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Li J, Jia Z, Dong L, Cao H, Huang Y, Xu H, Xie Z, Jiang Y, Wang X, Liu J. DNA damage response in breast cancer and its significant role in guiding novel precise therapies. Biomark Res 2024; 12:111. [PMID: 39334297 PMCID: PMC11437670 DOI: 10.1186/s40364-024-00653-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Accepted: 09/09/2024] [Indexed: 09/30/2024] Open
Abstract
DNA damage response (DDR) deficiency has been one of the emerging targets in treating breast cancer in recent years. On the one hand, DDR coordinates cell cycle and signal transduction, whose dysfunction may lead to cell apoptosis, genomic instability, and tumor development. Conversely, DDR deficiency is an intrinsic feature of tumors that underlies their response to treatments that inflict DNA damage. In this review, we systematically explore various mechanisms of DDR, the rationale and research advances in DDR-targeted drugs in breast cancer, and discuss the challenges in its clinical applications. Notably, poly (ADP-ribose) polymerase (PARP) inhibitors have demonstrated favorable efficacy and safety in breast cancer with high homogenous recombination deficiency (HRD) status in a series of clinical trials. Moreover, several studies on novel DDR-related molecules are actively exploring to target tumors that become resistant to PARP inhibition. Before further clinical application of new regimens or drugs, novel and standardized biomarkers are needed to develop for accurately characterizing the benefit population and predicting efficacy. Despite the promising efficacy of DDR-related treatments, challenges of off-target toxicity and drug resistance need to be addressed. Strategies to overcome drug resistance await further exploration on DDR mechanisms, and combined targeted drugs or immunotherapy will hopefully provide more precise or combined strategies and expand potential responsive populations.
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Affiliation(s)
- Jiayi Li
- Department of Breast Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- School of Clinical Medicine, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China
| | - Ziqi Jia
- Department of Breast Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Lin Dong
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Heng Cao
- Department of Breast Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Yansong Huang
- Department of Breast Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- School of Clinical Medicine, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China
| | - Hengyi Xu
- School of Clinical Medicine, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Zhixuan Xie
- School of Clinical Medicine, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China
| | - Yiwen Jiang
- School of Clinical Medicine, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China
| | - Xiang Wang
- Department of Breast Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Jiaqi Liu
- Department of Breast Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
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2
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Sun L, Wei X, Fierheller CT, Dawson L, Oxley S, Kalra A, Sia J, Feldman F, Peacock S, Schrader KA, Legood R, Kwon JS, Manchanda R. Economic Evaluation of Population-Based BRCA1 and BRCA2 Testing in Canada. JAMA Netw Open 2024; 7:e2432725. [PMID: 39264630 PMCID: PMC11393724 DOI: 10.1001/jamanetworkopen.2024.32725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Accepted: 07/15/2024] [Indexed: 09/13/2024] Open
Abstract
Importance Population-based BRCA testing can identify many more BRCA carriers who will be missed by the current practice of BRCA testing based on family history (FH) and clinical criteria. These carriers can benefit from screening and prevention, potentially preventing many more breast and ovarian cancers and deaths than the current practice. Objective To estimate the incremental lifetime health outcomes, costs, and cost-effectiveness associated with population-based BRCA testing compared with FH-based testing in Canada. Design, Setting, and Participants For this economic evaluation, a Markov model was developed to compare the lifetime costs and outcomes of BRCA1/BRCA2 testing for all general population women aged 30 years compared with FH-based testing. BRCA carriers are offered risk-reducing salpingo-oophorectomy to reduce their ovarian cancer risk and magnetic resonance imaging (MRI) and mammography screening, medical prevention, and risk-reducing mastectomy to reduce their breast cancer risk. The analyses were conducted from both payer and societal perspectives. This study was conducted from October 1, 2022, to February 20, 2024. Main Outcomes and Measures Outcomes of interest were ovarian cancer, breast cancer, additional heart disease deaths, and incremental cost-effectiveness ratio ICER per quality-adjusted life-year (QALY). One-way and probabilistic-sensitivity-analyses (PSA) were undertaken to explore the uncertainty. Results In the simulated cohort of 1 000 000 women aged 30 years in Canada, the base case ICERs of population-based BRCA testing were CAD $32 276 (US $23 402.84) per QALY from the payer perspective or CAD $16 416 (US $11 903.00) per QALY from the societal perspective compared with FH-based testing, well below the established Canadian cost-effectiveness thresholds. Population testing remained cost-effective for ages 40 to 60 years but not at age 70 years. The results were robust for multiple scenarios, 1-way sensitivity, and PSA. More than 99% of simulations from payer and societal perspectives were cost-effective on PSA (5000 simulations) at the CAD $50 000 (US $36 254.25) per QALY willingness-to-pay threshold. Population-based BRCA testing could potentially prevent an additional 2555 breast cancers and 485 ovarian cancers in the Canadian population, corresponding to averting 196 breast cancer deaths and 163 ovarian cancer deaths per 1 000 000 population. Conclusions and Relevance In this economic evaluation, population-based BRCA testing was cost-effective compared with FH-based testing in Canada from payer and societal perspectives. These findings suggest that changing the genetic testing paradigm to population-based testing could prevent thousands of breast and ovarian cancers.
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Affiliation(s)
- Li Sun
- Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Centre for Cancer Screening, Prevention and Early Diagnosis, Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom
| | - Xia Wei
- Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Centre for Cancer Screening, Prevention and Early Diagnosis, Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom
| | - Caitlin T. Fierheller
- Centre for Cancer Screening, Prevention and Early Diagnosis, Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom
| | - Lesa Dawson
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, Canada
| | - Samuel Oxley
- Centre for Cancer Screening, Prevention and Early Diagnosis, Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom
- Department of Gynaecological Oncology, Barts Health NHS Trust, Royal London Hospital, London, United Kingdom
| | - Ashwin Kalra
- Centre for Cancer Screening, Prevention and Early Diagnosis, Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom
- Department of Gynaecological Oncology, Barts Health NHS Trust, Royal London Hospital, London, United Kingdom
| | - Jacqueline Sia
- Centre for Cancer Screening, Prevention and Early Diagnosis, Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom
- Department of Gynaecological Oncology, Barts Health NHS Trust, Royal London Hospital, London, United Kingdom
| | - Fabio Feldman
- Prevention, Screening, Hereditary Cancer Program and Quality, Safety & Accreditation, BC Cancer Agency, Vancouver, Canada
| | - Stuart Peacock
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
- Canadian Centre for Applied Research in Cancer Control, Vancouver, Canada
| | - Kasmintan A. Schrader
- Hereditary Cancer Program, BC Cancer Agency, Vancouver, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, Canada
| | - Rosa Legood
- Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Centre for Cancer Screening, Prevention and Early Diagnosis, Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom
| | - Janice S. Kwon
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, Canada
| | - Ranjit Manchanda
- Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Centre for Cancer Screening, Prevention and Early Diagnosis, Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom
- Department of Gynaecological Oncology, Barts Health NHS Trust, Royal London Hospital, London, United Kingdom
- MRC Clinical Trials Unit at UCL, Institute of Clinical Trials & Methodology, Faculty of Population Health Sciences, University College London, London, United Kingdom
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Chavarri-Guerra Y, Weitzel JN. Addressing the Historic Challenges of BRCA1 and BRCA2 Variant Curation and the Need for More Diverse Representation. JCO Clin Cancer Inform 2024; 8:e2400076. [PMID: 38862139 DOI: 10.1200/cci.24.00076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 04/22/2024] [Indexed: 06/13/2024] Open
Abstract
Advancements in variant curation challenges: minority representation and incomplete data reporting.
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Affiliation(s)
- Yanin Chavarri-Guerra
- Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Jeffrey N Weitzel
- The University of Kansas Comprehensive Cancer Center, Kansas City, MO
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Nepomuceno TC, Lyra P, Zhu J, Yi F, Martin RH, Lupu D, Peterson L, Peres LC, Berry A, Iversen ES, Couch FJ, Mo Q, Monteiro AN. Assessment of BRCA1 and BRCA2 Germline Variant Data From Patients With Breast Cancer in a Real-World Data Registry. JCO Clin Cancer Inform 2024; 8:e2300251. [PMID: 38709234 PMCID: PMC11161245 DOI: 10.1200/cci.23.00251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 02/12/2024] [Accepted: 03/13/2024] [Indexed: 05/07/2024] Open
Abstract
PURPOSE The emergence of large real-world clinical databases and tools to mine electronic medical records has allowed for an unprecedented look at large data sets with clinical and epidemiologic correlates. In clinical cancer genetics, real-world databases allow for the investigation of prevalence and effectiveness of prevention strategies and targeted treatments and for the identification of barriers to better outcomes. However, real-world data sets have inherent biases and problems (eg, selection bias, incomplete data, measurement error) that may hamper adequate analysis and affect statistical power. METHODS Here, we leverage a real-world clinical data set from a large health network for patients with breast cancer tested for variants in BRCA1 and BRCA2 (N = 12,423). We conducted data cleaning and harmonization, cross-referenced with publicly available databases, performed variant reassessment and functional assays, and used functional data to inform a variant's clinical significance applying American College of Medical Geneticists and the Association of Molecular Pathology guidelines. RESULTS In the cohort, White and Black patients were over-represented, whereas non-White Hispanic and Asian patients were under-represented. Incorrect or missing variant designations were the most significant contributor to data loss. While manual curation corrected many incorrect designations, a sizable fraction of patient carriers remained with incorrect or missing variant designations. Despite the large number of patients with clinical significance not reported, original reported clinical significance assessments were accurate. Reassessment of variants in which clinical significance was not reported led to a marked improvement in data quality. CONCLUSION We identify the most common issues with BRCA1 and BRCA2 testing data entry and suggest approaches to minimize data loss and keep interpretation of clinical significance of variants up to date.
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Affiliation(s)
- Thales C. Nepomuceno
- Department of Cancer Epidemiology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Paulo Lyra
- Department of Cancer Epidemiology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Jianbin Zhu
- AdventHealth Research Institute, Orlando, FL
| | - Fanchao Yi
- AdventHealth Research Institute, Orlando, FL
| | - Rachael H. Martin
- Department of Cancer Epidemiology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | | | | | - Lauren C. Peres
- Department of Cancer Epidemiology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Anna Berry
- AdventHealth Cancer Institute, Orlando, FL
| | | | | | - Qianxing Mo
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Alvaro N. Monteiro
- Department of Cancer Epidemiology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
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Abdel-Razeq H, Mansour A. Challenges and Opportunities in Breast Cancer Care in Low-Resourced Countries, Jordan as An Example. Cancers (Basel) 2024; 16:1751. [PMID: 38730701 PMCID: PMC11083275 DOI: 10.3390/cancers16091751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 04/26/2024] [Accepted: 04/29/2024] [Indexed: 05/13/2024] Open
Abstract
Jordan is a relatively small country with a rapidly growing population and a challenged economy. Breast cancer is the most diagnosed cancer among women worldwide and also in Jordan. Though the age-standardized rate (ASR) of breast cancer incidence is still lower than that in Western societies, the number of newly diagnosed cases continues to increase, involving younger women, and new cases are usually detected at more advanced stages. Improvements in breast cancer care across the health care continuum, including early detection, prevention, treatment, and survivorship and palliative care, have become very visible, but may not match the magnitude of the problem. More organized, goal-oriented work is urgently needed to downstage the disease and improve awareness of, access to, and participation in early detection programs. The cost of recently introduced anti-cancer therapies poses a great challenge, but the impact of these therapies on treatment outcomes, including overall survival, is becoming very noticeable. Though the concept of a multidisciplinary approach to breast cancer treatment is often used at most health care facilities, its implementation in real practice varies significantly. The availability of breast reconstruction procedures, survivorship programs, germline genetic testing, counselling, and palliative care is improving, but these are not widely practiced. In this manuscript, we review the status of breast cancer in Jordan and highlight some of the existing challenges and opportunities.
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Affiliation(s)
- Hikmat Abdel-Razeq
- Department of Internal Medicine, King Hussein Cancer Center, Amman 11941, Jordan
- School of Medicine, The University of Jordan, Amman 11942, Jordan
| | - Asem Mansour
- Department of Radiology, King Hussein Cancer Center, Amman 11941, Jordan;
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Abdel-Razeq H, Abbasi S, Abdeen G, Abdulelah H, Debs J, Al Masri S, Aljadayeh MH, Awidi A. Management of breast cancer patients with BRCA gene mutations in Jordan: perspectives and challenges. Hosp Pract (1995) 2023; 51:184-191. [PMID: 37927299 DOI: 10.1080/21548331.2023.2266019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Accepted: 09/28/2023] [Indexed: 11/07/2023]
Abstract
BACKGROUND This paper explores and discusses local challenges oncologists face for diagnosing and managing breast cancer patients with BRCA gene mutations in Jordan. METHODS A task force involving key opinion leaders, experts in the management of breast cancer, and stakeholders in healthcare systems where genetic testing is available in Jordan discussed current evidence and local real-life practice. The task force then formulated recommendations to achieve better patient outcomes and satisfaction based on evidence-based medicine and their clinical experience in BRCA-mutated breast cancer management. RESULTS AND CONCLUSION Eligibility of patients for genetic testing, physician acceptance and willingness to integrate genetic testing into routine practice is encouraging but remains restricted by testing availability and financial coverage. Until more data is available, genetic testing should be targeted for breast cancer patients based on tumor subtypes, as well as family and personal history of cancer, as per international guidelines. Whenever possible, genetic testing should aim to detect all actionable genes through a multigene panel including BRCA1/2. Major challenges faced in clinical practice in Jordan include fear of genetic discrimination and social stigmatization, as well as hesitancy toward risk-reducing surgery. Pre-testing counseling is therefore critical to promote acceptance of genetic testing. Since geneticists are in short supply in Jordan, genetic counseling can be offered through a specially trained genetic counselor or through a hybrid system that includes oncologist-based counselling. In addition to cancer prevention, germline genetic testing may assist in the selection of specific anti-cancer therapy, such as PARP inhibitors, in patients with BRCA1/2 mutation. Nationwide initiatives are also needed to ensure access to PARP inhibition therapy and provide financial coverage for genetic screening, mastectomies and reconstructive surgery across Jordan.
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Affiliation(s)
- Hikmat Abdel-Razeq
- Deputy Director General, Chief Medical Officer, King Hussein Cancer Center, Amman, Jordan
| | - Salah Abbasi
- Hematology and Medical Oncology; Associate Professor of Medicine, Hematology & Oncology, Private Sector, Jordan University, Amman, Jordan
| | - Ghadeer Abdeen
- Consultant Internal Medicine and Medical Oncologist, King Hussein Cancer Center, Amman, Jordan
| | - Hazem Abdulelah
- Consultant Internal Medicine and Medical Oncologist, King Hussein Cancer Center, Amman, Jordan
| | - Jamil Debs
- Medical Affairs, Pfizer Inc., Beirut, Lebanon
| | | | - Majdi H Aljadayeh
- Head of Medical Oncology, Hematology and Stem Cell Transplant Unit, Military Cancer Center, Royal Medical Services, Amman, Jordan
| | - Abdalla Awidi
- Professor of Medicine, Hematology & Oncology, Director of cell therapy center, Chief of Hematology & Oncology, Cell Therapy center, The University of Jordan, Amman, Jordan
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Golan T, Casolino R, Biankin AV, Hammel P, Whitaker KD, Hall MJ, Riegert-Johnson DL. Germline BRCA testing in pancreatic cancer: improving awareness, timing, turnaround, and uptake. Ther Adv Med Oncol 2023; 15:17588359231189127. [PMID: 37720496 PMCID: PMC10504836 DOI: 10.1177/17588359231189127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 07/04/2023] [Indexed: 09/19/2023] Open
Abstract
Prognosis is generally poor for patients with pancreatic ductal adenocarcinoma. However, patients with germline BRCA1 or BRCA2 mutations (gBRCAm) may benefit from first-line platinum-based chemotherapy and maintenance therapy with the poly(adenosine diphosphate-ribose) polymerase inhibitor olaparib following at least 16 weeks of first-line platinum-based chemotherapy without disease progression. Germline breast cancer gene (BRCA) testing is therefore important to ensure that patients receive the most effective treatment. In addition, testing for other DNA damage response gene mutations beyond gBRCAm may also guide treatment decisions. However, clinical pathways for genetic testing are often suboptimal, leading to delays in treatment initiation or missed opportunities for personalized therapy. Barriers to testing include low rates of referral and uptake, delays to referral and slow result turnaround times, cost, and biopsy and assay limitations if somatic testing is performed, leading to the requirement for subsequent dedicated germline testing. Low rates of referral may result from lack of awareness among physicians of the clinical value of testing, coupled with low confidence in interpreting test results and poor availability of genetic counseling services. Among patients, barriers to uptake may include similar lack of awareness of the clinical value of testing, anxiety regarding the implications of test results, lack of insurance coverage, fear of negative insurance implications, and socioeconomic factors. Potential solutions include innovative approaches to testing pathways, including 'mainstreaming' of testing in which BRCA tests are routinely arranged by the treating oncologist, with the involvement of genetic counselors if a patient is found to have a gBRCAm. More recently, the utility of multigene panel analyses has also been explored. Access to genetic counseling may also be improved through initiatives such as having a genetic counseling appointment for all new patient visits and telemedicine approaches, including the use of telephone consultations or DVD-assisted counseling. Educational programs will also be beneficial, and cost effectiveness is likely to improve as the number of targeted treatments increases and when the earlier detection of tumors in family members following cascade testing is considered.
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Affiliation(s)
- Talia Golan
- Institute of Oncology, Sheba Medical Center, Tel Hashomer 52621, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Raffaella Casolino
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
- Department of Medicine, University and Hospital Trust of Verona, Verona, Italy
| | - Andrew V. Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, Australia
| | - Pascal Hammel
- Department of Digestive and Medical Oncology, University Paris-Saclay, Paul Brousse Hospital (AP-HP), Villejuif, France
| | - Kristen D. Whitaker
- Department of Clinical Genetics, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Michael J. Hall
- Department of Clinical Genetics, Fox Chase Cancer Center, Philadelphia, PA, USA
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Kang M, Kim S, Lee DB, Hong C, Hwang KB. Gene-specific machine learning for pathogenicity prediction of rare BRCA1 and BRCA2 missense variants. Sci Rep 2023; 13:10478. [PMID: 37380723 DOI: 10.1038/s41598-023-37698-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 06/26/2023] [Indexed: 06/30/2023] Open
Abstract
Machine learning-based pathogenicity prediction helps interpret rare missense variants of BRCA1 and BRCA2, which are associated with hereditary cancers. Recent studies have shown that classifiers trained using variants of a specific gene or a set of genes related to a particular disease perform better than those trained using all variants, due to their higher specificity, despite the smaller training dataset size. In this study, we further investigated the advantages of "gene-specific" machine learning compared to "disease-specific" machine learning. We used 1068 rare (gnomAD minor allele frequency (MAF) < 0.005) missense variants of 28 genes associated with hereditary cancers for our investigation. Popular machine learning classifiers were employed: regularized logistic regression, extreme gradient boosting, random forests, support vector machines, and deep neural networks. As features, we used MAFs from multiple populations, functional prediction and conservation scores, and positions of variants. The disease-specific training dataset included the gene-specific training dataset and was > 7 × larger. However, we observed that gene-specific training variants were sufficient to produce the optimal pathogenicity predictor if a suitable machine learning classifier was employed. Therefore, we recommend gene-specific over disease-specific machine learning as an efficient and effective method for predicting the pathogenicity of rare BRCA1 and BRCA2 missense variants.
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Affiliation(s)
- Moonjong Kang
- Research Center, Software Division, NGeneBio, Seoul, 08390, Korea
| | - Seonhwa Kim
- Research Center, Software Division, NGeneBio, Seoul, 08390, Korea
| | - Da-Bin Lee
- Department of Computer Science and Engineering, Graduate School, Soongsil University, Seoul, 06978, Korea
| | - Changbum Hong
- Research Center, Software Division, NGeneBio, Seoul, 08390, Korea.
| | - Kyu-Baek Hwang
- Department of Computer Science and Engineering, Graduate School, Soongsil University, Seoul, 06978, Korea.
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9
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Oh M, McBride A, Bhattacharjee S, Slack M, Jeter J, Abraham I. The economic value of knowing BRCA status: universal BRCA testing for breast cancer prevention. Expert Rev Pharmacoecon Outcomes Res 2023; 23:309-316. [PMID: 36637419 DOI: 10.1080/14737167.2023.2169135] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
BACKGROUND This study aimed to estimate the incremental lifetime effects, costs, and net monetary benefit (NMB) of knowing BRCA information by universal genetic testing of all US women without breast cancer turning 40 in a given year, and the cumulative savings or losses of yearly cohort testing over 16 years. We compared two strategies: (1) 'with BRCA information' and (2) 'without BRCA information.' METHODS Incremental NMB (INMB) was calculated as the monetized benefit per person of knowing BRCA status. The net monetized value (cumulated INMB) of knowing BRCA information was estimated by multiplying the INMB with the eligible population or the year 2020 cohort of US women age 40 and extended for a total of 16 yearly cohorts. RESULTS Universal testing of the female population at the age of 40 in a given year provided aan INMB of $663/person (payer) and $1,006/person (society).Escalated to the U.S. population of women age 40 , knowing BRCA status resulted in lifetime cumulated INMB of $1.3 billion (payer) and $2.0 billion (society) for the 2020 cohort; and yielded accumulated monetized value of $18.3 billion (payer) and $27.6 billion (society) over 16 yearly cohorts of 40-year-old women. CONCLUSIONS The universal testing for BRCA status of all US women at age 40 provides compelling short-term and long-term economic value.
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Affiliation(s)
- Mok Oh
- Pharmacy Practice & Science Department, University of Arizona College of Pharmacy, Tucson, AZ, USA
| | - Ali McBride
- The University of Arizona Cancer Center, North Campus, Tucson, AZ, USA
| | - Sandipan Bhattacharjee
- Pharmacy Practice & Science Department, University of Arizona College of Pharmacy, Tucson, AZ, USA
| | - Marion Slack
- Pharmacy Practice & Science Department, University of Arizona College of Pharmacy, Tucson, AZ, USA.,Center for Health Outcomes and PharmacoEconomic Research, College of Pharmacy, University of Arizona, Tucson, AZ, USA
| | - Joanne Jeter
- University of Utah Health Huntsman Cancer Institute, Salt Lake City, Utah, USA
| | - Ivo Abraham
- Center for Health Outcomes and PharmacoEconomic Research, College of Pharmacy, University of Arizona, Tucson, AZ, USA
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Kwon JY, Moskwa N, Kang W, Fan TM, Lee C. Canine as a Comparative and Translational Model for Human Mammary Tumor. J Breast Cancer 2023; 26:1-13. [PMID: 36762784 PMCID: PMC9981990 DOI: 10.4048/jbc.2023.26.e4] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 12/13/2022] [Accepted: 12/13/2022] [Indexed: 02/10/2023] Open
Abstract
Despite the advances in research and treatment of human breast cancer, its incidence rate continues to increase by 0.5% per year, and the discovery of novel therapeutic strategies for specific subtypes of human breast cancer remains challenging. Traditional laboratory mouse models have contributed tremendously to human breast cancer research. However, mice do not develop tumors spontaneously; consequently, genetically engineered mouse models or patient-derived xenograft models are often relied upon for more sophisticated human breast cancer studies. Since human breast cancer develops spontaneously, there is a need for alternative, yet complementary, models that can better recapitulate the features of human breast cancer to better understand the molecular and clinical complexities of the disease in developing new therapeutic strategies. Canine mammary tumors are one such alternative model that share features with human breast cancer, including prevalence rate, subtype classification, treatment, and mutational profiles, all of which are described in this review.
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Affiliation(s)
- Jee Young Kwon
- The Jackson Laboratory for Genomic Medicine, Farmington, USA
| | - Nicholas Moskwa
- The Jackson Laboratory for Genomic Medicine, Farmington, USA
| | | | - Timothy M. Fan
- Department of Veterinary Clinical Medicine, University of Illinois, Urbana, USA.,Cancer Center at Illinois, University of Illinois, Urbana, USA
| | - Charles Lee
- The Jackson Laboratory for Genomic Medicine, Farmington, USA.
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Global Oncology Medical Diplomacy Working Group Inaugural Meeting: Defining Worldwide Barriers to Germline Genomics in Cancer Prevention and Management. Ann Glob Health 2023; 89:16. [PMID: 36843667 PMCID: PMC9951627 DOI: 10.5334/aogh.3967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Accepted: 12/22/2022] [Indexed: 02/23/2023] Open
Abstract
We convened an international working group to examine the issues that challenge equity and inclusion in genetic medicine. Specifically, 72 internationally known experts in oncology and cancer genetics from 34 countries (the Global Oncology Medical Diplomacy Working Group), gathered virtually on January 4-5, 2022, for the "Humanity Cancer Germline Convergence and Divergence Cancer Predispositions" conference hosted by Memorial Sloan Kettering Cancer Center, in collaboration with the United Arab Emirates Ministry of Health and the Al Jalila Foundation. The goal of the conference was to broaden transnational understanding of the current state of genetics in preventive and therapeutic cancer medicine, and to define barriers to increased uptake of germline genomics to decrease the international burden of cancer. Here, we highlight the overarching barriers that were defined through this effort. These global barriers to incorporating germline genomics into optimal cancer care can inform ongoing research, collaboration, and advocacy for equitable, cost-effective genomic medicine for populations worldwide.
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12
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Ragupathi A, Singh M, Perez AM, Zhang D. Targeting the BRCA1/ 2 deficient cancer with PARP inhibitors: Clinical outcomes and mechanistic insights. Front Cell Dev Biol 2023; 11:1133472. [PMID: 37035242 PMCID: PMC10073599 DOI: 10.3389/fcell.2023.1133472] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Accepted: 03/14/2023] [Indexed: 04/11/2023] Open
Abstract
BRCA1 and BRCA2 play a critical role in a variety of molecular processes related to DNA metabolism, including homologous recombination and mediating the replication stress response. Individuals with mutations in the BRCA1 and BRCA2 (BRCA1/2) genes have a significantly higher risk of developing various types of cancers, especially cancers of the breast, ovary, pancreas, and prostate. Currently, the Food and Drug Administration (FDA) has approved four PARP inhibitors (PARPi) to treat cancers with BRCA1/2 mutations. In this review, we will first summarize the clinical outcomes of the four FDA-approved PARPi in treating BRCA1/2 deficient cancers. We will then discuss evidence supporting the hypothesis that the cytotoxic effect of PARPi is likely due to inducing excessive replication stress at the difficult-to-replicate (DTR) genomic regions in BRCA1/2 mutated tumors. Finally, we will discuss the ongoing preclinical and clinical studies on how to combine the PARPi with immuno-oncology drugs to further improve clinical outcomes.
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13
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Challenges in next generation sequencing of homology recombination repair genomic variants in prostate cancer: A nationwide survey and calibration project in China. Prostate Int 2022; 10:181-187. [PMID: 36570645 PMCID: PMC9747577 DOI: 10.1016/j.prnil.2022.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 07/11/2022] [Accepted: 07/14/2022] [Indexed: 12/27/2022] Open
Abstract
Background Homologous Recombination Repair (HRR) is the most reliable and important signaling pathway for repairing DNA damage. We initiated a calibration project to better understand the NGS landscape for HRR gene testing in China, provide indications for testing standardization, and guide clinical practice. Methods A questionnaire was used to collect laboratory information, panel design for HRR gene testing, tissue sample test parameters, plasma ctDNA sample test parameters, and procedures for variant interpretation. The testing quality of the participating laboratories was further evaluated by external quality assessment (EQA), which provided 5 FFPE slices and 5 mimic ctDNA samples as standard references for evaluation. Test results and reports were collected to assess laboratory performance. Results Our results showed that different laboratories had significant differences in sequencing platforms, library construction technologies, genes in the testing panel, detectable mutation types, probe coverage regions, sequencing parameters, variants interpretation guidelines, and positive test rates. For the EQA test, the overall pass rate was about 60%. The average accuracy for tissue samples and ctDNA samples was 79.55% and 74.13%, respectively. It is worth noting that variants in tandem repetition regions and splice sites, and those with low allele frequency were more prone to misdetection. The most common reasons for misdetection were as follows: the testing panel did not cover the genes or the whole exon and splice sites of the genes; the variants were misclassified as benign or likely benign, and the variants failed the QC criteria. Conclusions The discrepancies observed in our survey and EQA test affect the authenticity of HRR gene test results for prostate cancer, underlining the need to establish guidelines for HRR gene testing and variant interpretation in China, and to optimize HRR gene testing in clinical practice to improve management and patient care.
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Mighton C, Shickh S, Aguda V, Krishnapillai S, Adi-Wauran E, Bombard Y. From the patient to the population: Use of genomics for population screening. Front Genet 2022; 13:893832. [PMID: 36353115 PMCID: PMC9637971 DOI: 10.3389/fgene.2022.893832] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 09/26/2022] [Indexed: 10/22/2023] Open
Abstract
Genomic medicine is expanding from a focus on diagnosis at the patient level to prevention at the population level given the ongoing under-ascertainment of high-risk and actionable genetic conditions using current strategies, particularly hereditary breast and ovarian cancer (HBOC), Lynch Syndrome (LS) and familial hypercholesterolemia (FH). The availability of large-scale next-generation sequencing strategies and preventive options for these conditions makes it increasingly feasible to screen pre-symptomatic individuals through public health-based approaches, rather than restricting testing to high-risk groups. This raises anew, and with urgency, questions about the limits of screening as well as the moral authority and capacity to screen for genetic conditions at a population level. We aimed to answer some of these critical questions by using the WHO Wilson and Jungner criteria to guide a synthesis of current evidence on population genomic screening for HBOC, LS, and FH.
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Affiliation(s)
- Chloe Mighton
- Genomics Health Services Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Salma Shickh
- Genomics Health Services Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Vernie Aguda
- Genomics Health Services Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Centre for Medical Education, School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Suvetha Krishnapillai
- Genomics Health Services Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Ella Adi-Wauran
- Genomics Health Services Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Yvonne Bombard
- Genomics Health Services Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
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15
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Felder S. Decision thresholds with genetic testing. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2022; 23:1071-1078. [PMID: 34855071 DOI: 10.1007/s10198-021-01410-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 11/09/2021] [Indexed: 06/13/2023]
Abstract
A genetic test is a test for the presence or absence of a genetic mutation. A positive test outcome that reveals a mutation associated with increased risk for a disease may lead a patient to seek preventive treatment provided that the penetrance (probability of developing the disease given the mutation) is sufficiently high. We derive the test threshold and the test-treatment threshold, which confine the mutation probability interval for the use of the genetic test. Test and treatment costs as well as a low penetrance rate of the mutation narrow this interval. We illustrate the model with parameters of the test for BRCA1 and BRCA2 genes as well as of preventive treatment options for breast cancer.
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Affiliation(s)
- Stefan Felder
- Department of Business and Economics, University of Basel, Peter Merian-Weg 6, 4002, Basel, Switzerland.
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16
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Paulet L, Trecourt A, Leary A, Peron J, Descotes F, Devouassoux-Shisheboran M, Leroy K, You B, Lopez J. Cracking the homologous recombination deficiency code: how to identify responders to PARP inhibitors. Eur J Cancer 2022; 166:87-99. [DOI: 10.1016/j.ejca.2022.01.037] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 01/10/2022] [Accepted: 01/24/2022] [Indexed: 12/16/2022]
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17
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Leite Rocha D, Ashton-Prolla P, Rosset C. Reviewing the occurrence of large genomic rearrangements in patients with inherited cancer predisposing syndromes: importance of a comprehensive molecular diagnosis. Expert Rev Mol Diagn 2022; 22:319-346. [PMID: 35234551 DOI: 10.1080/14737159.2022.2049247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Hereditary cancer predisposition syndromes are caused by germline pathogenic or likely pathogenic variants in cancer predisposition genes (CPG). The majority of pathogenic variants in CPGs are point mutations, but large gene rearrangements (LGRs) are present in several CPGs. LGRs can be much more difficult to characterize and perhaps they may have been neglected in molecular diagnoses. AREAS COVERED We aimed to evaluate the frequencies of germline LGRs in studies conducted in different populations worldwide through a qualitative systematic review based on an online literature research in PubMed. Two reviewers independently extracted data from published studies between 2009 and 2020. In total, 126 studies from 37 countries and 5 continents were included in the analysis. The number of studies in different continents ranged from 3 to 48 and for several countries there was an absolute lack of information. Asia and Europe represented most of the studies, and LGR frequencies varied from 3.04 to 15.06% in different continents. MLPA was one of the methods of choice in most studies (93%). EXPERT OPINION The LGR frequencies found in this review reinforce the need for comprehensive molecular testing regardless of the population of origin and should be considered by genetic counseling providers.
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Affiliation(s)
- Débora Leite Rocha
- Laboratório de Medicina Genômica, Serviço de Pesquisa Experimental, Hospital de Clínicas de Porto Alegre (HCPA), Rua Ramiro Barcelos, 2350, CEP: 90035-930, Porto Alegre, Rio Grande do Sul, Brazil
| | - Patrícia Ashton-Prolla
- Laboratório de Medicina Genômica, Serviço de Pesquisa Experimental, Hospital de Clínicas de Porto Alegre (HCPA), Rua Ramiro Barcelos, 2350, CEP: 90035-930, Porto Alegre, Rio Grande do Sul, Brazil.,Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil. Av. Bento Gonçalves, 9500 - Prédio 43312 M, CEP: 91501-970, Caixa Postal 1505, Porto Alegre, Rio Grande do Sul, Brazil.,Serviço de Genética Médica, HCPA, Rio Grande do Sul, Brazil. Rua Ramiro Barcelos, 2350, CEP: 90035-930, Porto Alegre, Rio Grande do Sul, Brazil
| | - Clévia Rosset
- Laboratório de Medicina Genômica, Serviço de Pesquisa Experimental, Hospital de Clínicas de Porto Alegre (HCPA), Rua Ramiro Barcelos, 2350, CEP: 90035-930, Porto Alegre, Rio Grande do Sul, Brazil
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18
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Fu X, Tan W, Song Q, Pei H, Li J. BRCA1 and Breast Cancer: Molecular Mechanisms and Therapeutic Strategies. Front Cell Dev Biol 2022; 10:813457. [PMID: 35300412 PMCID: PMC8921524 DOI: 10.3389/fcell.2022.813457] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 01/18/2022] [Indexed: 11/13/2022] Open
Abstract
Breast cancer susceptibility gene 1 (BRCA1) is a tumor suppressor gene, which is mainly involved in the repair of DNA damage, cell cycle regulation, maintenance of genome stability, and other important physiological processes. Mutations or defects in the BRCA1 gene significantly increase the risk of breast, ovarian, prostate, and other cancers in carriers. In this review, we summarized the molecular functions and regulation of BRCA1 and discussed recent insights into the detection and treatment of BRCA1 mutated breast cancer.
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Affiliation(s)
- Xiaoyu Fu
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, China
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Wei Tan
- Department of Biochemistry and Molecular Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, United States
| | - Qibin Song
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Huadong Pei
- Department of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, United States
| | - Juanjuan Li
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, China
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
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19
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Hsieh YP, Naler LB, Ma S, Lu C. Cell-type-specific epigenomic variations associated with BRCA1 mutation in pre-cancer human breast tissues. NAR Genom Bioinform 2022; 4:lqac006. [PMID: 35118379 PMCID: PMC8808540 DOI: 10.1093/nargab/lqac006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 12/13/2021] [Accepted: 01/24/2022] [Indexed: 11/24/2022] Open
Abstract
BRCA1 germline mutation carriers are predisposed to breast cancers. Epigenomic regulations have been known to strongly interact with genetic variations and potentially mediate biochemical cascades involved in tumorigenesis. Due to the cell-type specificity of epigenomic features, profiling of individual cell types is critical for understanding the molecular events in various cellular compartments within complex breast tissue. Here, we produced cell-type-specific profiles of genome-wide histone modifications including H3K27ac and H3K4me3 in basal, luminal progenitor, mature luminal and stromal cells extracted from a small pilot cohort of pre-cancer BRCA1 mutation carriers (BRCA1mut/+) and non-carriers (BRCA1+/+), using a low-input ChIP-seq technology that we developed. We discovered that basal and stromal cells present the most extensive epigenomic differences between mutation carriers (BRCA1mut/+) and non-carriers (BRCA1+/+), while luminal progenitor and mature luminal cells are relatively unchanged with the mutation. Furthermore, the epigenomic changes in basal cells due to BRCA1 mutation appear to facilitate their transformation into luminal progenitor cells. Taken together, epigenomic regulation plays an important role in the case of BRCA1 mutation for shaping the molecular landscape that facilitates tumorigenesis.
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Affiliation(s)
- Yuan-Pang Hsieh
- Department of Chemical Engineering, Virginia Tech, Blacksburg, VA 24061, USA
| | - Lynette B Naler
- Department of Chemical Engineering, Virginia Tech, Blacksburg, VA 24061, USA
| | - Sai Ma
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA 24061, USA
| | - Chang Lu
- Department of Chemical Engineering, Virginia Tech, Blacksburg, VA 24061, USA
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20
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Chiang YC, Lin PH, Cheng WF. Homologous Recombination Deficiency Assays in Epithelial Ovarian Cancer: Current Status and Future Direction. Front Oncol 2021; 11:675972. [PMID: 34722237 PMCID: PMC8551835 DOI: 10.3389/fonc.2021.675972] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 09/17/2021] [Indexed: 01/02/2023] Open
Abstract
Epithelial ovarian cancer (EOC) patients are generally diagnosed at an advanced stage, usually relapse after initial treatments, which include debulking surgery and adjuvant platinum-based chemotherapy, and eventually have poor 5-year survival of less than 50%. In recent years, promising survival benefits from maintenance therapy with poly(ADP-ribose) polymerase (PARP) inhibitor (PARPi) has changed the management of EOC in newly diagnosed and recurrent disease. Identification of BRCA mutations and/or homologous recombination deficiency (HRD) is critical for selecting patients for PARPi treatment. However, the currently available HRD assays are not perfect predictors of the clinical response to PARPis in EOC patients. In this review, we introduce the concept of synthetic lethality, the rationale of using PARPi when HRD is present in tumor cells, the clinical trials of PARPi incorporating the HRD assays for EOC, the current HRD assays, and other HRD assays in development.
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Affiliation(s)
- Ying-Cheng Chiang
- Department of Obstetrics and Gynecology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Po-Han Lin
- Department of Medical Genetics, National Taiwan University Hospital, Taipei, Taiwan.,Graduate Institute of Medical Genomics and Proteomics, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Wen-Fang Cheng
- Department of Obstetrics and Gynecology, College of Medicine, National Taiwan University, Taipei, Taiwan.,Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.,Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei, Taiwan
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21
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Creeden JF, Nanavaty NS, Einloth KR, Gillman CE, Stanbery L, Hamouda DM, Dworkin L, Nemunaitis J. Homologous recombination proficiency in ovarian and breast cancer patients. BMC Cancer 2021; 21:1154. [PMID: 34711195 PMCID: PMC8555001 DOI: 10.1186/s12885-021-08863-9] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 10/11/2021] [Indexed: 02/07/2023] Open
Abstract
Homologous recombination and DNA repair are important for genome maintenance. Genetic variations in essential homologous recombination genes, including BRCA1 and BRCA2 results in homologous recombination deficiency (HRD) and can be a target for therapeutic strategies including poly (ADP-ribose) polymerase inhibitors (PARPi). However, response is limited in patients who are not HRD, highlighting the need for reliable and robust HRD testing. This manuscript will review BRCA1/2 function and homologous recombination proficiency in respect to breast and ovarian cancer. The current standard testing methods for HRD will be discussed as well as trials leading to approval of PARPi's. Finally, standard of care treatment and synthetic lethality will be reviewed.
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Affiliation(s)
- Justin Fortune Creeden
- Department of Neurosciences, University of Toledo College of Medicine and Life Sciences, Toledo, OH, USA
- Department of Cancer Biology, University of Toledo College of Medicine and Life Sciences, Toledo, OH, USA
- Department of Surgery, University of Toledo College of Medicine and Life Sciences, Toledo, OH, USA
| | - Nisha S Nanavaty
- Department of Medicine, University of Toledo College of Medicine and Life Sciences, Toledo, OH, USA
| | - Katelyn R Einloth
- Department of Medicine, University of Toledo College of Medicine and Life Sciences, Toledo, OH, USA
| | - Cassidy E Gillman
- Department of Medicine, University of Toledo College of Medicine and Life Sciences, Toledo, OH, USA
| | | | - Danae M Hamouda
- Department of Medicine, University of Toledo College of Medicine and Life Sciences, Toledo, OH, USA
| | - Lance Dworkin
- Department of Medicine, University of Toledo College of Medicine and Life Sciences, Toledo, OH, USA
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22
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Chiang YC, Lin PH, Lu TP, Kuo KT, Tai YJ, Hsu HC, Wu CY, Lee CY, Shen H, Chen CA, Cheng WF. A DNA Damage Response Gene Panel for Different Histologic Types of Epithelial Ovarian Carcinomas and Their Outcomes. Biomedicines 2021; 9:biomedicines9101384. [PMID: 34680501 PMCID: PMC8533221 DOI: 10.3390/biomedicines9101384] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 09/20/2021] [Accepted: 09/29/2021] [Indexed: 12/12/2022] Open
Abstract
DNA damage response (DDR) is important for maintaining genomic integrity of the cell. Aberrant DDR pathways lead to accumulation of DNA damage, genomic instability and malignant transformations. Gene mutations have been proven to be associated with epithelial ovarian cancer, and the majority of the literature has focused on BRCA. In this study, we investigated the somatic mutation of DNA damage response genes in epithelial ovarian cancer patients using a multiple-gene panel with next-generation sequencing. In all, 69 serous, 39 endometrioid and 64 clear cell carcinoma patients were enrolled. Serous carcinoma patients (69.6%) had higher percentages of DDR gene mutations compared with patients with endometrioid (33.3%) and clear cell carcinoma (26.6%) (p < 0.001, chi-squared test). The percentages of DDR gene mutations in patients with recurrence (53.9 vs. 32.9% p = 0.006, chi-squared test) or cancer-related death (59.2 vs. 34.4% p = 0.001, chi-squared test) were higher than those without recurrence or living patients. In endometrioid carcinoma, patients with ≥2 DDR gene mutations had shorter PFS (p = 0.0035, log-rank test) and OS (p = 0.015, log-rank test) than those with one mutation or none. In clear cell carcinoma, patients with ≥2 DDR gene mutations had significantly shorter PFS (p = 0.0056, log-rank test) and OS (p = 0.0046, log-rank test) than those with 1 DDR mutation or none. In the EOC patients, somatic DDR gene mutations were associated with advanced-stage tumor recurrence and tumor-related death. Type I EOC patients with DDR mutations had an unfavorable prognosis, especially for clear cell carcinoma.
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Affiliation(s)
- Ying-Cheng Chiang
- Department of Obstetrics and Gynecology, College of Medicine, National Taiwan University, Taipei 100226, Taiwan;
- Department of Obstetrics and Gynecology, National Taiwan University Hospital, Taipei 100226, Taiwan; (Y.-J.T.); (C.-Y.W.)
| | - Po-Han Lin
- Department of Medical Genetics, National Taiwan University Hospital, Taipei 100226, Taiwan;
- Graduate Institute of Medical Genomics and Proteomics, College of Medicine, National Taiwan University, Taipei 100025, Taiwan
| | - Tzu-Pin Lu
- Institute of Epidemiology and Preventive Medicine, Department of Public Health, National Taiwan University, Taipei 100025, Taiwan;
| | - Kuan-Ting Kuo
- Department of Pathology, College of Medicine, National Taiwan University, Taipei 100225, Taiwan;
| | - Yi-Jou Tai
- Department of Obstetrics and Gynecology, National Taiwan University Hospital, Taipei 100226, Taiwan; (Y.-J.T.); (C.-Y.W.)
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei 100225, Taiwan; (H.-C.H.); (C.-Y.L.); (H.S.)
| | - Heng-Cheng Hsu
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei 100225, Taiwan; (H.-C.H.); (C.-Y.L.); (H.S.)
- Department of Obstetrics and Gynecology, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan
| | - Chia-Ying Wu
- Department of Obstetrics and Gynecology, National Taiwan University Hospital, Taipei 100226, Taiwan; (Y.-J.T.); (C.-Y.W.)
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei 100225, Taiwan; (H.-C.H.); (C.-Y.L.); (H.S.)
| | - Chia-Yi Lee
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei 100225, Taiwan; (H.-C.H.); (C.-Y.L.); (H.S.)
- Department of Obstetrics and Gynecology, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan
| | - Hung Shen
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei 100225, Taiwan; (H.-C.H.); (C.-Y.L.); (H.S.)
- Department of Obstetrics and Gynecology, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu 30059, Taiwan
| | - Chi-An Chen
- Department of Obstetrics and Gynecology, College of Medicine, National Taiwan University, Taipei 100226, Taiwan;
- Department of Obstetrics and Gynecology, National Taiwan University Hospital, Taipei 100226, Taiwan; (Y.-J.T.); (C.-Y.W.)
- Correspondence: (C.-A.C.); (W.-F.C.); Tel.: +886-2-2312-3456 (ext. 71964) (W.-F.C.)
| | - Wen-Fang Cheng
- Department of Obstetrics and Gynecology, College of Medicine, National Taiwan University, Taipei 100226, Taiwan;
- Department of Obstetrics and Gynecology, National Taiwan University Hospital, Taipei 100226, Taiwan; (Y.-J.T.); (C.-Y.W.)
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei 100225, Taiwan; (H.-C.H.); (C.-Y.L.); (H.S.)
- Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei 100025, Taiwan
- Correspondence: (C.-A.C.); (W.-F.C.); Tel.: +886-2-2312-3456 (ext. 71964) (W.-F.C.)
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Wu H, Xu B, Gao Q, Zhou X, Shao J, Liang Z, Ma D. Discrepancies in Genetic Testing Procedures of BRCA1/2 Mutations: A National Survey Across China. Mol Diagn Ther 2021; 24:715-721. [PMID: 32970304 DOI: 10.1007/s40291-020-00489-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
International guidelines recommend BRCA testing for patients with breast and ovarian cancer. Little is known about the genetic testing practices of BRCA1/2 mutations in laboratories across China. This study was designed to assess the discrepancies in genetic testing procedures of BRCA1/2 mutations across China. An online survey was developed for depicting the BRCA1/2 testing landscape in China. Our results show that there were several variations among the laboratories in technologies adopted, large genomic rearrangement detection, probe design, quality control, variant of uncertain significance interpretation, and disposition of variants in public databases. The discrepancies observed in our study would affect the authenticity of results, thus necessitating the formulation of proper national and international guidelines for optimal BRCA1/2 testing clinical practice for efficient management and patient care of this population.
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Affiliation(s)
- Huanwen Wu
- Department of Pathology, Molecular Pathology Research Center, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Binghe Xu
- National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Qinglei Gao
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaoyan Zhou
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College; Institute of Pathology, Fudan University, Shanghai, China
| | - Jianyong Shao
- Department of Molecular Diagnostics, Sun Yat-Sen University Cancer Center, Guangzhou, China
- Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Zhiyong Liang
- Department of Pathology, Molecular Pathology Research Center, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China.
| | - Ding Ma
- Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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24
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Sahin I, Saat H. A novel BRCA1 duplication and new insights on the spectrum and frequency of germline large genomic rearrangements in BRCA1/BRCA2. Mol Biol Rep 2021; 48:5057-5062. [PMID: 34146199 DOI: 10.1007/s11033-021-06499-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 06/15/2021] [Indexed: 10/21/2022]
Abstract
Heritable breast cancers account for 5% to 10% of all breast cancers, and monogenic, highly penetrant genes cause them. Around 90% of pathogenic variants in BRCA1 and BRCA2 are observed using gene sequencing, with another 10% identified through gene duplication/deletion analysis, which differs across various communities. In this study, we performed a next-generation sequencing panel and MLPA on 1484 patients to explain the importance of recurrent germline duplications/deletions of BRCA1-2 and their clinical results and determine how often BRCA gene LGRs were seen in people suspected of hereditary breast and ovarian cancer syndrome. The large genomic rearrangements (LGRs) frequency was approximately 1% (14/1484). All 14 mutations were heterozygous and detected in patients with breast cancer. BRCA1 mutations were more predominant (n = 8, 57.1%) than BRCA2 mutations (6, 42.9%). The most common recurrent mutations were BRCA2 exon three and BRCA1 exon 24 (23) deletions. To the best of our knowledge, BRCA1 5'UTR-exon11 duplication has never been reported before. Testing with MLPA is essential to identify patients at high risk. Our data demonstrate that BRCA1-2 LGRs should be considered when ordering genetic testing for individuals with a personal or family history of cancer, particularly breast cancer. Further research could shed light on BRCA1-2 LGRs' unique carcinogenesis roles.
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Affiliation(s)
- Ibrahim Sahin
- Department of Medical Genetics, University of Health Sciences, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey.
| | - Hanife Saat
- Department of Medical Genetics, University of Health Sciences, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
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BRCA1 and BRCA2 whole cDNA analysis in unsolved hereditary breast/ovarian cancer patients. Cancer Genet 2021; 258-259:10-17. [PMID: 34237702 DOI: 10.1016/j.cancergen.2021.06.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 06/04/2021] [Accepted: 06/09/2021] [Indexed: 12/31/2022]
Abstract
Germline pathogenic variants in BRCA1 and BRCA2 genes (BRCA1/2) explain an important fraction of hereditary breast/ovarian cancer (HBOC) cases. Genetic testing generally involves examining coding regions and exon/intron boundaries, thus the frequency of deleterious variants in non-coding regions is unknown. Here we analysed BRCA1/2 whole cDNA in a large cohort of 320 unsolved high-risk HBOC cases in order to identify potential splicing alterations explained by variants in BRCA1/2 deep intronic regions. Whole RNA splicing profiles were analysed by RT-PCR using Sanger sequencing or high-resolution electrophoresis in a QIAxcel instrument. Known predominant BRCA1/2 alternative splicing events were detected, together with two novel events BRCA1 ▼21 and BRCA2 Δ18q_27p. BRCA2 exon 3 skipping was detected in one patient (male) affected with breast cancer, caused by a known Portuguese founder mutation (c.156_157insAluYa5). An altered BRCA2 splicing pattern was detected in three patients, consisting in the up-regulation of ▼20A, Δ22 and ▼20A+Δ22 transcripts. In silico analysis and semi-quantitative data identified the polymorphism BRCA2 c.8755-66T>C as a potential modifier of Δ22 levels. Our findings suggest that mRNA alterations in BRCA1/2 caused by deep intronic variants are rare in Spanish population. However, RNA analysis complements DNA-based strategies allowing the identification of alterations that could go undetected by conventional testing.
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Poon KS, Chiu L, Tan KML. Laboratory Verification of a BRCA1 and BRCA2 Massively Parallel Sequencing Assay from Wet Bench to Bioinformatics for Germline DNA Analysis. Glob Med Genet 2021; 8:62-68. [PMID: 33987625 PMCID: PMC8110340 DOI: 10.1055/s-0041-1726338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Abstract
Introduction A robust genetic test for BRCA1 and BRCA2 genes is necessary for the diagnosis, prognosis, and treatment of patients with hereditary breast and ovarian cancer. We evaluated a commercial amplicon-based massively parallel sequencing (MPS) assay, BRCA MASTR Plus on the MiSeq platform, for germline BRCA genetic testing. Methods This study was performed on 31 DNA from cell lines and proficiency testing samples to establish the accuracy of the assay. A reference cell line DNA, NA12878 was used to determine the reproducibility of the assay. Discordant MPS result was resolved orthogonally by the current gold-standard Sanger sequencing method. Results The analytical accuracy, sensitivity, and specificity for variant detection were 93.55, 92.86, and 100.00%, respectively. Both sequencing depth and variant allele frequencies were highly reproducible by comparing the NA12878 DNA tested in three separate runs. The single discordant result, later confirmed by Sanger sequencing was due to the inability of the MASTR Reporter software to identify a 40-bp deletion in BRCA1 . Conclusion The BRCA MASTR Plus assay on the MiSeq platform is accurate and reproducible for germline BRCA genetic testing, making it suitable for use in a clinical diagnostic laboratory. However, Sanger sequencing may still serve as a confirmatory method to improve diagnostic capability of the MPS assay.
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Affiliation(s)
- Kok-Siong Poon
- Department of Laboratory Medicine, National University Hospital Singapore, Singapore
| | - Lily Chiu
- Department of Laboratory Medicine, National University Hospital Singapore, Singapore
| | - Karen Mei-Ling Tan
- Department of Laboratory Medicine, National University Hospital Singapore, Singapore
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De Paolis E, De Bonis M, Concolino P, Piermattei A, Fagotti A, Urbani A, Scambia G, Minucci A, Capoluongo E. Droplet digital PCR for large genomic rearrangements detection: A promising strategy in tissue BRCA1 testing. Clin Chim Acta 2020; 513:17-24. [PMID: 33301768 DOI: 10.1016/j.cca.2020.12.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 11/10/2020] [Accepted: 12/01/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND AIMS With the introduction of Olaparib as target therapy for High Grade Serous Ovarian Cancer (HGSOC) patients with germline and somatic BRCA1/2 mutations, the genetic test performed on tumor tissue has become important like the germline test. In somatic testing the evaluation of Large Genomic Rearrangements (LGRs) represents the main challenge. We describe a droplet digital PCR (ddPCR) assay for the evaluation of target BRCA1 LGRs on blood and formalin-fixed paraffin-embedded (FFPE)/Fresh Frozen Tissue (FFT) samples. MATERIALS AND METHODS We analyzed blood, FFPE and FFT samples in a validation setting of n = 78 HGSOC patients. We applied the ddPCR to BRCA1 exons 2, 20 and 21 as some of the most common BRCA1 exons involved in LGRs in our cohort of patients. RESULTS The ddPCR custom assays allowed the identification of LGRs in all sample types, including FFPE specimens. Moreover, we were able to clearly detect LGRs accounted as somatic event. CONCLUSION The introduction of ddPCR in a comprehensive workflow, encompassing both germline and somatic tests, represents an improvement in BRCA1/2 testing. ddPCR can overcome challenges related to BRCA testing, especially on FFPE analysis. Finally, ddPCR represents a promising alternative strategy to the established standard methods currently used in clinical setting.
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Affiliation(s)
- Elisa De Paolis
- Molecular Diagnostic and Genomic Laboratory, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy.
| | - Maria De Bonis
- Molecular Diagnostic and Genomic Laboratory, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy.
| | - Paola Concolino
- Molecular Diagnostic and Genomic Laboratory, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy.
| | - Alessia Piermattei
- Division of Oncological Gynecology, Department of Women's and Children's Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy.
| | - Anna Fagotti
- Division of Oncological Gynecology, Department of Women's and Children's Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; Catholic University of the Sacred Heart, 00168 Rome, Italy.
| | - Andrea Urbani
- Molecular Diagnostic and Genomic Laboratory, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; Catholic University of the Sacred Heart, 00168 Rome, Italy.
| | - Giovanni Scambia
- Division of Oncological Gynecology, Department of Women's and Children's Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy.
| | - Angelo Minucci
- Molecular Diagnostic and Genomic Laboratory, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy.
| | - Ettore Capoluongo
- Department of Molecular Medicine and Medical Biotechnology, Federico II University, 80131 Naples, Italy; Federico II University, CEINGE, Advanced Biotechnology, 80131 Naples, Italy.
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Miller RE, Leary A, Scott CL, Serra V, Lord CJ, Bowtell D, Chang DK, Garsed DW, Jonkers J, Ledermann JA, Nik-Zainal S, Ray-Coquard I, Shah SP, Matias-Guiu X, Swisher EM, Yates LR. ESMO recommendations on predictive biomarker testing for homologous recombination deficiency and PARP inhibitor benefit in ovarian cancer. Ann Oncol 2020; 31:1606-1622. [PMID: 33004253 DOI: 10.1016/j.annonc.2020.08.2102] [Citation(s) in RCA: 250] [Impact Index Per Article: 50.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 08/14/2020] [Accepted: 08/17/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Homologous recombination repair deficiency (HRD) is a frequent feature of high-grade serous ovarian, fallopian tube and peritoneal carcinoma (HGSC) and is associated with sensitivity to PARP inhibitor (PARPi) therapy. HRD testing provides an opportunity to optimise PARPi use in HGSC but methodologies are diverse and clinical application remains controversial. MATERIALS AND METHODS To define best practice for HRD testing in HGSC the ESMO Translational Research and Precision Medicine Working Group launched a collaborative project that incorporated a systematic review approach. The main aims were to (i) define the term 'HRD test'; (ii) provide an overview of the biological rationale and the level of evidence supporting currently available HRD tests; (iii) provide recommendations on the clinical utility of HRD tests in clinical management of HGSC. RESULTS A broad range of repair genes, genomic scars, mutational signatures and functional assays are associated with a history of HRD. Currently, the clinical validity of HRD tests in ovarian cancer is best assessed, not in terms of biological HRD status per se, but in terms of PARPi benefit. Clinical trials evidence supports the use of BRCA mutation testing and two commercially available assays that also incorporate genomic instability for identifying subgroups of HGSCs that derive different magnitudes of benefit from PARPi therapy, albeit with some variation by clinical scenario. These tests can be used to inform treatment selection and scheduling but their use is limited by a failure to consistently identify a subgroup of patients who derive no benefit from PARPis in most studies. Existing tests lack negative predictive value and inadequately address the complex and dynamic nature of the HRD phenotype. CONCLUSIONS Currently available HRD tests are useful for predicting likely magnitude of benefit from PARPis but better biomarkers are urgently needed to better identify current homologous recombination proficiency status and stratify HGSC management.
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Affiliation(s)
- R E Miller
- Department of Medical Oncology, University College London, London, UK; Department of Medical Oncology, St Bartholomew's Hospital, London, UK
| | - A Leary
- Department of Medicine and INSERM U981, Gustave Roussy Cancer Center, Université Paris-Saclay, Paris, France
| | - C L Scott
- Peter MacCallum Cancer Centre, Melbourne, Australia; The University of Melbourne, Melbourne, Australia
| | - V Serra
- Experimental Therapeutics Group Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - C J Lord
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK; CRUK Gene Function Laboratory, The Institute of Cancer Research, London, UK
| | - D Bowtell
- Peter MacCallum Cancer Centre, Melbourne, Australia; The University of Melbourne, Melbourne, Australia
| | - D K Chang
- Glasgow Precision Oncology Laboratory, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK
| | - D W Garsed
- Peter MacCallum Cancer Centre, Melbourne, Australia; The University of Melbourne, Melbourne, Australia
| | - J Jonkers
- Division of Molecular Pathology, Oncode Institute, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - J A Ledermann
- UCL Cancer Institute, University College London, London, UK
| | - S Nik-Zainal
- Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge, UK; MRC Cancer Unit, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - I Ray-Coquard
- Centre Leon Berard, Lyon, France; University Claude Bernard Groupe University of Lyon, France
| | - S P Shah
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, USA
| | - X Matias-Guiu
- Departments of Pathology, Hospital U Arnau de Vilanova and Hospital U de Bellvitge, Universities of Lleida and Barcelona, Irblleida, Idibell, Ciberonc, Barcelona, Spain
| | - E M Swisher
- Department of Obstetrics and Gynecology, University of Washington, Seattle, USA
| | - L R Yates
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge; Guy's Cancer Centre, Guys and St Thomas' NHS Foundation Trust, London, UK.
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Walsh T, Casadei S, Munson KM, Eng M, Mandell JB, Gulsuner S, King MC. CRISPR-Cas9/long-read sequencing approach to identify cryptic mutations in BRCA1 and other tumour suppressor genes. J Med Genet 2020; 58:850-852. [PMID: 33060287 PMCID: PMC8046837 DOI: 10.1136/jmedgenet-2020-107320] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Revised: 08/24/2020] [Accepted: 08/27/2020] [Indexed: 01/07/2023]
Abstract
Current clinical approaches for mutation discovery are based on short sequence reads (100-300 bp) of exons and flanking splice sites targeted by multigene panels or whole exomes. Short-read sequencing is highly accurate for detection of single nucleotide variants, small indels and simple copy number differences but is of limited use for identifying complex insertions and deletions and other structural rearrangements. We used CRISPR-Cas9 to excise complete BRCA1 and BRCA2 genomic regions from lymphoblast cells of patients with breast cancer, then sequenced these regions with long reads (>10 000 bp) to fully characterise all non-coding regions for structural variation. In a family severely affected with early-onset bilateral breast cancer and with negative (normal) results by gene panel and exome sequencing, we identified an intronic SINE-VNTR-Alu retrotransposon insertion that led to the creation of a pseudoexon in the BRCA1 message and introduced a premature truncation. This combination of CRISPR-Cas9 excision and long-read sequencing reveals a class of complex, damaging and otherwise cryptic mutations that may be particularly frequent in tumour suppressor genes replete with intronic repeats.
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Affiliation(s)
- Tom Walsh
- Departments of Medicine (Medical Genetics) and Genome Sciences, University of Washington, Seattle, Washington, USA
| | - Silvia Casadei
- Departments of Medicine (Medical Genetics) and Genome Sciences, University of Washington, Seattle, Washington, USA
| | - Katherine M Munson
- Department of Genome Sciences, Unversity of Washington, Seattle, Washington, USA
| | - Mary Eng
- Departments of Medicine (Medical Genetics) and Genome Sciences, University of Washington, Seattle, Washington, USA
| | - Jessica B Mandell
- Departments of Medicine (Medical Genetics) and Genome Sciences, University of Washington, Seattle, Washington, USA
| | - Suleyman Gulsuner
- Departments of Medicine (Medical Genetics) and Genome Sciences, University of Washington, Seattle, Washington, USA
| | - Mary-Claire King
- Departments of Medicine (Medical Genetics) and Genome Sciences, University of Washington, Seattle, Washington, USA
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Guzauskas GF, Garbett S, Zhou Z, Spencer SJ, Smith HS, Hao J, Hassen D, Snyder SR, Graves JA, Peterson JF, Williams MS, Veenstra DL. Cost-effectiveness of Population-Wide Genomic Screening for Hereditary Breast and Ovarian Cancer in the United States. JAMA Netw Open 2020; 3:e2022874. [PMID: 33119106 PMCID: PMC7596578 DOI: 10.1001/jamanetworkopen.2020.22874] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
IMPORTANCE Genomic screening for hereditary breast and ovarian cancer (HBOC) in unselected women offers an opportunity to prevent cancer morbidity and mortality, but the potential clinical impact and cost-effectiveness of such screening have not been well studied. OBJECTIVE To estimate the lifetime incremental incidence of HBOC and the quality-adjusted life-years (QALYs), costs, and cost-effectiveness of HBOC genomic screening in an unselected population vs family history-based testing. DESIGN, SETTING, AND PARTICIPANTS In this study conducted from October 27, 2017, to May 3, 2020, a decision analytic Markov model was developed that included health states for precancer, for risk-reducing mastectomy (RRM) and risk-reducing salpingo-oophorectomy (RRSO), for earlier- and later-stage HBOC, after cancer, and for death. A complimentary cascade testing module was also developed to estimate outcomes in first-degree relatives. Age-specific RRM and RRSO uptake probabilities were estimated from the Geisinger MyCode Community Health Initiative and published sources. Parameters including RRM and RRSO effectiveness, variant-specific cancer risk, costs, and utilities were derived from published sources. Sensitivity and scenario analyses were conducted to evaluate model assumptions and uncertainty. MAIN OUTCOMES AND MEASURES Lifetime cancer incidence, QALYs, life-years, and direct medical costs for genomic screening in an unselected population vs family history-based testing only were calculated. The incremental cost-effectiveness ratio (ICER) was calculated as the difference in cost between strategies divided by the difference in QALYs between strategies. Earlier-stage and later-stage cancer cases prevented and total cancer cases prevented were also calculated. RESULTS The model found that population screening of 30-year-old women was associated with 75 (95% credible range [CR], 60-90) fewer overall cancer cases and 288 QALYs (95% CR, 212-373 QALYs) gained per 100 000 women screened, at an incremental cost of $25 million (95% CR, $21 millon to $30 million) vs family history-based testing; the ICER was $87 700 (78% probability of being cost-effective at a threshold of $100 000 per QALY). In contrast, population screening of 45-year-old women was associated with 24 (95% CR, 18-29) fewer cancer cases and 97 QALYs (95% CR, 66-130 QALYs) gained per 100 000 women screened, at an incremental cost of $26 million (95% CR, $22 million to $30 million); the ICER was $268 200 (0% probability of being cost-effective at a threshold of $100 000 per QALY). A scenario analysis without cascade testing increased the ICER to $92 600 for 30-year-old women and $354 500 for 45-year-old women. A scenario analysis assuming a 5% absolute decrease in mammography screening in women without a variant was associated with the potential for net harm (-90 QALYs per 100 000 women screened; 95% CR, -180 to 10 QALYs). CONCLUSIONS AND RELEVANCE The results of this study suggest that population HBOC screening may be cost-effective among younger women but not among older women. Cascade testing of first-degree relatives added a modest improvement in clinical and economic value. The potential for harm conferred by inappropriate reduction in mammography among noncarriers should be quantified.
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Affiliation(s)
- Gregory F. Guzauskas
- The Comparative Health Outcomes, Policy & Economics (CHOICE) Institute, Department of Pharmacy, University of Washington, Seattle
| | - Shawn Garbett
- Department of Biostatistics, Vanderbilt University, Nashville, Tennessee
| | - Zilu Zhou
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Scott J. Spencer
- Institute for Public Health Genetics, University of Washington, Seattle
| | - Hadley S. Smith
- Center for Medical Ethics and Health Policy, Baylor College of Medicine, Houston, Texas
| | - Jing Hao
- Department of Population Health Sciences, Geisinger, Danville, Pennsylvania
| | - Dina Hassen
- Department of Population Health Sciences, Geisinger, Danville, Pennsylvania
| | - Susan R. Snyder
- Department of Health Policy and Behavioral Sciences, Georgia State University, Atlanta
| | - John A. Graves
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Josh F. Peterson
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee
| | | | - David L. Veenstra
- The Comparative Health Outcomes, Policy & Economics (CHOICE) Institute, Department of Pharmacy, University of Washington, Seattle
- Institute for Public Health Genetics, University of Washington, Seattle
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Solano AR, Palmero EI, Delgado L, Carraro DM, Ortíz-López R, Carranza CL, Santamaria C, Cifuentes L, Jara Sosa LE, Toland AE. Sequencing technology status of BRCA1/2 testing in Latin American Countries. NPJ Genom Med 2020; 5:22. [PMID: 32550004 PMCID: PMC7265546 DOI: 10.1038/s41525-020-0126-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Accepted: 03/12/2020] [Indexed: 11/09/2022] Open
Affiliation(s)
- Angela R. Solano
- INBIOMED, Facultad de Medicina UBA/CONICET and Genotipificacion y Cancer Hereditario, Dto. de Analisis Clínicos, CEMIC, Buenos Aires, Argentina
| | - Edenir I. Palmero
- Molecular Oncology Research Center, Barretos Cancer Hospital and Barretos School of Health Science, Dr Paulo Prata, FACISB, Barretos, Brazil
| | - Lucía Delgado
- Unidad de Oncogenética, Hospital de Clínicas, Facultad de Medicina, Universidad de la República, Montevideo, Uruguay
| | - Dirce M. Carraro
- CIPE, International Research Center; A.C.Camargo Cancer Center, Sao Paulo, Brazil
| | - Rocío Ortíz-López
- Tecnologico de Monterrey. Escuela de Medicina y Ciencias de la Salud, Monterrey, Mexico
| | | | | | - Laura Cifuentes
- GIOD Group, Universidad Cooperativa de Colombia, Pasto, and Human Molecular Genetics Lab, Universidad del Valle, Cali, Colombia
| | | | - Amanda E. Toland
- Department of Cancer Biology and Genetics, Division of Human Genetics, Department of Internal Medicine, Comprehensive Cancer Center, the Ohio State University, Columbus, OH United States
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Thumser-Henner P, Nytko KJ, Rohrer Bley C. Mutations of BRCA2 in canine mammary tumors and their targeting potential in clinical therapy. BMC Vet Res 2020; 16:30. [PMID: 32005245 PMCID: PMC6995156 DOI: 10.1186/s12917-020-2247-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 01/17/2020] [Indexed: 02/08/2023] Open
Abstract
Dogs develop cancer spontaneously with age, with breed-specific risk underlying differences in genetics. Mammary tumors are reported as the most frequent neoplasia in intact female dogs. Their high prevalence in certain breeds suggests a genetic component, as it is the case in human familial breast cancer, distinctly in BRCA2-associated cancers. However, the molecular genetics of BRCA2 in the pathogenesis of canine cancer are still under investigation.Genetic variations of canine BRCA2 comprised single nucleotide polymorphisms, insertions and deletions. The BRCA2 level has been shown to be reduced in tumor gland samples, suggesting that low expression of BRCA2 is contributing to mammary tumor development in dogs. Additionally, specific variations of the BRCA2 gene affect RAD51 binding strength, critically damage the BRCA2-RAD51 binding and further provoke a defective repair. In humans, preclinical and clinical data revealed a synthetic lethality interaction between BRCA2 mutations and PARP inhibition. PARP inhibitors are successfully used to increase chemo- and radiotherapy sensitivity, although they are also associated with numerous side effects and acquired resistance. Cancer treatment of canine patients could benefit from increased chemo- and radiosensitivity, as their cancer therapy protocols usually include only low doses of drugs or radiation. Early investigations show tolerability of iniparib in dogs. PARP inhibitors also imply higher therapy costs and consequently are less likely to be accepted by pet owners.We summarized the current evidence of canine BRCA2 gene alterations and their association with mammary tumors. Mutations in the canine BRCA2 gene have the potential to be exploited in clinical therapy through the usage of PARP inhibitors. However, further investigations are needed before introducing PARP inhibitors in veterinary clinical practice.
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Affiliation(s)
- Pauline Thumser-Henner
- Division of Radiation Oncology, Vetsuisse Faculty, University of Zurich, Zurich, Switzerland.
| | - Katarzyna J Nytko
- Division of Radiation Oncology, Vetsuisse Faculty, University of Zurich, Zurich, Switzerland
| | - Carla Rohrer Bley
- Division of Radiation Oncology, Vetsuisse Faculty, University of Zurich, Zurich, Switzerland
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Concolino P, Capoluongo E. Detection of BRCA1/2 large genomic rearrangements in breast and ovarian cancer patients: an overview of the current methods. Expert Rev Mol Diagn 2019; 19:795-802. [PMID: 31429350 DOI: 10.1080/14737159.2019.1657011] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Introduction: Currently, genetic testing of BRCA1/2 genes includes screening for single-nucleotide variants, small insertions/deletions, and copy number variations (CNVs). In fact, many studies document the involvement of BRCA1/2 gene rearrangements in genetic predisposition to breast and ovarian cancer. Large genomic rearrangements (LGRs) of BRCA1 may account for up to one-third of all disease-causing alterations in various populations, while LGRs in BRCA2 are less frequently observed. Areas covered: We aimed to present an overview of current technologies employed in molecular diagnosis of BRCA1/2 LGRs. The most relevant literature papers, showing the application of new strategies, were considered. Expert opinion: Currently, the progress of next-generation sequencing (NGS) technologies allows for the validation of new pipelines able to provide rapid and effective results, ensuring the sensitivity and specificity requested for the detection of BRCA1/2 LGRs. Multiplex ligation-dependent probe amplification remains the gold standard to confirm NGS CNVs results and to perform fast screening in families where a pathogenic rearrangement has been detected in a proband.
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Affiliation(s)
- Paola Concolino
- Dipartimento Scienze di Laboratorio e Infettivologiche, Fondazione Policlinico Universitario A. Gemelli - IRCCS , Roma , Italia
| | - Ettore Capoluongo
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università Federico II , Napoli , Italia
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BRCA1 and BRCA2 Testing through Next Generation Sequencing in a Small Cohort of Italian Breast/Ovarian Cancer Patients: Novel Pathogenic and Unknown Clinical Significance Variants. Int J Mol Sci 2019; 20:ijms20143442. [PMID: 31336956 PMCID: PMC6678297 DOI: 10.3390/ijms20143442] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 07/08/2019] [Accepted: 07/11/2019] [Indexed: 01/07/2023] Open
Abstract
The aim of this report is to describe results of BRCA1 and BRCA2 Next Generation Sequencing Analysis (NGS) analysis in 132 selected Italian patients with breast/ovarian cancer. A NGS pipeline with a reliable Copy Number Variation (CNV) prediction algorithm was applied. In addition, VarSome and Priors V2.0 Software were employed for in silico analysis of novel missense variants. A total of 37 BRCA1 and BRCA2 pathogenic variants were found in 34 unrelated subjects with a frequency of positive patients of 25.7% (34/132). Twenty-four deleterious variants were detected in BRCA1 (representing the 64.9% of all identified pathogenic defects) and thirteen (35.1% of all identified pathogenic variants) in BRCA2 gene. The percentage of patients carrying a variant of unknown significance (VUS) was 7.5% (10/132). In addition, seven novel variants (five in BRCA2 and two in BRCA1 gene), never previously reported, were identified. Our approach represents a robust and easy-to-use method for full BRCA1/2 screening. However, a consistent number of our high-risk families still remained without a satisfying answer. Necessarily, further collective efforts must be directed to a definitive classification of VUSs. The future auspice is that the use of multi-gene panel and more advanced screenings, such as whole exome sequencing and/or RNA seq, in routine diagnostics increases the detection rate.
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“Decoding hereditary breast cancer” benefits and questions from multigene panel testing. Breast 2019; 45:29-35. [DOI: 10.1016/j.breast.2019.01.002] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Revised: 01/03/2019] [Accepted: 01/07/2019] [Indexed: 12/17/2022] Open
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Zhou S, Jin J, Wang J, Zhang Z, Huang S, Zheng Y, Cai L. Effects of Breast Cancer Genes 1 and 2 on Cardiovascular Diseases. Curr Probl Cardiol 2019; 46:100421. [PMID: 31558344 DOI: 10.1016/j.cpcardiol.2019.04.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Accepted: 04/06/2019] [Indexed: 12/20/2022]
Abstract
Carriers of mutations of breast cancer gene 1 and/or 2 (BRCA1/2) have a higher risk of developing breast and ovarian cancers at a relatively young age. Recently, a causative role for BRCA1/2 in cardiovascular diseases has been emerging. In this review, we summarize currently available evidence obtained from studies on animal models and human BRCA1/2 mutation carriers that shows a correlation of BRCA1/2 deficiency with various cardiovascular diseases, including ischemic heart disease, atherosclerosis, and chemotherapy-linked cardiac muscle disorders. We also discuss one of the major mechanisms by which BRCA1/2 protects the heart against oxidative stress, ie mediating the activity of Nrf2 and its downstream targets that govern antioxidant signaling. More research is needed to elucidate whether the carriers of the BRCA1/2 mutations with ovarian and breast cancers have increased susceptibility to chemotherapy-induced cardiac functional impairment.
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Germline Missense Variants in BRCA1: New Trends and Challenges for Clinical Annotation. Cancers (Basel) 2019; 11:cancers11040522. [PMID: 31013702 PMCID: PMC6520942 DOI: 10.3390/cancers11040522] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Revised: 03/13/2019] [Accepted: 03/30/2019] [Indexed: 12/24/2022] Open
Abstract
Genetic testing allows for the identification of germline DNA variations, which are associated with a significant increase in the risk of developing breast cancer (BC) and ovarian cancer (OC). Detection of a BRCA1 or BRCA2 pathogenic variant triggers several clinical management actions, which may include increased surveillance and prophylactic surgery for healthy carriers or treatment with the PARP inhibitor therapy for carriers diagnosed with cancer. Thus, standardized validated criteria for the annotation of BRCA1 and BRCA2 variants according to their pathogenicity are necessary to support clinical decision-making and ensure improved outcomes. Upon detection, variants whose pathogenicity can be inferred by the genetic code are typically classified as pathogenic, likely pathogenic, likely benign, or benign. Variants whose impact on function cannot be directly inferred by the genetic code are labeled as variants of uncertain clinical significance (VUS) and are evaluated by multifactorial likelihood models that use personal and family history of cancer, segregation data, prediction tools, and co-occurrence with a pathogenic BRCA variant. Missense variants, coding alterations that replace a single amino acid residue with another, are a class of variants for which determination of clinical relevance is particularly challenging. Here, we discuss current issues in the missense variant classification by following a typical life cycle of a BRCA1 missense variant through detection, annotation and information dissemination. Advances in massively parallel sequencing have led to a substantial increase in VUS findings. Although the comprehensive assessment and classification of missense variants according to their pathogenicity remains the bottleneck, new developments in functional analysis, high throughput assays, data sharing, and statistical models are rapidly changing this scenario.
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38
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Forbes C, Fayter D, de Kock S, Quek RG. A systematic review of international guidelines and recommendations for the genetic screening, diagnosis, genetic counseling, and treatment of BRCA-mutated breast cancer. Cancer Manag Res 2019; 11:2321-2337. [PMID: 30962720 PMCID: PMC6434912 DOI: 10.2147/cmar.s189627] [Citation(s) in RCA: 76] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
PURPOSE To conduct a systematic review of international guidelines on screening and management of patients with BRCA-mutated breast cancer (BC). METHODS Major electronic databases (MEDLINE and Embase; N=8) and gray literature sources were searched (January 2007 to February 2018). Latest guideline recommendations on genetic screening, counseling, and BC treatment of BRCA mutation carriers were summarized. Guidelines specific to germline BRCA (gBRCA) mutation were captured where available. RESULTS A total of 3,775 records were retrieved and 32 guidelines were included; Europe (n=16), USA (n=11), Canada (n=3), Australia (n=1), and Japan (n=1) were included. Across and within guidelines, genetic counseling was recommended at multiple points in the care pathway, though the format was not always clearly defined. US guidelines emphasized that BRCA mutation testing should occur after specialized genetic counseling; other European guidelines are less prescriptive. BRCA testing eligibility criteria differed, with some guidelines being less restrictive; US National Comprehensive Cancer Network (NCCN) BC guidelines specified that HER2-negative BC patients eligible for single-agent therapy are eligible for gBRCA testing. Fast-track BRCA testing is recommended in the Netherlands if treatment choice will affect survival, but in the UK only as part of clinical trials. More recent European (European School of Oncology-European Society for Medical Oncology 3rd International Consensus Guidelines for Breast Cancer in Young Women 2017, Arbeitsgemeinschaft Gynäkologische Onkologie 2017 in Germany) and US (NCCN) guidelines have updated recommendations regarding gBRCA-targeted poly(ADP-ribose) polymerase (PARP) inhibitor therapy in BC. CONCLUSION Regional and organizational guidelines differ for genetic screening, counseling, and treatment of patients with BRCA-mutated BC. Guideline harmonization would optimize identification and management of these patients.
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Affiliation(s)
- Carol Forbes
- Department of Reviews, Kleijnen Systematic Reviews Ltd, Escrick, York YO19 6FD, UK,
| | - Debra Fayter
- Department of Reviews, Kleijnen Systematic Reviews Ltd, Escrick, York YO19 6FD, UK,
| | - Shelley de Kock
- Department of Information, Kleijnen Systematic Reviews Ltd, Escrick, York YO19 6FD, UK
| | - Ruben Gw Quek
- Health Economics and Outcomes Research, Pfizer Inc., San Francisco, CA 94105, USA
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Bollinger JM, Sanka A, Dolman L, Liao RG, Cook-Deegan R. BRCA1/2 Variant Data-Sharing Practices. THE JOURNAL OF LAW, MEDICINE & ETHICS : A JOURNAL OF THE AMERICAN SOCIETY OF LAW, MEDICINE & ETHICS 2019; 47:88-96. [PMID: 30994073 PMCID: PMC6748872 DOI: 10.1177/1073110519840487] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Accessing BRCA1/2 data facilitates the detection of disease-associated variants, which is critical to informing clinical management of risks. BRCA1/2 data sharing is complex and many practices exist. We describe current BRCA1/2 data-sharing practices, in the United States and globally, and discuss obstacles and incentives to sharing, based on 28 interviews with personnel at U.S. and non-U.S. clinical laboratories and databases. Our examination of the BRCA1/2 data-sharing landscape demonstrates strong support for and robust sharing of BRCA1/2 data around the world, increasing global accesses to diverse data sets.
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Affiliation(s)
- Juli M Bollinger
- Juli M. Bollinger, M.S., is a Research Associate in the Center for Medical Ethics and Health Policy at the Baylor College of Medicine and a Research Associate and Associate Faculty at the Berman Institute of Bioethics at Johns Hopkins University. Abhi Sanka is a Science Policy Fellow at the Science and Technology Policy Institute. He was formerly a Research Associate at the School for the Future of Innovation in Society at Arizona State University. Lena Dolman, M.S., is currently a medical student at McMaster University, Hamilton, Ontario, Canada. She was formerly a manager of Strategy and Outreach, as well as manager of the Clinical & Phenotypic Data Capture Work Stream, for the Global Alliance for Genomics and Health. Rachel G. Liao, Ph.D., is a Scientific Advisor to the Director at the Broad Institute of MIT and Harvard. She was formerly a manager for the Global Alliance for Genomics and Health, where she led the successful launch and growth of the BRCA Challenge project and its foundational product, the BRCA Exchange. Robert Cook-Deegan, M.D., is a Professor in the School for the Future of Innovation in Society at Arizona State University. He is a physician and molecular biologist who turned to policy and then entered academe through Georgetown, Stanford, and Duke Universities before joining ASU
| | - Abhi Sanka
- Juli M. Bollinger, M.S., is a Research Associate in the Center for Medical Ethics and Health Policy at the Baylor College of Medicine and a Research Associate and Associate Faculty at the Berman Institute of Bioethics at Johns Hopkins University. Abhi Sanka is a Science Policy Fellow at the Science and Technology Policy Institute. He was formerly a Research Associate at the School for the Future of Innovation in Society at Arizona State University. Lena Dolman, M.S., is currently a medical student at McMaster University, Hamilton, Ontario, Canada. She was formerly a manager of Strategy and Outreach, as well as manager of the Clinical & Phenotypic Data Capture Work Stream, for the Global Alliance for Genomics and Health. Rachel G. Liao, Ph.D., is a Scientific Advisor to the Director at the Broad Institute of MIT and Harvard. She was formerly a manager for the Global Alliance for Genomics and Health, where she led the successful launch and growth of the BRCA Challenge project and its foundational product, the BRCA Exchange. Robert Cook-Deegan, M.D., is a Professor in the School for the Future of Innovation in Society at Arizona State University. He is a physician and molecular biologist who turned to policy and then entered academe through Georgetown, Stanford, and Duke Universities before joining ASU
| | - Lena Dolman
- Juli M. Bollinger, M.S., is a Research Associate in the Center for Medical Ethics and Health Policy at the Baylor College of Medicine and a Research Associate and Associate Faculty at the Berman Institute of Bioethics at Johns Hopkins University. Abhi Sanka is a Science Policy Fellow at the Science and Technology Policy Institute. He was formerly a Research Associate at the School for the Future of Innovation in Society at Arizona State University. Lena Dolman, M.S., is currently a medical student at McMaster University, Hamilton, Ontario, Canada. She was formerly a manager of Strategy and Outreach, as well as manager of the Clinical & Phenotypic Data Capture Work Stream, for the Global Alliance for Genomics and Health. Rachel G. Liao, Ph.D., is a Scientific Advisor to the Director at the Broad Institute of MIT and Harvard. She was formerly a manager for the Global Alliance for Genomics and Health, where she led the successful launch and growth of the BRCA Challenge project and its foundational product, the BRCA Exchange. Robert Cook-Deegan, M.D., is a Professor in the School for the Future of Innovation in Society at Arizona State University. He is a physician and molecular biologist who turned to policy and then entered academe through Georgetown, Stanford, and Duke Universities before joining ASU
| | - Rachel G Liao
- Juli M. Bollinger, M.S., is a Research Associate in the Center for Medical Ethics and Health Policy at the Baylor College of Medicine and a Research Associate and Associate Faculty at the Berman Institute of Bioethics at Johns Hopkins University. Abhi Sanka is a Science Policy Fellow at the Science and Technology Policy Institute. He was formerly a Research Associate at the School for the Future of Innovation in Society at Arizona State University. Lena Dolman, M.S., is currently a medical student at McMaster University, Hamilton, Ontario, Canada. She was formerly a manager of Strategy and Outreach, as well as manager of the Clinical & Phenotypic Data Capture Work Stream, for the Global Alliance for Genomics and Health. Rachel G. Liao, Ph.D., is a Scientific Advisor to the Director at the Broad Institute of MIT and Harvard. She was formerly a manager for the Global Alliance for Genomics and Health, where she led the successful launch and growth of the BRCA Challenge project and its foundational product, the BRCA Exchange. Robert Cook-Deegan, M.D., is a Professor in the School for the Future of Innovation in Society at Arizona State University. He is a physician and molecular biologist who turned to policy and then entered academe through Georgetown, Stanford, and Duke Universities before joining ASU
| | - Robert Cook-Deegan
- Juli M. Bollinger, M.S., is a Research Associate in the Center for Medical Ethics and Health Policy at the Baylor College of Medicine and a Research Associate and Associate Faculty at the Berman Institute of Bioethics at Johns Hopkins University. Abhi Sanka is a Science Policy Fellow at the Science and Technology Policy Institute. He was formerly a Research Associate at the School for the Future of Innovation in Society at Arizona State University. Lena Dolman, M.S., is currently a medical student at McMaster University, Hamilton, Ontario, Canada. She was formerly a manager of Strategy and Outreach, as well as manager of the Clinical & Phenotypic Data Capture Work Stream, for the Global Alliance for Genomics and Health. Rachel G. Liao, Ph.D., is a Scientific Advisor to the Director at the Broad Institute of MIT and Harvard. She was formerly a manager for the Global Alliance for Genomics and Health, where she led the successful launch and growth of the BRCA Challenge project and its foundational product, the BRCA Exchange. Robert Cook-Deegan, M.D., is a Professor in the School for the Future of Innovation in Society at Arizona State University. He is a physician and molecular biologist who turned to policy and then entered academe through Georgetown, Stanford, and Duke Universities before joining ASU
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40
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Veneris JT, Huang L, Churpek JE, Conzen SD, Fleming GF. Glucocorticoid receptor expression is associated with inferior overall survival independent of BRCA mutation status in ovarian cancer. Int J Gynecol Cancer 2019; 29:357-364. [PMID: 30683758 DOI: 10.1136/ijgc-2018-000101] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 12/07/2018] [Accepted: 12/12/2018] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE High glucocorticoid receptor (GR) protein expression is associated with decreased progression-free survival in ovarian cancer patients and decreased sensitivity to chemotherapy in preclinical models. Prior studies suggest wild type BRCA1 promotes GR activation. The objective of this study was to characterize the relationship of tumor GR gene expression to outcome in ovarian cancer, and to evaluate the relationship of GR expression with BRCA status. METHODS Whole exome and whole genome sequencing, gene expression, and clinical data were obtained for high-grade serous ovarian cancers in The Cancer Genome Atlas. Cases with pathogenic somatic or germline BRCA1 or BRCA2 mutations were identified and classified as BRCA mutated. High or low glucocorticoid receptor expression was defined as expression above or below median of the GR/nuclear receptor subfamily 3 C1 (NR3C1) gene level. Overall survival was estimated by the Kaplan-Meier method and compared by Cox regression analysis. RESULTS Combined germline DNA sequencing and tumor microarray expression data were available for 222 high-grade serous ovarian cancer cases. Among these, 47 had a deleterious germline and/or somatic mutation in BRCA1 or BRCA2. In multivariate analysis, high glucocorticoid receptor gene expression was associated with decreased overall survival among ovarian cancer patients, independently of BRCA mutation status. No correlation of GR/NR3C1 gene expression with BRCA mutation status or BRCA1 or BRCA2 mRNA level was observed. CONCLUSIONS Increased GR gene expression is associated with decreased overall survival in ovarian cancer patients, independently of BRCA mutation status. High-grade serous ovarian cancers with high GR expression and wild type BRCA have a particularly poor outcome.
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Affiliation(s)
- Jennifer Taylor Veneris
- Department of Medicine, Section of Hematology-Oncology, The University of Chicago, Chicago, Illinois, USA
| | - Lei Huang
- Center for Research Informatics, The University of Chicago, Chicago, Illinois, USA
| | - Jane E Churpek
- Department of Medicine, Section of Hematology-Oncology, The University of Chicago, Chicago, Illinois, USA
- The University of Chicago Comprehensive Cancer Center, Chicago, Illinois, USA
| | - Suzanne D Conzen
- Department of Medicine, Section of Hematology-Oncology, The University of Chicago, Chicago, Illinois, USA
- The University of Chicago Comprehensive Cancer Center, Chicago, Illinois, USA
- Ben May Department for Cancer Biology, The University of Chicago, Chicago, Illinois, USA
| | - Gini F Fleming
- Department of Medicine, Section of Hematology-Oncology, The University of Chicago, Chicago, Illinois, USA
- The University of Chicago Comprehensive Cancer Center, Chicago, Illinois, USA
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41
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Verma A, Nag S, Hasan Q, Priya Selvakumar V. Mainstreaming genetic counseling for BRCA testing into oncology clinics – Indian perspective. Indian J Cancer 2019; 56:S38-S47. [DOI: 10.4103/ijc.ijc_458_19] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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42
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Rizza R, Hackmann K, Paris I, Minucci A, De Leo R, Schrock E, Urbani A, Capoluongo E, Gelli G, Concolino P. Novel BRCA1 Large Genomic Rearrangements in Italian Breast/Ovarian Cancer Patients. Mol Diagn Ther 2018; 23:121-126. [PMID: 30506513 DOI: 10.1007/s40291-018-0376-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
BACKGROUND In recent years, the number of patients being offered BRCA1/2 testing has changed dramatically. Advances in high-throughput sequencing technology have led many diagnostic laboratories to test next-generation sequencing (NGS)-based platforms as the main technology for clinical testing. As a consequence, the proportion of novel BRCA1/2 variants detected has greatly increased. Here, we describe two novel BRCA1 large deletions detected in Italian patients affected by hereditary breast and ovarian cancer syndrome (HBOC). METHODS We applied an NGS pipeline with a reliable copy number variation (CNV) prediction algorithm. Successively, samples were investigated using the Multiplex Amplicon Quantification (MAQ) assay and array comparative genomic hybridization (CGH). In a single case, long-range polymerase chain reaction (PCR) was employed for careful detection of the breakpoint region, while the RepeatMasker program was used to identify Alu sequences at the junction point. RESULTS A 137.8 kb deletion, involving the first six exons of BRCA1 and the full NBR2, BRCA1P1, NBR1, and TMEM106a genes, was detected in an Italian woman diagnosed with high-grade serous ovarian carcinoma. A second rearrangement, involving the deletion of BRCA1 11-14 exons, was detected in a breast cancer patient and was fully characterized and reported according to recommended Human Genome Variation Society (HGVS) nomenclature: NG_005905.2: g.125038_143266del; NM_007294.3: c.2817_4716del; NP_009225: p.Lys862Metfs? CONCLUSION Although it was not possible to perform a familial segregation analysis and more direct evidence of the relationship between genotype and phenotype is necessary, both of the novel reported rearrangements cause the loss of crucial functional domains of the BRCA1 protein and this event supports their pathogenicity.
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Affiliation(s)
- Roberta Rizza
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.,Università Cattolica del Sacro Cuore, Rome, Italy
| | - Karl Hackmann
- Institut fuer Klinische Genetik, Medizinische Fakultaet Carl Gustav Carus, Technische Universitaet Dresden, Fetscherstr. 74, 01307, Dresden, Germany.,German Cancer Consortium (DKTK), Dresden, Germany
| | - Ida Paris
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Angelo Minucci
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Rossella De Leo
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.,Università Cattolica del Sacro Cuore, Rome, Italy
| | - Evelin Schrock
- Institut fuer Klinische Genetik, Medizinische Fakultaet Carl Gustav Carus, Technische Universitaet Dresden, Fetscherstr. 74, 01307, Dresden, Germany.,German Cancer Consortium (DKTK), Dresden, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany.,National Center for Tumor Diseases (NCT), Dresden, Germany
| | - Andrea Urbani
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.,Università Cattolica del Sacro Cuore, Rome, Italy
| | - Ettore Capoluongo
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.,Università Cattolica del Sacro Cuore, Rome, Italy
| | - Gianfranco Gelli
- Poliambulatorio Sant'Anna, ASL Roma 1, Via Garigliano 55, 00198, Rome, Italy
| | - Paola Concolino
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.
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43
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Mahamdallie S, Ruark E, Holt E, Poyastro-Pearson E, Renwick A, Strydom A, Seal S, Rahman N. The ICR639 CPG NGS validation series: A resource to assess analytical sensitivity of cancer predisposition gene testing. Wellcome Open Res 2018; 3:68. [PMID: 30175241 PMCID: PMC6081973 DOI: 10.12688/wellcomeopenres.14594.1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/06/2018] [Indexed: 11/20/2022] Open
Abstract
The analytical sensitivity of a next generation sequencing (NGS) test reflects the ability of the test to detect real sequence variation. The evaluation of analytical sensitivity relies on the availability of gold-standard, validated, benchmarking datasets. For NGS analysis the availability of suitable datasets has been limited. Most laboratories undertake small scale evaluations using in-house data, and/or rely on in silico generated datasets to evaluate the performance of NGS variant detection pipelines. Cancer predisposition genes (CPGs), such as BRCA1 and BRCA2, are amongst the most widely tested genes in clinical practice today. Hundreds of providers across the world are now offering CPG testing using NGS methods. Validating and comparing the analytical sensitivity of CPG tests has proved difficult, due to the absence of comprehensive, orthogonally validated, benchmarking datasets of CPG pathogenic variants. To address this we present the ICR639 CPG NGS validation series. This dataset comprises data from 639 individuals. Each individual has sequencing data generated using the TruSight Cancer Panel (TSCP), a targeted NGS assay for the analysis of CPGs, together with orthogonally generated data showing the presence of at least one CPG pathogenic variant per individual. The set consists of 645 pathogenic variants in total. There is strong representation of the most challenging types of variants to detect, with 339 indels, including 16 complex indels and 24 with length greater than five base pairs and 74 exon copy number variations (CNVs) including 23 single exon CNVs. The series includes pathogenic variants in 31 CPGs, including 502 pathogenic variants in BRCA1 or BRCA2, making this an important comprehensive validation dataset for providers of BRCA1 and BRCA2 NGS testing. We have deposited the TSCP FASTQ files of the ICR639 series in the European Genome-phenome Archive (EGA) under accession number EGAD00001004134.
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Affiliation(s)
- Shazia Mahamdallie
- Division of Genetics & Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK.,TGLclinical, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Elise Ruark
- Division of Genetics & Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK.,TGLclinical, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Esty Holt
- Division of Genetics & Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Emma Poyastro-Pearson
- Division of Genetics & Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK.,TGLclinical, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Anthony Renwick
- Division of Genetics & Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Ann Strydom
- Division of Genetics & Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK.,TGLclinical, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Sheila Seal
- Division of Genetics & Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK.,TGLclinical, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Nazneen Rahman
- Division of Genetics & Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK.,TGLclinical, The Institute of Cancer Research, London, SM2 5NG, UK.,Cancer Genetics Unit, Royal Marsden NHS Foundation Trust, London, SM2 5PT, UK
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