1
|
Andaluz S, Zhao B, Sinha S, Lagniton PNP, Costa DA, Ding X, Brito M, Wang SM. Using Portuguese BRCA pathogenic variation as a model to study the impact of human admixture on human health. BMC Genomics 2024; 25:416. [PMID: 38671360 PMCID: PMC11055274 DOI: 10.1186/s12864-024-10311-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 04/15/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND Admixture occurs between different ethnic human populations. The global colonization in recent centuries by Europeans led to the most significant admixture in human history. While admixture may enhance genetic diversity for better fitness, it may also impact on human health by transmitting genetic variants for disease susceptibility in the admixture population. The admixture by Portuguese global exploration initiated in the 15th century has reached over 20 million of Portuguese-heritage population worldwide. It provides a valuable model to study the impact of admixture on human health. BRCA1 and BRCA2 (BRCA) are two of the important tumor suppressor genes. The pathogenic variation (PV) in BRCA is well determined to cause high risk of hereditary breast and ovarian cancer. Tracing the distribution of Portuguese BRCA PV in Portuguese-heritage population will help to understand the impact of admixture on cancer susceptibility in modern humans. In this study, we analyzed the distribution of the Portuguese-originated BRCA variation in Brazilian population, which has high degree Portuguese-heritage. METHODS By comprehensive data mining, standardization and annotation, we generated a Portuguese-derived BRCA variation dataset and a Brazilian-derived BRCA variation dataset. We compared the two BRCA variation datasets to identify the BRCA variants shared between the two populations. RESULTS The Portuguese-derived BRCA variation dataset consists of 220 BRCA variants including 78 PVs from 11,482 Portuguese cancer patients, 93 (42.2%) in BRCA1 and 127 (57.7%) in BRCA2. Of the 556 Portuguese BRCA PV carriers carrying the 78 PVs, 331 (59.5%) carried the three Portuguese-BRCA founder PVs of BRCA1 c.2037delinsCC, BRCA1 c.3331_3334del and BRCA2 c.156_157insAlu. The Brazilian-derived BRCA variation dataset consists of 255 BRCA PVs from 7,711 cancer patients, 136 (53.3%) in BRCA1 and 119 (46.6%) in BRCA2. We developed an open database named dbBRCA-Portuguese ( https://genemutation.fhs.um.edu.mo/dbbrca-portuguese/ ) and an open database named dbBRCA-Brazilian ( https://genemutation.fhs.um.edu.mo/dbbrca-brazilian ) to host the BRCA variation data from Portuguese and Brazilian populations. We compared the BRCA PV datasets between Portuguese and Brazilian populations, and identified 29 Portuguese-specific BRCA PVs shared between Portuguese and Brazilian populations, 14 in BRCA1 including the Portuguese founder BRCA1 c.3331_3334del and BRCA1 c.2037delinsCC, and 15 in BRCA2 including the Portuguese founder BRCA2 c.156_157insAlu. Searching the 78 Portuguese BRCA PVs in over 5,000 ancient human genomes identified evolution origin for only 8 PVs in Europeans dated between 37,470 and 3,818 years before present, confirming the Portuguese-specificity of Portuguese BRCA PVs; comparing the 78 Portuguese BRCA PVs Portuguese, 255 Brazilian BRCA PVs, and 134 African BRCA PVs showed little overlapping, ruling out the possibility that the BRCA PVs shared between Portuguese and Brazilian may also be contributed by African. CONCLUSION Our study provides evidence that the admixture in recent human history contributed to cancer susceptibility in modern humans.
Collapse
Affiliation(s)
- Stephanie Andaluz
- Ministry of Education Frontiers Science Center for Precision Oncology, Cancer Center and Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao SRA, China
| | - Bojin Zhao
- Ministry of Education Frontiers Science Center for Precision Oncology, Cancer Center and Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao SRA, China
| | - Siddharth Sinha
- Ministry of Education Frontiers Science Center for Precision Oncology, Cancer Center and Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao SRA, China
| | - Philip Naderev Panuringan Lagniton
- Ministry of Education Frontiers Science Center for Precision Oncology, Cancer Center and Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao SRA, China
| | - Diogo Alpuim Costa
- Medical Oncology Department, Hospital de Cascais, Cascais; Haematology and Oncology Department, CUF Oncologia, Lisbon; NOVA Medical School, Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Lisbon, Portugal
| | - Xiaofan Ding
- Ministry of Education Frontiers Science Center for Precision Oncology, Cancer Center and Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao SRA, China
| | - Miguel Brito
- Escola Superior de Tecnologia da Saúde de Lisboa, Instituto Politécnico de Lisboa, Lisbon, Portugal.
| | - San Ming Wang
- Ministry of Education Frontiers Science Center for Precision Oncology, Cancer Center and Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao SRA, China.
| |
Collapse
|
2
|
Cardoso M, Maia S, Brandão A, Sahasrabudhe R, Lott P, Belter N, Carvajal-Carmona LG, Paulo P, Teixeira MR. Exome sequencing of affected duos and trios uncovers PRUNE2 as a novel prostate cancer predisposition gene. Br J Cancer 2023; 128:1077-1085. [PMID: 36564567 PMCID: PMC10006409 DOI: 10.1038/s41416-022-02125-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 12/09/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Prostate cancer (PrCa) is one of the most hereditable human cancers, however, only a small fraction of patients has been shown to carry deleterious variants in known cancer predisposition genes. METHODS Whole-exome sequencing was performed in multiple affected members of 45 PrCa families to select the best candidate genes behind part of the PrCa missing hereditability. Recurrently mutated genes were prioritised, and further investigated by targeted next-generation sequencing in the whole early-onset and/or familial PrCa series of 462 patients. RESULTS PRUNE2 stood out from our analysis when also considering the available data on its association with PrCa development. Ten germline pathogenic/likely pathogenic variants in the PRUNE2 gene were identified in 13 patients. The most frequent variant was found in three unrelated patients and identical-by-descent analysis revealed that the haplotype associated with the variant is shared by all the variant carriers, supporting the existence of a common ancestor. DISCUSSION This is the first report of pathogenic/likely pathogenic germline variants in PRUNE2 in PrCa patients, namely in those with early-onset/familial disease. Importantly, PRUNE2 was the most frequently mutated gene in the whole series, with a deleterious germline variant identified in 2.8% of the patients, representing a novel prostate cancer predisposition gene.
Collapse
Affiliation(s)
- Marta Cardoso
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center, Porto, Portugal
| | - Sofia Maia
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center, Porto, Portugal
| | - Andreia Brandão
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center, Porto, Portugal
| | | | - Paul Lott
- Genome Center, University of California at Davis, Davis, CA, USA
| | - Natalia Belter
- Genome Center, University of California at Davis, Davis, CA, USA
| | - Luis G Carvajal-Carmona
- Genome Center, University of California at Davis, Davis, CA, USA
- Department of Biochemistry and Molecular Medicine, School of Medicine, University of California at Davis, Sacramento, CA, USA
- University of California Davis Comprehensive Cancer Center, Sacramento, CA, USA
| | - Paula Paulo
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center, Porto, Portugal
| | - Manuel R Teixeira
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center, Porto, Portugal.
- Department of Laboratory Genetics, Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center, Porto, Portugal.
- School of Medicine and Biomedical Sciences (ICBAS), University of Porto, Porto, Portugal.
| |
Collapse
|
3
|
Vicente R, Alpuim Costa D, Vitorino M, Mendes AD, Santos C, Fontes-sousa M. Mutation Patterns in Portuguese Families with Hereditary Breast and Ovarian Cancer Syndrome. Cancers (Basel) 2022; 14:4717. [PMID: 36230639 PMCID: PMC9564125 DOI: 10.3390/cancers14194717] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 09/25/2022] [Accepted: 09/25/2022] [Indexed: 11/16/2022] Open
Abstract
Simple Summary The pattern of Breast Cancer Genes 1 (BRCA1) and 2 (BRCA2) mutations in Hereditary Breast Ovarian Cancer (HBOC) families varies widely among different populations. About 30% of Portuguese HBOC can be associated with inherited cancer caused by BRCA1 or BRCA2 mutations. Three variants were identified (c.156_157insAlu in the BRCA2 gene and c.3331_3334del and c.2037delinsCC in the BRCA1 gene), accounting for about 50% of all Portuguese pathogenic mutations. Characterising the mutational spectrum in specific populations allows for a more efficient and cost-saving screening approach. Abstract Germline pathogenic variants in the Breast Cancer Genes 1 (BRCA1) and 2 (BRCA2) are responsible for Hereditary Breast and Ovarian Cancer (HBOC) syndrome. Genetic susceptibility to breast cancer accounts for 5–10% of all cases, phenotypically presenting with characteristics such as an autosomal dominant inheritance pattern, earlier age of onset, bilateral tumours, male breast cancer, and ovarian tumours, among others. BRCA2 pathogenic variant is usually associated with other cancers such as melanoma, prostate, and pancreatic cancers. Many rearrangements of different mutations were found in both genes, with some ethnic groups having higher frequencies of specific mutations due to founder effects. Despite the heterogeneity of germline BRCA1/BRCA2 mutations in Portuguese breast or/and ovarian cancer families, the first described founder mutation in the BRCA2 gene (c.156_157insAlu) and two other variants in the BRCA1 gene (c.3331_3334del and c.2037delinsCC) contribute to about 50% of all pathogenic mutations. Furthermore, the families with the BRCA1 c.3331_3334del or the c.2037delinsCC mutations share a common haplotype, suggesting that these may also be founder mutations in the Portuguese population. Identifying specific and recurrent/founder mutations plays an important role in increasing the efficiency of genetic testing since it allows the use of more specific, cheaper and faster strategies to screen HBOC families. Therefore, this review aims to describe the mutational rearrangements of founder mutations and evaluate their impact on the genetic testing criteria for HBOC families of Portuguese ancestry.
Collapse
|
4
|
Custódio N, Savisaar R, Carvalho C, Bak-Gordon P, Ribeiro MI, Tavares J, Nunes PB, Peixoto A, Pinto C, Escudeiro C, Teixeira MR, Carmo-Fonseca M. Expression Profiling in Ovarian Cancer Reveals Coordinated Regulation of BRCA1/2 and Homologous Recombination Genes. Biomedicines 2022; 10:biomedicines10020199. [PMID: 35203410 PMCID: PMC8868827 DOI: 10.3390/biomedicines10020199] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 01/09/2022] [Accepted: 01/13/2022] [Indexed: 02/04/2023] Open
Abstract
Predictive biomarkers are crucial in clarifying the best strategy to use poly(ADP-ribose) polymerase inhibitors (PARPi) for the greatest benefit to ovarian cancer patients. PARPi are specifically lethal to cancer cells that cannot repair DNA damage by homologous recombination (HR), and HR deficiency is frequently associated with BRCA1/2 mutations. Genetic tests for BRCA1/2 mutations are currently used in the clinic, but results can be inconclusive due to the high prevalence of rare DNA sequence variants of unknown significance. Most tests also fail to detect epigenetic modifications and mutations located deep within introns that may alter the mRNA. The aim of this study was to investigate whether quantitation of BRCA1/2 mRNAs in ovarian cancer can provide information beyond the DNA tests. Using the nCounter assay from NanoString Technologies, we analyzed RNA isolated from 38 ovarian cancer specimens and 11 normal fallopian tube samples. We found that BRCA1/2 expression was highly variable among tumors. We further observed that tumors with lower levels of BRCA1/2 mRNA showed downregulated expression of 12 additional HR genes. Analysis of 299 ovarian cancer samples from The Cancer Genome Atlas (TCGA) confirmed the coordinated expression of BRCA1/2 and HR genes. To facilitate the routine analysis of BRCA1/2 mRNA in the clinical setting, we developed a targeted droplet digital PCR approach that can be used with FFPE samples. In conclusion, this study underscores the potential clinical benefit of measuring mRNA levels in tumors when BRCA1/2 DNA tests are negative or inconclusive.
Collapse
Affiliation(s)
- Noélia Custódio
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, 1649-028 Lisboa, Portugal; (R.S.); (C.C.); (P.B.-G.); (M.I.R.); (M.C.-F.)
- Correspondence: ; Tel.: +35-121-799-9411
| | - Rosina Savisaar
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, 1649-028 Lisboa, Portugal; (R.S.); (C.C.); (P.B.-G.); (M.I.R.); (M.C.-F.)
| | - Célia Carvalho
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, 1649-028 Lisboa, Portugal; (R.S.); (C.C.); (P.B.-G.); (M.I.R.); (M.C.-F.)
| | - Pedro Bak-Gordon
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, 1649-028 Lisboa, Portugal; (R.S.); (C.C.); (P.B.-G.); (M.I.R.); (M.C.-F.)
| | - Maria I. Ribeiro
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, 1649-028 Lisboa, Portugal; (R.S.); (C.C.); (P.B.-G.); (M.I.R.); (M.C.-F.)
| | - Joana Tavares
- Serviço de Anatomia Patológica, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, 1649-028 Lisboa, Portugal;
| | - Paula B. Nunes
- Hospital CUF Descobertas, 1998-018 Lisboa, Portugal;
- Faculdade de Medicina, Universidade de Lisboa, 1649-028 Lisboa, Portugal
| | - Ana Peixoto
- Serviço de Genética, Instituto Português de Oncologia do Porto Francisco Gentil, 4200-072 Porto, Portugal; (A.P.); (C.P.); (C.E.); (M.R.T.)
| | - Carla Pinto
- Serviço de Genética, Instituto Português de Oncologia do Porto Francisco Gentil, 4200-072 Porto, Portugal; (A.P.); (C.P.); (C.E.); (M.R.T.)
| | - Carla Escudeiro
- Serviço de Genética, Instituto Português de Oncologia do Porto Francisco Gentil, 4200-072 Porto, Portugal; (A.P.); (C.P.); (C.E.); (M.R.T.)
| | - Manuel R. Teixeira
- Serviço de Genética, Instituto Português de Oncologia do Porto Francisco Gentil, 4200-072 Porto, Portugal; (A.P.); (C.P.); (C.E.); (M.R.T.)
| | - Maria Carmo-Fonseca
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, 1649-028 Lisboa, Portugal; (R.S.); (C.C.); (P.B.-G.); (M.I.R.); (M.C.-F.)
| |
Collapse
|
5
|
Miguel I, Rodrigues F, Fragoso S, Freixo J, Clara A, Luís A, Bento S, Fernandes M, Bacelar F, Câmara S, Parreira J, Duarte T, Rodrigues P, Santos S, Vaz F. Hereditary breast cancer and ancestry in the Madeira archipelago: an exploratory study. Ecancermedicalscience 2021; 15:1261. [PMID: 34567246 PMCID: PMC8426025 DOI: 10.3332/ecancer.2021.1261] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Indexed: 11/30/2022] Open
Abstract
Access to genetic testing and counselling in remote areas such as the Madeira archipelago, in the Northern Atlantic Ocean, may be complex. Different counselling methods, including telegenetics, should be explored. In this study, we characterise the Hereditary Breast/Ovarian Cancer (HBOC) families with Madeira ancestry enrolled in our programme. Of a total of 3,566 index patients tested between January 2000 and June 2018, 68 had Madeira ancestry and 22 were diagnosed with a pathogenic germline variant (PV). As in the whole group, BRCA2 PV were more frequent in Madeira patients (68.4%: c.9382C>T (26.3%), c.658_659del (21%), c.156_157insAlu (10.5%), c.793+1G>A (5.3%) and c.298A>T (5.3%). However, the most frequently diagnosed PV in Madeira patients was the BRCA1 c.3331_3334del (31.6%). BRCA1/2 detection rates were 27.9% and 10.5% for Madeira and the whole group, respectively. This study is the first characterisation of HBOC patients with Madeira ancestry. A distinct pattern of BRCA1/2 variants was observed, and the geographic clustering of BRCA1 c.3331_3334del variant may support the possibility of a founder mutation previously described in Northern Portugal. The high detection rate observed reinforces the need to reduce gaps in access to genetic testing in Madeira and other remote areas. According to current guidelines, timely identification of HBOC patients can contribute to their ongoing care and treatment.
Collapse
Affiliation(s)
- Isália Miguel
- Instituto Português de Oncologia de Lisboa Francisco Gentil, EPE, Rua Prof. Lima Basto 1099-023 Lisboa, Portugal
| | - Fátima Rodrigues
- Instituto Português de Oncologia de Lisboa Francisco Gentil, EPE, Rua Prof. Lima Basto 1099-023 Lisboa, Portugal
| | - Sofia Fragoso
- Instituto Português de Oncologia de Lisboa Francisco Gentil, EPE, Rua Prof. Lima Basto 1099-023 Lisboa, Portugal
| | - João Freixo
- CGPP-IBMC-i3S - Centro de Genética Preditiva e Preventiva, Instituto de Biologia Molecular e Celular, Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Júlio Amaral de Carvalho 45, 4200-135 Porto, Portugal
| | - Ana Clara
- Instituto Português de Oncologia de Lisboa Francisco Gentil, EPE, Rua Prof. Lima Basto 1099-023 Lisboa, Portugal
| | - Ana Luís
- Instituto Português de Oncologia de Lisboa Francisco Gentil, EPE, Rua Prof. Lima Basto 1099-023 Lisboa, Portugal
| | - Sandra Bento
- Instituto Português de Oncologia de Lisboa Francisco Gentil, EPE, Rua Prof. Lima Basto 1099-023 Lisboa, Portugal
| | - Mariana Fernandes
- Hospital Dr Nélio Mendonça, SESARAM, EPE, Avenida Luís de Camões 57, 9004-514 Funchal, Portugal
| | - Filipe Bacelar
- Hospital Dr Nélio Mendonça, SESARAM, EPE, Avenida Luís de Camões 57, 9004-514 Funchal, Portugal
| | - Sara Câmara
- Hospital Dr Nélio Mendonça, SESARAM, EPE, Avenida Luís de Camões 57, 9004-514 Funchal, Portugal
| | - Joana Parreira
- Instituto Português de Oncologia de Lisboa Francisco Gentil, EPE, Rua Prof. Lima Basto 1099-023 Lisboa, Portugal
| | - Teresa Duarte
- Instituto Português de Oncologia de Lisboa Francisco Gentil, EPE, Rua Prof. Lima Basto 1099-023 Lisboa, Portugal
| | - Paula Rodrigues
- Instituto Português de Oncologia de Lisboa Francisco Gentil, EPE, Rua Prof. Lima Basto 1099-023 Lisboa, Portugal
| | - Sidónia Santos
- Instituto Português de Oncologia de Lisboa Francisco Gentil, EPE, Rua Prof. Lima Basto 1099-023 Lisboa, Portugal
| | - Fátima Vaz
- Instituto Português de Oncologia de Lisboa Francisco Gentil, EPE, Rua Prof. Lima Basto 1099-023 Lisboa, Portugal
| |
Collapse
|
6
|
Silva TP, Pereira CA, Raposo AC, Oliveira AR, Arez M, Cabral JMS, Milagre I, Carmo-Fonseca M, Rocha STD. Generation and characterization of induced pluripotent stem cells heterozygous for the Portuguese BRCA2 founder mutation. Stem Cell Res 2021; 53:102364. [PMID: 34087993 DOI: 10.1016/j.scr.2021.102364] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 04/05/2021] [Accepted: 04/18/2021] [Indexed: 10/21/2022] Open
Abstract
Women who inherit heterozygous mutations in the BRCA2 gene have an increased risk of developing cancer, mainly breast and ovarian tumors. A particular BRCA2 mutation (c.156_157insAlu) is exclusively found in families of Portuguese ancestry and is present in approximately 30% of all Portuguese families with hereditary breast and ovarian cancers. We report the generation and characterization of the first iPSC line from a female donor harboring the Portuguese BRCA2 founder mutation. Skin fibroblasts were reprogrammed using a non-integrative Sendai virus. These iPSCs are a valuable tool to study the origin of BRCA2-associated cancer in its earliest phases.
Collapse
Affiliation(s)
- Teresa P Silva
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Portugal; Departamento de Bioengenharia e Instituto de Bioengenharia e Biociências, Instituto Superior Técnico, Universidade de Lisboa, Portugal; Associate Laboratory i4HB - Institute for Health and Bioeconomy, Instituto Superior Técnico, Universidade de Lisboa, Portugal
| | | | - Ana Cláudia Raposo
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Portugal; Departamento de Bioengenharia e Instituto de Bioengenharia e Biociências, Instituto Superior Técnico, Universidade de Lisboa, Portugal; Associate Laboratory i4HB - Institute for Health and Bioeconomy, Instituto Superior Técnico, Universidade de Lisboa, Portugal
| | - Ana Rita Oliveira
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Portugal
| | - Maria Arez
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Portugal; Departamento de Bioengenharia e Instituto de Bioengenharia e Biociências, Instituto Superior Técnico, Universidade de Lisboa, Portugal; Associate Laboratory i4HB - Institute for Health and Bioeconomy, Instituto Superior Técnico, Universidade de Lisboa, Portugal
| | - Joaquim M S Cabral
- Departamento de Bioengenharia e Instituto de Bioengenharia e Biociências, Instituto Superior Técnico, Universidade de Lisboa, Portugal; Associate Laboratory i4HB - Institute for Health and Bioeconomy, Instituto Superior Técnico, Universidade de Lisboa, Portugal
| | - Inês Milagre
- Instituto Gulbenkian de Ciência, Oeiras, Portugal
| | - Maria Carmo-Fonseca
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Portugal
| | - Simão Teixeira da Rocha
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Portugal; Departamento de Bioengenharia e Instituto de Bioengenharia e Biociências, Instituto Superior Técnico, Universidade de Lisboa, Portugal; Associate Laboratory i4HB - Institute for Health and Bioeconomy, Instituto Superior Técnico, Universidade de Lisboa, Portugal.
| |
Collapse
|
7
|
Brandão A, Paulo P, Maia S, Pinheiro M, Peixoto A, Cardoso M, Silva MP, Santos C, Eeles RA, Kote-Jarai Z, Muir K, Schleutker J, Wang Y, Pashayan N, Batra J, Grönberg H, Neal DE, Nordestgaard BG, Tangen CM, Southey MC, Wolk A, Albanes D, Haiman CA, Travis RC, Stanford JL, Mucci LA, West CML, Nielsen SF, Kibel AS, Cussenot O, Berndt SI, Koutros S, Sørensen KD, Cybulski C, Grindedal EM, Park JY, Ingles SA, Maier C, Hamilton RJ, Rosenstein BS, Vega A, Kogevinas M, Wiklund F, Penney KL, Brenner H, John EM, Kaneva R, Logothetis CJ, Neuhausen SL, Ruyck KD, Razack A, Newcomb LF, Lessel D, Usmani N, Claessens F, Gago-Dominguez M, Townsend PA, Roobol MJ, Teixeira MR. The CHEK2 Variant C.349A>G Is Associated with Prostate Cancer Risk and Carriers Share a Common Ancestor. Cancers (Basel) 2020; 12:E3254. [PMID: 33158149 PMCID: PMC7694218 DOI: 10.3390/cancers12113254] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 10/19/2020] [Accepted: 10/20/2020] [Indexed: 02/07/2023] Open
Abstract
The identification of recurrent founder variants in cancer predisposing genes may have important implications for implementing cost-effective targeted genetic screening strategies. In this study, we evaluated the prevalence and relative risk of the CHEK2 recurrent variant c.349A>G in a series of 462 Portuguese patients with early-onset and/or familial/hereditary prostate cancer (PrCa), as well as in the large multicentre PRACTICAL case-control study comprising 55,162 prostate cancer cases and 36,147 controls. Additionally, we investigated the potential shared ancestry of the carriers by performing identity-by-descent, haplotype and age estimation analyses using high-density SNP data from 70 variant carriers belonging to 11 different populations included in the PRACTICAL consortium. The CHEK2 missense variant c.349A>G was found significantly associated with an increased risk for PrCa (OR 1.9; 95% CI: 1.1-3.2). A shared haplotype flanking the variant in all carriers was identified, strongly suggesting a common founder of European origin. Additionally, using two independent statistical algorithms, implemented by DMLE+2.3 and ESTIAGE, we were able to estimate the age of the variant between 2300 and 3125 years. By extending the haplotype analysis to 14 additional carrier families, a shared core haplotype was revealed among all carriers matching the conserved region previously identified in the high-density SNP analysis. These findings are consistent with CHEK2 c.349A>G being a founder variant associated with increased PrCa risk, suggesting its potential usefulness for cost-effective targeted genetic screening in PrCa families.
Collapse
Affiliation(s)
- Andreia Brandão
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), 4200-072 Porto, Portugal; (A.B.); (P.P.); (S.M.); (M.P.); (M.C.); (M.P.S.)
| | - Paula Paulo
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), 4200-072 Porto, Portugal; (A.B.); (P.P.); (S.M.); (M.P.); (M.C.); (M.P.S.)
| | - Sofia Maia
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), 4200-072 Porto, Portugal; (A.B.); (P.P.); (S.M.); (M.P.); (M.C.); (M.P.S.)
| | - Manuela Pinheiro
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), 4200-072 Porto, Portugal; (A.B.); (P.P.); (S.M.); (M.P.); (M.C.); (M.P.S.)
| | - Ana Peixoto
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO Porto), 4200-072 Porto, Portugal; (A.P.); (C.S.)
| | - Marta Cardoso
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), 4200-072 Porto, Portugal; (A.B.); (P.P.); (S.M.); (M.P.); (M.C.); (M.P.S.)
| | - Maria P. Silva
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), 4200-072 Porto, Portugal; (A.B.); (P.P.); (S.M.); (M.P.); (M.C.); (M.P.S.)
| | - Catarina Santos
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO Porto), 4200-072 Porto, Portugal; (A.P.); (C.S.)
| | - Rosalind A. Eeles
- The Institute of Cancer Research, London SM2 5NG, UK; (R.A.E.); (Z.K.-J.)
- Royal Marsden NHS Foundation Trust, London SW3 6JJ, UK
| | - Zsofia Kote-Jarai
- The Institute of Cancer Research, London SM2 5NG, UK; (R.A.E.); (Z.K.-J.)
| | - Kenneth Muir
- Division of Population Health, Health Services Research and Primary Care, University of Manchester, Oxford Road, Manchester M13 9PL, UK;
- Warwick Medical School, University of Warwick, Coventry CV4 7AL, UK
| | - UKGPCS Collaborators
- The Institute of Cancer Research, London SW7 3RP, UK; (UKGPCS Collaborators); (The IMPACT Study Steering Committee and Collaborators)
| | - Johanna Schleutker
- Institute of Biomedicine, University of Turku, FI-20014 Turun Yliopisto, 20050 Turku, Finland;
- Department of Medical Genetics, Genomics, Laboratory Division, Turku University Hospital, P.O. Box 52, 20521 Turku, Finland
| | - Ying Wang
- Department of Population Science, American Cancer Society, 250 Williams Street, Atlanta, GA 30303, USA;
| | - Nora Pashayan
- Department of Applied Health Research, University College London, London WC1E 7HB, UK;
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Worts Causeway, Cambridge CB1 8RN, UK
| | - Jyotsna Batra
- Australian Prostate Cancer Research Centre-Qld, Institute of Health and Biomedical Innovation and School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD 4059, Australia; (J.B.); (APCB BioResource)
- Translational Research Institute, Brisbane, QLD 4102, Australia
| | - APCB BioResource
- Australian Prostate Cancer Research Centre-Qld, Institute of Health and Biomedical Innovation and School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD 4059, Australia; (J.B.); (APCB BioResource)
- Translational Research Institute, Brisbane, QLD 4102, Australia
| | - Henrik Grönberg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, SE-171 77 Stockholm, Sweden; (H.G.); (F.W.)
| | - David E. Neal
- Nuffield Department of Surgical Sciences, University of Oxford, Room 6603, Level 6, John Radcliffe Hospital, Headley Way, Headington, Oxford OX3 9DU, UK;
- Department of Oncology, University of Cambridge, Addenbrooke’s Hospital, Hills Road, Cambridge CB2 0QQ, UK
- Cancer Research UK, Cambridge Research Institute, Li Ka Shing Centre, Cambridge CB2 0RE, UK
| | - Børge G. Nordestgaard
- Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark; (B.G.N.); (S.F.N.)
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, 2200 Copenhagen, Denmark
| | - Catherine M. Tangen
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, M3-C102, Seattle, WA 98109-1024, USA;
| | - Melissa C. Southey
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC 3168, Australia;
- Cancer Epidemiology Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC 3004, Australia
- Department of Clinical Pathology, The Melbourne Medical School, The University of Melbourne, Melbourne, VIC 3004, Australia
| | - Alicja Wolk
- Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, SE-171 77 Stockholm, Sweden;
- Department of Surgical Sciences, Uppsala University, 75185 Uppsala, Sweden
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, ML 20892, USA; (D.A.); (S.I.B.); (S.K.)
| | - Christopher A. Haiman
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine, University of Southern California/Norris Comprehensive Cancer Center, Los Angeles, CA 90015, USA;
| | - Ruth C. Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK;
| | - Janet L. Stanford
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, DC 98109-1024, USA; (J.L.S.); (L.F.N.); (Canary PASS Investigators)
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, DC 98195, USA
| | - Lorelei A. Mucci
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA 02115, USA;
| | - Catharine M. L. West
- Division of Cancer Sciences, University of Manchester, Manchester Academic Health Science Centre, Radiotherapy Related Research, The Christie Hospital NHS Foundation Trust, Manchester M13 9PL, UK;
| | - Sune F. Nielsen
- Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark; (B.G.N.); (S.F.N.)
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, 2200 Copenhagen, Denmark
| | - Adam S. Kibel
- Division of Urologic Surgery, Brigham and Womens Hospital, 75 Francis Street, Boston, MA 02115, USA;
| | - Olivier Cussenot
- Sorbonne Universite, GRC n 5, AP-HP, Tenon Hospital, 4 rue de la Chine, F-75020 Paris, France;
- CeRePP, Tenon Hospital, F-75020 Paris, France
| | - Sonja I. Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, ML 20892, USA; (D.A.); (S.I.B.); (S.K.)
| | - Stella Koutros
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, ML 20892, USA; (D.A.); (S.I.B.); (S.K.)
| | - Karina Dalsgaard Sørensen
- Department of Molecular Medicine, Aarhus University Hospital, Palle Juul-Jensen Boulevard 99, 8200 Aarhus N, Denmark;
- Department of Clinical Medicine, Aarhus University, DK-8200 Aarhus N, Denmark
| | - Cezary Cybulski
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University, 70-115 Szczecin, Poland;
| | - Eli Marie Grindedal
- Department of Medical Genetics, Oslo University Hospital, 0424 Oslo, Norway;
| | - Jong Y. Park
- Department of Cancer Epidemiology, Moffitt Cancer Center, 12902 Magnolia Drive, Tampa, FL 33612, USA;
| | - Sue A. Ingles
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California/Norris Comprehensive Cancer Center, Los Angeles, CA 90015, USA;
| | - Christiane Maier
- Humangenetik Tuebingen, Paul-Ehrlich-Str 23, D-72076 Tuebingen, Germany;
| | - Robert J. Hamilton
- Department of Surgical Oncology, Princess Margaret Cancer Centre, Toronto, ON M5G 2M9, Canada;
- Department of Surgery (Urology), University of Toronto, Toronto, ON M5T 1P5, Canada
| | - Barry S. Rosenstein
- Department of Radiation Oncology and Department of Genetics and Genomic Sciences, Box 1236, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY 10029, USA;
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029-5674, USA
| | - Ana Vega
- Fundación Pública Galega Medicina Xenómica, 15706 Santiago de Compostela, Spain;
- Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago De Compostela, Spain
- CIBER of Rare Diseases (CIBERER), 28029 Madrid, Spain
| | | | - Manolis Kogevinas
- ISGlobal, 08036 Barcelona, Spain;
- IMIM (Hospital del Mar Medical Research Institute), 08003 Barcelona, Spain
- Campus del Mar, Universitat Pompeu Fabra (UPF), 08003 Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
| | - Fredrik Wiklund
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, SE-171 77 Stockholm, Sweden; (H.G.); (F.W.)
| | - Kathryn L. Penney
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital/Harvard Medical School, Boston, MA 02184, USA;
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany;
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), D-69120 Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 460, 69120 Heidelberg, Germany
| | - Esther M. John
- Departments of Epidemiology & Population Health and of Medicine, Division of Oncology, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA 94304, USA;
| | - Radka Kaneva
- Molecular Medicine Center, Department of Medical Chemistry and Biochemistry, Medical University of Sofia, Sofia, 2 Zdrave Str., 1431 Sofia, Bulgaria;
| | - Christopher J. Logothetis
- Department of Genitourinary Medical Oncology, The University of Texas M. D. Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX 77030, USA;
| | - Susan L. Neuhausen
- Department of Population Sciences, Beckman Research Institute of the City of Hope, 1500 East Duarte Road, Duarte, CA 91010, USA;
| | - Kim De Ruyck
- Faculty of Medicine and Health Sciences, Basic Medical Sciences, Ghent University, Proeftuinstraat 86, 9000 Gent, Belgium;
| | - Azad Razack
- Department of Surgery, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia;
| | - Lisa F. Newcomb
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, DC 98109-1024, USA; (J.L.S.); (L.F.N.); (Canary PASS Investigators)
- Department of Urology, University of Washington, 1959 NE Pacific Street, Box 356510, Seattle, WA 98195, USA
| | - Canary PASS Investigators
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, DC 98109-1024, USA; (J.L.S.); (L.F.N.); (Canary PASS Investigators)
- Department of Urology, University of Washington, 1959 NE Pacific Street, Box 356510, Seattle, WA 98195, USA
| | - Davor Lessel
- Institute of Human Genetics, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany;
| | - Nawaid Usmani
- Department of Oncology, Cross Cancer Institute, University of Alberta, 11560 University Avenue, Edmonton, AB T6G 1Z2, Canada;
- Division of Radiation Oncology, Cross Cancer Institute, 11560 University Avenue, Edmonton, AB T6G 1Z2, Canada
| | - Frank Claessens
- Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, Campus Gasthuisberg, University of Leuven, Herestraat 49, P.O. Box 901, 3000 Leuven, Belgium;
| | - Manuela Gago-Dominguez
- Group of Genomic Medicine, Galician Public Foundation of Genomic Medicine, Health Research Institute of Santiago de Compostela (IDIS), Galician Healthcare Service (SERGAS) University of Santiago de Compostela, 15782 Santiago de Compostela, Spain;
- Moores Cancer Center, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA 92093-0012, USA
| | - Paul A. Townsend
- Division of Cancer Sciences, Manchester Cancer Research Centre, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, National Institute for Health Research (NIHR) Manchester Biomedical Research Centre, Health Innovation Manchester, University of Manchester, Manchester M13 9PL, UK;
| | - Monique J. Roobol
- Department of Urology, Erasmus University Medical Center, 3015 CE Rotterdam, The Netherlands;
| | | | | | - Manuel R. Teixeira
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), 4200-072 Porto, Portugal; (A.B.); (P.P.); (S.M.); (M.P.); (M.C.); (M.P.S.)
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO Porto), 4200-072 Porto, Portugal; (A.P.); (C.S.)
- Warwick Medical School, University of Warwick, Coventry CV4 7AL, UK
- Biomedical Sciences Institute Abel Salazar (ICBAS), University of Porto, 4050-313 Porto, Portugal
| |
Collapse
|
8
|
Deuitch N, Li ST, Courtney E, Shaw T, Dent R, Tan V, Yackowski L, Torene R, Berkofsky-Fessler W, Ngeow J. Early-onset breast cancer in a woman with a germline mobile element insertion resulting in BRCA2 disruption: a case report. Hum Genome Var 2020; 7:24. [PMID: 32884827 PMCID: PMC7447638 DOI: 10.1038/s41439-020-00111-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 08/03/2020] [Accepted: 08/03/2020] [Indexed: 11/24/2022] Open
Abstract
Mobile element insertions (MEIs) contribute to genomic diversity, but they can be responsible for human disease in some cases. Initial clinical testing (BRCA1, BRCA2 and PALB2) in a 40-year-old female with unilateral breast cancer did not detect any pathogenic variants. Subsequent reanalysis for MEIs detected a novel likely pathogenic insertion of the retrotransposon element (RE) c.7894_7895insSVA in BRCA2. This case highlights the importance of bioinformatic pipeline optimization for the detection of MEIs in genes associated with hereditary cancer, as early detection can significantly impact clinical management.
Collapse
Affiliation(s)
- Natalie Deuitch
- Cancer Genetics Service, Division of Medical Oncology, National Cancer Centre, Singapore, Singapore
- Department of Genetics, Stanford University School of Medicine, Stanford, CA USA
| | - Shao-Tzu Li
- Cancer Genetics Service, Division of Medical Oncology, National Cancer Centre, Singapore, Singapore
| | - Eliza Courtney
- Cancer Genetics Service, Division of Medical Oncology, National Cancer Centre, Singapore, Singapore
| | - Tarryn Shaw
- Cancer Genetics Service, Division of Medical Oncology, National Cancer Centre, Singapore, Singapore
| | - Rebecca Dent
- Division of Medical Oncology, National Cancer Centre, Singapore, Singapore
| | - Veronique Tan
- Division of Breast Surgical Oncology, National Cancer Centre, Singapore, Singapore
| | | | | | | | - Joanne Ngeow
- Cancer Genetics Service, Division of Medical Oncology, National Cancer Centre, Singapore, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| |
Collapse
|
9
|
Peixoto A, Pinto P, Guerra J, Pinheiro M, Santos C, Pinto C, Santos R, Escudeiro C, Bartosch C, Canário R, Barbosa A, Gouveia A, Petiz A, Abreu MH, Sousa S, Pereira D, Silva J, Teixeira MR. Tumor Testing for Somatic and Germline BRCA1/ BRCA2 Variants in Ovarian Cancer Patients in the Context of Strong Founder Effects. Front Oncol 2020; 10:1318. [PMID: 32850417 PMCID: PMC7412538 DOI: 10.3389/fonc.2020.01318] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Accepted: 06/24/2020] [Indexed: 12/21/2022] Open
Abstract
Deleterious variants in the BRCA1/BRCA2 genes and homologous recombination deficiency (HRD) status are considered strong predictors of response to poly (ADP-ribose) polymerase (PARP) inhibitors (PARPi). The introduction of PARPi in clinical practice for the treatment of patients with advanced ovarian cancer imposed changes in the molecular diagnosis of BRCA1/BRCA2 variants. BRCA1/BRCA2 tumor testing by next-generation sequencing (NGS) can detect simultaneously both somatic and germline variants, allowing the identification of more patients with higher likelihood of benefiting from PARPi. Our main goal was to determine the frequency of somatic and germline BRCA1/BRCA2 variants in a series of non-mucinous OC, and to define the best strategy to be implemented in a routine diagnostic setting for the screening of germline/somatic variants in these genes, including the BRCA2 c.156_157insAlu Portuguese founder variant. We observed a frequency of 19.3% of deleterious variants, 13.3% germline, and 5.9% somatic. A higher prevalence of pathogenic variants was observed in patients diagnosed with high-grade serous ovarian cancer (23.2%). Considering the frequencies of the c.3331_3334del and the c.2037delinsCC BRCA1 variants observed in this study (73% of all BRCA1 pathogenic germline variants identified) and the limitations of NGS to detect the BRCA2 c.156_157insAlu variant, it might be cost-effective to test for these founder variants with a specific test prior to tumor screening of the entire coding regions of BRCA1 and BRCA2 by NGS in patients of Portuguese ancestry.
Collapse
Affiliation(s)
- Ana Peixoto
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Pedro Pinto
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Joana Guerra
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Manuela Pinheiro
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Catarina Santos
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Carla Pinto
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Rui Santos
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Carla Escudeiro
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Carla Bartosch
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Cancer Biology and Epigenetics Group, CI-IPOP, IPO Porto, Porto, Portugal
| | - Rita Canário
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Cancer Biology and Epigenetics Group, CI-IPOP, IPO Porto, Porto, Portugal.,Epithelial Interactions in Cancer Lab, Instituto de Investigação e Inovação em Saúde (I3S)/Instituto de Patologia e Imunologia Molecular da Universidade Do Porto (IPATIMUP), University of Porto, Porto, Portugal.,Graduate Program in Areas of Basic and Applied Biology, Instituto de Ciências Biomédicas Abel Salazar (ICBAS), University of Porto, Porto, Portugal
| | - Ana Barbosa
- Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Alfredo Gouveia
- Department of Gynecology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Almerinda Petiz
- Department of Gynecology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Miguel Henriques Abreu
- Department of Medical Oncology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Susana Sousa
- Department of Medical Oncology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Deolinda Pereira
- Department of Medical Oncology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - João Silva
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Manuel R Teixeira
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Cancer Genetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, Porto, Portugal
| |
Collapse
|
10
|
Ren ZJ, Cao DH, Zhang Q, Ren PW, Liu LR, Wei Q, Wei WR, Dong Q. First-degree family history of breast cancer is associated with prostate cancer risk: a systematic review and meta-analysis. BMC Cancer 2019; 19:871. [PMID: 31477094 PMCID: PMC6720429 DOI: 10.1186/s12885-019-6055-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Accepted: 08/19/2019] [Indexed: 02/05/2023] Open
Abstract
Background The relationship between first-degree family history of female breast cancer and prostate cancer risk in the general population remains unclear. We performed a meta-analysis to determine the association between first-degree family history of female breast cancer and prostate cancer risk. Methods Databases, including MEDLINE, Embase, and Web of Science, were searched for all associated studies that evaluated associations between first-degree family history of female breast cancer and prostate cancer risk up to December 31, 2018. Information on study characteristics and outcomes were extracted based on the Preferred Reporting Items for Systematic Review and Meta-analysis (PRISMA) statement and Meta-analysis of Observational Studies in Epidemiology (MOOSE) guidelines. The quality of evidence was assessed using the GRADE approach. Results Eighteen studies involving 17,004,892 individuals were included in the meta-analysis. Compared with no family history of female breast cancer, history of female breast cancer in first-degree relatives was associated with an increased risk of prostate cancer [relative risk (RR) 1.18, 95% confidence interval (CI) 1.12–1.25] with moderate-quality evidence. A history of breast cancer in mothers only (RR 1.19, 95% CI 1.10–1.28) and sisters only (RR 1.71, 95% CI 1.43–2.04) was associated with increased prostate cancer risk with moderate-quality evidence. However, a family history of breast cancer in daughters only was not associated with prostate cancer incidence (RR 1.74, 95% CI 0.74–4.12) with moderate-quality evidence. A family history of female breast cancer in first-degree relatives was associated with an 18% increased risk of lethal prostate cancer (95% CI 1.04–1.34) with low-quality evidence. Conclusions This review demonstrates that men with a family history of female breast cancer in first-degree relatives had an increased risk of prostate cancer, including risk of lethal prostate cancer. These findings may guide screening, earlier detection, and treatment of men with a family history of female breast cancer in first-degree relatives.
Collapse
Affiliation(s)
- Zheng-Ju Ren
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 37, Guo Xue Road, Chengdu, 610041, China
| | - De-Hong Cao
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 37, Guo Xue Road, Chengdu, 610041, China.,State Key Laboratory of Biotherapy and Cancer Center, Collaborative Innovation Center for Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Qin Zhang
- Department of Radiology, Chongqing Traditional Chinese Medicine Hospital, Chongqing, China
| | - Peng-Wei Ren
- Department of Evidence-Based Medicine and Clinical Epidemiology, West China Hospital, Sichuan University, Chengdu, China
| | - Liang-Ren Liu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 37, Guo Xue Road, Chengdu, 610041, China
| | - Qiang Wei
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 37, Guo Xue Road, Chengdu, 610041, China
| | - Wu-Ran Wei
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 37, Guo Xue Road, Chengdu, 610041, China
| | - Qiang Dong
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 37, Guo Xue Road, Chengdu, 610041, China.
| |
Collapse
|
11
|
Samtani R, Saksena D. BRCA gene mutations: A population based review. Gene Reports 2019. [DOI: 10.1016/j.genrep.2019.100380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
|
12
|
Adaniel C, Salinas F, Donaire JM, Bravo ME, Peralta O, Paredes H, Aliaga N, Sola A, Neira P, Behnke C, Rodriguez T, Torres S, Lopez F, Hurtado C. Non- BRCA1/2 Variants Detected in a High-Risk Chilean Cohort With a History of Breast and/or Ovarian Cancer. J Glob Oncol 2019; 5:1-14. [PMID: 31125277 PMCID: PMC6550094 DOI: 10.1200/jgo.18.00163] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/19/2019] [Indexed: 12/13/2022] Open
Abstract
METHODS Data were retrospectively collected from the registry of the High-Risk Breast and Ovarian Cancer Program at Clínica Las Condes, Santiago, Chile. Data captured included index case diagnosis, ancestry, family history, and genetic test results. RESULTS Three hundred fifteen individuals underwent genetic testing during the study period. The frequency of germline pathogenic and likely pathogenic variants in a breast or ovarian cancer predisposition gene was 20.3%. Of those patients who underwent testing with a panel of both high- and moderate-penetrance genes, 10.5% were found to have pathogenic or likely pathogenic variants in non-BRCA1/2 genes. CONCLUSION Testing for non-BRCA1 and -2 mutations may be clinically relevant for individuals who are suspected to have a hereditary breast or ovarian cancer syndrome in Chile. Comprehensive genetic testing of individuals who are at high risk is necessary to further characterize the genetic susceptibility to cancer in Chile.
Collapse
Affiliation(s)
- Christina Adaniel
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| | - Francisca Salinas
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| | - Juan Manuel Donaire
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| | - Maria Eugenia Bravo
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| | - Octavio Peralta
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| | - Hernando Paredes
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| | - Nuvia Aliaga
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| | - Antonio Sola
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| | - Paulina Neira
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| | - Carolina Behnke
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| | - Tulio Rodriguez
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| | - Soledad Torres
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| | - Francisco Lopez
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| | - Claudia Hurtado
- Programa de Alto Riesgo de Cáncer de Mama y Ovario, Clínica Las Condes, Santiago, Chile
| |
Collapse
|
13
|
Pinheiro M, Francisco I, Pinto C, Peixoto A, Veiga I, Filipe B, Santos C, Maia S, Silva J, Pinto P, Santos R, Claro I, Lage P, Lopes P, Ferreira S, Rosa I, Fonseca R, Rodrigues P, Henrique R, Chaves P, Pereira AD, Brandão C, Albuquerque C, Teixeira MR. The nonsense mutation MSH2 c.2152C>T shows a founder effect in Portuguese Lynch syndrome families. Genes Chromosomes Cancer 2019; 58:657-664. [PMID: 30968502 DOI: 10.1002/gcc.22759] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 04/05/2019] [Accepted: 04/08/2019] [Indexed: 12/27/2022] Open
Abstract
The mutational spectrum of the MMR genes is highly heterogeneous, but specific mutations are observed at high frequencies in well-defined populations or ethnic groups, due to founder effects. The MSH2 mutation c.2152C>T, p.(Gln718*), has occasionally been described in Lynch families worldwide, including in Portuguese Lynch syndrome families. During genetic testing for Lynch syndrome at the Portuguese Oncology Institutes of Porto and Lisbon, this mutation was identified in 28 seemingly unrelated families. In order to evaluate if this alteration is a founder mutation, haplotype analysis using microsatellite and SNP markers flanking the MSH2 gene was performed in the 28 probands and 87 family members. Additionally, the geographic origin of these families was evaluated and the age of the mutation estimated. Twelve different haplotypes were phased for 13 out of the 28 families and shared a conserved region of ∼3.6 Mb. Based on the mutation and recombination events observed in the microsatellite haplotypes and assuming a generation time of 25 years, the age estimate for the MSH2 mutation was 273 ± 64 years. The geographic origins of these families were mostly from the Northern region of Portugal. Concluding, these results suggest that the MSH2 c.2152C>T alteration is a founder mutation in Portugal with a relatively recent origin. Furthermore, its high proportion indicates that screening for this mutation as a first step, together with the previously reported Portuguese founder mutations, may be cost-effective in genetic testing of Lynch syndrome suspects of Portuguese ancestry.
Collapse
Affiliation(s)
- Manuela Pinheiro
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Inês Francisco
- Molecular Pathobiology Research Unit, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal
| | - Carla Pinto
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Ana Peixoto
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Isabel Veiga
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Bruno Filipe
- Molecular Pathobiology Research Unit, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal
| | - Catarina Santos
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Sofia Maia
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - João Silva
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Pedro Pinto
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Rui Santos
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Isabel Claro
- Department of Gastroenterology, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal.,Familial Risk Clinic, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal
| | - Pedro Lage
- Department of Gastroenterology, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal.,Familial Risk Clinic, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal
| | - Paula Lopes
- Department of Pathology, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Sara Ferreira
- Department of Gastroenterology, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal.,Familial Risk Clinic, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal
| | - Isadora Rosa
- Department of Gastroenterology, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal.,Familial Risk Clinic, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal
| | - Ricardo Fonseca
- Department of Pathology, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal
| | - Paula Rodrigues
- Familial Risk Clinic, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal
| | - Rui Henrique
- Department of Pathology, Portuguese Oncology Institute of Porto, Porto, Portugal.,Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, Porto, Portugal
| | - Paula Chaves
- Department of Pathology, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal
| | - António Dias Pereira
- Department of Gastroenterology, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal
| | - Catarina Brandão
- Department of Gastroenterology, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Cristina Albuquerque
- Molecular Pathobiology Research Unit, Portuguese Oncology Institute of Lisbon, Lisbon, Portugal
| | - Manuel R Teixeira
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal.,Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, Porto, Portugal
| |
Collapse
|
14
|
Fernandes GC, Michelli RAD, Galvão HCR, Paula AE, Pereira R, Andrade CE, Felicio PS, Souza CP, Mendes DRP, Volc S, Berardinelli GN, Grasel RS, Sabato CS, Viana DV, Mauad EC, Scapulatempo-Neto C, Arun B, Reis RM, Palmero EI. Prevalence of BRCA1/BRCA2 mutations in a Brazilian population sample at-risk for hereditary breast cancer and characterization of its genetic ancestry. Oncotarget 2018; 7:80465-80481. [PMID: 27741520 PMCID: PMC5348334 DOI: 10.18632/oncotarget.12610] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Accepted: 10/01/2016] [Indexed: 11/25/2022] Open
Abstract
Background There are very few data about the mutational profile of families at-risk for hereditary breast and ovarian cancer (HBOC) from Latin America (LA) and especially from Brazil, the largest and most populated country in LA. Results Of the 349 probands analyzed, 21.5% were BRCA1/BRCA2 mutated, 65.3% at BRCA1 and 34.7% at BRCA2 gene. The mutation c.5266dupC (former 5382insC) was the most frequent alteration, representing 36.7% of the BRCA1 mutations and 24.0% of all mutations identified. Together with the BRCA1 c.3331_3334delCAAG mutation, these mutations constitutes about 35% of the identified mutations and more than 50% of the BRCA1 pathogenic mutations. Interestingly, six new mutations were identified. Additionally, 39 out of the 44 pathogenic mutations identified were not previously reported in the Brazilian population. Besides, 36 different variants of unknown significance (VUS) were identified. Regarding ancestry, average ancestry proportions were 70.6% European, 14.5% African, 8.0% Native American and 6.8% East Asian. Materials and methods This study characterized 349 Brazilian families at-risk for HBOC regarding their germline BRCA1/BRCA2 status and genetic ancestry. Conclusions This is the largest report of BRCA1/BRCA2 assessment in an at-risk HBOC Brazilian population. We identified 21.5% of patients harboring BRCA1/BRCA2 mutations and characterized the genetic ancestry of a sample group at-risk for hereditary breast cancer showing once again how admixed is the Brazilian population. No association was found between genetic ancestry and mutational status. The knowledge of the mutational profile in a population can contribute to the definition of more cost-effective strategies for the identification of HBOC families.
Collapse
Affiliation(s)
- Gabriela C Fernandes
- Center of Molecular Diagnosis, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | | | - Henrique C R Galvão
- Oncogenetics Department, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - André E Paula
- Center of Molecular Diagnosis, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - Rui Pereira
- Institute of Research and Innovation in Health, University of Porto, Porto, Portugal.,Institute of Molecular Pathology and Immunology at the University of Porto (IPATIMUP), Porto, Portugal
| | - Carlos E Andrade
- Oncogenetics Department, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - Paula S Felicio
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - Cristiano P Souza
- Oncogenetics Department, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - Deise R P Mendes
- Center of Molecular Diagnosis, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - Sahlua Volc
- Oncogenetics Department, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | | | - Rebeca S Grasel
- Oncogenetics Department, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - Cristina S Sabato
- Center of Molecular Diagnosis, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - Danilo V Viana
- Oncogenetics Department, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - Edmundo C Mauad
- Oncogenetics Department, Barretos Cancer Hospital, Barretos, São Paulo, Brazil.,Prevention Department, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - Cristovam Scapulatempo-Neto
- Center of Molecular Diagnosis, Barretos Cancer Hospital, Barretos, São Paulo, Brazil.,Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, São Paulo, Brazil.,Pathology Department, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - Banu Arun
- MD Anderson Cancer Center, Houston, Texas, USA
| | - Rui M Reis
- Center of Molecular Diagnosis, Barretos Cancer Hospital, Barretos, São Paulo, Brazil.,Oncogenetics Department, Barretos Cancer Hospital, Barretos, São Paulo, Brazil.,Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, São Paulo, Brazil.,Life and Health Sciences Research Institute (ICVS), Health Sciences School, University of Minho, Braga, Portugal.,ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Edenir I Palmero
- Center of Molecular Diagnosis, Barretos Cancer Hospital, Barretos, São Paulo, Brazil.,Oncogenetics Department, Barretos Cancer Hospital, Barretos, São Paulo, Brazil.,Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, São Paulo, Brazil.,Barretos School of Health Sciences, Dr. Paulo Prata-FACISB, São Paulo, Brazil
| |
Collapse
|
15
|
Qian Y, Mancini-DiNardo D, Judkins T, Cox HC, Brown K, Elias M, Singh N, Daniels C, Holladay J, Coffee B, Bowles KR, Roa BB. Identification of pathogenic retrotransposon insertions in cancer predisposition genes. Cancer Genet 2017; 216-217:159-169. [PMID: 29025590 DOI: 10.1016/j.cancergen.2017.08.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 08/09/2017] [Accepted: 08/11/2017] [Indexed: 12/31/2022]
Abstract
Cancer risks have been previously reported for some retrotransposon element (RE) insertions; however, detection of these insertions is technically challenging and very few oncogenic RE insertions have been reported. Here we evaluate RE insertions identified during hereditary cancer genetic testing using a comprehensive testing strategy. Individuals who had single-syndrome or pan-cancer hereditary cancer genetic testing from February 2004 to March 2017 were included. RE insertions were identified using Sanger sequencing, Next Generation Sequencing, or multiplex quantitative PCR, and further characterized using targeted PCR and sequencing analysis. Personal cancer history, ancestry, and haplotype were evaluated. A total of 37 unique RE insertions were identified in 10 genes, affecting 211 individuals. BRCA2 accounted for 45.9% (17/37) of all unique RE insertions. Several RE insertions were detected with high frequency in populations of conserved ancestry wherein up to 100% of carriers shared a high degree of haplotype conservation, suggesting founder effects. Our comprehensive testing strategy resulted in a substantial increase in the number of reported oncogenic RE insertions, several of which may have possible founder effects. Collectively, these data show that the detection of RE insertions is an important component of hereditary cancer genetic testing and may be more prevalent than previously reported.
Collapse
Affiliation(s)
- Yaping Qian
- Myriad Genetic Laboratories, Inc., 320 Wakara Way, Salt Lake City, UT 84108, USA
| | | | - Thaddeus Judkins
- Myriad Genetic Laboratories, Inc., 320 Wakara Way, Salt Lake City, UT 84108, USA
| | - Hannah C Cox
- Myriad Genetic Laboratories, Inc., 320 Wakara Way, Salt Lake City, UT 84108, USA
| | - Krystal Brown
- Myriad Genetic Laboratories, Inc., 320 Wakara Way, Salt Lake City, UT 84108, USA
| | - Maria Elias
- Myriad Genetic Laboratories, Inc., 320 Wakara Way, Salt Lake City, UT 84108, USA
| | - Nanda Singh
- Myriad Genetic Laboratories, Inc., 320 Wakara Way, Salt Lake City, UT 84108, USA
| | - Courtney Daniels
- Myriad Genetic Laboratories, Inc., 320 Wakara Way, Salt Lake City, UT 84108, USA
| | - Jayson Holladay
- Myriad Genetic Laboratories, Inc., 320 Wakara Way, Salt Lake City, UT 84108, USA
| | - Bradford Coffee
- Myriad Genetic Laboratories, Inc., 320 Wakara Way, Salt Lake City, UT 84108, USA
| | - Karla R Bowles
- Myriad Genetic Laboratories, Inc., 320 Wakara Way, Salt Lake City, UT 84108, USA
| | - Benjamin B Roa
- Myriad Genetic Laboratories, Inc., 320 Wakara Way, Salt Lake City, UT 84108, USA.
| |
Collapse
|
16
|
Wu H, Wu X, Liang Z. Impact of germline and somatic BRCA1/2 mutations: tumor spectrum and detection platforms. Gene Ther 2017; 24:601-609. [PMID: 28771233 DOI: 10.1038/gt.2017.73] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Revised: 07/10/2017] [Accepted: 07/27/2017] [Indexed: 12/13/2022]
Abstract
The BRCA1/2 genes are long and complex and mutation carriers are at risk of developing malignancies, mainly of gynecological origin. Various mutations arise in these genes and their characterization is a time-consuming, cost intensive, complicated process. Tumors of BRCA1/2 origin have distinct molecular and histological features that can impact responses to therapy. Therefore, detection of these mutations constitutes an important step in the risk assessment, prevention strategy and treatment of subjects. Although Sanger sequencing is the gold standard for the detection of genetic mutations, several next generation sequencing-based high throughput platforms have been developed and adapted for the detection of BRCA1/2 mutations. This review provides a comprehensive overview of the sequencing platforms available for the screening and identification of these mutations. We also summarize what is known about the different types of mutations that arise in these genes and the tumor spectra they result in. Finally, we present a short discussion on existing clinical guidelines which assist physicians in the decision-making process. These parameters have important consequences for the management of patients and an urgent need exists for the development of detection platforms that are cost effective and can provide clinicians with conclusive results within a significantly shorter time.
Collapse
Affiliation(s)
- H Wu
- Department of Pathology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - X Wu
- Department of Gynecologic Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Z Liang
- Department of Pathology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| |
Collapse
|
17
|
Paulo P, Pinto P, Peixoto A, Santos C, Pinto C, Rocha P, Veiga I, Soares G, Machado C, Ramos F, Teixeira MR. Validation of a Next-Generation Sequencing Pipeline for the Molecular Diagnosis of Multiple Inherited Cancer Predisposing Syndromes. J Mol Diagn 2017; 19:502-513. [PMID: 28529006 DOI: 10.1016/j.jmoldx.2017.05.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Despite the growing knowledge of the genetic background behind the cancers that occur in a context of hereditary predisposition, personal or family cancer history may not be clear enough to support directional gene testing. Defined targeted next-generation sequencing gene panels allow identification of the causative disease mutations of multigene syndromes and differential diagnosis for syndromes with phenotypically overlapping characteristics. Herein, we established a next-generation sequencing analysis pipeline for the molecular diagnosis of multiple inherited cancer predisposing syndromes using the commercially available target sequencing panel TruSight Cancer. To establish the analysis pipeline, we included 22 control samples with deleterious mutations covering all genes currently analyzed at our institution by standard Sanger sequencing. We tested the pipeline using 51 samples from patients with a clinical diagnosis of neurofibromatosis type 1 (NF1), 10 of which without previous molecular characterization of the causative NF1 mutations. We propose a thoroughly validated analysis pipeline that combines Isaac Enrichment, Burrows-Wheeler Aligner Enrichment, and NextGENe for the alignment and variant calling, and GeneticistAssistant for variant annotation and prioritization. This pipeline allowed the identification of disease-causing mutations in all 73 patients, including a large duplication of 37 bp in NF1. We show that high sensitivity and specificity can be achieved by using multiple bioinformatic tools for alignment and variant calling and careful variant filtering, having in mind the clinical question.
Collapse
Affiliation(s)
- Paula Paulo
- Cancer Genetics Group, Portuguese Oncology Institute of Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Pedro Pinto
- Cancer Genetics Group, Portuguese Oncology Institute of Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Ana Peixoto
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Catarina Santos
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Carla Pinto
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Patrícia Rocha
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Isabel Veiga
- Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal
| | - Gabriela Soares
- Jacinto de Magalhães Medical Genetics Center, Centro Hospitalar do Porto, Porto, Portugal
| | - Catarina Machado
- Department of Genetics, Hospital de Santa Maria, Centro Hospitalar Lisboa Norte, Lisboa, Portugal
| | - Fabiana Ramos
- Department of Genetics, Hospital Pediátrico Carmona da Mota, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Manuel R Teixeira
- Cancer Genetics Group, Portuguese Oncology Institute of Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto, Porto, Portugal; Department of Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal; Biomedical Sciences Institute, University of Porto, Porto, Portugal.
| |
Collapse
|
18
|
Vysotskaia VS, Hogan GJ, Gould GM, Wang X, Robertson AD, Haas KR, Theilmann MR, Spurka L, Grauman PV, Lai HH, Jeon D, Haliburton G, Leggett M, Chu CS, Iori K, Maguire JR, Ready K, Evans EA, Kang HP, Haque IS. Development and validation of a 36-gene sequencing assay for hereditary cancer risk assessment. PeerJ 2017; 5:e3046. [PMID: 28243543 PMCID: PMC5326550 DOI: 10.7717/peerj.3046] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Accepted: 01/30/2017] [Indexed: 12/12/2022] Open
Abstract
The past two decades have brought many important advances in our understanding of the hereditary susceptibility to cancer. Numerous studies have provided convincing evidence that identification of germline mutations associated with hereditary cancer syndromes can lead to reductions in morbidity and mortality through targeted risk management options. Additionally, advances in gene sequencing technology now permit the development of multigene hereditary cancer testing panels. Here, we describe the 2016 revision of the Counsyl Inherited Cancer Screen for detecting single-nucleotide variants (SNVs), short insertions and deletions (indels), and copy number variants (CNVs) in 36 genes associated with an elevated risk for breast, ovarian, colorectal, gastric, endometrial, pancreatic, thyroid, prostate, melanoma, and neuroendocrine cancers. To determine test accuracy and reproducibility, we performed a rigorous analytical validation across 341 samples, including 118 cell lines and 223 patient samples. The screen achieved 100% test sensitivity across different mutation types, with high specificity and 100% concordance with conventional Sanger sequencing and multiplex ligation-dependent probe amplification (MLPA). We also demonstrated the screen's high intra-run and inter-run reproducibility and robust performance on blood and saliva specimens. Furthermore, we showed that pathogenic Alu element insertions can be accurately detected by our test. Overall, the validation in our clinical laboratory demonstrated the analytical performance required for collecting and reporting genetic information related to risk of developing hereditary cancers.
Collapse
Affiliation(s)
| | - Gregory J. Hogan
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Genevieve M. Gould
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Xin Wang
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Alex D. Robertson
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
- Current affiliation: Color Genomics, Inc., Burlingame, CA, United States
| | - Kevin R. Haas
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Mark R. Theilmann
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Lindsay Spurka
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Peter V. Grauman
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Henry H. Lai
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Diana Jeon
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Genevieve Haliburton
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Matt Leggett
- Project Management Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Clement S. Chu
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Kevin Iori
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Jared R. Maguire
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Kaylene Ready
- Medical Affairs Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Eric A. Evans
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
| | - Hyunseok P. Kang
- Clinical Laboratory, Counsyl, Inc, South San Francisco, California, United States
| | - Imran S. Haque
- Research and Development Department, Counsyl, Inc, South San Francisco, CA, United States
- Current affiliation: Freenome, Inc., South San Francisco, CA, United States
| |
Collapse
|
19
|
Pinto P, Paulo P, Santos C, Rocha P, Pinto C, Veiga I, Pinheiro M, Peixoto A, Teixeira MR. Implementation of next-generation sequencing for molecular diagnosis of hereditary breast and ovarian cancer highlights its genetic heterogeneity. Breast Cancer Res Treat 2016; 159:245-56. [PMID: 27553368 DOI: 10.1007/s10549-016-3948-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Accepted: 08/16/2016] [Indexed: 01/13/2023]
Abstract
Molecular diagnosis of hereditary breast and ovarian cancer (HBOC) by standard methodologies has been limited to the BRCA1 and BRCA2 genes. With the recent development of new sequencing methodologies, the speed and efficiency of DNA testing have dramatically improved. The aim of this work was to validate the use of next-generation sequencing (NGS) for the detection of BRCA1/BRCA2 point mutations in a diagnostic setting and to study the role of other genes associated with HBOC in Portuguese families. A cohort of 94 high-risk families was included in the study, and they were initially screened for the two common founder mutations with variant-specific methods. Fourteen index patients were shown to carry the Portuguese founder mutation BRCA2 c.156_157insAlu, and the remaining 80 were analyzed in parallel by Sanger sequencing for the BRCA1/BRCA2 genes and by NGS for a panel of 17 genes that have been described as involved in predisposition to breast and/or ovarian cancer. A total of 506 variants in the BRCA1/BRCA2 genes were detected by both methodologies, with a 100 % concordance between them. This strategy allowed the detection of a total of 39 deleterious mutations in the 94 index patients, namely 10 in BRCA1 (25.6 %), 21 in BRCA2 (53.8 %), four in PALB2 (10.3 %), two in ATM (5.1 %), one in CHEK2 (2.6 %), and one in TP53 (2.6 %), with 20.5 % of the deleterious mutations being found in genes other than BRCA1/BRCA2. These results demonstrate the efficiency of NGS for the detection of BRCA1/BRCA2 point mutations and highlight the genetic heterogeneity of HBOC.
Collapse
|
20
|
Pinto P, Peixoto A, Santos C, Rocha P, Pinto C, Pinheiro M, Leça L, Martins AT, Ferreira V, Bartosch C, Teixeira MR. Analysis of Founder Mutations in Rare Tumors Associated With Hereditary Breast/Ovarian Cancer Reveals a Novel Association of BRCA2 Mutations with Ampulla of Vater Carcinomas. PLoS One 2016; 11:e0161438. [PMID: 27532258 PMCID: PMC4988637 DOI: 10.1371/journal.pone.0161438] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Accepted: 08/07/2016] [Indexed: 01/07/2023] Open
Abstract
BRCA1 and BRCA2 mutations are responsible for hereditary breast and ovarian cancer, but they also confer an increased risk for the development of rarer cancers associated with this syndrome, namely, cancer of the pancreas, male breast, peritoneum, and fallopian tube. The objective of this work was to quantify the contribution of the founder mutations BRCA2 c.156_157insAlu and BRCA1 c.3331_3334del for cancer etiology in unselected hospital-based cohorts of Portuguese patients diagnosed with these rarer cancers, by using a strategy that included testing of archival tumor tissue. A total of 102 male breast, 68 pancreatic and 33 peritoneal/fallopian tube carcinoma cases were included in the study. The BRCA2 c.156_157insAlu mutation was observed with a frequency of 7.8% in male breast cancers, 3.0% in peritoneal/fallopian tube cancers, and 1.6% in pancreatic cancers, with estimated total contributions of germline BRCA2 mutations of 14.3%, 5.5%, and 2.8%, respectively. No carriers of the BRCA1 c.3331_3334del mutation were identified. During our study, a patient with an ampulla of Vater carcinoma was incidentally found to carry the BRCA2 c.156_157insAlu mutation, so we decided to test a consecutive series of additional 15 ampullary carcinomas for BRCA1/BRCA2 mutations using a combination of direct founder mutation testing and full gene analysis with next generation sequencing. BRCA2 mutations were observed with a frequency of 14.3% in ampulla of Vater carcinomas. In conclusion, taking into account the implications for both the individuals and their family members, we recommend that patients with these neoplasias should be offered BRCA1/BRCA2 genetic testing and we here show that it is feasible to test for founder mutations in archival tumor tissue. Furthermore, we identified for the first time a high frequency of germline BRCA2 mutations in ampullary cancers.
Collapse
Affiliation(s)
- Pedro Pinto
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | - Ana Peixoto
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | - Catarina Santos
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | - Patrícia Rocha
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | - Carla Pinto
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | - Manuela Pinheiro
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | - Luís Leça
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | - Ana Teresa Martins
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | - Verónica Ferreira
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | - Carla Bartosch
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | - Manuel R. Teixeira
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
- Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, Porto, Portugal
| |
Collapse
|
21
|
Maia S, Cardoso M, Paulo P, Pinheiro M, Pinto P, Santos C, Pinto C, Peixoto A, Henrique R, Teixeira MR. The role of germline mutations in the BRCA1/2 and mismatch repair genes in men ascertained for early-onset and/or familial prostate cancer. Fam Cancer 2015; 15:111-21. [DOI: 10.1007/s10689-015-9832-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
|
22
|
Judkins T, Leclair B, Bowles K, Gutin N, Trost J, McCulloch J, Bhatnagar S, Murray A, Craft J, Wardell B, Bastian M, Mitchell J, Chen J, Tran T, Williams D, Potter J, Jammulapati S, Perry M, Morris B, Roa B, Timms K. Development and analytical validation of a 25-gene next generation sequencing panel that includes the BRCA1 and BRCA2 genes to assess hereditary cancer risk. BMC Cancer 2015; 15:215. [PMID: 25886519 PMCID: PMC4391687 DOI: 10.1186/s12885-015-1224-y] [Citation(s) in RCA: 86] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Accepted: 03/19/2015] [Indexed: 12/16/2022] Open
Abstract
Background Germline DNA mutations that increase the susceptibility of a patient to certain cancers have been identified in various genes, and patients can be screened for mutations in these genes to assess their level of risk for developing cancer. Traditional methods using Sanger sequencing focus on small groups of genes and therefore are unable to screen for numerous genes from several patients simultaneously. The goal of the present study was to validate a 25-gene panel to assess genetic risk for cancer in 8 different tissues using next generation sequencing (NGS) techniques. Methods Twenty-five genes associated with hereditary cancer syndromes were selected for development of a panel to screen for risk of these cancers using NGS. In an initial technical assessment, NGS results for BRCA1 and BRCA2 were compared with Sanger sequencing in 1864 anonymized DNA samples from patients who had undergone previous clinical testing. Next, the entire gene panel was validated using parallel NGS and Sanger sequencing in 100 anonymized DNA samples. Large rearrangement analysis was validated using NGS, microarray comparative genomic hybridization (CGH), and multiplex ligation-dependent probe amplification analyses (MLPA). Results NGS identified 15,877 sequence variants, while Sanger sequencing identified 15,878 in the BRCA1 and BRCA2 comparison study of the same regions. Based on these results, the NGS process was refined prior to the validation of the full gene panel. In the validation study, NGS and Sanger sequencing were 100% concordant for the 3,923 collective variants across all genes for an analytical sensitivity of the NGS assay of >99.92% (lower limit of 95% confidence interval). NGS, microarray CGH and MLPA correctly identified all expected positive and negative large rearrangement results for the 25-gene panel. Conclusion This study provides a thorough validation of the 25-gene NGS panel and indicates that this analysis tool can be used to collect clinically significant information related to risk of developing hereditary cancers.
Collapse
Affiliation(s)
| | - Benoît Leclair
- Myriad Genetic Laboratories, Inc., Salt Lake City, Utah, USA.
| | - Karla Bowles
- Myriad Genetic Laboratories, Inc., Salt Lake City, Utah, USA.
| | - Natalia Gutin
- Myriad Genetic Laboratories, Inc., Salt Lake City, Utah, USA.
| | - Jeff Trost
- Myriad Genetic Laboratories, Inc., Salt Lake City, Utah, USA.
| | - James McCulloch
- Myriad Genetic Laboratories, Inc., Salt Lake City, Utah, USA.
| | | | - Adam Murray
- Myriad Genetic Laboratories, Inc., Salt Lake City, Utah, USA.
| | - Jonathan Craft
- Myriad Genetic Laboratories, Inc., Salt Lake City, Utah, USA.
| | | | - Mark Bastian
- Myriad Genetics, Inc., Salt Lake City, Utah, USA.
| | | | - Jian Chen
- Myriad Genetics, Inc., Salt Lake City, Utah, USA.
| | - Thanh Tran
- Myriad Genetics, Inc., Salt Lake City, Utah, USA.
| | | | | | | | | | - Brian Morris
- Myriad Genetics, Inc., Salt Lake City, Utah, USA.
| | - Benjamin Roa
- Myriad Genetic Laboratories, Inc., Salt Lake City, Utah, USA.
| | | |
Collapse
|