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 06/20/2022] [Indexed: 11/29/2022] Open
Abstract
Purpose There is a significant lack of epidemiological data on hereditary cancer in Northeast Brazil. This is the largest study on the prevalence and mutational spectrum of cancer predisposition genes conducted in this region and the first in the State of Ceará. Methods Patients ≥18 years of age that were referred to CHANCE (Grupo de Câncer Hereditário do Ceará) from March 2014 to December 2020 with testing criteria for breast cancer susceptibility genes according to NCCN v.1.2021 were eligible to participate. The inclusion of patients was limited to one individual per family and to those born in the State of Ceará. All patients underwent a hereditary cancer panel testing with at least 30 genes. Results A total of 355 patients were included, and 97 (27.3%) carried a P/LP germline variant in 18 different genes. Among the 97 P/LP carriers, BRCA1 (31, 31.9%) and BRCA2 (25, 25.7%) were the most frequently mutated genes, followed by PALB2 (10, 10.3%), CHEK2 (7, 7.2%) and ATM (4, 4.1%). A small number of recurrent variants (detected in three or more individuals) in BRCA1, BRCA2, CHEK2 and ATM represented the majority of the P/LP variants described in this cohort. Conclusion In this cohort, the prevalence of L/PL was high, particularly involving the BRCA1, BRCA2, PALB2, CHEK2 and ATM genes and, to a lesser extent than expected, the TP53 gene. A high frequency of recurrent variants was also observed, for which further and larger analyses should clarify the presence of any possible founder effect. Characterizing the mutational profile of cancer predisposition genes in diverse populations may contribute to cancer prevention and therapeutic management.
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Affiliation(s)
- Ana Carolina Leite Vieira Costa Gifoni
- D’Or Institute for Research and Education (IDOR) and Rede D’Or São Carlos Hospital, Fortaleza, Brazil
- *Correspondence: Ana Carolina Leite Vieira Costa Gifoni,
| | | | | | - Edenir Inez Palmero
- Tumor Genetics Program - Brazilian National Cancer Institute (INCA) - Rio de Janeiro, Brazil and Molecular Oncology Research Center- Barretos Cancer Hospital, Barretos, Brazil
| | - Eduardo Leite Vieira Costa
- Instituto de Ensino e Pesquisa Hospital Sirio Libanes and Instituto do Coração, HCFMUSP, São Paulo, Brazil
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16
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Mohammed EM. High Number of Familial Breast Cancer Cases in the Arabian Gulf Countries: Investigating the Reasons. Breast Cancer (Auckl) 2022; 16:11782234221107121. [PMID: 35783595 PMCID: PMC9243472 DOI: 10.1177/11782234221107121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 05/12/2022] [Indexed: 11/17/2022] Open
Affiliation(s)
- Eiman M Mohammed
- Molecular Genetics Laboratory, Kuwait
Cancer Control Center, Ministry of Health, Shuwaikh, Kuwait
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17
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Gonzalez A, Del Greco F, Vargas-Roig L, Brun B, Tabares G, Mampel A, Montes C, Martin C, Lopez M, Rossi N, Bruno L, Ponce C, Quaglio P, Yanzi A, Acevedo S, Lugo L, Lopez Breccia P, Avila S, Sisterna S, Del Castillo MS, Vazquez M, Nuñez LM. PALB2 germline mutations in a multi-gene panel testing cohort of 1905 breast-ovarian cancer patients in Argentina. Breast Cancer Res Treat 2022; 194:403-412. [PMID: 35610400 DOI: 10.1007/s10549-022-06620-5] [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: 12/17/2021] [Accepted: 04/30/2022] [Indexed: 11/24/2022]
Abstract
PURPOSE PALB2 variants have been scarcely described in Argentinian and Latin-American reports. In this study, we describe molecular and clinical characteristics of PALB2 mutations found in multi-gene panels (MP) from breast-ovarian cancer (BOC) families in different institutions from Argentina. METHODS We retrospectively identified PALB2 pathogenic (PV) and likely pathogenic (LPV) variants from a cohort of 1905 MP results, provided by one local lab (Heritas) and SITHER (Hereditary Tumor Information System) public database. All patients met hereditary BOC clinical criteria for testing, according to current guidelines. RESULTS The frequency of PALB2 mutations is 2.78% (53/1905). Forty-eight (90.5%) are PV and five (9.5%) are LPV. Most of the 18 different mutations (89%) are nonsense and frameshift types and 2 variants are novel. One high-rate recurrent PV (Y551*) is present in 43% (23/53) of the unrelated index cases. From the 53 affected carriers, 94% have BC diagnosis with 14% of bilateral cases. BC phenotype is mainly invasive ductal (78%) with 62% of hormone-receptor positive and 22% of triple negative tumors. Self-reported ethnic background of the cohort is West European (66%) and native Latin-American (20%) which is representative of Buenos Aires and other big urban areas of the country. CONCLUSION This is the first report describing molecular and clinical characteristics of PALB2 carriers in Argentina. Frequency of PALB2 PV in Argentinian HBOC families is higher than in other reported populations. Y551* is a recurrent mutation that seems to be responsible for almost 50% of PALB2 cases.
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Affiliation(s)
| | | | | | | | | | | | - Cecilia Montes
- Instituto Modelo de Ginecología Y Obstetricia, Córdoba, Argentina
| | - Claudia Martin
- Hospital Privado Universitario de Córdoba, Córdoba, Argentina
| | | | - Norma Rossi
- Fundación Para el Progreso de La Medicina, Córdoba, Argentina
| | - Luisina Bruno
- Instituto de Oncología Alexander Fleming, Buenos Aires, Argentina
| | - Carolina Ponce
- Instituto de Oncología Alexander Fleming, Buenos Aires, Argentina
| | | | | | | | - Lilia Lugo
- Clínica San Gerónimo, Santa Fe, Argentina
| | | | - Silvia Avila
- Facultad de Ciencias Médicas, Universidad Nacional del Comahue, Neuquén, Argentina.,Heritas - CONICET, Rosario, Argentina.,Hospital Alemán de Buenos Aires, Buenos Aires, Argentina
| | | | | | | | - Lina M Nuñez
- Hospital Alemán de Buenos Aires, Buenos Aires, Argentina.
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18
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Gómez-Flores-Ramos L, Barraza-Arellano AL, Mohar A, Trujillo-Martínez M, Grimaldo L, Ortiz-Lopez R, Treviño V. Germline Variants in Cancer Genes from Young Breast Cancer Mexican Patients. Cancers (Basel) 2022; 14:cancers14071647. [PMID: 35406420 PMCID: PMC8997148 DOI: 10.3390/cancers14071647] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 03/03/2022] [Accepted: 03/18/2022] [Indexed: 02/05/2023] Open
Abstract
Breast cancer (BC) is one of the most frequent cancer types in women worldwide. About 7% is diagnosed in young women (YBC) less than 40 years old. In Mexico, however, YBC reaches 15% suggesting a higher genetic susceptibility. There have been some reports of germline variants in YBC across the world. However, there is only one report from a Mexican population, which is not restricted by age and limited to a panel of 143 genes resulting in 15% of patients carrying putatively pathogenic variants. Nevertheless, expanding the analysis to whole exome involves using more complex tools to determine which genes and variants could be pathogenic. We used germline whole exome sequencing combined with the PeCanPie tool to analyze exome variants in 115 YBC patients. Our results showed that we were able to identify 49 high likely pathogenic variants involving 40 genes on 34% of patients. We noted many genes already reported in BC and YBC worldwide, such as BRCA1, BRCA2, ATM, CHEK2, PALB2, and POLQ, but also others not commonly reported in YBC in Latin America, such as CLTCL1, DDX3X, ERCC6, FANCE, and NFKBIE. We show further supporting and controversial evidence for some of these genes. We conclude that exome sequencing combined with robust annotation tools and further analysis, can identify more genes and more patients affected by germline mutations in cancer.
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Affiliation(s)
- Liliana Gómez-Flores-Ramos
- CONACYT/Center for Population Health Research, National Institute of Public Health, Universidad No. 655, Cuernavaca 62100, Morelos, Mexico; (L.G.-F.-R.); (L.G.)
| | - Angélica Leticia Barraza-Arellano
- School of Medicine, Tecnologico de Monterrey, Morones Prieto Av 3000, Los Doctores, Monterrey 64710, Nuevo Leon, Mexico; (A.L.B.-A.); (R.O.-L.)
| | - Alejandro Mohar
- Unidad de Investigación Biomédica en Cáncer, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Dirección de Investigación, Instituto Nacional de Cancerología, Av. San Fernando #22, Col. Sección XVI, Delegación Tlalpan, Mexico City 14080, Mexico;
| | - Miguel Trujillo-Martínez
- Instituto Mexicano del Seguro Social, Hospital General de Zona con Medicina Familiar No. 7, Cuautla 62780, Morelos, Mexico;
| | - Lizbeth Grimaldo
- CONACYT/Center for Population Health Research, National Institute of Public Health, Universidad No. 655, Cuernavaca 62100, Morelos, Mexico; (L.G.-F.-R.); (L.G.)
| | - Rocío Ortiz-Lopez
- School of Medicine, Tecnologico de Monterrey, Morones Prieto Av 3000, Los Doctores, Monterrey 64710, Nuevo Leon, Mexico; (A.L.B.-A.); (R.O.-L.)
- The Institute for Obesity Research, Tecnologico de Monterrey, Eugenio Garza Sada Av 2501, Monterrey 64849, Nuevo Leon, Mexico
| | - Víctor Treviño
- School of Medicine, Tecnologico de Monterrey, Morones Prieto Av 3000, Los Doctores, Monterrey 64710, Nuevo Leon, Mexico; (A.L.B.-A.); (R.O.-L.)
- The Institute for Obesity Research, Tecnologico de Monterrey, Eugenio Garza Sada Av 2501, Monterrey 64849, Nuevo Leon, Mexico
- Correspondence:
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19
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Guindalini RSC, Viana DV, Kitajima JPFW, Rocha VM, López RVM, Zheng Y, Freitas É, Monteiro FPM, Valim A, Schlesinger D, Kok F, Olopade OI, Folgueira MAAK. Detection of germline variants in Brazilian breast cancer patients using multigene panel testing. Sci Rep 2022; 12:4190. [PMID: 35264596 PMCID: PMC8907244 DOI: 10.1038/s41598-022-07383-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 02/01/2022] [Indexed: 01/09/2023] Open
Abstract
Genetic diversity of germline variants in breast cancer (BC) predisposition genes is unexplored in miscegenated populations, such those living in Latin America. We evaluated 1663 Brazilian BC patients, who underwent hereditary multigene panel testing (20-38 cancer susceptibility genes), to determine the spectrum and prevalence of pathogenic/likely pathogenic (P/LP) variants and variants of uncertain significance (VUS). Associations between P/LP variants and BC risk were estimated in a case-control analysis of BC patients and 18,919 Brazilian reference controls (RC). In total, 335 (20.1%) participants carried germline P/LP variants: 167 (10.0%) in BRCA1/2, 122 (7.3%) in BC actionable non-BRCA genes and 47 (2.8%) in candidate genes or other cancer predisposition genes. Overall, 354 distinctive P/LP variants were identified in 23 genes. The most commonly mutated genes were: BRCA1 (27.4%), BRCA2 (20.3%), TP53 (10.5%), monoallelic MUTYH (9.9%), ATM (8.8%), CHEK2 (6.2%) and PALB2 (5.1%). The Brazilian variant TP53 R337H (c.1010G>A, p.Arg337His), detected in 1.6% of BC patients and 0.1% of RC, was strongly associated with risk of BC, OR = 17.4 (95% CI: 9.4-32.1; p < 0.0001); monoallelic MUTYH variants c.1187G>A and c.536A>G, detected in 1.2% (0.9% RC) and 0.8% (0.4% RC) of the patients, respectively, were not associated with the odds of BC, the former with OR = 1.4 (95% CI: 0.8-2.4; p = 0.29) and the latter with OR = 1.9 (95% CI: 0.9-3.9; p = 0.09). The overall VUS rate was 46.1% for the entire patient population. Concluding, the use of multigene panel testing almost doubled the identification of germline P/LP variants in clinically actionable predisposition genes in BC patients. In Brazil, special attention should be given to TP53 P/LP variants.
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Affiliation(s)
- Rodrigo Santa Cruz Guindalini
- Centro de Investigação Translacional em Oncologia (CTO), Instituto do Cancer do Estado de Sao Paulo (ICESP), Hospital das Clínicas da Faculdade de Medicina da Universidade de Sao Paulo (HCFMUSP), Av Dr Arnaldo, 251, 8th floor, Cerqueira Cesar, São Paulo, SP, ZIP 01246‑000, Brazil.
- Instituto D'or de Pesquisa E Ensino (IDOR), Salvador, Brazil.
| | | | | | - Vinícius Marques Rocha
- Centro de Investigação Translacional em Oncologia (CTO), Instituto do Cancer do Estado de Sao Paulo (ICESP), Hospital das Clínicas da Faculdade de Medicina da Universidade de Sao Paulo (HCFMUSP), Av Dr Arnaldo, 251, 8th floor, Cerqueira Cesar, São Paulo, SP, ZIP 01246‑000, Brazil
| | - Rossana Verónica Mendoza López
- Centro de Investigação Translacional em Oncologia (CTO), Instituto do Cancer do Estado de Sao Paulo (ICESP), Hospital das Clínicas da Faculdade de Medicina da Universidade de Sao Paulo (HCFMUSP), Av Dr Arnaldo, 251, 8th floor, Cerqueira Cesar, São Paulo, SP, ZIP 01246‑000, Brazil
| | - Yonglan Zheng
- Department of Medicine, Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, IL, 60637, USA
| | | | | | - André Valim
- Mendelics Análise Genomica SA, Sao Paulo, Brazil
| | | | - Fernando Kok
- Mendelics Análise Genomica SA, Sao Paulo, Brazil
| | - Olufunmilayo I Olopade
- Department of Medicine, Center for Clinical Cancer Genetics and Global Health, The University of Chicago, Chicago, IL, 60637, USA
| | - Maria Aparecida Azevedo Koike Folgueira
- Centro de Investigação Translacional em Oncologia (CTO), Instituto do Cancer do Estado de Sao Paulo (ICESP), Hospital das Clínicas da Faculdade de Medicina da Universidade de Sao Paulo (HCFMUSP), Av Dr Arnaldo, 251, 8th floor, Cerqueira Cesar, São Paulo, SP, ZIP 01246‑000, Brazil
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20
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ÇAKIR AY, HEKİMLER ÖZTÜRK K, ÖZORAK A. Germline variant screening with targeted next generation sequencing in prostate cancer: phenotype-genotype correlation. Turk J Med Sci 2022; 52:131-143. [PMID: 34579513 PMCID: PMC10734870 DOI: 10.3906/sag-2105-348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 02/22/2022] [Accepted: 09/27/2021] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND Next generation sequencing provides new information about the molecular pathogenesis of cancer. We used a targeted NGS-based multiple gene panel comprising prostate cancer (PCa) predisposing genes to assess the prevalence of germline mutations in PCa patients. METHODS In a cohort of twenty-one PCa patients with a family history of cancer, a targeted multigene panel consisting of 39 genes associated with hereditary cancer was created and analyzed using the next generation sequencing method. The novel and pathogenic mutations detected were confirmed by Sanger sequencing method. Thereafter, the data obtained were evaluated using different genomic variant classifiers and databases. RESULTS With an incidence of less than 5% in different populations (MAF<0.05); a total of 81 variants were identified, including 41 missense, 16 synonymous, 3 splice-site, 11 intronic, 5 in-del and 5 novels. According to the ACMG criteria, 5 (6.2%) of these variants are pathogenic/likely pathogenic; 5 (6.2%) of them were classified as novel variants. In addition, variants having very low-frequency and unknown clinical significance (VUS) in the databases were detected.
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Affiliation(s)
- Ali Yavuz ÇAKIR
- Department of Bioengineering, Science Institute, Süleyman Demirel University, Isparta,
Turkey
| | - Kuyaş HEKİMLER ÖZTÜRK
- Department of Medical Genetics, Faculty of Medicine, Süleyman Demirel University, Isparta,
Turkey
| | - Alper ÖZORAK
- Department of Urology, Faculty of Medicine, Süleyman Demirel University, Isparta,
Turkey
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21
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Bhattarai S, Sugita BM, Bortoletto SM, Fonseca AS, Cavalli LR, Aneja R. QNBC Is Associated with High Genomic Instability Characterized by Copy Number Alterations and miRNA Deregulation. Int J Mol Sci 2021; 22:11548. [PMID: 34768979 PMCID: PMC8584247 DOI: 10.3390/ijms222111548] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 10/07/2021] [Accepted: 10/08/2021] [Indexed: 12/12/2022] Open
Abstract
Triple-negative breast cancer (TNBC) can be further classified into androgen receptor (AR)-positive TNBC and AR-negative TNBC or quadruple-negative breast cancer (QNBC). Here, we investigated genomic instability in 53 clinical cases by array-CGH and miRNA expression profiling. Immunohistochemical analysis revealed that 64% of TNBC samples lacked AR expression. This group of tumors exhibited a higher level of copy number alterations (CNAs) and a higher frequency of cases affected by CNAs than TNBCs. CNAs in genes of the chromosome instability 25 (CIN25) and centrosome amplification (CA) signatures were more frequent in the QNBCs and were similar between the groups, respectively. However, expression levels of CIN25 and CA20 genes were higher in QNBCs. miRNA profiling revealed 184 differentially expressed miRNAs between the groups. Fifteen of these miRNAs were mapped at cytobands with CNAs, of which eight (miR-1204, miR-1265, miR-1267, miR-23c, miR-548ai, miR-567, miR-613, and miR-943), and presented concordance of expression and copy number levels. Pathway enrichment analysis of these miRNAs/mRNAs pairings showed association with genomic instability, cell cycle, and DNA damage response. Furthermore, the combined expression of these eight miRNAs robustly discriminated TNBCs from QNBCs (AUC = 0.946). Altogether, our results suggest a significant loss of AR in TNBC and a profound impact in genomic instability characterized by CNAs and deregulation of miRNA expression.
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Affiliation(s)
- Shristi Bhattarai
- Department of Biology, Georgia State University, Atlanta, GA 30303, USA;
| | - Bruna M. Sugita
- Research Institute Pelé Pequeno Príncipe, Faculdades Pequeno Príncipe, Curitiba 80250-060, Brazil; (B.M.S.); (S.M.B.); (A.S.F.)
| | - Stefanne M. Bortoletto
- Research Institute Pelé Pequeno Príncipe, Faculdades Pequeno Príncipe, Curitiba 80250-060, Brazil; (B.M.S.); (S.M.B.); (A.S.F.)
| | - Aline S. Fonseca
- Research Institute Pelé Pequeno Príncipe, Faculdades Pequeno Príncipe, Curitiba 80250-060, Brazil; (B.M.S.); (S.M.B.); (A.S.F.)
| | - Luciane R. Cavalli
- Research Institute Pelé Pequeno Príncipe, Faculdades Pequeno Príncipe, Curitiba 80250-060, Brazil; (B.M.S.); (S.M.B.); (A.S.F.)
- Lombardi Comprehensive Cancer Center, Oncology Department, Georgetown University, Washington, DC 20007, USA
| | - Ritu Aneja
- Department of Biology, Georgia State University, Atlanta, GA 30303, USA;
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22
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Russi M, Marson D, Fermeglia A, Aulic S, Fermeglia M, Laurini E, Pricl S. The fellowship of the RING: BRCA1, its partner BARD1 and their liaison in DNA repair and cancer. Pharmacol Ther 2021; 232:108009. [PMID: 34619284 DOI: 10.1016/j.pharmthera.2021.108009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 08/22/2021] [Accepted: 09/20/2021] [Indexed: 12/12/2022]
Abstract
The breast cancer type 1 susceptibility protein (BRCA1) and its partner - the BRCA1-associated RING domain protein 1 (BARD1) - are key players in a plethora of fundamental biological functions including, among others, DNA repair, replication fork protection, cell cycle progression, telomere maintenance, chromatin remodeling, apoptosis and tumor suppression. However, mutations in their encoding genes transform them into dangerous threats, and substantially increase the risk of developing cancer and other malignancies during the lifetime of the affected individuals. Understanding how BRCA1 and BARD1 perform their biological activities therefore not only provides a powerful mean to prevent such fatal occurrences but can also pave the way to the development of new targeted therapeutics. Thus, through this review work we aim at presenting the major efforts focused on the functional characterization and structural insights of BRCA1 and BARD1, per se and in combination with all their principal mediators and regulators, and on the multifaceted roles these proteins play in the maintenance of human genome integrity.
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Affiliation(s)
- Maria Russi
- Molecular Biology and Nanotechnology Laboratory (MolBNL@UniTs), DEA, University of Trieste, Trieste, Italy
| | - Domenico Marson
- Molecular Biology and Nanotechnology Laboratory (MolBNL@UniTs), DEA, University of Trieste, Trieste, Italy
| | - Alice Fermeglia
- Molecular Biology and Nanotechnology Laboratory (MolBNL@UniTs), DEA, University of Trieste, Trieste, Italy
| | - Suzana Aulic
- Molecular Biology and Nanotechnology Laboratory (MolBNL@UniTs), DEA, University of Trieste, Trieste, Italy
| | - Maurizio Fermeglia
- Molecular Biology and Nanotechnology Laboratory (MolBNL@UniTs), DEA, University of Trieste, Trieste, Italy
| | - Erik Laurini
- Molecular Biology and Nanotechnology Laboratory (MolBNL@UniTs), DEA, University of Trieste, Trieste, Italy
| | - Sabrina Pricl
- Molecular Biology and Nanotechnology Laboratory (MolBNL@UniTs), DEA, University of Trieste, Trieste, Italy; Department of General Biophysics, Faculty of Biology and Environmental Protection, University of Lodz, Lodz, Poland.
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23
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Hinshaw JC, Zhao LP, Brimm JE, Payne TH, Hisama FM. Value of a genetics clinic evaluation in identifying women at risk for hereditary breast-ovarian cancer syndrome. J Genet Couns 2021; 30:1591-1597. [PMID: 33881185 DOI: 10.1002/jgc4.1425] [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: 07/20/2020] [Revised: 03/20/2021] [Accepted: 03/22/2021] [Indexed: 11/08/2022]
Abstract
Our work evaluates the contributions of a genetics clinic visit in assessing patients' risk of hereditary cancers and in meeting National Cancer Comprehensive Network (NCCN) criteria for genetic testing. We reviewed the electronic health records (EHR) of 56 women seen for medical care in our healthcare system who were subsequently seen in the Adult Genetics Clinic. We searched for all personal or family cancer history available in either free-text or structured form within the EHR prior to the genetics visit. For each patient, we then compared the aggregate data with the pedigree information obtained at the Genetics Clinic visit for first-, second-, and third-degree relatives. During the genetics clinic visit, the number of relatives with cancer diagnoses doubled from 121 to 235, and for 17 of 56 (30%) of patients, family histories changed one or more NCCN criteria. For 39/56 (70%) of patients, the family history in the EHR was not changed during the genetics clinic visit. Of 56 women referred to the genetics clinic, 45 (80%) met NCCN guidelines for testing, 40 women underwent genetic testing, and 9 of 40 (23%) tested were positive for a Likely Pathogenic or Pathogenic (LP/P) variant. This study of 56 women quantitatively demonstrates the value of a genetics clinic visit by improved identification of key family history components.
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Affiliation(s)
- Jesse C Hinshaw
- University of Washington School of Medicine, Seattle, WA, USA
| | - Lue-Ping Zhao
- Fred Hutchinson Cancer Research Institute, Seattle, WA, USA
| | - John E Brimm
- University of Washington School of Medicine, Seattle, WA, USA
| | - Thomas H Payne
- Department of Medicine (General Internal Medicine), University of Washington School of Medicine, Seattle, WA, USA.,Brotman Baty Institute for Precision Medicine, University of Washington, Seattle, WA, USA
| | - Fuki M Hisama
- Brotman Baty Institute for Precision Medicine, University of Washington, Seattle, WA, USA.,Department of Medicine (Medical Genetics), University of Washington School of Medicine, Seattle, WA, USA
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24
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Sandoval RL, Leite ACR, Barbalho DM, Assad DX, Barroso R, Polidorio N, dos Anjos CH, de Miranda AD, Ferreira ACSDM, Fernandes GDS, Achatz MI. Germline molecular data in hereditary breast cancer in Brazil: Lessons from a large single-center analysis. PLoS One 2021; 16:e0247363. [PMID: 33606809 PMCID: PMC7895369 DOI: 10.1371/journal.pone.0247363] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 02/05/2021] [Indexed: 11/18/2022] Open
Abstract
Brazil is the largest country in South America and the most genetically heterogeneous. The aim of the present study was to determine the prevalence of germline pathogenic variants (PVs) in Brazilian patients with breast cancer (BC) who underwent genetic counseling and genetic testing at a tertiary Oncology Center. We performed a retrospective analysis of the medical records of Brazilian patients with BC referred to genetic counseling and genetic testing between August 2017 and August 2019. A total of 224 unrelated patients were included in this study. Premenopausal women represented 68.7% of the cohort. The median age at BC diagnosis was 45 years. Multigene panel testing was performed in 219 patients, five patients performed single gene analysis or family variant testing. Forty-eight germline PVs distributed among 13 genes were detected in 20.5% of the patients (46/224). Eighty-five percent of the patients (91/224) fulfilled NCCN hereditary BC testing criteria. Among these patients, 23.5% harbored PVs (45/191). In the group of patients that did not meet NCCN criteria, PV detection rate was 3% (1/33). A total of 61% of the patients (28/46) harbored a PV in a high-penetrance BC gene: 19 (8.5%) BRCA1/2, 8 (3.5%) TP53, 1 (0.5%) PALB2. Moderate penetrance genes (ATM, CHEK2) represented 15.2% (7/46) of the positive results. PVs detection was statistically associated (p<0.05) with BC diagnosis before age 45, high-grade tumors, bilateral BC, history of multiple primary cancers, and family history of pancreatic cancer. According to the current hereditary cancer guidelines, 17.4% (39/224) of the patients had actionable variants. Nine percent of the patients (20/224) had actionable variants in non-BRCA genes, it represented 43.5% of the positive results and 51.2% of the actionable variants. Considering the observed prevalence of PVs in actionable genes beyond BRCA1/2 (9%, 20/224), multigene panel testing may offer an effective first-tier diagnostic approach in this population.
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Affiliation(s)
| | | | | | - Daniele Xavier Assad
- Department of Oncology, Hospital Sírio-Libanês, Brasília, Distrito Federal, Brazil
| | - Romualdo Barroso
- Department of Oncology, Hospital Sírio-Libanês, Brasília, Distrito Federal, Brazil
| | - Natalia Polidorio
- Department of Oncology, Hospital Sírio-Libanês, Brasília, Distrito Federal, Brazil
| | | | | | | | | | - Maria Isabel Achatz
- Department of Oncology, Hospital Sírio-Libanês, São Paulo, São Paulo, Brazil
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25
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Baughan S, Tainsky MA. K3326X and Other C-Terminal BRCA2 Variants Implicated in Hereditary Cancer Syndromes: A Review. Cancers (Basel) 2021; 13:447. [PMID: 33503928 PMCID: PMC7865497 DOI: 10.3390/cancers13030447] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 01/11/2021] [Accepted: 01/21/2021] [Indexed: 02/06/2023] Open
Abstract
Whole genome analysis and the search for mutations in germline and tumor DNAs is becoming a major tool in the evaluation of risk as well as the management of hereditary cancer syndromes. Because of the identification of cancer predisposition gene panels, thousands of such variants have been catalogued yet many remain unclassified, presenting a clinical challenge for the management of hereditary cancer syndromes. Although algorithms exist to estimate the likelihood of a variant being deleterious, these tools are rarely used for clinical decision-making. Here, we review the progress in classifying K3326X, a rare truncating variant on the C-terminus of BRCA2 and review recent literature on other novel single nucleotide polymorphisms, SNPs, on the C-terminus of the protein, defined in this review as the portion after the final BRC repeat (amino acids 2058-3418).
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Affiliation(s)
- Scott Baughan
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI 48201, USA;
- Center for Molecular Medicine and Genetics, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - Michael A. Tainsky
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI 48201, USA;
- Center for Molecular Medicine and Genetics, Wayne State University School of Medicine, Detroit, MI 48201, USA
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26
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Identification of Variants (rs11571707, rs144848, and rs11571769) in the BRCA2 Gene Associated with Hereditary Breast Cancer in Indigenous Populations of the Brazilian Amazon. Genes (Basel) 2021; 12:genes12020142. [PMID: 33499154 PMCID: PMC7911168 DOI: 10.3390/genes12020142] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 01/14/2021] [Accepted: 01/20/2021] [Indexed: 12/09/2022] Open
Abstract
Estimates show that 5–10% of breast cancer cases are hereditary, caused by genetic variants in autosomal dominant genes; of these, 16% are due to germline mutations in the BRCA1 and BRCA2 genes. The comprehension of the mutation profile of these genes in the Brazilian population, particularly in Amazonian Amerindian groups, is scarce. We investigated fifteen polymorphisms in the BRCA1 and BRCA2 genes in Amazonian Amerindians and compared the results with the findings of global populations publicly available in the 1000 Genomes Project database. Our study shows that three variants (rs11571769, rs144848, and rs11571707) of the BRCA2 gene, commonly associated with hereditary breast cancer, had a significantly higher allele frequency in the Amazonian Amerindian individuals in comparison with the African, American, European, and Asian groups analyzed. These data outline the singular genetic profiles of the indigenous population from the Brazilian Amazon region. The knowledge about BRCA1 and BRCA2 variants is critical to establish public policies for hereditary breast cancer screening in Amerindian groups and populations admixed with them, such as the Brazilian population.
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27
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Prevalence of germline variants in consensus moderate-to-high-risk predisposition genes to hereditary breast and ovarian cancer in BRCA1/2-negative Brazilian patients. Breast Cancer Res Treat 2020; 185:851-861. [PMID: 33128190 DOI: 10.1007/s10549-020-05985-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 10/15/2020] [Indexed: 12/23/2022]
Abstract
PURPOSE This study aimed to identify and classify genetic variants in consensus moderate-to-high-risk predisposition genes associated with Hereditary Breast and Ovarian Cancer Syndrome (HBOC), in BRCA1/2-negative patients from Brazil. METHODS The study comprised 126 index patients who met NCCN clinical criteria and tested negative for all coding exons and intronic flanking regions of BRCA1/2 genes. Multiplex PCR-based assays were designed to cover the complete coding regions and flanking splicing sites of six genes implicated in HBOC. Sequencing was performed on HiSeq2500 Genome Analyzer. RESULTS Overall, we identified 488 unique variants. We identified five patients (3.97%) that harbored pathogenic or likely pathogenic variants in four genes: ATM (1), CHEK2 (2), PALB2 (1), and TP53 (1). One hundred and thirty variants were classified as variants of uncertain significance (VUS), 10 of which were predicted to disrupt mRNA splicing (seven non-coding variants and three coding variants), while other six missense VUS were classified as probably damaging by prediction algorithms. CONCLUSION A detailed mutational profile of non-BRCA genes is still being described in Brazil. In this study, we contributed to filling this gap, by providing important data on the diversity of genetic variants in a Brazilian high-risk patient cohort. ATM, CHEK2, PALB2 and TP53 are well established as HBOC predisposition genes, and the identification of deleterious variants in such actionable genes contributes to clinical management of probands and relatives.
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28
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Bandeira G, Rocha K, Lazar M, Ezquina S, Yamamoto G, Varela M, Takahashi V, Aguena M, Gollop T, Zatz M, Passos-Bueno MR, Krepischi A, Okamoto OK. Germline variants of Brazilian women with breast cancer and detection of a novel pathogenic ATM deletion in early-onset breast cancer. Breast Cancer 2020; 28:346-354. [PMID: 32986223 DOI: 10.1007/s12282-020-01165-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 09/16/2020] [Indexed: 04/07/2023]
Abstract
BACKGROUND It is estimated that 5-10% of breast cancer cases are hereditary. The identification of pathogenic germline variants allows individualized preventive health care, improvement of clinical management and genetic counseling. Studies in ethnically admixed Latin American populations have identified regions with increased frequency of deleterious variants in breast cancer predisposing genes. In this context, the Brazilian population exhibits great genetic heterogeneity, and is not well represented in international databases, which makes it difficult to interpret the clinical relevance of germline variants. METHODS We evaluated the frequency of pathogenic/likely pathogenic (P/LP) germline variants in up to 37 breast cancer predisposing genes, in a cohort of 105 breast and/or ovarian cancer Brazilian women referred to two research centers between 2014 and 2019. RESULTS A total of 22 patients (21%) were found to carry P/LP variants, and 16 VUS were detected in 15 patients (14.3%). Additionally, a novel pathogenic ATM intragenic deletion was identified in an early-onset breast cancer. We also detected a BRCA1 pathogenic variant (c.5074+2T>C) in higher frequency (10×) than in other studies with similar cohorts. CONCLUSIONS Our findings contribute to the characterization of the genetic background of breast cancer predisposition in the Brazilian population as a useful resource to discriminate between deleterious variants and VUS, thus enabling improvement in the preventive health care and clinical management of carriers.
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Affiliation(s)
- Gabriel Bandeira
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Centro de Pesquisa Sobre o Genoma Humano e Células-Tronco, Universidade de São Paulo, Cidade Universitária, Rua do Matão 277, São Paulo, SP, CEP: 05508-090, Brazil
| | - Katia Rocha
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Centro de Pesquisa Sobre o Genoma Humano e Células-Tronco, Universidade de São Paulo, Cidade Universitária, Rua do Matão 277, São Paulo, SP, CEP: 05508-090, Brazil
| | - Monize Lazar
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Centro de Pesquisa Sobre o Genoma Humano e Células-Tronco, Universidade de São Paulo, Cidade Universitária, Rua do Matão 277, São Paulo, SP, CEP: 05508-090, Brazil
| | - Suzana Ezquina
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Centro de Pesquisa Sobre o Genoma Humano e Células-Tronco, Universidade de São Paulo, Cidade Universitária, Rua do Matão 277, São Paulo, SP, CEP: 05508-090, Brazil
| | - Guilherme Yamamoto
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Centro de Pesquisa Sobre o Genoma Humano e Células-Tronco, Universidade de São Paulo, Cidade Universitária, Rua do Matão 277, São Paulo, SP, CEP: 05508-090, Brazil.,Genetics Unit, Faculty of Medicine, Children's Institute, Clinics Hospital, University of Sao Paulo, São Paulo, Brazil
| | - Monica Varela
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Centro de Pesquisa Sobre o Genoma Humano e Células-Tronco, Universidade de São Paulo, Cidade Universitária, Rua do Matão 277, São Paulo, SP, CEP: 05508-090, Brazil
| | - Vanessa Takahashi
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Centro de Pesquisa Sobre o Genoma Humano e Células-Tronco, Universidade de São Paulo, Cidade Universitária, Rua do Matão 277, São Paulo, SP, CEP: 05508-090, Brazil
| | - Meire Aguena
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Centro de Pesquisa Sobre o Genoma Humano e Células-Tronco, Universidade de São Paulo, Cidade Universitária, Rua do Matão 277, São Paulo, SP, CEP: 05508-090, Brazil
| | - Thomaz Gollop
- Department of Gynecology and Obstetrics, Faculty of Medicine of Jundiai, São Paulo, Brazil
| | - Mayana Zatz
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Centro de Pesquisa Sobre o Genoma Humano e Células-Tronco, Universidade de São Paulo, Cidade Universitária, Rua do Matão 277, São Paulo, SP, CEP: 05508-090, Brazil
| | - Maria Rita Passos-Bueno
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Centro de Pesquisa Sobre o Genoma Humano e Células-Tronco, Universidade de São Paulo, Cidade Universitária, Rua do Matão 277, São Paulo, SP, CEP: 05508-090, Brazil
| | - Ana Krepischi
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Centro de Pesquisa Sobre o Genoma Humano e Células-Tronco, Universidade de São Paulo, Cidade Universitária, Rua do Matão 277, São Paulo, SP, CEP: 05508-090, Brazil
| | - Oswaldo Keith Okamoto
- Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Centro de Pesquisa Sobre o Genoma Humano e Células-Tronco, Universidade de São Paulo, Cidade Universitária, Rua do Matão 277, São Paulo, SP, CEP: 05508-090, Brazil.
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29
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Alenezi WM, Fierheller CT, Recio N, Tonin PN. Literature Review of BARD1 as a Cancer Predisposing Gene with a Focus on Breast and Ovarian Cancers. Genes (Basel) 2020; 11:E856. [PMID: 32726901 PMCID: PMC7464855 DOI: 10.3390/genes11080856] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 07/22/2020] [Accepted: 07/23/2020] [Indexed: 12/19/2022] Open
Abstract
Soon after the discovery of BRCA1 and BRCA2 over 20 years ago, it became apparent that not all hereditary breast and/or ovarian cancer syndrome families were explained by germline variants in these cancer predisposing genes, suggesting that other such genes have yet to be discovered. BRCA1-associated ring domain (BARD1), a direct interacting partner of BRCA1, was one of the earliest candidates investigated. Sequencing analyses revealed that potentially pathogenic BARD1 variants likely conferred a low-moderate risk to hereditary breast cancer, but this association is inconsistent. Here, we review studies of BARD1 as a cancer predisposing gene and illustrate the challenge of discovering additional cancer risk genes for hereditary breast and/or ovarian cancer. We selected peer reviewed research articles that focused on three themes: (i) sequence analyses of BARD1 to identify potentially pathogenic germline variants in adult hereditary cancer syndromes; (ii) biological assays of BARD1 variants to assess their effect on protein function; and (iii) association studies of BARD1 variants in family-based and case-control study groups to assess cancer risk. In conclusion, BARD1 is likely to be a low-moderate penetrance breast cancer risk gene.
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Affiliation(s)
- Wejdan M. Alenezi
- Department of Human Genetics, McGill University, Montreal, QC H3A 0G4, Canada; (W.M.A.); (C.T.F.); (N.R.)
- Cancer Research Program, The Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada
- Department of Medical Laboratory Technology, Taibah University, Medina 42353, Saudi Arabia
| | - Caitlin T. Fierheller
- Department of Human Genetics, McGill University, Montreal, QC H3A 0G4, Canada; (W.M.A.); (C.T.F.); (N.R.)
- Cancer Research Program, The Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada
| | - Neil Recio
- Department of Human Genetics, McGill University, Montreal, QC H3A 0G4, Canada; (W.M.A.); (C.T.F.); (N.R.)
- Cancer Research Program, The Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada
| | - Patricia N. Tonin
- Department of Human Genetics, McGill University, Montreal, QC H3A 0G4, Canada; (W.M.A.); (C.T.F.); (N.R.)
- Cancer Research Program, The Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada
- Department of Medicine, McGill University, Montreal, QC H3A 0G4, Canada
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30
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The Effects of Genetic and Epigenetic Alterations of BARD1 on the Development of Non-Breast and Non-Gynecological Cancers. Genes (Basel) 2020; 11:genes11070829. [PMID: 32708251 PMCID: PMC7396976 DOI: 10.3390/genes11070829] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Revised: 07/14/2020] [Accepted: 07/17/2020] [Indexed: 02/06/2023] Open
Abstract
Breast Cancer 1 (BRCA1) gene is a well-characterized tumor suppressor gene, mutations of which are primarily found in women with breast and ovarian cancers. BRCA1-associated RING domain 1 (BARD1) gene has also been identified as an important tumor suppressor gene in breast, ovarian, and uterine cancers. Underscoring the functional significance of the BRCA1 and BARD1 interactions, prevalent mutations in the BRCA1 gene are found in its RING domain, through which it binds the RING domain of BARD1. BARD1-BRCA1 heterodimer plays a crucial role in a variety of DNA damage response (DDR) pathways, including DNA damage checkpoint and homologous recombination (HR). However, many mutations in both BARD1 and BRCA1 also exist in other domains that significantly affect their biological functions. Intriguingly, recent genome-wide studies have identified various single nucleotide polymorphisms (SNPs), genetic alterations, and epigenetic modifications in or near the BARD1 gene that manifested profound effects on tumorigenesis in a variety of non-breast and non-gynecological cancers. In this review, we will briefly discuss the molecular functions of BARD1, including its BRCA1-dependent as well as BRCA1-independent functions. We will then focus on evaluating the common BARD1 related SNPs as well as genetic and epigenetic changes that occur in the non-BRCA1-dominant cancers, including neuroblastoma, lung, and gastrointestinal cancers. Furthermore, the pro- and anti-tumorigenic functions of different SNPs and BARD1 variants will also be discussed.
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Suszynska M, Kozlowski P. Summary of BARD1 Mutations and Precise Estimation of Breast and Ovarian Cancer Risks Associated with the Mutations. Genes (Basel) 2020; 11:genes11070798. [PMID: 32679805 PMCID: PMC7397132 DOI: 10.3390/genes11070798] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 07/13/2020] [Accepted: 07/14/2020] [Indexed: 12/12/2022] Open
Abstract
Over the last two decades, numerous BARD1 mutations/pathogenic variants (PVs) have been found in patients with breast cancer (BC) and ovarian cancer (OC). However, their role in BC and OC susceptibility remains controversial, and strong evidence-based guidelines for carriers are not yet available. Herein, we present a comprehensive catalog of BARD1 PVs identified in large cumulative cohorts of ~48,700 BC and ~20,800 OC cases (retrieved from 123 studies examining the whole coding sequence of BARD1). Using these resources, we compared the frequency of BARD1 PVs in the cases and ~134,100 controls from the gnomAD database and estimated the effect of the BARD1 PVs on BC and OC risks. The analysis revealed that BARD1 is a BC moderate-risk gene (odds ratio (OR) = 2.90, 95% CIs:2.25–3.75, p < 0.0001) but not an OC risk gene (OR = 1.36, 95% CIs:0.87–2.11, p = 0.1733). In addition, the BARD1 mutational spectrum outlined in this study allowed us to determine recurrent PVs and evaluate the variant-specific risk for the most frequent PVs. In conclusion, these precise estimates improve the understanding of the role of BARD1 PVs in BC and OC predisposition and support the need for BARD1 diagnostic testing in BC patients.
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Affiliation(s)
| | - Piotr Kozlowski
- Correspondence: ; Tel.: +48-618-528-503 (ext. 261); Fax: +48-618-520-532
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