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Chu DT, Vu Ngoc Suong M, Vu Thi H, Vu TD, Nguyen MH, Singh V. The expression and mutation of BRCA1/2 genes in ovarian cancer: a global systematic study. Expert Rev Mol Diagn 2023; 23:53-61. [PMID: 36634123 DOI: 10.1080/14737159.2023.2168190] [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: 01/13/2023]
Abstract
INTRODUCTION This systematic review was designed to summarize the findings on expression and mutation of BRCA1/2 genes in ovarian cancer (OC) patients, focusing on mutation detection technology and taking clinical decisions for better treatment. AREAS COVERED We conducted a systematic review by following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses document selection guidelines for the document selection process and the PICOT standard for developing the keywords to search for. A total of 5729 publications were included, and 50 articles were put into the final screening. The results showed that Next-Generation Sequencing was a breakthrough technology in detecting Breast Cancer 1/2 (BRCA1/2) gene mutations because of its efficacy and affordability. Other technologies are also being applied now for mutation detection. The most prominent associations of BRCA1/2 gene mutations were age, heredity, and family history. Furthermore, mutations of BRCA1/2 could improve survival rate and overall survival. There is no sufficient study available to conclude a systematic analysis for the expression of BRCA1/2 gene in OC. EXPERT OPINION Research will continue to develop more diagnostic techniques based on the expression and mutation of BCRA1/2 genes for OC in the near future.
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Affiliation(s)
- Dinh-Toi Chu
- Center for Biomedicine and Community Health, International School, Vietnam National University, Hanoi, Vietnam.,Faculty of Applied Sciences, International School, Vietnam National University, Hanoi, Vietnam
| | - Mai Vu Ngoc Suong
- Center for Biomedicine and Community Health, International School, Vietnam National University, Hanoi, Vietnam
| | - Hue Vu Thi
- Center for Biomedicine and Community Health, International School, Vietnam National University, Hanoi, Vietnam.,Faculty of Applied Sciences, International School, Vietnam National University, Hanoi, Vietnam
| | - Thuy-Duong Vu
- Center for Biomedicine and Community Health, International School, Vietnam National University, Hanoi, Vietnam
| | - Manh-Hung Nguyen
- Center for Biomedicine and Community Health, International School, Vietnam National University, Hanoi, Vietnam
| | - Vijai Singh
- Department of Biosciences, School of Science, Indrashil University, Mehsana, India
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Nero C, Ciccarone F, Boldrini L, Lenkowicz J, Paris I, Capoluongo ED, Testa AC, Fagotti A, Valentini V, Scambia G. Germline BRCA 1-2 status prediction through ovarian ultrasound images radiogenomics: a hypothesis generating study (PROBE study). Sci Rep 2020; 10:16511. [PMID: 33020566 PMCID: PMC7536234 DOI: 10.1038/s41598-020-73505-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 09/14/2020] [Indexed: 12/21/2022] Open
Abstract
Radiogenomics is a specific application of radiomics where imaging features are linked to genomic profiles. We aim to develop a radiogenomics model based on ovarian US images for predicting germline BRCA1/2 gene status in women with healthy ovaries. From January 2013 to December 2017 a total of 255 patients addressed to germline BRCA1/2 testing and pelvic US documenting normal ovaries, were retrospectively included. Feature selection for univariate analysis was carried out via correlation analysis. Multivariable analysis for classification of germline BRCA1/2 status was then carried out via logistic regression, support vector machine, ensemble of decision trees and automated machine learning pipelines. Data were split into a training (75%) and a testing (25%) set. The four strategies obtained a similar performance in terms of accuracy on the testing set (from 0.54 of logistic regression to 0.64 of the auto-machine learning pipeline). Data coming from one of the tested US machine showed generally higher performances, particularly with the auto-machine learning pipeline (testing set specificity 0.87, negative predictive value 0.73, accuracy value 0.72 and 0.79 on training set). The study shows that a radiogenomics model on machine learning techniques is feasible and potentially useful for predicting gBRCA1/2 status in women with healthy ovaries.
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Affiliation(s)
- Camilla Nero
- Dipartimento per le Scienze della salute della donna, del bambino e di sanità pubblica, Fondazione Policlinico Universitario A. Gemelli IRCCS, Gynecologic Oncology, Rome, Italy.
- Department of Obstetrics and Gynecology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of the Sacred Heart, L.go A. Gemelli 8, 00168, Rome, Italy.
| | - Francesca Ciccarone
- Dipartimento per le Scienze della salute della donna, del bambino e di sanità pubblica, Fondazione Policlinico Universitario A. Gemelli IRCCS, Gynecologic Oncology, Rome, Italy
| | - Luca Boldrini
- Dipartimento di Diagnostica per immagini, radioterapia oncologica ed ematologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Jacopo Lenkowicz
- Dipartimento di Diagnostica per immagini, radioterapia oncologica ed ematologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Ida Paris
- Dipartimento per le Scienze della salute della donna, del bambino e di sanità pubblica, Fondazione Policlinico Universitario A. Gemelli IRCCS, Gynecologic Oncology, Rome, Italy
| | - Ettore Domenico Capoluongo
- Department of Molecular Medicine and Medical Biotechnology, Federico II University-CEINGE, Advanced Biotechnology, Naples, Italy
| | - Antonia Carla Testa
- Dipartimento per le Scienze della salute della donna, del bambino e di sanità pubblica, Fondazione Policlinico Universitario A. Gemelli IRCCS, Gynecologic Oncology, Rome, Italy
| | - Anna Fagotti
- Dipartimento per le Scienze della salute della donna, del bambino e di sanità pubblica, Fondazione Policlinico Universitario A. Gemelli IRCCS, Gynecologic Oncology, Rome, Italy
| | - Vincenzo Valentini
- Dipartimento di Diagnostica per immagini, radioterapia oncologica ed ematologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Giovanni Scambia
- Dipartimento per le Scienze della salute della donna, del bambino e di sanità pubblica, Fondazione Policlinico Universitario A. Gemelli IRCCS, Gynecologic Oncology, Rome, Italy
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Pan T, Miao JS, Zhang HB, Yan P, Lee PS, Jiang XY, Ouyang JH, Deng YP, Zhang BW, Wu XB. Near-complete phylogeny of extant Crocodylia (Reptilia) using mitogenome-based data. Zool J Linn Soc 2020. [DOI: 10.1093/zoolinnean/zlaa074] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Abstract
Species of the order Crocodylia are mostly large, predatory and semi-aquatic reptiles. Crocodylia, the closest living relatives of birds, first appeared in the Late Cretaceous period. In the present study, the complete mitochondrial (mt) genomes of 19 Crocodylia species, including two species (Melanosuchus niger and Caiman yacare) that have not been previously sequenced for mitogenomes, were processed through Illumina sequencing to offer genetic resources and compare with the mitogenomes of Crocodylia species reported previously. In addition, a high-resolution phylogenetic tree of nearly all current recognized species of Crocodylia is constructed based on mitogenomic data. Phylogenetic analyses support monophyly of three families: Alligatoridae (four genera: Alligator, Caiman, Melanosuchus and Paleosuchus), Crocodylidae (three genera: Crocodylus, Mecistops and Osteolaemus) and Gavialidae (two genera: Gavialis and Tomistoma). The tree topology is generally similar to previous studies. Molecular dating suggests that the first split within Crocodylia date back to the Upper Cretaceous (approx. 86.75 Mya). The estimated time to the most recent common ancestor (TMRCA) of Alligatoridae is 53.33 Mya and that of Crocodylidae and Gavialidae is 50.13 Mya, which might be closely linked to climate changes during the Late Palaeocene and Early Eocene. Additionally, this study proves that the diversification rate within Crocodylia began to increase from the Late Eocene (about 36 Mya) and two diversification peak periods of Crocodylia (0–10 Mya and 10–20 Mya) are disclosed, which is roughly consistent with the estimated crocodylian species richness through time. Combining all these clues, we can suggest that climate fluctuation may have played a decisive role in the speciation of Crocodylia.
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Affiliation(s)
- Tao Pan
- Anhui Province Key Laboratory for Conservation and Exploitation of Biological Resource, College of Life Sciences, Anhui Normal University, Wuhu, Anhui, China
| | - Jia-Shun Miao
- National Center for Gene Research, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Hua-Bin Zhang
- Anhui Province Key Laboratory for Conservation and Exploitation of Biological Resource, College of Life Sciences, Anhui Normal University, Wuhu, Anhui, China
| | - Peng Yan
- Anhui Province Key Laboratory for Conservation and Exploitation of Biological Resource, College of Life Sciences, Anhui Normal University, Wuhu, Anhui, China
| | - Ping-Shin Lee
- Anhui Province Key Laboratory for Conservation and Exploitation of Biological Resource, College of Life Sciences, Anhui Normal University, Wuhu, Anhui, China
| | - Xin-Yue Jiang
- Anhui Province Key Laboratory for Conservation and Exploitation of Biological Resource, College of Life Sciences, Anhui Normal University, Wuhu, Anhui, China
| | - Jia-Hui Ouyang
- Anhui Province Key Laboratory for Conservation and Exploitation of Biological Resource, College of Life Sciences, Anhui Normal University, Wuhu, Anhui, China
| | - You-Peng Deng
- Anhui Province Key Laboratory for Conservation and Exploitation of Biological Resource, College of Life Sciences, Anhui Normal University, Wuhu, Anhui, China
| | - Bao-Wei Zhang
- School of Life Sciences, Anhui University, Hefei, Anhui, China
| | - Xiao-Bing Wu
- Anhui Province Key Laboratory for Conservation and Exploitation of Biological Resource, College of Life Sciences, Anhui Normal University, Wuhu, Anhui, China
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Vietri MT, Caliendo G, D'Elia G, Resse M, Casamassimi A, Minucci PB, Cioffi M, Molinari AM. BRCA and PALB2 mutations in a cohort of male breast cancer with one bilateral case. Eur J Med Genet 2020; 63:103883. [PMID: 32058061 DOI: 10.1016/j.ejmg.2020.103883] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 02/07/2020] [Accepted: 02/09/2020] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Male Breast Cancer (MBC) is a rare disease, about 1% of all breast cancers worldwide and less than 1% of cancers occurring in men. The bilateral male breast cancer (bMBC) is extremely rare. Germline mutations of BRCA1/BRCA2 genes are associated with a significantly increased risk of cancer in MBC; the role of PALB2 remains to be clarified. Our main goal was to provide contribution on characterization of BRCA1/BRCA2 and PALB2 mutations in MBC patients. METHODS We observed 28 MBC cases; one of them was a bMBC. Screening for BRCA1, BRCA2 and PALB2 genes was performed on all 28 MBC patients. Mutational analysis was extended to family members of mutated patients. RESULTS In our study, the MBC incidence was 5.2% and for bMBC was 3.6%. Mutation analysis showed pathogenic mutations in 11/28 (39.3%) patients; 2/28 (7.1%) displayed a mutation in BRCA1, 8/28 (28.6%) in BRCA2 and 1/28 (3.6%) in PALB2. Out of 11 mutated patients, one (9.1%) reported a double mutation in BRCA2. Personal history of other cancers was reported in 2/28 (7.1%) patients affected by bladder cancer. A first/second degree family history of breast/ovarian and other cancers occurred in 23/28 (82.1%) patients. CONCLUSION Our findings indicate BRCA2 as the main MBC susceptibility gene and describe an increased risk of bMBC and bladder cancer in mutated patients. The identification of mutations in MBC susceptibility genes supports the usage of oncology prevention programs in affected patients and their relatives carrying the mutation.
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Affiliation(s)
- Maria Teresa Vietri
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy; U.O.C. Clinical and Molecular Pathology, A.O.U. University of Campania "Luigi Vanvitelli", 80138, Naples, Italy.
| | - Gemma Caliendo
- U.O.C. Clinical and Molecular Pathology, A.O.U. University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | - Giovanna D'Elia
- U.O.C. Clinical and Molecular Pathology, A.O.U. University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | - Marianna Resse
- U.O.C. Clinical and Molecular Pathology, A.O.U. University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | - Amelia Casamassimi
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | | | - Michele Cioffi
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy; U.O.C. Clinical and Molecular Pathology, A.O.U. University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | - Anna Maria Molinari
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy; U.O.C. Clinical and Molecular Pathology, A.O.U. University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
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Muscarella LA, Fabrizio FP, De Bonis M, Mancini MT, Balsamo T, Graziano P, Centra F, Sparaneo A, Trombetta D, Bonfitto A, Scagliusi V, Larizza P, Capoluongo ED, Fazio VM. Automated Workflow for Somatic and Germline Next Generation Sequencing Analysis in Routine Clinical Cancer Diagnostics. Cancers (Basel) 2019; 11:cancers11111691. [PMID: 31671666 PMCID: PMC6896097 DOI: 10.3390/cancers11111691] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 09/27/2019] [Accepted: 10/25/2019] [Indexed: 12/22/2022] Open
Abstract
Thanks to personalized medicine trends and collaborations between industry, clinical research groups and regulatory agencies, next generation sequencing (NGS) is turning into a common practice faster than one could have originally expected. When considering clinical applications of NGS in oncology, a rapid workflow for DNA extraction from formalin-fixed paraffin-embedded (FFPE) tissue samples, as well as producing high quality library preparation, can be real challenges. Here we consider these targets and how applying effective automation technology to NGS workflows may help improve yield, timing and quality-control. We firstly evaluated DNA recovery from archived FFPE blocks from three different manual extraction methods and two automated extraction workstations. The workflow was then implemented to somatic (lung/colon panel) and germline (BRCA1/2) library preparation for NGS analysis exploiting two automated workstations. All commercial kits gave good results in terms of DNA yield and quality. On the other hand, the automated workstation workflow has been proven to be a valid automatic extraction system to obtain high quality DNA suitable for NGS analysis (lung/colon Ampli-seq panel). Moreover, it can be efficiently integrated with an open liquid handling platform to provide high-quality libraries from germline DNA with more reproducibility and high coverage for targeted sequences in less time (BRCA1/2). The introduction of automation in routine workflow leads to an improvement of NGS standardization and increased scale up of sample preparations, reducing labor and timing, with optimization of reagents and management.
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Affiliation(s)
- Lucia Anna Muscarella
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Federico Pio Fabrizio
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Maria De Bonis
- Department of Laboratory Medicine of the 'Agostino Gemelli' Foundation in Rome, 00168 Rome, Italy.
| | | | - Teresa Balsamo
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Paolo Graziano
- Unit of Pathology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Flavia Centra
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Angelo Sparaneo
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Domenico Trombetta
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | - Antonio Bonfitto
- Unit of Pathology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
| | | | | | - Ettore Domenico Capoluongo
- Department of Molecular Medicine and Medical Biotechnologies, University Federico II-CEINGE, 80145 Naples, Italy.
| | - Vito Michele Fazio
- Laboratory of Oncology, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, (FG), Italy.
- Department of Medicine, R.U. in Molecular Medicine and Biotechnology, University Campus Bio-Medico of Rome, Rome, Italy.
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Xi W, Gao Y, Cheng Z, Chen C, Han M, Yang P, Xiong G, Ning K. Using QC-Blind for Quality Control and Contamination Screening of Bacteria DNA Sequencing Data Without Reference Genome. Front Microbiol 2019; 10:1560. [PMID: 31354662 PMCID: PMC6637319 DOI: 10.3389/fmicb.2019.01560] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Accepted: 06/21/2019] [Indexed: 11/13/2022] Open
Abstract
Quality control for next generation sequencing (NGS) has become increasingly important with the ever increasing importance of sequencing data for omics studies. Tools have been developed for filtering possible contaminants from species with known reference genome. Unfortunately, reference genomes for all the species involved, including the contaminants, are required for these tools to work. This precludes many real-life samples that have no information about the complete genome of the target species, and are contaminated with unknown microbial species. In this work we proposed QC-Blind, a novel quality control pipeline for removing contaminants without any use of reference genomes. The pipeline merely requires the information about a few marker genes of the target species. The entire pipeline consists of unsupervised read assembly, contig binning, read clustering, and marker gene assignment. When evaluated on in silico, ab initio and in vivo datasets, QC-Blind proved effective in removing unknown contaminants with high specificity and accuracy, while preserving most of the genomic information of the target bacterial species. Therefore, QC-Blind could serve well in situations where limited information is available for both target and contamination species.
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Affiliation(s)
- Wang Xi
- Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular Imaging, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China
| | - Yan Gao
- Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular Imaging, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China
| | - Zhangyu Cheng
- Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular Imaging, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China
| | - Chaoyun Chen
- Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular Imaging, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China
| | - Maozhen Han
- Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular Imaging, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China
| | - Pengshuo Yang
- Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular Imaging, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China
| | - Guangzhou Xiong
- Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular Imaging, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China
| | - Kang Ning
- Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular Imaging, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China
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Marchetti C, De Leo R, Musella A, D’Indinosante M, Capoluongo E, Minucci A, Benedetti Panici P, Scambia G, Fagotti A. BRCA Mutation Status to Personalize Management of Recurrent Ovarian Cancer: A Multicenter Study. Ann Surg Oncol 2018; 25:3701-3708. [DOI: 10.1245/s10434-018-6700-6] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2018] [Indexed: 12/20/2022]
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Identification and Characterization of a New BRCA2 Rearrangement in an Italian Family with Hereditary Breast and Ovarian Cancer Syndrome. Mol Diagn Ther 2018. [PMID: 28620890 DOI: 10.1007/s40291-017-0288-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
INTRODUCTION Many studies document the involvement of BRCA1/2 gene rearrangements in genetic predisposition to breast and ovarian cancer. Large genomic rearrangements (LGRs) of BRCA1 account for 0-27% of all disease-causing mutations in various populations, while LGRs in BRCA2 are rarer. Here, we describe a novel BRCA2 LGR, involving the duplication of exons 4-26, in an Italian family with hereditary breast and ovarian cancer (HBOC) syndrome. OBJECTIVE Our purpose was to provide an effective characterization of this variant using a combination of different methods able to establish the exact breakpoints of the duplication. METHODS A multiplex amplicon quantification (MAQ) assay was used as the primary screening method in the detection of LGRs. Array comparative genomic hybridization (CGH), reverse transcriptase polymerase chain reaction (RT-PCR) and long-range PCR were used for the careful characterization of the rearrangement and breakpoint regions. The Repeat Masker program was employed to identify Alu sequences at breakpoint junctions. RESULTS Array CGH and long-range PCR strategies revealed that the BRCA2 exons 4-26 duplication (g.12016_87170dup) involved exactly 75,154 bp nucleotides between intron 3 and intron 26 of the gene. Given that no Alu repeats were found at the junction sites, we support the hypothesis that the new duplication could be the result of a microhomology-mediated event (MH) involving very short homologous sequences at an upstream breakpoint. DISCUSSION LGR investigation is mandatory in BRCA1/2 routine testing in order to provide a complete result for a targeted therapeutic decision. Nevertheless, the characterization and classification of novel BRCA1/2 variants represents a crucial step in the support of genetic counselling. Our results, including a comprehensive co-segregation analysis, indicate that the novel duplication identifed has a pathogenic role and would be considered a causing-disease variant in genetic and oncologic counselling.
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BRCA mutational status, initial disease presentation, and clinical outcome in high-grade serous advanced ovarian cancer: a multicenter study. Am J Obstet Gynecol 2017; 217:334.e1-334.e9. [PMID: 28549976 DOI: 10.1016/j.ajog.2017.05.036] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2017] [Revised: 05/08/2017] [Accepted: 05/16/2017] [Indexed: 11/20/2022]
Abstract
BACKGROUND In the last decades, there have been several efforts to clarify the role of BRCA mutational status in women with advanced ovarian cancer, demonstrating its role in cancer development, as well as the prognostic significance of BRCA genotype. OBJECTIVE Our aim is to evaluate the correlation between BRCA mutational status and disease presentation in a large series of advanced high-grade serous ovarian cancer patients. STUDY DESIGN This is a retrospective multicenter study including a consecutive series of newly diagnosed high-grade serous ovarian cancer patients with International Federation of Gynecology and Obstetrics stage IIIC-IV disease, at least 18 months of follow-up time, and tested for BRCA 1/2 germline mutation status. Disease presentation was analyzed using the following variables: laparoscopic predictive index value, incidence of bulky lymph nodes, and ovarian masses. Progression-free survival was defined as the months elapsed from initial diagnosis (staging laparoscopy) and recurrent disease or last follow-up. RESULTS In all, 324 high-grade serous ovarian cancer patients received BRCA testing, and 273 fulfilled inclusion criteria. BRCA1/2 germline mutations were observed in 107 women (39.2%). No differences were documented according to BRCA mutation status in terms of International Federation of Gynecology and Obstetrics stage, CA125 levels, or presence of ascites. In patients with BRCA1/2 mutations we observed a higher incidence of peritoneal spread without ovarian mass (25.2% vs 13.9%; P value = .018) and of bulky lymph nodes (30.8% vs 17.5%; P value = .010) compared with women showing BRCA1/2 wild type genotype. Furthermore, women with BRCA1/2 mutations showed high peritoneal tumor load (laparoscopic predictive index value ≥8; 42.1% vs 27.1%; P value = .016) more frequently. Focusing on survival, no differences in term of median progression-free survival were observed among women treated with primary debulking surgery and neoadjuvant chemotherapy in the group of patients with BRCA1/2 mutations (P value = .268). On the other hand, in women showing BRCA wild type genotype, median progression-free survival after primary debulking surgery was 8 months longer compared with patients treated with neoadjuvant chemotherapy approach (26 vs 18 months; P value = .003). CONCLUSION Women with BRCA1/2 mutations show at diagnosis higher peritoneal tumor load and increased frequency of bulky lymph nodes compared to patients without germline BRCA mutations. Primary debulking surgery seems to ensure a longer progression-free survival in women with BRCA wild type genotype compared to neoadjuvant chemotherapy. BRCA testing might be a reliable tool to personalize treatment in patients with high-grade serous ovarian cancer, thus giving novel points of discussion to the ongoing debate regarding the best initial treatment approach.
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Kringel D, Sisignano M, Zinn S, Lötsch J. Next-generation sequencing of the human TRPV1 gene and the regulating co-players LTB4R and LTB4R2 based on a custom AmpliSeq™ panel. PLoS One 2017; 12:e0180116. [PMID: 28658281 PMCID: PMC5489211 DOI: 10.1371/journal.pone.0180116] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2017] [Accepted: 06/11/2017] [Indexed: 01/08/2023] Open
Abstract
Background Transient receptor potential cation channel subfamily V member 1 (TRPV1) are sensitive to heat, capsaicin, pungent chemicals and other noxious stimuli. They play important roles in the pain pathway where in concert with proinflammatory factors such as leukotrienes they mediate sensitization and hyperalgesia. TRPV1 is the target of several novel analgesics drugs under development and therefore, TRPV1 genetic variants might represent promising candidates for pharmacogenetic modulators of drug effects. Methods A next-generation sequencing (NGS) panel was created for the human TRPV1 gene and in addition, for the leukotriene receptors BLT1 and BLT2 recently described to modulate TRPV1 mediated sensitisation processes rendering the coding genes LTB4R and LTB4R2 important co-players in pharmacogenetic approaches involving TRPV1. The NGS workflow was based on a custom AmpliSeq™ panel and designed for sequencing of human genes on an Ion PGM™ Sequencer. A cohort of 80 healthy subjects of Western European descent was screened to evaluate and validate the detection of exomic sequences of the coding genes with 25 base pair exon padding. Results The amplicons covered approximately 97% of the target sequence. A median of 2.81 x 106 reads per run was obtained. This identified approximately 140 chromosome loci where nucleotides deviated from the reference sequence GRCh37 hg19 comprising the three genes TRPV1, LTB4R and LTB4R2. Correspondence between NGS and Sanger derived nucleotide sequences was 100%. Conclusions Results suggested that the NGS approach based on AmpliSeq™ libraries and Ion Personal Genome Machine (PGM) sequencing is a highly efficient mutation detection method. It is suitable for large-scale sequencing of TRPV1 and functionally related genes. The method adds a large amount of genetic information as a basis for complete analysis of TRPV1 ion channel genetics and its functional consequences.
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Affiliation(s)
- Dario Kringel
- Institute of Clinical Pharmacology, Goethe - University, Frankfurt am Main, Germany
| | - Marco Sisignano
- Institute of Clinical Pharmacology, Goethe - University, Frankfurt am Main, Germany
| | - Sebastian Zinn
- Institute of Clinical Pharmacology, Goethe - University, Frankfurt am Main, Germany
| | - Jörn Lötsch
- Institute of Clinical Pharmacology, Goethe - University, Frankfurt am Main, Germany
- Fraunhofer Institute of Molecular Biology and Applied Ecology - Project Group Translational Medicine and Pharmacology (IME-TMP), Frankfurt am Main, Germany
- * E-mail:
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11
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Concolino P, Rizza R, Hackmann K, Paris I, Minucci A, De Paolis E, Scambia G, Zuppi C, Schrock E, Capoluongo E. Characterization of a new BRCA1 rearrangement in an Italian woman with hereditary breast and ovarian cancer syndrome. Breast Cancer Res Treat 2017; 164:497-503. [PMID: 28488140 DOI: 10.1007/s10549-017-4275-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Accepted: 05/03/2017] [Indexed: 11/24/2022]
Abstract
BACKGROUND We report a novel BRCA1 LGR, involving the complete duplication of exon 3, in an Italian patient with a strong family history of breast and ovarian cancer. Our purpose is to provide an effective characterization of this LGR using a combination of different methods able to establish the exact breakpoints of the duplication. METHODS MAQ assay was used as primary screening method in LGRs detection. Array CGH, RT-PCR, and Long-PCR were used for a careful characterization of rearrangement and breakpoint regions. The Repeat Masker program was employed to identify Alu sequences at breakpoint junctions. RESULTS RNA analysis showed that this in tandem duplication of exon 3 causes an in frame insertion of 18 amino acids within the protein. Array CGH and Long-PCR strategies revealed that the duplication (g.100411_102863dup) involves exactly 2.452 nucleotides between intron 2 and intron 3 of the gene. In addition, while an Alu Sx sequence was identified at upstream breakpoint, no Alu repeats were found at downstream junction. This supports the hypothesis that the new duplication was the result of a non-homologous recombination event between Alu and Non-Alu sequences. CONCLUSION Our strategy, which combines a comprehensive set of methodologies, has been able to characterize the new BRCA1 duplication confirming, as previously reported, that MAQ assay represents a reliable and effective method for a primary screening of BRCA rearrangements. We underline the relevance of incorporating quantitative methods for BRCA genes dosage testing into routine diagnostic practice.
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Affiliation(s)
- Paola Concolino
- Laboratory of Molecular Biology, Institute of Biochemistry and Clinical Biochemistry, Catholic University of Sacred Heart, Largo A. Gemelli 8, 00168, Rome, Italy.
| | - Roberta Rizza
- Laboratory of Molecular Biology, Institute of Biochemistry and Clinical Biochemistry, Catholic University of Sacred Heart, Largo A. Gemelli 8, 00168, 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.,German Cancer Research Center (DKFZ), Heidelberg, Germany.,National Center for Tumor Diseases (NCT), Dresden, Germany
| | - Ida Paris
- Department of Obstetrics and Gynecology, Catholic University, Rome, Italy
| | - Angelo Minucci
- Laboratory of Molecular Biology, Institute of Biochemistry and Clinical Biochemistry, Catholic University of Sacred Heart, Largo A. Gemelli 8, 00168, Rome, Italy
| | - Elisa De Paolis
- Laboratory of Molecular Biology, Institute of Biochemistry and Clinical Biochemistry, Catholic University of Sacred Heart, Largo A. Gemelli 8, 00168, Rome, Italy
| | - Giovanni Scambia
- Department of Obstetrics and Gynecology, Catholic University, Rome, Italy
| | - Cecilia Zuppi
- Laboratory of Molecular Biology, Institute of Biochemistry and Clinical Biochemistry, Catholic University of Sacred Heart, Largo A. Gemelli 8, 00168, 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
| | - Ettore Capoluongo
- Laboratory of Molecular Biology, Institute of Biochemistry and Clinical Biochemistry, Catholic University of Sacred Heart, Largo A. Gemelli 8, 00168, Rome, Italy
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12
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Badoer C, Garrec C, Goossens D, Ellison G, Mills J, Dzial M, Housni HE, Berwouts S, Concolino P, Guevellou VGL, Delnatte C, Favero JD, Capoluongo E, Bézieau S. Performance of multiplicom's BRCA MASTR Dx kit on the detection of BRCA1 and BRCA2 mutations in fresh frozen ovarian and breast tumor samples. Oncotarget 2016; 7:81357-81366. [PMID: 27793035 PMCID: PMC5348397 DOI: 10.18632/oncotarget.12877] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2016] [Accepted: 09/08/2016] [Indexed: 12/25/2022] Open
Abstract
Next-generation sequencing (NGS) has enabled new approaches for detection of mutations in the BRCA1 and BRCA2 genes responsible for hereditary breast and ovarian cancer (HBOC). The search for germline mutations in the BRCA1 and BRCA2 genes is of importance with respect to oncogenetic and surgical (bilateral mastectomy, ovariectomy) counselling. Testing tumor material for BRCA mutations is of increasing importance for therapeutic decision making as the poly ADP ribose polymerase (PARP) inhibitor, olaparib, is now available to treat patients with specific forms of ovarian cancer and BRCA mutations. Molecular genetics laboratories should develop reliable and sensitive techniques for the complete analysis of the BRCA1 and BRCA2 genes. This is a challenge due to the size of the coding sequence of the BRCA1/2 genes, the absence of hot spot mutations, and particularly by the lower DNA quality obtained from Formalin-Fixed Paraffin-Embedded (FFPE) tissue. As a result, a number of analyses are uninterpretable and do not always provide a result to the clinician, limiting the optimal therapeutic management of patients. The availability of Fresh Frozen Tissue (FFT) for some laboratories and the excellent quality of the DNA extracted from it offers an alternative. For this reason, we evaluated Multiplicom's BRCA MASTR Dx assay on a set of 97 FFT derived DNA samples, in combination with the MID for Illumina MiSeq for BRCA1 and BRCA2 mutation detection. We obtained interpretable NGS results for all tested samples and showed > 99,7% sensitivity, specificity and accuracy.
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Affiliation(s)
- Cindy Badoer
- Laboratoire de Génétique Moléculaire, Clinique Universitaire de Bruxelles-Hôpital Erasme-Université Libre de Bruxelles (CUB-Erasme-ULB), Brussels, Belgium
| | - Céline Garrec
- Institut de Biologie, Laboratoire de Génétique Moléculaire, Service de Génétique Médicale, CHU Nantes, Nantes, France
| | | | - Gillian Ellison
- AstraZeneca, Personalised Healthcare and Biomarkers, Alderley Park, Macclesfield, UK
| | - John Mills
- AstraZeneca, Personalised Healthcare and Biomarkers, Alderley Park, Macclesfield, UK
| | - Mélina Dzial
- Laboratoire de Génétique Moléculaire, Clinique Universitaire de Bruxelles-Hôpital Erasme-Université Libre de Bruxelles (CUB-Erasme-ULB), Brussels, Belgium
| | - Hakim El Housni
- Laboratoire de Génétique Moléculaire, Clinique Universitaire de Bruxelles-Hôpital Erasme-Université Libre de Bruxelles (CUB-Erasme-ULB), Brussels, Belgium
| | | | - Paola Concolino
- Laboratory of Clinical Molecular and Personalized Diagnostics, Foundation Policlinico Gemelli and Catholic University of Rome, Italy
| | - Virginie Guibert-Le Guevellou
- Institut de Biologie, Laboratoire de Génétique Moléculaire, Service de Génétique Médicale, CHU Nantes, Nantes, France
| | - Capucine Delnatte
- Institut de Biologie, Laboratoire de Génétique Moléculaire, Service de Génétique Médicale, CHU Nantes, Nantes, France
| | | | - Ettore Capoluongo
- Laboratory of Clinical Molecular and Personalized Diagnostics, Foundation Policlinico Gemelli and Catholic University of Rome, Italy
- Molipharma and Giovanni Paolo II Foundation, Campobasso, Italy
| | - Stéphane Bézieau
- Institut de Biologie, Laboratoire de Génétique Moléculaire, Service de Génétique Médicale, CHU Nantes, Nantes, France
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13
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Kringel D, Lötsch J. Next-generation sequencing of human opioid receptor genes based on a custom AmpliSeq™ library and ion torrent personal genome machine. Clin Chim Acta 2016; 463:32-38. [PMID: 27725223 PMCID: PMC5352731 DOI: 10.1016/j.cca.2016.10.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Revised: 09/12/2016] [Accepted: 10/07/2016] [Indexed: 12/21/2022]
Abstract
BACKGROUND The opioid system is involved in the control of pain, reward, addictive behaviors and vegetative effects. Opioids exert their pharmacological actions through the agonistic binding at opioid receptors and variation in the coding genes has been found to modulate opioid receptor expression or signaling. However, a limited selection of functional opioid receptor variants is perceived as insufficient in providing a genetic diagnosis of clinical phenotypes and therefore, unrestricted access to opioid receptor genetics is required. METHODS Next-generation sequencing (NGS) workflow was based on a custom AmpliSeq™ panel and designed for sequencing of human genes related to the opioid receptor group (OPRM1, OPRD1, OPRK1, SIGMA1, OPRL1) on an Ion PGM™ Sequencer. A cohort of 79 previously studied chronic pain patients was screened to evaluate and validate the detection of exomic sequences of the coding genes with 25 base pair exon padding. In-silico analysis was performed using SNP and Variation Suite® software. RESULTS The amplicons covered approximately 90% of the target sequence. A median of 2.54×106 reads per run was obtained generating a total of 35,447 nucleotide reads from each DNA sample. This identified approximately 100 chromosome loci where nucleotides deviated from the reference sequence GRCh37 hg19, including functional variants such as the OPRM1 rs1799971 SNP (118 A>G) as the most scientifically regarded variant or rs563649 SNP coding for μ-opioid receptor splice variants. Correspondence between NGS and Sanger derived nucleotide sequences was 100%. CONCLUSION Results suggested that the NGS approach based on AmpliSeq™ libraries and Ion PGM sequencing is a highly efficient mutation detection method. It is suitable for large-scale sequencing of opioid receptor genes. The method includes the variants studied so far for functional associations and adds a large amount of genetic information as a basis for complete analysis of human opioid receptor genetics and its functional consequences.
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Affiliation(s)
- Dario Kringel
- Institute of Clinical Pharmacology, Goethe - University, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany
| | - Jörn Lötsch
- Institute of Clinical Pharmacology, Goethe - University, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany; Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Project Group Translational Medicine and Pharmacology TMP, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany.
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14
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Lorusso D, Scambia G, Pignata S, Sorio R, Amadio G, Lepori S, Mosconi A, Pisano C, Mangili G, Maltese G, Sabbatini R, Artioli G, Gamucci T, Di Napoli M, Capoluongo E, Ludovini V, Raspagliesi F, Ferrandina G. Prospective phase II trial of trabectedin in BRCA-mutated and/or BRCAness phenotype recurrent ovarian cancer patients: the MITO 15 trial. Ann Oncol 2015; 27:487-93. [PMID: 26681678 DOI: 10.1093/annonc/mdv608] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2015] [Accepted: 12/09/2015] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Current evidence suggest that trabectedin is particularly effective in cells lacking functional homologous recombination repair mechanisms. A prospective phase II trial was designed to evaluate the activity of trabectedin in the treatment of recurrent ovarian cancer patients presenting BRCA mutation and/or BRCAness phenotype. PATIENTS AND METHODS A total of 100 patients with recurrent BRCA-mutated ovarian cancer and/or BRCAness phenotype (≥2 previous responses to platinum) were treated with trabectedin 1.3 mg/mq i.v. q 3 weeks. The activity of the drug with respect to BRCA mutational status and to a series of polymorphisms [single-nucleotide polymorphisms (SNPs)] involved in DNA gene repair was analyzed. RESULTS Ninety-four were evaluable for response; in the whole population, 4 complete and 33 partial responses were registered for an overall response rate (ORR) of 39.4. In the platinum-resistant (PR) and -sensitive (PS) population, an ORR of 31.2% and 47.8%, and an overall clinical benefit of 54.2% and 73.9%, respectively, were registered. In the whole series, the median progression-free survival (PFS) was 18 weeks and the median overall survival (OS) was 72 weeks; PS patients showed a more favorable PFS and OS compared with PR patients. BRCA gene mutational status was available in 69 patients. There was no difference in ORR, PFS and OS according to BRCA 1-2 status nor any association between SNPs of genes involved in DNA repair and NER machinery and response to trabectedin was reported. CONCLUSIONS Our data prospectively confirmed that the signature of 'repeated platinum sensitivity' identifies patients highly responsive to trabectedin. In this setting, the activity of trabectedin seems comparable to what could be obtained using platinum compounds and the drug may represent a valuable alternative option in patients who present contraindication to receive platinum. EUDRACT NUMBER 2011-001298-17.
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Affiliation(s)
- D Lorusso
- Gynecologic Oncology Unit, Fondazione IRCCS National Cancer Institute, Milan
| | - G Scambia
- Department of Obstetrics and Gynecology, Catholic University of Rome
| | - S Pignata
- Department of Gynecologic and Urologic Oncology, Fondazione Pascale, National Cancer Institute of Naples
| | - R Sorio
- Department of Oncology, CRO Aviano, Aviano
| | - G Amadio
- Department of Obstetrics and Gynecology, Catholic University of Rome
| | - S Lepori
- Gynecologic Oncology Unit, Fondazione IRCCS National Cancer Institute, Milan
| | - A Mosconi
- Medical Oncology Unit, University Hospital S. Maria della Misericordia, Perugia
| | - C Pisano
- Department of Gynecologic and Urologic Oncology, Fondazione Pascale, National Cancer Institute of Naples
| | - G Mangili
- Department of Obstetrics and Gynecology, San Raffaele Hospital, Milan
| | - G Maltese
- Gynecologic Oncology Unit, Fondazione IRCCS National Cancer Institute, Milan
| | - R Sabbatini
- Department of Oncology Haematology and Respiratory Disease, AOU Policlinico di Modena, Modena
| | - G Artioli
- Medical Oncology Unit, Hospital of Mirano, Mirano
| | - T Gamucci
- Medical Oncology Unit, Hospital 'SS. Trinità', Sora
| | - M Di Napoli
- Department of Gynecologic and Urologic Oncology, Fondazione Pascale, National Cancer Institute of Naples
| | - E Capoluongo
- Department of Molecular Biology, Catholic University of Rome
| | - V Ludovini
- Molecular Biology Unit, University Hospital S. Maria della Misericordia, Perugia, Italy
| | - F Raspagliesi
- Gynecologic Oncology Unit, Fondazione IRCCS National Cancer Institute, Milan
| | - G Ferrandina
- Department of Obstetrics and Gynecology, Catholic University of Rome
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15
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Cracking the Code of Human Diseases Using Next-Generation Sequencing: Applications, Challenges, and Perspectives. BIOMED RESEARCH INTERNATIONAL 2015; 2015:161648. [PMID: 26665001 PMCID: PMC4668301 DOI: 10.1155/2015/161648] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/06/2015] [Revised: 09/30/2015] [Accepted: 10/18/2015] [Indexed: 02/07/2023]
Abstract
Next-generation sequencing (NGS) technologies have greatly impacted on every field of molecular research mainly because they reduce costs and increase throughput of DNA sequencing. These features, together with the technology's flexibility, have opened the way to a variety of applications including the study of the molecular basis of human diseases. Several analytical approaches have been developed to selectively enrich regions of interest from the whole genome in order to identify germinal and/or somatic sequence variants and to study DNA methylation. These approaches are now widely used in research, and they are already being used in routine molecular diagnostics. However, some issues are still controversial, namely, standardization of methods, data analysis and storage, and ethical aspects. Besides providing an overview of the NGS-based approaches most frequently used to study the molecular basis of human diseases at DNA level, we discuss the principal challenges and applications of NGS in the field of human genomics.
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Minucci A, Scambia G, Santonocito C, Concolino P, Canu G, Mignone F, Saggese I, Guarino D, Costella A, Molinario R, De Bonis M, Ferrandina G, Petrillo M, Scaglione GL, Capoluongo E. Clinical impact on ovarian cancer patients of massive parallel sequencing forBRCAmutation detection: the experience at Gemelli hospital and a literature review. Expert Rev Mol Diagn 2015; 15:1383-403. [DOI: 10.1586/14737159.2015.1081059] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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