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. 2023 Oct 2;6(10):e2339571.
doi: 10.1001/jamanetworkopen.2023.39571.

Rates and Classification of Variants of Uncertain Significance in Hereditary Disease Genetic Testing

Affiliations

Rates and Classification of Variants of Uncertain Significance in Hereditary Disease Genetic Testing

Elaine Chen et al. JAMA Netw Open. .

Abstract

Importance: Variants of uncertain significance (VUSs) are rampant in clinical genetic testing, frustrating clinicians, patients, and laboratories because the uncertainty hinders diagnoses and clinical management. A comprehensive assessment of VUSs across many disease genes is needed to guide efforts to reduce uncertainty.

Objective: To describe the sources, gene distribution, and population-level attributes of VUSs and to evaluate the impact of the different types of evidence used to reclassify them.

Design, setting, and participants: This cohort study used germline DNA variant data from individuals referred by clinicians for diagnostic genetic testing for hereditary disorders. Participants included individuals for whom gene panel testing was conducted between September 9, 2014, and September 7, 2022. Data were analyzed from September 1, 2022, to April 1, 2023.

Main outcomes and measures: The outcomes of interest were VUS rates (stratified by age; clinician-reported race, ethnicity, and ancestry groups; types of gene panels; and variant attributes), percentage of VUSs reclassified as benign or likely benign vs pathogenic or likely pathogenic, and enrichment of evidence types used for reclassifying VUSs.

Results: The study cohort included 1 689 845 individuals ranging in age from 0 to 89 years at time of testing (median age, 50 years), with 1 203 210 (71.2%) female individuals. There were 39 150 Ashkenazi Jewish individuals (2.3%), 64 730 Asian individuals (3.8%), 126 739 Black individuals (7.5%), 5539 French Canadian individuals (0.3%), 169 714 Hispanic individuals (10.0%), 5058 Native American individuals (0.3%), 2696 Pacific Islander individuals (0.2%), 4842 Sephardic Jewish individuals (0.3%), and 974 383 White individuals (57.7%). Among all individuals tested, 692 227 (41.0%) had at least 1 VUS and 535 385 (31.7%) had only VUS results. The number of VUSs per individual increased as more genes were tested, and most VUSs were missense changes (86.6%). More VUSs were observed per sequenced gene in individuals who were not from a European White population, in middle-aged and older adults, and in individuals who underwent testing for disorders with incomplete penetrance. Of 37 699 unique VUSs that were reclassified, 30 239 (80.2%) were ultimately categorized as benign or likely benign. A mean (SD) of 30.7 (20.0) months elapsed for VUSs to be reclassified to benign or likely benign, and a mean (SD) of 22.4 (18.9) months elapsed for VUSs to be reclassified to pathogenic or likely pathogenic. Clinical evidence contributed most to reclassification.

Conclusions and relevance: This cohort study of approximately 1.6 million individuals highlighted the need for better methods for interpreting missense variants, increased availability of clinical and experimental evidence for variant classification, and more diverse representation of race, ethnicity, and ancestry groups in genomic databases. Data from this study could provide a sound basis for understanding the sources and resolution of VUSs and navigating appropriate next steps in patient care.

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Conflict of interest statement

Conflict of Interest Disclosures: Dr Chen reported owning stock in Invitae during the conduct of the study. Dr K. W. Aradhya reported owning stock in Invitae during the conduct of the study. Dr Rojahn reported owning stock in Invitae during the conduct of the study. Dr Hatchell reported owning stock in Invitae during the conduct of the study. Dr Aguilar reported owning stock in Invitae during the conduct of the study. Dr Ouyang reported owning stock in Invitae during the conduct of the study. Dr Takamine reported receiving personal fees from Finggal Link outside the submitted work. Dr Johnson reported receiving owning stock in Invitae during the conduct of the study. Dr S. Aradhya reported owning stock in Invitae during the conduct of the study. No other disclosures were reported.

Figures

Figure 1.
Figure 1.. Number of Genes Tested and Proportion of Variants of Uncertain Significance (VUSs)
A, Only 29 409 individuals (1.7%) were tested for a single gene; 16 448 individuals (1.0%) were tested for more than 400 genes and have been excluded from the x-axis. Of note, the 2 highest proportions of individuals tested, encompassing 47 genes and 84 genes, each, represent the 2 highest volume hereditary cancer panels. C, Slope of each line was calculated using a linear regression model, with the SE shown as shading around the line. Definitions of relevant terms are provided in the eAppendix in Supplement 1.
Figure 2.
Figure 2.. Variants of Uncertain Significance (VUSs) by Race, Ethnicity, and Ancestry (REA) Groups, Age, and by Clinical Areas
A and B, White individuals were used as the reference group for comparisons. B and C, Higher y-axis value reflects a lower VUS rate. C, Individuals tested at multiple ages (n = 8871) were treated as multiple individuals. Normalized VUS rates differed significantly among age groups (P < .001). Age group definitions are provided in the eAppendix in Supplement 1. aP < .001.
Figure 3.
Figure 3.. Distribution of Variants of Uncertain Significance (VUSs) by Genetic and Molecular Attributes
A, The total numbers of unique genes sequenced for each inheritance were 723 genes for autosomal dominant (AD), 1581 genes for autosomal recessive (AR), 467 genes for AD/AR, 157 genes for X-linked (XL), and 1 gene for Y-linked (YL). D, A total of 37 699 VUSs were reclassified. Variant type descriptions are provided in the eAppendix in Supplement 1.
Figure 4.
Figure 4.. Reclassification of Variants of Uncertain Significance (VUSs)
A, Each percentage was calculated using the total number of all-time unique VUSs in that clinical area as the denominator. B and C, Fold change for current VUSs was set at 1×. Evidence descriptions are provided in the eAppendix in Supplement 1. B/LB indicates benign or likely benign; P/LP, pathogenic or likely pathogenic; VUS, variant of uncertain significance.

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References

    1. Richards S, Aziz N, Bale S, et al. ; ACMG Laboratory Quality Assurance Committee . Standards and guidelines for the interpretation of sequence variants: a joint consensus recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology. Genet Med. 2015;17(5):405-424. doi:10.1038/gim.2015.30 - DOI - PMC - PubMed
    1. ACMG Board of Directors . Clinical utility of genetic and genomic services: a position statement of the American College of Medical Genetics and Genomics. Genet Med. 2015;17(6):505-507. doi:10.1038/gim.2015.41 - DOI - PubMed
    1. National Library of Medicine . ClinVar. Accessed September 19, 2023. https://www.ncbi.nlm.nih.gov/clinvar/
    1. Gould D, Walker R, Makari-Judson G, Seven M. Experiences of individuals with a variant of uncertain significance on genetic testing for hereditary cancer risks: a mixed method systematic review. J Community Genet. 2022;13(4):371-379. doi:10.1007/s12687-022-00600-4 - DOI - PMC - PubMed
    1. Reuter C, Chun N, Pariani M, Hanson-Kahn A. Understanding variants of uncertain significance in the era of multigene panels: through the eyes of the patient. J Genet Couns. 2019;28(4):878-886. doi:10.1002/jgc4.1130 - DOI - PubMed

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