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Handra J, Elbert A, Gazzaz N, Moller-Hansen A, Hyunh S, Lee HK, Boerkoel P, Alderman E, Anderson E, Clarke L, Hamilton S, Hamman R, Hughes S, Ip S, Langlois S, Lee M, Li L, Mackenzie F, Patel MS, Prentice LM, Sangha K, Sato L, Seath K, Seppelt M, Swenerton A, Warnock L, Zambonin JL, Boerkoel CF, Chin HL, Armstrong L. The practice of genomic medicine: A delineation of the process and its governing principles. Front Med (Lausanne) 2023; 9:1071348. [PMID: 36714130 PMCID: PMC9877428 DOI: 10.3389/fmed.2022.1071348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 12/23/2022] [Indexed: 01/13/2023] Open
Abstract
Genomic medicine, an emerging medical discipline, applies the principles of evolution, developmental biology, functional genomics, and structural genomics within clinical care. Enabling widespread adoption and integration of genomic medicine into clinical practice is key to achieving precision medicine. We delineate a biological framework defining diagnostic utility of genomic testing and map the process of genomic medicine to inform integration into clinical practice. This process leverages collaboration and collective cognition of patients, principal care providers, clinical genomic specialists, laboratory geneticists, and payers. We detail considerations for referral, triage, patient intake, phenotyping, testing eligibility, variant analysis and interpretation, counseling, and management within the utilitarian limitations of health care systems. To reduce barriers for clinician engagement in genomic medicine, we provide several decision-making frameworks and tools and describe the implementation of the proposed workflow in a prototyped electronic platform that facilitates genomic care. Finally, we discuss a vision for the future of genomic medicine and comment on areas for continued efforts.
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Affiliation(s)
- Julia Handra
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Adrienne Elbert
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Nour Gazzaz
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada,Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada,Department of Pediatrics, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Ashley Moller-Hansen
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Stephanie Hyunh
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Hyun Kyung Lee
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Pierre Boerkoel
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Emily Alderman
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Erin Anderson
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Lorne Clarke
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Sara Hamilton
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Ronnalea Hamman
- Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Shevaun Hughes
- Clinical Research Informatics, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Simon Ip
- Process & Systems Improvement, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Sylvie Langlois
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Mary Lee
- Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Laura Li
- Breakthrough Genomics, Irvine, CA, United States
| | - Frannie Mackenzie
- Women’s Health Research Institute, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Millan S. Patel
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Leah M. Prentice
- Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Karan Sangha
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Laura Sato
- Process & Systems Improvement, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Kimberly Seath
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Margaret Seppelt
- Process & Systems Improvement, Provincial Health Services Authority, Vancouver, BC, Canada
| | - Anne Swenerton
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Lynn Warnock
- Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Jessica L. Zambonin
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Cornelius F. Boerkoel
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
| | - Hui-Lin Chin
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada,Khoo Teck Puat-National University Children’s Medical Institute, National University Hospital, Singapore, Singapore,*Correspondence: Hui-Lin Chin,
| | - Linlea Armstrong
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada,Provincial Medical Genetics Program, British Columbia Women’s Hospital and Health Centre, Vancouver, BC, Canada
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Ng KWP, Chin HL, Chin AXY, Goh DLM. Using gene panels in the diagnosis of neuromuscular disorders: A mini-review. Front Neurol 2022; 13:997551. [PMID: 36313509 PMCID: PMC9602396 DOI: 10.3389/fneur.2022.997551] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 09/21/2022] [Indexed: 09/26/2023] Open
Abstract
The diagnosis of inherited neuromuscular disorders is challenging due to their genetic and phenotypic variability. Traditionally, neurophysiology and histopathology were primarily used in the initial diagnostic approach to these conditions. Sanger sequencing for molecular diagnosis was less frequently utilized as its application was a time-consuming and cost-intensive process. The advent and accessibility of next-generation sequencing (NGS) has revolutionized the evaluation process of genetically heterogenous neuromuscular disorders. Current NGS diagnostic testing approaches include gene panels, whole exome sequencing (WES), and whole genome sequencing (WGS). Gene panels are often the most widely used, being more accessible due to availability and affordability. In this mini-review, we describe the benefits and risks of clinical genetic testing. We also discuss the utility, benefits, challenges, and limitations of using gene panels in the evaluation of neuromuscular disorders.
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Affiliation(s)
- Kay W. P. Ng
- Division of Neurology, Department of Medicine, National University Hospital, Singapore, Singapore
| | - Hui-Lin Chin
- Division of Genetics and Metabolism, Department of Paediatrics, Khoo Teck Puat - National University Children's Medical Institute, National University Hospital, Singapore, Singapore
- Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Amanda X. Y. Chin
- Division of Neurology, Department of Medicine, National University Hospital, Singapore, Singapore
| | - Denise Li-Meng Goh
- Division of Genetics and Metabolism, Department of Paediatrics, Khoo Teck Puat - National University Children's Medical Institute, National University Hospital, Singapore, Singapore
- Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
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Cornthwaite M, Turner K, Armstrong L, Boerkoel C, Chang C, Lehman A, Nikkel SM, Patel MS, Van Allen M, Langlois S. Impact of variation in practice in the prenatal reporting of variants of uncertain significance by commercial laboratories: NEED FOR GREATER ADHERENCE TO PUBLISHED GUIDELINES. Prenat Diagn 2022; 42:1514-1524. [PMID: 36068917 DOI: 10.1002/pd.6232] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 08/26/2022] [Accepted: 08/27/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE To evaluate the impact of implementing commercial whole exome sequencing (WES) and targeted gene panel testing in pregnancies with fetal anomalies. METHODS A retrospective chart review of 124 patients with sequencing performed by commercial laboratories. RESULTS The diagnostic yield of WES and panel testing was 21.5% and 26% respectively, based on likely pathogenic (LP) or pathogenic (P) variants. Forty-two per cent of exomes and 32% of panels analyzed had one or more variant of uncertain significance (VUS) reported. A multidisciplinary in depth review of the fetal phenotype, disease phenotype, variant data, and, in some patients, additional prenatal or postnatal investigations increased the diagnostic yield by 5% for exome analysis and 6% for panel analysis. CONCLUSIONS The diagnostic yield of WES and panel testing combined was 23% based on LP and P variants. Although the reporting of VUS contributed to a 5% increase in diagnostic yield for WES and 6% for panels, the large number of VUS reported by commercial laboratories has significant resource implications. Our results support the need for greater adherence to the recommendations on the prenatal reporting of VUS and the importance of a multidisciplinary approach that brings together clinical and laboratory expertise in prenatal genetics and genomics. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- M Cornthwaite
- Department of Medical Genetics, University of British Columbia, Vancouver, Canada
| | - K Turner
- Department of Medical Genetics, University of British Columbia, Vancouver, Canada
| | - L Armstrong
- Department of Medical Genetics, University of British Columbia, Vancouver, Canada
| | - C Boerkoel
- Department of Medical Genetics, University of British Columbia, Vancouver, Canada
| | - C Chang
- Department of Medical Genetics, University of British Columbia, Vancouver, Canada
| | - A Lehman
- Department of Medical Genetics, University of British Columbia, Vancouver, Canada
| | - S M Nikkel
- Department of Medical Genetics, University of British Columbia, Vancouver, Canada
| | - M S Patel
- Department of Medical Genetics, University of British Columbia, Vancouver, Canada
| | - M Van Allen
- Department of Medical Genetics, University of British Columbia, Vancouver, Canada
| | - S Langlois
- Department of Medical Genetics, University of British Columbia, Vancouver, Canada
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