1
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Mackinnon AC, Chandrashekar DS, Suster DI. Molecular pathology as basis for timely cancer diagnosis and therapy. Virchows Arch 2024; 484:155-168. [PMID: 38012424 DOI: 10.1007/s00428-023-03707-2] [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: 08/21/2023] [Revised: 10/16/2023] [Accepted: 11/08/2023] [Indexed: 11/29/2023]
Abstract
Precision and personalized therapeutics have witnessed significant advancements in technology, revolutionizing the capabilities of laboratories to generate vast amounts of genetic data. Coupled with computational resources for analysis and interpretation, and integrated with various other types of data, including genomic data, electronic medical health (EMH) data, and clinical knowledge, these advancements support optimized health decisions. Among these technologies, next-generation sequencing (NGS) stands out as a transformative tool in the field of cancer treatment, playing a crucial role in precision oncology. NGS-based workflows are employed across a range of applications, including gene panels, exome sequencing, and whole-genome sequencing, supporting comprehensive analysis of the entire cancer genome, including mutations, copy number variations, gene expression profiles, and epigenetic modifications. By utilizing the power of NGS, these workflows contribute to enhancing our understanding of disease mechanisms, diagnosis confirmation, identifying therapeutic targets, and guiding personalized treatment decisions. This manuscript explores the diverse applications of NGS in cancer treatment, highlighting its significance in guiding diagnosis and treatment decisions, identifying therapeutic targets, monitoring disease progression, and improving patient outcomes.
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Affiliation(s)
- A Craig Mackinnon
- Department of Pathology, University of Alabama at Birmingham, 619 19Th Street South, Birmingham, AL, 35249, USA.
| | | | - David I Suster
- Department of Pathology, Rutgers University New Jersey Medical School, 150 Bergen Street, Newark, NJ, 07103, USA.
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2
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Currey M, Solomon I, McGraw S, Shen J, Munoz F, Sosa E, Puello-Lozano V, Wing S, Lopez L, Afkhami M, LoBello J, Szelinger S, Gray SW. Preparing for the unexpected: Recommendations for returning secondary findings in late-stage cancer care. Genet Med 2024; 26:100991. [PMID: 37791544 DOI: 10.1016/j.gim.2023.100991] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 09/25/2023] [Accepted: 09/27/2023] [Indexed: 10/05/2023] Open
Abstract
PURPOSE We conducted qualitative interviews with patients with cancer and providers to identify gaps in clinical care and highlight care delivery solutions for the return of secondary germline findings. METHODS Twelve patients and 19 cancer providers from the United States were interviewed between January 2019 and May 2021. Interviews elicited feedback about patient information needs, emotional responses to secondary findings, and recommendations for improving pre-test education. RESULTS Patients' responses ranged from gratitude to regret, depending on how much pre-test counseling they received before tumor testing. Providers cited insufficient clinic time as a major barrier to pretest education, favoring online support tools and standardized pre-test education models. Providers had differing perspectives on how pre-test education should be integrated into clinical workflows but agreed that it should include the differences between somatic and germline testing, the likelihood of medically actionable findings, and the possibility of being referred to a genetics provider. CONCLUSION The spectrum of participants' responses to their secondary findings underscores the importance of adequate pre-test discussions before somatic sequencing. Although educational interventions could address patients' information needs and augment traditional pre-test counseling, health care systems, labs, and genetic providers may be called on to play greater roles in pre-test education.
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Affiliation(s)
| | - Ilana Solomon
- Department of Population Sciences, City of Hope, Duarte, CA
| | | | - Jenny Shen
- Department of Psychology, The State University of New York at Stony Brook, Stony Brook, NY
| | | | | | | | - Sam Wing
- Intuitive Surgical, Health Economics and Outcomes Research, Sunnyvale, CA
| | - Lisa Lopez
- School of Nursing, University of Texas at Austin, Austin, TX
| | | | | | | | - Stacy W Gray
- Department Medical Oncology & Therapeutics Research, City of Hope, Duarte, CA.
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3
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Morgan RD, Burghel GJ, Schlecht H, Clamp AR, Hasan J, Mitchell CL, Salih Z, Shaw J, Desai S, Jayson GC, Woodward ER, Evans DGR. Real-World Concordance between Germline and Tumour BRCA1/2 Status in Epithelial Ovarian Cancer. Cancers (Basel) 2023; 16:177. [PMID: 38201604 PMCID: PMC10778166 DOI: 10.3390/cancers16010177] [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: 11/24/2023] [Revised: 12/22/2023] [Accepted: 12/26/2023] [Indexed: 01/12/2024] Open
Abstract
Patients diagnosed with epithelial ovarian cancer may undergo reflex tumour BRCA1/2 testing followed by germline BRCA1/2 testing in patients with a positive tumour test result. This testing model relies on tumour BRCA1/2 tests being able to detect all types of pathogenic variant. We analysed germline and tumour BRCA1/2 test results from patients treated for epithelial ovarian cancer at our specialist oncological referral centre. Tumour BRCA1/2 testing was performed using the next-generation sequencing (NGS)-based myChoice® companion diagnostic (CDx; Myriad Genetics, Inc.). Germline BRCA1/2 testing was performed in the North West Genomic Laboratory Hub using NGS and multiplex ligation-dependent probe amplification. Between 11 April 2021 and 11 October 2023, 382 patients were successfully tested for tumour BRCA1 and BRCA2 variants. Of these, 367 (96.1%) patients were tested for germline BRCA1/2 variants. In those patients who underwent tumour and germline testing, 15.3% (56/367) had a BRCA1/2 pathogenic variant (36 germline and 20 somatic). All germline BRCA1/2 pathogenic small sequencing variants were detected in tumour DNA. By contrast, 3 out of 8 germline BRCA1/2 pathogenic large rearrangements were not reported in tumour DNA. The overall concordance of germline BRCA1/2 pathogenic variants detected in germline and tumour DNA was clinically acceptable at 91.7% (33/36). The myChoice® CDx was able to detect most germline BRCA1/2 pathogenic variants in tumour DNA, although a proportion of pathogenic large rearrangements were not reported. If Myriad's myChoice® CDx is used for tumour BRCA1/2 testing, our data supports a testing strategy of germline and tumour BRCA1/2 testing in all patients diagnosed with epithelial ovarian cancer aged < 79 years old, with germline BRCA1/2 testing only necessary for patients aged ≥ 80 years old with a tumour BRCA1/2 pathogenic variant.
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Affiliation(s)
- Robert D. Morgan
- Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, School of Medical Sciences, University of Manchester, Manchester M13 9PL, UK
| | - George J. Burghel
- North West Genomic Laboratory Hub, Manchester University NHS Foundation Trust, Oxford Road, Manchester M13 9WL, UK
- Division of Evolution, Infection and Genomics, Faculty of Biology, Medicine and Health, School of Biological Sciences, University of Manchester, Manchester M13 9PL, UK
| | - Helene Schlecht
- North West Genomic Laboratory Hub, Manchester University NHS Foundation Trust, Oxford Road, Manchester M13 9WL, UK
| | - Andrew R. Clamp
- Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, School of Medical Sciences, University of Manchester, Manchester M13 9PL, UK
| | - Jurjees Hasan
- Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK
| | - Claire L. Mitchell
- Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK
| | - Zena Salih
- Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK
| | - Joseph Shaw
- Department of Gynaecological Pathology, Manchester University NHS Foundation Trust, Oxford Road, Manchester M13 9WL, UK
| | - Sudha Desai
- Department of Pathology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK
| | - Gordon C. Jayson
- Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, School of Medical Sciences, University of Manchester, Manchester M13 9PL, UK
| | - Emma R. Woodward
- North West Genomic Laboratory Hub, Manchester University NHS Foundation Trust, Oxford Road, Manchester M13 9WL, UK
- Division of Evolution, Infection and Genomics, Faculty of Biology, Medicine and Health, School of Biological Sciences, University of Manchester, Manchester M13 9PL, UK
- Department of Clinical Genetics, Manchester University NHS Foundation Trust, Oxford Road, Manchester M13 9WL, UK
| | - D. Gareth R. Evans
- North West Genomic Laboratory Hub, Manchester University NHS Foundation Trust, Oxford Road, Manchester M13 9WL, UK
- Division of Evolution, Infection and Genomics, Faculty of Biology, Medicine and Health, School of Biological Sciences, University of Manchester, Manchester M13 9PL, UK
- Department of Clinical Genetics, Manchester University NHS Foundation Trust, Oxford Road, Manchester M13 9WL, UK
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4
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Hallermayr A, Keßler T, Steinke-Lange V, Heitzer E, Holinski-Feder E, Speicher M. The utility of liquid biopsy in clinical genetic diagnosis of cancer and monogenic mosaic disorders. MED GENET-BERLIN 2023; 35:275-284. [PMID: 38835734 PMCID: PMC11006364 DOI: 10.1515/medgen-2023-2066] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2024]
Abstract
Liquid biopsy for minimally invasive diagnosis and monitoring of cancer patients is progressing toward routine clinical practice. With the implementation of highly sensitive next-generation sequencing (NGS) based assays for the analysis of cfDNA, however, consideration of the utility of liquid biopsy for clinical genetic testing is critical. While the focus of liquid biopsy for cancer diagnosis is the detection of circulating tumor DNA (ctDNA) as a fraction of total cell-free DNA (cfDNA), cfDNA analysis reveals both somatic mosaic tumor and germline variants and clonal hematopoiesis. Here we outline advantages and limitations of mosaic and germline variant detection as well as the impact of clonal hematopoiesis on liquid biopsy in cancer diagnosis. We also evaluate the potential of cfDNA analysis for the molecular diagnosis of monogenic mosaic disorders.
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Affiliation(s)
| | - Thomas Keßler
- MGZ - Medizinisch Genetisches Zentrum München Germany
| | | | - Ellen Heitzer
- Medical University of Graz Institute of Human Genetics, Diagnostic and Research Center for Molecular Biomedicine (Austria) Graz Austria
| | | | - Michael Speicher
- Medical University of Graz Institute of Human Genetics, Diagnostic and Research Center for Molecular Biomedicine (Austria), Neue Stiftingtalstraße 2 Graz Austria
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5
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Garcia-Casado Z, Millán-Esteban D, Manrique-Silva E, Requena C, Traves V, Nagore E. Germline cancer-related mutations detected by routine targeted NGS for tumour analysis: A series of 357 melanoma patients. J Eur Acad Dermatol Venereol 2023; 37:e1384-e1387. [PMID: 37422710 DOI: 10.1111/jdv.19323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 06/28/2023] [Indexed: 07/10/2023]
Affiliation(s)
- Z Garcia-Casado
- Laboratory of Molecular Biology, Fundación Instituto Valenciano de Oncología, Valencia, Spain
| | - D Millán-Esteban
- School of Medicine, Universidad Católica de Valencia San Vicente Mártir, Valencia, Spain
| | - E Manrique-Silva
- Department of Dermatology, Fundación Instituto Valenciano de Oncología, Valencia, Spain
| | - C Requena
- Department of Dermatology, Fundación Instituto Valenciano de Oncología, Valencia, Spain
| | - V Traves
- Department of Pathological Anatomy, Fundación Instituto Valenciano de Oncología, Valencia, Spain
| | - E Nagore
- School of Medicine, Universidad Católica de Valencia San Vicente Mártir, Valencia, Spain
- Department of Dermatology, Fundación Instituto Valenciano de Oncología, Valencia, Spain
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6
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Seligson ND, Kolesar JM, Alam B, Baker L, Lamba JK, Fridley BL, Salahudeen AA, Hertz DL, Hicks JK. Integrating pharmacogenomic testing into paired germline and somatic genomic testing in patients with cancer. Pharmacogenomics 2023; 24:731-738. [PMID: 37702060 DOI: 10.2217/pgs-2023-0125] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/14/2023] Open
Abstract
Precision medicine has revolutionized clinical care for patients with cancer through the development of targeted therapy, identification of inherited cancer predisposition syndromes and the use of pharmacogenetics to optimize pharmacotherapy for anticancer drugs and supportive care medications. While germline (patient) and somatic (tumor) genomic testing have evolved separately, recent interest in paired germline/somatic testing has led to an increase in integrated genomic testing workflows. However, paired germline/somatic testing has generally lacked the incorporation of germline pharmacogenomics. Integrating pharmacogenomics into paired germline/somatic genomic testing would be an efficient method for increasing access to pharmacogenomic testing. In this perspective, the authors argue for the benefits of implementing a comprehensive approach integrating somatic and germline testing that is inclusive of pharmacogenomics in clinical practice.
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Affiliation(s)
- Nathan D Seligson
- Department of Pharmacotherapy & Translational Research, The University of Florida, Jacksonville, FL 32209, USA
- Center for Pharmacogenomics & Translational Research, Nemours Children's Health, Jacksonville, FL 32207, USA
| | - Jill M Kolesar
- Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA
- Department of Pharmacy Practice & Science, University of Kentucky, Lexington, KY 40536, USA
| | - Benish Alam
- Department of Clinical Pharmacy, University of Michigan College of Pharmacy, Ann Arbor, MI 48109, USA
| | - Laura Baker
- Nemours Center for Cancer & Blood Disorders, Nemours Children's Health, Wilmington, DE 19803, USA
| | - Jatinder K Lamba
- Department of Pharmacotherapy & Translational Research, The University of Florida, Gainesville, FL 32611, USA
| | - Brooke L Fridley
- Department of Biostatistics & Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
| | - Ameen A Salahudeen
- Department of Medicine, University of Illinois at Chicago, Chicago, IL 60612, USA
- Tempus Labs Inc., Chicago, IL 60654, USA
| | - Daniel L Hertz
- Department of Clinical Pharmacy, University of Michigan College of Pharmacy, Ann Arbor, MI 48109, USA
| | - J Kevin Hicks
- Department of Individualized Cancer Management, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL 33612, USA
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7
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O'Dwyer PJ, Gray RJ, Flaherty KT, Chen AP, Li S, Wang V, McShane LM, Patton DR, Tricoli JV, Williams PM, Iafrate AJ, Sklar J, Mitchell EP, Takebe N, Sims DJ, Coffey B, Fu T, Routbort M, Rubinstein LV, Little RF, Arteaga CL, Marinucci D, Hamilton SR, Conley BA, Harris LN, Doroshow JH. The NCI-MATCH trial: lessons for precision oncology. Nat Med 2023; 29:1349-1357. [PMID: 37322121 PMCID: PMC10612141 DOI: 10.1038/s41591-023-02379-4] [Citation(s) in RCA: 28] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 04/28/2023] [Indexed: 06/17/2023]
Abstract
The NCI-MATCH (Molecular Analysis for Therapy Choice) trial ( NCT02465060 ) was launched in 2015 as a genomically driven, signal-seeking precision medicine platform trial-largely for patients with treatment-refractory, malignant solid tumors. Having completed in 2023, it remains one of the largest tumor-agnostic, precision oncology trials undertaken to date. Nearly 6,000 patients underwent screening and molecular testing, with a total of 1,593 patients (inclusive of continued accrual from standard next-generation sequencing) being assigned to one of 38 substudies. Each substudy was a phase 2 trial of a therapy matched to a genomic alteration, with a primary endpoint of objective tumor response by RECIST criteria. In this Perspective, we summarize the outcomes of the initial 27 substudies in NCI-MATCH, which met its signal-seeking objective with 7/27 positive substudies (25.9%). We discuss key aspects of the design and operational conduct of the trial, highlighting important lessons for future precision medicine studies.
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Affiliation(s)
| | - Robert J Gray
- Dana-Farber Cancer Institute - ECOG-ACRIN Biostatistics Center, Boston, MA, USA
| | | | - Alice P Chen
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA
| | - Shuli Li
- Dana-Farber Cancer Institute - ECOG-ACRIN Biostatistics Center, Boston, MA, USA
| | - Victoria Wang
- Dana-Farber Cancer Institute - ECOG-ACRIN Biostatistics Center, Boston, MA, USA
| | - Lisa M McShane
- Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA
| | - David R Patton
- Center for Biomedical Informatics & Information Technology, National Cancer Institute, Bethesda, MD, USA
| | - James V Tricoli
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA
| | - P Mickey Williams
- Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - A John Iafrate
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | | | | | - Naoko Takebe
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA
| | - David J Sims
- Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Brent Coffey
- Center for Biomedical Informatics & Information Technology, National Cancer Institute, Bethesda, MD, USA
| | - Tony Fu
- Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Mark Routbort
- University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Larry V Rubinstein
- Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA
| | - Richard F Little
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA
| | - Carlos L Arteaga
- UT Southwestern Simmons Comprehensive Cancer Center, Dallas, TX, USA
| | | | | | - Barbara A Conley
- Cancer Diagnosis Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA
| | - Lyndsay N Harris
- Cancer Diagnosis Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA
| | - James H Doroshow
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA
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8
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Kuzbari Z, Bandlamudi C, Loveday C, Garrett A, Mehine M, George A, Hanson H, Snape K, Kulkarni A, Allen S, Jezdic S, Ferrandino R, Westphalen CB, Castro E, Rodon J, Mateo J, Burghel GJ, Berger MF, Mandelker D, Turnbull C. Germline-focused analysis of tumour-detected variants in 49,264 cancer patients: ESMO Precision Medicine Working Group recommendations. Ann Oncol 2023; 34:215-227. [PMID: 36529447 DOI: 10.1016/j.annonc.2022.12.003] [Citation(s) in RCA: 36] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 12/01/2022] [Accepted: 12/11/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND The European Society for Medical Oncology Precision Medicine Working Group (ESMO PMWG) was reconvened to update its 2018/19 recommendations on follow-up of putative germline variants detected on tumour-only sequencing, which were based on an analysis of 17 152 cancers. METHODS We analysed an expanded dataset including 49 264 paired tumour-normal samples. We applied filters to tumour-detected variants based on variant allele frequency, predicted pathogenicity and population variant frequency. For 58 cancer-susceptibility genes, we then examined the proportion of filtered tumour-detected variants of true germline origin [germline conversion rate (GCR)]. We conducted subanalyses based on the age of cancer diagnosis, specific tumour types and 'on-tumour' status (established tumour-gene association). RESULTS Analysis of 45 472 nonhypermutated solid malignancy tumour samples yielded 21 351 filtered tumour-detected variants of which 3515 were of true germline origin. 3.1% of true germline pathogenic variants were absent from the filtered tumour-detected variants. For genes such as BRCA1, BRCA2 and PALB2, the GCR in filtered tumour-detected variants was >80%; conversely for TP53, APC and STK11 this GCR was <2%. CONCLUSION Strategic germline-focused analysis can prioritise a subset of tumour-detected variants for which germline follow-up will produce the highest yield of most actionable true germline variants. We present updated recommendations around germline follow-up of tumour-only sequencing including (i) revision to 5% for the minimum per-gene GCR, (ii) inclusion of actionable intermediate penetrance genes ATM and CHEK2, (iii) definition of a set of seven 'most actionable' cancer-susceptibility genes (BRCA1, BRCA2, PALB2, MLH1, MSH2, MSH6 and RET) in which germline follow-up is recommended regardless of tumour type.
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Affiliation(s)
- Z Kuzbari
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - C Bandlamudi
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - C Loveday
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK. https://twitter.com/LovedayChey
| | - A Garrett
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK. https://twitter.com/DrAliceGarrett
| | - M Mehine
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - A George
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK; The Royal Marsden NHS Foundation Trust, London, UK
| | - H Hanson
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK; South West Thames Regional Genetics Service, St George's University Hospitals NHS Foundation Trust, London, UK
| | - K Snape
- South West Thames Regional Genetics Service, St George's University Hospitals NHS Foundation Trust, London, UK. https://twitter.com/genetikos
| | - A Kulkarni
- South East Thames Regional Genetics Service, Guy's and St Thomas' NHS Foundation Trust, London, UK. https://twitter.com/Anju__Kulkarni
| | - S Allen
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - S Jezdic
- Scientific and Medical Division, European Society for Medical Oncology, Lugano, Switzerland
| | - R Ferrandino
- Scientific and Medical Division, European Society for Medical Oncology, Lugano, Switzerland
| | - C B Westphalen
- Department of Medicine III and Comprehensive Cancer Center (CCC Munich LMU) University Hospital, LMU Munich, Munich, Germany
| | - E Castro
- Genitourinary Cancers Translational Research Group, Institute of Biomedical Research in Málaga (IBIMA), Málaga, Spain. https://twitter.com/Ecastromarcos
| | - J Rodon
- Investigational Cancer Therapeutics, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - J Mateo
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona; Vall d'Hebron University Hospital, Barcelona, Spain
| | - G J Burghel
- North West Genomic Laboratory Hub, Manchester University NHS Foundation Trust, Manchester, UK. https://twitter.com/BurghelG
| | - M F Berger
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - D Mandelker
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - C Turnbull
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK; The Royal Marsden NHS Foundation Trust, London, UK.
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9
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Pauley K, Koptiuch C, Greenberg S, Kohlmann W, Jeter J, Colonna S, Werner T, Kinsey C, Gilcrease G, Weis J, Whisenant J, Florou V, Garrido-Laguna I. Discrepancies between tumor genomic profiling and germline genetic testing. ESMO Open 2022; 7:100526. [PMID: 35780590 PMCID: PMC9511791 DOI: 10.1016/j.esmoop.2022.100526] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 06/06/2022] [Accepted: 06/09/2022] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND Tumor genomic profiling (TGP) often incidentally identifies germline pathogenic variants (PVs) associated with cancer predisposition syndromes. Methods used by somatic testing laboratories, including germline analysis, differ from designated germline laboratories that have optimized the identification of germline PVs. This study evaluated discrepancies between somatic and germline testing results, and their impact on patients. PATIENTS AND METHODS Chart reviews were carried out at a single institution for patients who had both somatic and designated germline genetic testing. Cases with discrepant results in which germline PVs were not detected by the somatic laboratory or in which variant classification differed are summarized. RESULTS TGP was carried out on 2811 cancer patients, 600 of whom also underwent designated germline genetic testing. Germline PVs were identified for 109 individuals. Discrepancies between germline genetic testing and tumor profiling reports were identified in 20 cases, including 14 PVs identified by designated germline genetic testing laboratories that were not reported by somatic testing laboratories and six variants with discrepant classifications between the designated germline and somatic testing laboratories. Three PVs identified by designated germline laboratories are targets for poly adenosine diphosphate-ribose polymerase (PARP) inhibitors and resulted in different treatment options. Of the PVs identified by designated germline laboratories, 60% (n = 12) were in genes with established associations to the patients' cancer, and 40% of the PVs were incidental. The majority (90%) of all discrepant findings, both contributory and incidental, changed management recommendations for these patients, highlighting the importance of comprehensive germline assessment. CONCLUSIONS Methods used by somatic laboratories, regardless of the inclusion of germline analysis, differ from those of designated germline laboratories for identifying germline PVs. Unrecognized germline PVs may harm patients by missing hereditary syndromes and targeted therapy opportunities (e.g. anti-programmed cell death protein 1 immunotherapy, PARP inhibitors). Clinicians should refer patients who meet the criteria for genetic evaluation regardless of somatic testing outcomes.
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Affiliation(s)
- K Pauley
- Family Cancer Assessment Clinic, Huntsman Cancer Institute, Salt Lake City, USA.
| | - C Koptiuch
- Family Cancer Assessment Clinic, Huntsman Cancer Institute, Salt Lake City, USA
| | - S Greenberg
- Family Cancer Assessment Clinic, Huntsman Cancer Institute, Salt Lake City, USA
| | - W Kohlmann
- Family Cancer Assessment Clinic, Huntsman Cancer Institute, Salt Lake City, USA
| | - J Jeter
- Department of Internal Medicine, Huntsman Cancer Institute, Salt Lake City, USA
| | - S Colonna
- Department of Internal Medicine, Huntsman Cancer Institute, Salt Lake City, USA
| | - T Werner
- Department of Internal Medicine, Huntsman Cancer Institute, Salt Lake City, USA
| | - C Kinsey
- Department of Internal Medicine, Huntsman Cancer Institute, Salt Lake City, USA
| | - G Gilcrease
- Department of Internal Medicine, Huntsman Cancer Institute, Salt Lake City, USA
| | - J Weis
- Department of Internal Medicine, Huntsman Cancer Institute, Salt Lake City, USA
| | - J Whisenant
- Department of Medical Oncology and Hematology, Utah Cancer Specialists, Salt Lake City, USA
| | - V Florou
- Department of Internal Medicine, Huntsman Cancer Institute, Salt Lake City, USA
| | - I Garrido-Laguna
- Department of Internal Medicine, Huntsman Cancer Institute, Salt Lake City, USA
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10
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Barrus K, Purington N, Chun N, Ladabaum U, Ford JM. Somatic Tumor Testing Implications for Lynch Syndrome Germline Genetic Testing. Cancer Genet 2022; 264-265:16-22. [DOI: 10.1016/j.cancergen.2022.02.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 02/18/2022] [Accepted: 02/28/2022] [Indexed: 02/07/2023]
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11
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Abstract
This overview of the molecular pathology of lung cancer includes a review of the most salient molecular alterations of the genome, transcriptome, and the epigenome. The insights provided by the growing use of next-generation sequencing (NGS) in lung cancer will be discussed, and interrelated concepts such as intertumor heterogeneity, intratumor heterogeneity, tumor mutational burden, and the advent of liquid biopsy will be explored. Moreover, this work describes how the evolving field of molecular pathology refines the understanding of different histologic phenotypes of non-small-cell lung cancer (NSCLC) and the underlying biology of small-cell lung cancer. This review will provide an appreciation for how ongoing scientific findings and technologic advances in molecular pathology are crucial for development of biomarkers, therapeutic agents, clinical trials, and ultimately improved patient care.
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Affiliation(s)
- James J Saller
- Departments of Pathology and Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
| | - Theresa A Boyle
- Departments of Pathology and Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, USA
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12
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Comprehensive assessment of germline pathogenic variant detection in tumor-only sequencing. Ann Oncol 2022; 33:426-433. [PMID: 35074424 PMCID: PMC9172914 DOI: 10.1016/j.annonc.2022.01.006] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 12/30/2021] [Accepted: 01/13/2022] [Indexed: 12/20/2022] Open
Abstract
Background: Tumor-only sequencing, implemented for the identification of somatic variants, is oftentimes used for the detection of actionable germline variants. We sought to determine whether tumor-only sequencing assays are suitable for detection of actionable germline variants, given their importance for the delivery of targeted therapies and risk-reducing measures. Patients and methods: The detection of germline variants affecting moderate- and high-penetrance cancer susceptibility genes (CSGs) by tumor-only sequencing was compared to clinical germline testing in 21 333 cancer patients who underwent tumor and germline testing using the Food and Drug Administration (FDA)-authorized Memorial Sloan Kettering-Integrated Mutation Profiling of Actionable Targets (MSK-IMPACT) assay. Seven homologous recombination deficiency (HRD), two DNA damage response (DDR) and four mismatch repair (MMR) genes, as well as NF1, RB1 and TP53 were included in the analysis. FDA-authorized and New York State Department of Health-approved sequencing methods for germline, tumor/normal and tumor-only sequencing assays and analytical pipelines were employed. Results: In patients who underwent tumor and germline sequencing, as compared to clinical genetic testing, tumor-only sequencing failed to detect 10.5% of clinically actionable pathogenic germline variants in CSGs, including 18.8%, 12.8% and 7.3% of germline variants in MMR, DDR and HRD genes, respectively. The sensitivity for detection of pathogenic germline variants by tumor-only sequencing was 89.5%. Whilst the vast majority of pathogenic germline exonic single-nucleotide variants (SNVs) and small indels were detected by tumor-only sequencing, large percentages of germline copy number variants, intronic variants and repetitive element insertions were not detected. Conclusions: Tumor-only sequencing is adequate for the detection of clinically actionable germline variants, particularly for SNVs and small indels; however, a small subset of alterations affecting HRD, DDR and MMR genes may not be detected optimally. Therefore, for high-risk patients with negative tumor-only sequencing results, clinical genetic testing could be considered given the impact of these variants on therapy and genetic counseling.
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13
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Hirsch S, Dikow N, Pfister SM, Pajtler KW. Cancer predisposition in pediatric neuro-oncology-practical approaches and ethical considerations. Neurooncol Pract 2021; 8:526-538. [PMID: 34594567 DOI: 10.1093/nop/npab031] [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] [Indexed: 12/11/2022] Open
Abstract
A genetic predisposition to tumor development can be identified in up to 10% of pediatric patients with central nervous system (CNS) tumors. For some entities, the rate of an underlying predisposition is even considerably higher. In recent years, population-based approaches have helped to further delineate the role of cancer predisposition in pediatric oncology. Investigations for cancer predisposition syndrome (CPS) can be guided by clinical signs and family history leading to directed testing of specific genes. The increasingly adopted molecular analysis of tumor and often parallel blood samples with multi-gene panel, whole-exome, or whole-genome sequencing identifies additional patients with or without clinical signs. Diagnosis of a genetic predisposition may put an additional burden on affected families. However, information on a given cancer predisposition may be critical for the patient as potentially influences treatment decisions and may offer the patient and healthy carriers the chance to take part in intensified surveillance programs aiming at early tumor detection. In this review, we discuss some of the practical and ethical challenges resulting from the widespread use of new diagnostic techniques and the most important CPS that may manifest with brain tumors in childhood.
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Affiliation(s)
- Steffen Hirsch
- Hopp-Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Institute of Human Genetics, Heidelberg University Hospital, Heidelberg, Germany
| | - Nicola Dikow
- Institute of Human Genetics, Heidelberg University Hospital, Heidelberg, Germany
| | - Stefan M Pfister
- Hopp-Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Kristian W Pajtler
- Hopp-Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
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14
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Liu YL, Stadler ZK. The Future of Parallel Tumor and Germline Genetic Testing: Is There a Role for All Patients With Cancer? J Natl Compr Canc Netw 2021; 19:871-878. [PMID: 34340209 PMCID: PMC11123333 DOI: 10.6004/jnccn.2021.7044] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Accepted: 04/09/2021] [Indexed: 11/17/2022]
Abstract
Under the traditional paradigm of genetic testing in cancer, the role of germline testing was to assess for the inherited risk of cancer, whereas the role of tumor testing was to determine therapeutic selection. Parallel tumor-normal genetic testing uses simultaneous genetic testing of the tumor and normal tissue to identify mutations and allows their classification as either germline or somatic. The increasing adoption of parallel testing has revealed a greater number of germline findings in patients who otherwise would not have met clinical criteria for testing. This result has widespread implications for the screening and further testing of at-risk relatives and for gene discovery. It has also revealed the importance of germline testing in therapeutic actionability. Herein, we describe the pros and cons of tumor-only versus parallel tumor-normal testing and summarize the data on the prevalence of incidental actionable germline findings. Because germline testing in patients with cancer continues to expand, it is imperative that systems be in place for the proper interpretation, dissemination, and counseling for patients and at-risk relatives. We also review new therapeutic approvals with germline indications and highlight the increasing importance of germline testing in selecting therapies. Because recommendations for universal genetic testing are increasing in multiple cancer types and the number of approved therapies with germline indications is also increasing, a gradual transition toward parallel tumor-normal genetic testing in all patients with cancer is foreseeable.
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Affiliation(s)
- Ying L. Liu
- Clinical Genetics Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Zsofia K. Stadler
- Clinical Genetics Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
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15
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Lau TTY, May CM, Sefid Dashti ZJ, Swanson L, Starks ER, Parker JDK, Moore RA, Tucker T, Bosdet I, Young SS, Santos JL, Compton K, Heidary N, Hoang L, Schrader KA, Sun S, Kwon JS, Tinker AV, Karsan A. Use of Treatment-Focused Tumor Sequencing to Screen for Germline Cancer Predisposition. J Mol Diagn 2021; 23:1145-1158. [PMID: 34197922 DOI: 10.1016/j.jmoldx.2021.06.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 05/10/2021] [Accepted: 06/07/2021] [Indexed: 10/21/2022] Open
Abstract
Next-generation sequencing assays are capable of identifying cancer patients eligible for targeted therapies and can also detect germline variants associated with increased cancer susceptibility. However, these capabilities have yet to be routinely harmonized in a single assay because of challenges with accurately identifying germline variants from tumor-only data. We have developed the Oncology and Hereditary Cancer Program targeted capture panel, which uses tumor tissue to simultaneously screen for both clinically actionable solid tumor variants and germline variants across 45 genes. Validation using 14 tumor specimens, composed of patient samples and cell lines analyzed in triplicate, demonstrated high coverage with sensitive and specific identification of single-nucleotide variants and small insertions and deletions. Average coverage across all targets remained >2000× in 198 additional patient tumor samples. Analysis of 55 formalin-fixed, paraffin-embedded tumor samples for the detection of known germline variants within a subset of cancer-predisposition genes, including one multiexon deletion, yielded a 100% detection rate, demonstrating that germline variants can be reliably detected in tumor samples using a single panel. Combining targetable somatic and actionable germline variants into a single tumor tissue assay represents a streamlined approach that can inform treatment for patients with advanced cancers as well as identify those with potential germline variants who are eligible for confirmatory testing, but would not otherwise have been identified.
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Affiliation(s)
- Tammy T Y Lau
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia
| | - Christina M May
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia
| | - Zahra J Sefid Dashti
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia
| | - Lucas Swanson
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia
| | - Elizabeth R Starks
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia
| | - Jeremy D K Parker
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia
| | - Richard A Moore
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia
| | - Tracy Tucker
- Cancer Genetics and Genomics Laboratory, BC Cancer, Vancouver, British Columbia; Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Ian Bosdet
- Cancer Genetics and Genomics Laboratory, BC Cancer, Vancouver, British Columbia; Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Sean S Young
- Cancer Genetics and Genomics Laboratory, BC Cancer, Vancouver, British Columbia; Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jennifer L Santos
- Hereditary Cancer Program, BC Cancer, Vancouver, British Columbia; Department of Gynecologic Oncology, BC Cancer, Vancouver, British Columbia
| | - Katie Compton
- Hereditary Cancer Program, BC Cancer, Vancouver, British Columbia
| | - Nili Heidary
- Hereditary Cancer Program, BC Cancer, Vancouver, British Columbia
| | - Lien Hoang
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Sophie Sun
- Hereditary Cancer Program, BC Cancer, Vancouver, British Columbia
| | - Janice S Kwon
- Departments of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Anna V Tinker
- Department of Medical Oncology, BC Cancer, Vancouver, British Columbia
| | - Aly Karsan
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia; Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
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16
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Hyatt C, McDougall C, Miller-Samuel S, Russo J. Genetic Counseling for Men with Prostate Cancer. Urol Clin North Am 2021; 48:323-337. [PMID: 34210488 DOI: 10.1016/j.ucl.2021.03.004] [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: 11/26/2022]
Abstract
Germline genetic testing is becoming more prevalent in urology clinics because of precision medicine for prostate cancer treatment. Genetic testing results can also influence cancer screening discussions for patients and/or their families. An important part of germline genetic testing is genetic counseling. This article provides an overview of the historical aspects of genetic counseling, discusses the components needed to provide proper genetic counseling, summarizes genes related to hereditary prostate cancer risk, and reviews genetic privacy and genetic discrimination concerns related to germline genetic testing.
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Affiliation(s)
- Colette Hyatt
- Familial Cancer Program, The University of Vermont Medical Center, Main Campus, East Pavilion, Level 2, 111 Colchester Avenue, Burlington, VT 05401, USA.
| | - Carey McDougall
- Sidney Kimmel Cancer Center, Clinical Cancer Genetics, 1100 Walnut Street, Suite 602, Philadelphia, PA 19107, USA
| | - Susan Miller-Samuel
- Sidney Kimmel Cancer Center, Clinical Cancer Genetics, 1100 Walnut Street, Suite 602, Philadelphia, PA 19107, USA
| | - Jessica Russo
- Sidney Kimmel Cancer Center, Clinical Cancer Genetics, 1100 Walnut Street, Suite 602, Philadelphia, PA 19107, USA
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17
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Mark JR, McDougall C, Giri VN. Genetic Testing Guidelines and Education of Health Care Providers Involved in Prostate Cancer Care. Urol Clin North Am 2021; 48:311-322. [PMID: 34210487 DOI: 10.1016/j.ucl.2021.03.003] [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] [Indexed: 01/18/2023]
Abstract
Germline testing for prostate cancer (PCA) is revolutionizing PCA care. Two PARP inhibitors are FDA approved for men with metastatic, castration-resistant disease after progression on first-line therapies. In the screening setting, genetic test results may inform initiation and screening strategies. For men with early-stage disease, literature is emerging on the possible role of germline testing in active surveillance discussions. As such, urologists and oncologists must gain working knowledge of the principles and practice of germline testing and hereditary cancer implications for responsible implementation. Here the authors outline key learning areas and practice strategies for responsible dissemination of PCA germline testing.
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Affiliation(s)
- James Ryan Mark
- Department of Urology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Carey McDougall
- Cancer Risk Assessment and Clinical Cancer Genetics, Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA; Cancer Risk Assessment and Clinical Cancer Genetics, Department of Cancer Biology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA
| | - Veda N Giri
- Department of Urology, Thomas Jefferson University, Philadelphia, PA, USA; Cancer Risk Assessment and Clinical Cancer Genetics, Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA; Cancer Risk Assessment and Clinical Cancer Genetics, Department of Cancer Biology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA.
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18
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Raygada M, Raffeld M, Bernstein A, Miettinen M, Glod J, Hughes MS, Reilly K, Widemann B, Del Rivero J. Case report of adrenocortical carcinoma associated with double germline mutations in MSH2 and RET. Am J Med Genet A 2021; 185:1282-1287. [PMID: 33615670 PMCID: PMC7986073 DOI: 10.1002/ajmg.a.62099] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 12/27/2020] [Accepted: 01/09/2021] [Indexed: 12/25/2022]
Abstract
Adrenocortical carcinoma (ACC) is a rare aggressive malignancy that originates in the outer layer of the adrenal gland. Most ACCs are sporadic, but a small percentage of cases are due to hereditary cancer syndromes such as Li-Fraumeni syndrome (LFS), Lynch syndrome (LS), and familial adenomatous polyposis (FAP). Multiple endocrine neoplasia type 2A (MEN2A) is an inherited disorder that predisposes to medullary thyroid cancer, pheochromocytoma, and parathyroid hyperplasia. We present here a case of ACC with both LS and MEN2A; the family and medical history were consistent with Lynch. This is, to our knowledge, the first report of a patient with ACC associated with germline mutations in RET and MSH2, and no phenotypical characteristics of MEN2A.
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Affiliation(s)
- Margarita Raygada
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Clinical Center, National Institutes of Health, Bethesda, Maryland, DC, USA
| | - Mark Raffeld
- Laboratory of Pathology, National Cancer Institute, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
| | - Andrew Bernstein
- George Washington School of Medicine, George Washington University, Washington, DC, USA
| | - Markku Miettinen
- Laboratory of Pathology, National Cancer Institute, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
| | - John Glod
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Clinical Center, National Institutes of Health, Bethesda, Maryland, DC, USA
| | - Marybeth S Hughes
- Department of Surgery, Eastern Virginia Medical School, Norfolk, Virginia, USA
| | - Karlyne Reilly
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Clinical Center, National Institutes of Health, Bethesda, Maryland, DC, USA
| | - Brigitte Widemann
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Clinical Center, National Institutes of Health, Bethesda, Maryland, DC, USA
| | - Jaydira Del Rivero
- Developmental Therapeutics Branch, National Cancer Institute, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
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19
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Kumari N, Singh RK, Mishra SK, L R, Mohindra S, Krishnani N. Prevalence and spectrum of pathogenic germline variants in intestinal and pancreatobiliary type of ampullary cancer. Pathol Res Pract 2020; 217:153309. [PMID: 33341547 DOI: 10.1016/j.prp.2020.153309] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 11/20/2020] [Accepted: 12/01/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Ampullary cancer may occur as a component of hereditary cancer syndromes. Mutations in inherited cancer susceptibility genes play a therapeutic role and its knowledge in ampullary cancer is lacking. METHODS Thirty-seven cases of ampullary carcinoma were subjected to tumor-normal whole exome sequencing with mean coverage of 100X (blood) and 200X (tumor). Data were analyzed and correlated with intestinal and pancreatobiliary differentiation. RESULTS There were 22 intestinal, 13 pancreatobiliary and 2 cases of mixed differentiation. One hundred and forty-three germline variations with at least >1 pathogenic germline variants (PGVs) across 83 genes were found in 36 of 37 patients. Twelve genes (14.5 %) showed >3, 20 genes (24.1 %) showed two and 51 genes (61.4 %) showed one PGVs. Intestinal differentiation showed higher PGVs (117 variants, 73 genes) than pancreatobiliary differentiation (85 variants, 62 genes). PGVs in ERCC5, MEN1, MSH3, CHEK1, TP53, APC, FANCA, ERBB2, BRCA1, BRCA2, RTEL1, HNF1A and PTCH1 were seen in >50 % of cases. Nine genes harbored somatic second hits in 14 cases. PGVs in DNA damage-repair, homologous recombination repair, TP53 transcriptional regulation, DNA double stranded breaks, cell cycle and nucleotide excision repair genes were seen in all cases of intestinal and pancreatobiliary differentiation, while DNA mismatch repair genes were found in 81.8 % of intestinal and 84.6 % of pancreatobiliary cancers. Functional pathway analysis showed that DNA damage-repair, double stranded break repair, mismatch repair, homologous recombination repair and TP53 transcriptional regulation genes were altered in both while nucleotide-excision repair was significantly mutated in intestinal type and cell-cycle genes in pancreatobiliary type (p < 0.05). CONCLUSION This study reports spectrum of PGVs in intestinal and pancreatobiliary differentiation of ampullary carcinoma at higher frequency through whole exome sequencing. PGVs were most frequently found in DNA repair genes. Detecting PGVs through tumor-normal sequencing may identify therapeutically actionable and double-hit mutations that can guide towards appropriate management.
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Affiliation(s)
- Niraj Kumari
- Department of Pathology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, India.
| | - Rajneesh K Singh
- Department of Surgical Gastroenterology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, India.
| | - Shravan K Mishra
- Department of Pathology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, India.
| | - Raghvendra L
- Department of Pathology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, India.
| | - Samir Mohindra
- Department of Gastroenterology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, India.
| | - Narendra Krishnani
- Department of Pathology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, India.
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20
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Forman A, Sotelo J. Tumor-Based Genetic Testing and Familial Cancer Risk. Cold Spring Harb Perspect Med 2020; 10:cshperspect.a036590. [PMID: 31570381 DOI: 10.1101/cshperspect.a036590] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
As genetic testing on somatic tumor tissue becomes a more routine part of personalized cancer treatment, a growing opportunity arises to identify hereditary germline variants within those results. These germline results can affect future cancer screening for both patients and their family members. Finding this germline information can be complicated as a result of differences between somatic and germline testing processes, nomenclature, and outcome goals (e.g., treatment impact). The goal of this review is to highlight differences between somatic and germline testing and outline a potential guide to allow for appropriate clinical interpretation of somatic testing results in order to better facilitate genetic counseling referrals and confirmatory germline testing.
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Affiliation(s)
- Andrea Forman
- Department of Clinical Genetics, Risk Assessment Program, Fox Chase Cancer Center, Philadelphia, Pennsylvania 19111, USA
| | - Jilliane Sotelo
- Center for Cancer Genetics and Prevention, Dana Farber Cancer Institute, Boston, Massachusetts 02215, USA
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21
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Wessels S, Muley T, Christopoulos P, Meister M, Heinzmann-Groth I, Warth A, Herpel E, Hummler S, Klingmüller U, Kuon J, Heussel CP, Eberhardt R, Herth FJF, Winter H, Bischoff H, Stenzinger A, Reck M, Huber RM, Thomas M, Schneider MA. Comprehensive serial biobanking in advanced NSCLC: feasibility, challenges and perspectives. Transl Lung Cancer Res 2020; 9:1000-1014. [PMID: 32953480 PMCID: PMC7481602 DOI: 10.21037/tlcr-20-137] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Accepted: 04/24/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Availability of tumor material at baseline and disease progression is increasingly important for patient management in non-small-cell lung cancer (NSCLC), especially for the application of targeted therapies like tyrosine kinase inhibitors and for immune checkpoint inhibitor treatment. Here we report the experience of prospective biomaterial acquisition in advanced NSCLC from a pilot project. METHODS Main objective was the longitudinal collection of high-quality, cryoconserved biopsies in addition to formalin-fixed paraffin-embedded (FFPE) biopsies required for routine diagnostics, along with blood samples and detailed clinical annotation using standardized questionnaires. RESULTS Over five years, 205 patients were enrolled for the project, yielding 387 cryoconserved biopsies and 1,098 serum, plasma and buffy-coat samples. The feasibility of obtaining the cryoconserved biopsies in addition to the FFPE biopsies was 89% for newly diagnosed cases, but dropped down to 56% and 47% at first and second disease progression, respectively. While forceps biopsy was the preferred procedure for tissue acquisition, the highest tissue amounts were received using the cryobiopsy method. Biopsies had a median tumor cellularity of 34% and yielded in median 13.6 µg DNA and 12 µg RNA (median RIN =8). During the five-year project, a maximum of 38 follow-up blood samples per patient were assembled in up to four therapy lines. CONCLUSIONS Despite the poor condition and limited prognosis of most NSCLC patients, this serial biomaterial acquisition including routine collection of cryoconserved biopsies is feasible to support individualized management. The standardized collection of high-quality material has enabled and enriched several translational research studies that can advance therapeutic options.
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Affiliation(s)
- Sabine Wessels
- Department of Thoracic Oncology, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
| | - Thomas Muley
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Translational Research Unit, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
| | - Michael Meister
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Translational Research Unit, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
| | - Ingrid Heinzmann-Groth
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Translational Research Unit, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
| | - Arne Warth
- Institute of Pathology, University Hospital Heidelberg, D-69120 Heidelberg, Germany
| | - Esther Herpel
- Institute of Pathology, University Hospital Heidelberg, D-69120 Heidelberg, Germany
- NCT Tissue Bank, National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Simone Hummler
- Department of Pneumology and Critical Care Medicine, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
| | - Ursula Klingmüller
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Division Systems Biology of Signal Transduction, German Cancer Research Centre (DKFZ), INF 280, Heidelberg, Germany
| | - Jonas Kuon
- Department of Thoracic Oncology, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
| | - Claus-Peter Heussel
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology, University Hospital, D-69120 Heidelberg, Germany
| | - Ralf Eberhardt
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
| | - Felix J F Herth
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Pneumology and Critical Care Medicine, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
| | - Hauke Winter
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Surgery, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
| | - Helge Bischoff
- Department of Thoracic Oncology, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
| | - Albrecht Stenzinger
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Institute of Pathology, University Hospital Heidelberg, D-69120 Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg Site, Germany
| | - Martin Reck
- Department of Thoracic Oncology, Lung Clinic Grosshansdorf, D-22927 Grosshansdorf, Germany
- Airway Research Centre North (ARCN), German Centre for Lung Research (DZL), Grosshansdorf, Germany
| | - Rudolf Maria Huber
- University Hospital Munich and Thoracic Oncology Centre Munich, D-80337 Munich, Germany
- Comprehensive Pneumology Centre Munich (CPC-M), German Centre for Lung Research (DZL), Munich, Germany
| | - Michael Thomas
- Department of Thoracic Oncology, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
| | - Marc A Schneider
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
- Translational Research Unit, Thoraxklinik at University Hospital Heidelberg, D-69126 Heidelberg, Germany
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22
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Wu C, Zhao X, Welsh M, Costello K, Cao K, Abou Tayoun A, Li M, Sarmady M. Using Machine Learning to Identify True Somatic Variants from Next-Generation Sequencing. Clin Chem 2020; 66:239-246. [PMID: 31672855 DOI: 10.1373/clinchem.2019.308213] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Accepted: 08/19/2019] [Indexed: 12/25/2022]
Abstract
BACKGROUND Molecular profiling has become essential for tumor risk stratification and treatment selection. However, cancer genome complexity and technical artifacts make identification of real variants a challenge. Currently, clinical laboratories rely on manual screening, which is costly, subjective, and not scalable. We present a machine learning-based method to distinguish artifacts from bona fide single-nucleotide variants (SNVs) detected by next-generation sequencing from nonformalin-fixed paraffin-embedded tumor specimens. METHODS A cohort of 11278 SNVs identified through clinical sequencing of tumor specimens was collected and divided into training, validation, and test sets. Each SNV was manually inspected and labeled as either real or artifact as part of clinical laboratory workflow. A 3-class (real, artifact, and uncertain) model was developed on the training set, fine-tuned with the validation set, and then evaluated on the test set. Prediction intervals reflecting the certainty of the classifications were derived during the process to label "uncertain" variants. RESULTS The optimized classifier demonstrated 100% specificity and 97% sensitivity over 5587 SNVs of the test set. Overall, 1252 of 1341 true-positive variants were identified as real, 4143 of 4246 false-positive calls were deemed artifacts, whereas only 192 (3.4%) SNVs were labeled as "uncertain," with zero misclassification between the true positives and artifacts in the test set. CONCLUSIONS We presented a computational classifier to identify variant artifacts detected from tumor sequencing. Overall, 96.6% of the SNVs received definitive labels and thus were exempt from manual review. This framework could improve quality and efficiency of the variant review process in clinical laboratories.
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Affiliation(s)
- Chao Wu
- Division of Genomic Diagnostics, The Children's Hospital of Philadelphia, Philadelphia, PA
| | - Xiaonan Zhao
- Division of Genomic Diagnostics, The Children's Hospital of Philadelphia, Philadelphia, PA
| | - Mark Welsh
- Division of Genomic Diagnostics, The Children's Hospital of Philadelphia, Philadelphia, PA
| | | | - Kajia Cao
- Division of Genomic Diagnostics, The Children's Hospital of Philadelphia, Philadelphia, PA
| | - Ahmad Abou Tayoun
- Department of Genetics, Al Jalila Children's Specialty Hospital, Dubai, UAE
| | - Marilyn Li
- Division of Genomic Diagnostics, The Children's Hospital of Philadelphia, Philadelphia, PA.,Department of Pathology & Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, PA
| | - Mahdi Sarmady
- Division of Genomic Diagnostics, The Children's Hospital of Philadelphia, Philadelphia, PA.,Center for Data-Driven Discovery in Biomedicine, Children's Hospital of Philadelphia, Philadelphia, PA.,Department of Pathology & Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, PA
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23
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Dixon K, Young S, Shen Y, Thibodeau ML, Fok A, Pleasance E, Zhao E, Jones M, Aubert G, Armstrong L, Virani A, Regier D, Gelmon K, Renouf D, Chia S, Bosdet I, Rassekh SR, Deyell RJ, Yip S, Fisic A, Titmuss E, Abadi S, Jones SJM, Sun S, Karsan A, Marra M, Laskin J, Lim H, Schrader KA. Establishing a Framework for the Clinical Translation of Germline Findings in Precision Oncology. JNCI Cancer Spectr 2020; 4:pkaa045. [PMID: 33134827 PMCID: PMC7583151 DOI: 10.1093/jncics/pkaa045] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 02/05/2020] [Accepted: 05/25/2020] [Indexed: 11/14/2022] Open
Abstract
Inherited genetic variation has important implications for cancer screening, early diagnosis, and disease prognosis. A role for germline variation has also been described in shaping the molecular landscape, immune response, microenvironment, and treatment response of individual tumors. However, there is a lack of consensus on the handling and analysis of germline information that extends beyond known or suspected cancer susceptibility in large-scale cancer genomics initiatives. As part of the Personalized OncoGenomics program in British Columbia, we performed whole-genome and transcriptome sequencing in paired tumor and normal tissues from advanced cancer patients to characterize the molecular tumor landscape and identify putative targets for therapy. Overall, our experience supports a multidisciplinary and integrative approach to germline data management. This includes a need for broader definitions and standardized recommendations regarding primary and secondary germline findings in precision oncology. Here, we propose a framework for identifying, evaluating, and returning germline variants of potential clinical significance that may have indications for health management beyond cancer risk reduction or prevention in patients and their families.
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Affiliation(s)
- Katherine Dixon
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Sean Young
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Yaoqing Shen
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - My Linh Thibodeau
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Alexandra Fok
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - Erin Pleasance
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - Eric Zhao
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - Martin Jones
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - Geraldine Aubert
- Terry Fox Laboratory, BC Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Linlea Armstrong
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada.,Provincial Medical Genetics Program, Children's & Women's Health Centre of British Columbia, Vancouver, British Columbia, Canada
| | - Alice Virani
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada.,Ethics Service, Provincial Health Service of Authority of BC, Vancouver, British Columbia, Canada
| | - Dean Regier
- Canadian Centre for Applied Research in Cancer Control, Cancer Control Research, BC Cancer, Vancouver, British Columbia, Canada.,School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Karen Gelmon
- Division of Medical Oncology, BC Cancer, Vancouver, British Columbia, Canada
| | - Dan Renouf
- Division of Medical Oncology, BC Cancer, Vancouver, British Columbia, Canada
| | - Stephen Chia
- Division of Medical Oncology, BC Cancer, Vancouver, British Columbia, Canada
| | - Ian Bosdet
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada.,Cancer Genetics and Genomics Laboratory, BC Cancer, Vancouver, British Columbia, Canada
| | - S Rod Rassekh
- BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada.,Division of Hematology/Oncology and BMT, Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Rebecca J Deyell
- BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada.,Division of Hematology/Oncology and BMT, Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Stephen Yip
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada.,Cancer Genetics and Genomics Laboratory, BC Cancer, Vancouver, British Columbia, Canada
| | - Ana Fisic
- Division of Medical Oncology, BC Cancer, Vancouver, British Columbia, Canada
| | - Emma Titmuss
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - Shirin Abadi
- Department of Pharmacy, BC Cancer, Vancouver, British Columbia, Canada
| | - Steven J M Jones
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada.,Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - Sophie Sun
- Division of Medical Oncology, BC Cancer, Vancouver, British Columbia, Canada.,Hereditary Cancer Program, BC Cancer, Vancouver, British Columbia, Canada
| | - Aly Karsan
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - Marco Marra
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada.,Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - Janessa Laskin
- Division of Medical Oncology, BC Cancer, Vancouver, British Columbia, Canada
| | - Howard Lim
- Division of Medical Oncology, BC Cancer, Vancouver, British Columbia, Canada
| | - Kasmintan A Schrader
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada.,Hereditary Cancer Program, BC Cancer, Vancouver, British Columbia, Canada.,Department of Molecular Oncology, BC Cancer, Vancouver, British Columbia, Canada
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24
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Fountzilas E, Kotoula V, Koliou GA, Giannoulatou E, Gogas H, Papadimitriou C, Tikas I, Zhang J, Papadopoulou K, Zagouri F, Christodoulou C, Koutras A, Makatsoris T, Chrisafi S, Linardou H, Varthalitis I, Papatsibas G, Razis E, Papakostas P, Samantas E, Aravantinos G, Bafaloukos D, Kosmidis P, Koumarianou A, Psyrri A, Pentheroudakis G, Pectasides D, Futreal A, Fountzilas G, Tsimberidou AM. Pathogenic mutations and overall survival in 3,084 patients with cancer: the Hellenic Cooperative Oncology Group Precision Medicine Initiative. Oncotarget 2020; 11:1-14. [PMID: 32002119 PMCID: PMC6967777 DOI: 10.18632/oncotarget.27338] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 10/19/2019] [Indexed: 12/22/2022] Open
Abstract
Background: We evaluated the association between pathogenic mutations and overall survival (OS) in patients with cancer referred to Hellenic Cooperative Oncology Group–affiliated Departments.
Patients and methods: Patients referred from 12/1980 to 1/2017 had molecular testing (for research) of archival tumor tissue collected at the time of first diagnosis (non-metastatic, 81%; metastatic, 19%). Tumor-specific gene panels (16-101 genes) were used to identify pathogenic mutations in clinically relevant genes. NGS genotyping was performed at the Laboratory of Molecular Oncology, Aristotle University of Thessaloniki. Annotation of mutations was performed at MD Anderson Cancer Center.
Results: We analyzed 3,084 patients (median age, 57 years; men, 22%) with sequencing data. Overall, 1,775 (58% of 3,084) patients had pathogenic mutations. The median follow-up was 7.52 years (95% CI, 7.39-7.61). In patients with non-metastatic tumors, after stratification by tumor type, increasing age, higher grade, and histology other than adenocarcinoma were associated with shorter OS. OS was also shorter in patients with pathogenic TP53 (HR=1.36; p<0.001), MLL3 (HR=1.64; p=0.005), and BRCA1 (HR=1.46; p=0.047) mutations compared to wild-type genes. In multivariate analyses, independent prognostic factors predicting shorter OS were pathogenic mutations in TP53 (HR=1.37, p=0.002) and MLL3 (HR=1.50, p=0.027); increasing age (HR=1.02, p<0.001); and increasing grade (HR=1.46, p<0.001). In patients with metastatic cancer, older age and higher grade were associated with shorter OS and maintained their independent prognostic significance (increasing age, HR=1.03, p<0.001 and higher grade, HR=1.73, p<0.001).
Conclusions: Analysis of molecular data reveals prognostic biomarkers, regardless of tissue or organ of origin to improve patient management.
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Affiliation(s)
- Elena Fountzilas
- The University of Texas MD Anderson Cancer Center, Department of Investigational Cancer Therapeutics, Houston, TX, USA.,Current address: Hellenic Cooperative Oncology Group, Athens, Greece
| | - Vassiliki Kotoula
- Department of Pathology, Aristotle University of Thessaloniki, School of Health Sciences, Faculty of Medicine, Thessaloniki, Greece.,Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | - Eleni Giannoulatou
- Victor Chang Cardiac Research Institute, Darlinghurst, NSW, Australia.,The University of New South Wales, Kensington, NSW, Australia
| | - Helen Gogas
- First Department of Medicine, Laiko General Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | - Christos Papadimitriou
- Oncology Unit, Aretaieion Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | - Ioannis Tikas
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Jianhua Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kyriaki Papadopoulou
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Flora Zagouri
- Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | | | - Angelos Koutras
- Division of Oncology, Department of Medicine, University Hospital, University of Patras Medical School, Patras, Greece
| | - Thomas Makatsoris
- Division of Oncology, Department of Medicine, University Hospital, University of Patras Medical School, Patras, Greece
| | - Sofia Chrisafi
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | | | - George Papatsibas
- Oncology Department, University General Hospital of Larissa, Larissa, Greece
| | - Evangelia Razis
- Third Department of Medical Oncology, Hygeia Hospital, Athens, Greece
| | | | - Epaminontas Samantas
- Third Department of Medical Oncology, Agii Anargiri Cancer Hospital, Athens, Greece
| | - Gerasimos Aravantinos
- Second Department of Medical Oncology, Agii Anargiri Cancer Hospital, Athens, Greece
| | | | - Paris Kosmidis
- Second Department of Medical Oncology, Hygeia Hospital, Athens, Greece
| | - Anna Koumarianou
- Fourth Department of Internal Medicine, Attikon University Hospital, Athens, Greece
| | - Amanda Psyrri
- Section of Medical Oncology, Department of Internal Medicine, Attikon University Hospital, Faculty of Medicine, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | - Georgios Pentheroudakis
- Department of Medical Oncology, Medical School, University of Ioannina, Ioannina, Greece.,Society for Study of Clonal Heterogeneity of Neoplasia (EMEKEN), Ioannina, Greece
| | - Dimitrios Pectasides
- Oncology Section, Second Department of Internal Medicine, Hippokration Hospital, Athens, Greece
| | - Andrew Futreal
- The University of Texas MD Anderson Cancer Center, Department of Genomic Medicine, Houston, TX, USA
| | - George Fountzilas
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece.,Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Apostolia M Tsimberidou
- The University of Texas MD Anderson Cancer Center, Department of Investigational Cancer Therapeutics, Houston, TX, USA
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25
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Vlessis K, Purington N, Chun N, Haraldsdottir S, Ford JM. Germline Testing for Patients With BRCA1/2 Mutations on Somatic Tumor Testing. JNCI Cancer Spectr 2019; 4:pkz095. [PMID: 32259017 PMCID: PMC7043298 DOI: 10.1093/jncics/pkz095] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Revised: 11/04/2019] [Accepted: 11/07/2019] [Indexed: 12/12/2022] Open
Abstract
Background The National Comprehensive Cancer Network (NCCN) recommends germline testing for pathogenic BRCA1/2 mutations identified by somatic tumor sequencing. The aim of this study was to explore whether patients at Stanford with somatic BRCA1/2 mutations were recommended germline testing in accordance with NCCN guidelines. Methods We retrospectively collected all Stanford patients with BRCA1/2 mutations found by tumor sequencing. Medical records were reviewed for each patient to identify those recommended germline testing. A multivariable logistic regression model was fit associating baseline characteristics with whether or not a recommendation was made. Results Of 164 participants, 51 (31.1%) had no recommendation for germline testing. Of the 97 available germline-testing results, 54 (55.7%) were positive for pathogenic BRCA1/2 mutations. After adjusting for possible confounders, patients with genitourinary cancer (odds ratio [OR] = 0.03, 95% confidence interval [CI] = 0.00 to 0.03; P = .003), lung cancer (OR = 0.04, 95% CI = 0.01 to 0.21; P < .001), sarcoma (OR = 0.02, 95% CI = 0.00 to 0.14; P < .001), skin cancer (OR = 0.01, 95% CI = 0.98 to 1.03; P = .002), or “other” diagnoses (OR = 0.01, 95% CI = 0.00 to 0.16; P < .001) were statistically significantly less likely to be recommended germline testing compared with patients with breast or gynecological cancers. Conclusions Our study highlights the importance of provider education outside of the oncologic specialties typically associated with BRCA-related cancers and continued exploration of referrals to genetics for germline testing on the basis of somatic findings.
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Affiliation(s)
| | | | - Nicolette Chun
- See the Notes section for the full list of authors' affiliations
| | | | - James M Ford
- See the Notes section for the full list of authors' affiliations
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26
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Clark DF, Maxwell KN, Powers J, Lieberman DB, Ebrahimzadeh J, Long JM, McKenna D, Shah P, Bradbury A, Morrissette JJD, Nathanson KL, Domchek SM. Identification and Confirmation of Potentially Actionable Germline Mutations in Tumor-Only Genomic Sequencing. JCO Precis Oncol 2019; 3. [PMID: 31511844 DOI: 10.1200/po.19.00076] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
PURPOSE Tumor-only genomic profiling (TGP) is increasingly advocated for all patients with cancer given the possible therapeutic implications. It is critical to develop clinical algorithms to identify and address potentially actionable germline findings identified by TGP. METHODS A multidisciplinary team analyzed publicly available data for genes in which mutations are implicated in germline cancer susceptibility and established a pipeline to automate clinical referral for evaluation of TGP findings. RESULTS A total of 2,308 patients underwent TGP, with 81 patients (3.5%) identified by the automatic referral pipeline; 37 patients (1.6%) were referred outside the pipeline based on concerns by the molecular geneticist, pathologist, or oncologist regarding genotype-phenotype correlation. Thirty-one patients (38%) and 17 patients (46%) underwent germline testing from the automatic pipeline and other referrals, respectively, and of these patients, 23 (72%) and four (24%) had confirmed germline pathogenic variants (GPVs), respectively. The majority of confirmed GPVs were in automatic referral genes, with BRCA2 being most common (confirmed GPVs in 11 [85%] of 13 patients tested), followed by PALB2 (five [67%] of six patients), BRCA1 (two [40%] of five patients), MSH6 (two of three patients), and MLH1 (two of two patients). Forty-eight percent of confirmed GPVs were found in tumors known to be associated with germline mutations in the gene. Germline testing was not performed in 50 (62%) of 81 patients identified by automatic referral as a result of poor patient health or death (30%), lack of follow-up (30%), and patient refusal (30%). CONCLUSION Of patients undergoing TGP, 5% had somatic findings triggering referral, and implementation of an automatic referral pipeline based solely on gene versus other clinical or molecular features resulted in a 74% germline confirmation. However, only 41% of referred patients underwent germline testing. Systems-based approaches are needed to identify carriers of actionable germline cancer susceptibility mutations identified by TGP.
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Affiliation(s)
- Dana Farengo Clark
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.,Basser Center for BRCA, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Kara N Maxwell
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.,Basser Center for BRCA, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Jacquelyn Powers
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.,Basser Center for BRCA, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - David B Lieberman
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Jessica Ebrahimzadeh
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.,Basser Center for BRCA, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Jessica M Long
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.,Basser Center for BRCA, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Danielle McKenna
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.,Basser Center for BRCA, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Payal Shah
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.,Basser Center for BRCA, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Angela Bradbury
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.,Basser Center for BRCA, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | | | - Katherine L Nathanson
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.,Basser Center for BRCA, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Susan M Domchek
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.,Basser Center for BRCA, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
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27
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From Targeting Somatic Mutations to Finding Inherited Cancer Predispositions: The Other Side of the Coin. Diagnostics (Basel) 2019; 9:diagnostics9030083. [PMID: 31357515 PMCID: PMC6787697 DOI: 10.3390/diagnostics9030083] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 07/25/2019] [Accepted: 07/25/2019] [Indexed: 02/06/2023] Open
Abstract
The expanding use of tumor genome analysis by next generation sequencing to drive target therapies has led to increased germline findings in genes predisposing to hereditary cancer. These putative germline findings obtained from theranostic analyses, such as BRCA1/2 gene testing, large panels, whole-exome, or whole-genome sequencing, need to be managed carefully and in an anticipated way with the patient. Before the genetic analysis of a tumor, specific information should be given to patients, who should be aware that the results may have extra-therapeutic medical issues for themselves and relatives. We previously published a list of 36 actionable genes predisposing to cancer for which informing the patient is recommended prior to pangenomic germline analysis because of available screening or preventive strategies. Here, we report clinical practice considerations and schemes for managing germline findings in tumor analyses, including written informed consent and a multidisciplinary approach involving an oncologist, molecular biologist/pathologist, and geneticist in case of germline findings. A somatic result showing a deleterious mutation in a known predisposing gene in a patient who has consented to this purpose should result in referral to a geneticist who is part of the multidisciplinary team. At any time of the somatic analysis process, the patient may have access to a geneticist consultation if additional information is required. This framework will optimally manage both personalized theranostic issues and specific preventive strategies for individuals and relatives; it will also simplify and accelerate the process of genetic testing.
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28
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Huntsman DG, Ladanyi M. The molecular pathology of cancer: from pan-genomics to post-genomics. J Pathol 2019; 244:509-511. [PMID: 29436707 DOI: 10.1002/path.5057] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Revised: 02/05/2018] [Accepted: 02/07/2018] [Indexed: 12/17/2022]
Abstract
As the cancer genomics of most major cancer types have been comprehensively catalogued over the past decade through a variety of national and international efforts, the delineation of cancer subtypes has been refined, and our understanding of critical cancer drivers and of the potentially targetable vulnerabilities that they create has grown tremendously. The 2018 Annual Review Issue of the Journal of Pathology provides in-depth assessments of how these pan-genomic approaches have enabled advances in cancer classification, targeted therapy selection, and assessment of cancer progression, all of which are now genomically informed, using several cancer types as examples. Beyond these areas of by now conventional pan-genomic tumour analysis, there are also reviews of diverse 'post-genomic' areas, such as the analysis of circulating free tumour DNA in plasma, concurrent germline cancer predisposition profiling in the setting of apparently sporadic cancer, genetic alterations in epigenetic control and DNA repair, proteomics of tumour heterogeneity, computational pathology, and the roles of the cellular stress response and the microbiome in human cancers. As we are able to derive more and more biologically useful information from diverse human biospecimens, these many advances are informing and transforming the practice of cancer pathology. Copyright © 2018 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
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Affiliation(s)
- David G Huntsman
- Departments of Pathology and Laboratory Medicine, and Obstetrics and Gynaecology, University of British Columbia, Vancouver, Canada
| | - Marc Ladanyi
- Department of Pathology and Human Oncology & Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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29
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Abstract
PURPOSE OF REVIEW Next-generation sequencing is becoming more accessible. This review focuses on the clinical application of somatic and germline sequencing to genitourinary oncology. RECENT FINDINGS Germline variants have been increasingly recognized as contributing to the development of genitourinary malignancies, particularly in patients with advanced disease. A variety of commercial and institutional technologies are in use to detect variants, with newer tools focused on integrating these results into the clinical workflow. SUMMARY DNA sequencing is becoming a valuable tool in caring for patients with genitourinary malignancies. Performing both somatic and germline sequencing will likely become standard practice. Interpretation and clinical application of these results can be challenging and often requires multidisciplinary expertise.
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30
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Reed EK, Steinmark L, Seibert DC, Edelman E. Somatic Testing: Implications for Targeted Treatment. Semin Oncol Nurs 2019; 35:22-33. [PMID: 30660356 DOI: 10.1016/j.soncn.2018.12.009] [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: 10/27/2022]
Abstract
OBJECTIVE To provide an overview of key considerations for somatic testing for the purpose of targeting cancer treatment. DATA SOURCES Literature; research reports. CONCLUSION Genomic testing of cancer cells to identify variants that drive the carcinogenic process is becoming common in clinical settings. Providers and patients need to weigh the potential benefits of testing with technologic and logistic issues. IMPLICATIONS FOR NURSING PRACTICE Testing is available for thousands of genomic variants to identify one or more to guide targeted treatment. Oncology nurses need to understand the benefits and limitations of participating in patient-centered implementation of this testing.
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31
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Aradhya S, Nussbaum RL. Genetics in mainstream medicine: Finally within grasp to influence healthcare globally. Mol Genet Genomic Med 2018; 6:473-480. [PMID: 29807392 PMCID: PMC6081234 DOI: 10.1002/mgg3.415] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Accepted: 04/24/2018] [Indexed: 01/02/2023] Open
Abstract
A modern genomics ecosystem has emerged. This commentary describes recent trends in clinical genomics that enable its successful integration in mainstream medicine. The rapid expansion of clinical genomics will have a positive impact on the healthcare of individuals worldwide.
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Affiliation(s)
- Swaroop Aradhya
- InvitaeSan FranciscoCalifornia
- Adjunct clinical associate professorStanford University School of MedicineStanfordCalifornia
| | - Robert L. Nussbaum
- InvitaeSan FranciscoCalifornia
- Volunteer facultyUniversity of California San FranciscoSan FranciscoCalifornia
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