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Morales A, Moretz C, Ren S, Smith E, Callis TE, Hall T, Hatchell KE, Nussbaum RL, Regalado E, Rojahn S, Vatta M, Esplin ED, Murillo J. Real-World Genetic Testing Utilization Among Patients With Cardiomyopathy. Circ Genom Precis Med 2024; 17:e004028. [PMID: 38088168 DOI: 10.1161/circgen.122.004028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/22/2024]
Affiliation(s)
- Ana Morales
- Invitae Corporation, San Francisco, CA (A.M., C.M., T.E.C., K.E.H., R.L.N., E.R., S. Rojahn, M.V., E.D.E.)
| | - Chad Moretz
- Invitae Corporation, San Francisco, CA (A.M., C.M., T.E.C., K.E.H., R.L.N., E.R., S. Rojahn, M.V., E.D.E.)
| | - Sheng Ren
- Optum Labs, Eden Prairie, MN (S. Ren, E.S., T.H., J.M.)
| | | | - Thomas E Callis
- Invitae Corporation, San Francisco, CA (A.M., C.M., T.E.C., K.E.H., R.L.N., E.R., S. Rojahn, M.V., E.D.E.)
| | - Taryn Hall
- Optum Labs, Eden Prairie, MN (S. Ren, E.S., T.H., J.M.)
| | - Kathryn E Hatchell
- Invitae Corporation, San Francisco, CA (A.M., C.M., T.E.C., K.E.H., R.L.N., E.R., S. Rojahn, M.V., E.D.E.)
| | - Robert L Nussbaum
- Invitae Corporation, San Francisco, CA (A.M., C.M., T.E.C., K.E.H., R.L.N., E.R., S. Rojahn, M.V., E.D.E.)
| | - Ellen Regalado
- Invitae Corporation, San Francisco, CA (A.M., C.M., T.E.C., K.E.H., R.L.N., E.R., S. Rojahn, M.V., E.D.E.)
| | - Susan Rojahn
- Invitae Corporation, San Francisco, CA (A.M., C.M., T.E.C., K.E.H., R.L.N., E.R., S. Rojahn, M.V., E.D.E.)
| | - Matteo Vatta
- Invitae Corporation, San Francisco, CA (A.M., C.M., T.E.C., K.E.H., R.L.N., E.R., S. Rojahn, M.V., E.D.E.)
| | - Edward D Esplin
- Invitae Corporation, San Francisco, CA (A.M., C.M., T.E.C., K.E.H., R.L.N., E.R., S. Rojahn, M.V., E.D.E.)
| | - Jaime Murillo
- Optum Labs, Eden Prairie, MN (S. Ren, E.S., T.H., J.M.)
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Chen E, Facio FM, Aradhya KW, Rojahn S, Hatchell KE, Aguilar S, Ouyang K, Saitta S, Hanson-Kwan AK, Capurro NN, Takamine E, Jamuar SS, McKnight D, Johnson B, Aradhya S. Rates and Classification of Variants of Uncertain Significance in Hereditary Disease Genetic Testing. JAMA Netw Open 2023; 6:e2339571. [PMID: 37878314 PMCID: PMC10600581 DOI: 10.1001/jamanetworkopen.2023.39571] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 09/12/2023] [Indexed: 10/26/2023] 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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Affiliation(s)
- Elaine Chen
- Invitae Corporation, San Francisco, California
| | | | | | | | | | | | | | - Sulagna Saitta
- Division of Clinical Genetics, Departments of Pediatrics and Obstetrics and Gynecology, David Geffen School of Medicine at UCLA, Los Angeles, California
| | | | - Nicole Nakousi Capurro
- School of Medicine, University of Valparaíso, Valparaíso, Chile
- Facultad de Medicina, Universidad Andrés Bello, Viña del Mar, Chile
| | - Eriko Takamine
- Department of Medical Genetics, Tokyo Medical and Dental University Hospital, Tokyo, Japan
| | - Saumya Shekhar Jamuar
- Genetics Service, KK Women’s and Children’s Hospital, Singapore
- SingHealth Duke-NUS Institute of Precision Medicine, Singapore
| | | | | | - Swaroop Aradhya
- Invitae Corporation, San Francisco, California
- Department of Pathology, Stanford University, Stanford, California
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Shore N, Gazi M, Pieczonka C, Heron S, Modh R, Cahn D, Belkoff LH, Berger A, Mazzarella B, Veys J, Idom C, Morris D, Jayram G, Engelman A, Bukkapatnam R, Dato P, Bevan-Thomas R, Cornell R, Wise DR, Hardwick MK, Hernandez RD, Rojahn S, Layman P, Hatchell KE, Heald B, Nussbaum RL, Nielsen SM, Esplin ED. Efficacy of National Comprehensive Cancer Network Guidelines in Identifying Pathogenic Germline Variants Among Unselected Patients with Prostate Cancer: The PROCLAIM Trial. Eur Urol Oncol 2023; 6:477-483. [PMID: 37574391 DOI: 10.1016/j.euo.2023.07.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 06/07/2023] [Accepted: 07/12/2023] [Indexed: 08/15/2023]
Abstract
BACKGROUND Prostate cancer (PCa) patients with pathogenic/likely pathogenic germline variants (PGVs) in cancer predisposition genes may be eligible for U.S. Food and Drug Administration-approved targeted therapies, clinical trials, or enhanced screening. Studies suggest that eligible patients are missing genetics-informed care due to restrictive testing criteria. OBJECTIVE To establish the prevalence of actionable PGVs among prospectively accrued, unselected PCa patients, stratified by their guideline eligibility. DESIGN, SETTING, AND PARTICIPANTS Consecutive, unselected PCa patients were enrolled at 15 sites in the USA from October 2019 to August 2021, and had multigene cancer panel testing. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Correlates between the prevalence of PGVs and clinician-reported demographic and clinical characteristics were examined. RESULTS AND LIMITATIONS Among 958 patients (median [quartiles] age at diagnosis 65 [60, 71] yr), 627 (65%) had low- or intermediate-risk disease (grade group 1, 2, or 3). A total of 77 PGVs in 17 genes were identified in 74 patients (7.7%, 95% confidence interval [CI] 6.2-9.6%). No significant difference was found in the prevalence of PGVs among patients who met the 2019 National Comprehensive Cancer Network Prostate criteria (8.8%, 43/486, 95% CI 6.6-12%) versus those who did not (6.6%, 31/472, 95% CI 4.6-9.2%; odds ratio 1.38, 95% CI 0.85-2.23), indicating that these criteria would miss 42% of patients (31/74, 95% CI 31-53%) with PGVs. The criteria were less effective at predicting PGVs in patients from under-represented populations. Most PGVs (81%, 60/74) were potentially clinically actionable. Limitations include the inability to stratify analyses based on individual ethnicity due to low numbers of non-White patients with PGVs. CONCLUSIONS Our results indicate that almost half of PCa patients with PGVs are missed by current testing guidelines. Comprehensive germline genetic testing should be offered to all patients with PCa. PATIENT SUMMARY One in 13 patients with prostate cancer carries an inherited variant that may be actionable for the patient's current care or prevention of future cancer, and could benefit from expanded testing criteria.
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Affiliation(s)
- Neal Shore
- Carolina Urologic Research Center, Myrtle Beach, SC, USA.
| | - Mukaram Gazi
- University Urology Associates of New Jersey, Hamilton, NJ, USA
| | | | - Sean Heron
- Advanced Urology Institute, St. Petersburg, FL, USA
| | - Rishi Modh
- Advanced Urology Institute, St. Petersburg, FL, USA
| | | | | | - Aaron Berger
- Associated Urological Specialists, Chicago Ridge, IL, USA
| | | | | | | | | | | | | | | | - Paul Dato
- Genesis Healthcare Partners, San Diego, CA, USA
| | | | | | - David R Wise
- Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | | | - Ryan D Hernandez
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA
| | | | | | | | | | - Robert L Nussbaum
- Invitae Corporation, San Francisco, CA, USA; Volunteer Faculty, University of California San Francisco, San Francisco, CA, USA
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Truty R, Rojahn S, Ouyang K, Kautzer C, Kennemer M, Pineda-Alvarez D, Johnson B, Stafford A, Basel-Salmon L, Saitta S, Slavotinek A, Chandrasekharappa SC, Suarez CJ, Burnett L, Nussbaum RL, Aradhya S. Patterns of mosaicism for sequence and copy-number variants discovered through clinical deep sequencing of disease-related genes in one million individuals. Am J Hum Genet 2023; 110:551-564. [PMID: 36933558 PMCID: PMC10119133 DOI: 10.1016/j.ajhg.2023.02.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 02/23/2023] [Indexed: 03/19/2023] Open
Abstract
DNA variants that arise after conception can show mosaicism, varying in presence and extent among tissues. Mosaic variants have been reported in Mendelian diseases, but further investigation is necessary to broadly understand their incidence, transmission, and clinical impact. A mosaic pathogenic variant in a disease-related gene may cause an atypical phenotype in terms of severity, clinical features, or timing of disease onset. Using high-depth sequencing, we studied results from one million unrelated individuals referred for genetic testing for almost 1,900 disease-related genes. We observed 5,939 mosaic sequence or intragenic copy number variants distributed across 509 genes in nearly 5,700 individuals, constituting approximately 2% of molecular diagnoses in the cohort. Cancer-related genes had the most mosaic variants and showed age-specific enrichment, in part reflecting clonal hematopoiesis in older individuals. We also observed many mosaic variants in genes related to early-onset conditions. Additional mosaic variants were observed in genes analyzed for reproductive carrier screening or associated with dominant disorders with low penetrance, posing challenges for interpreting their clinical significance. When we controlled for the potential involvement of clonal hematopoiesis, most mosaic variants were enriched in younger individuals and were present at higher levels than in older individuals. Furthermore, individuals with mosaicism showed later disease onset or milder phenotypes than individuals with non-mosaic variants in the same genes. Collectively, the large compendium of variants, disease correlations, and age-specific results identified in this study expand our understanding of the implications of mosaic DNA variation for diagnosis and genetic counseling.
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Affiliation(s)
- Rebecca Truty
- Invitae, 1400 16th Street, San Francisco, CA 94103, USA
| | - Susan Rojahn
- Invitae, 1400 16th Street, San Francisco, CA 94103, USA
| | - Karen Ouyang
- Invitae, 1400 16th Street, San Francisco, CA 94103, USA
| | | | | | | | - Britt Johnson
- Invitae, 1400 16th Street, San Francisco, CA 94103, USA
| | | | - Lina Basel-Salmon
- Rabin Medical Center-Beilinson Hospital and Schneider Children's Medical Center of Israel, Petach Tikva, Israel; Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel; Felsenstein Medical Research Center, Petach Tikva, Israel
| | - Sulagna Saitta
- Division of Clinical Genetics, Departments of Pediatrics and Obstetrics and Gynecology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Anne Slavotinek
- Division of Human Genetics, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Settara C Chandrasekharappa
- Cancer Genetics and Comparative Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Carlos Jose Suarez
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94301, USA
| | | | - Robert L Nussbaum
- Invitae, 1400 16th Street, San Francisco, CA 94103, USA; School of Medicine, University of California - San Francisco, San Francisco, CA, USA
| | - Swaroop Aradhya
- Invitae, 1400 16th Street, San Francisco, CA 94103, USA; Department of Pathology, Stanford University School of Medicine, Stanford, CA 94301, USA.
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Rojahn S, Hambuch T, Adrian J, Gafni E, Gileta A, Hatchell H, Johnson B, Kallman B, Karfilis K, Kautzer C, Kennemer M, Kirk L, Kvitek D, Lettes J, Macrae F, Mendez F, Paul J, Pellegrino M, Preciado R, Risinger J, Schultz M, Spurka L, Swamy S, Truty R, Usem N, Velenich A, Aradhya S. Scalable detection of technically challenging variants through modified next-generation sequencing. Mol Genet Genomic Med 2022; 10:e2072. [PMID: 36251442 PMCID: PMC9747563 DOI: 10.1002/mgg3.2072] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 09/23/2022] [Accepted: 09/30/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Some clinically important genetic variants are not easily evaluated with next-generation sequencing (NGS) methods due to technical challenges arising from high- similarity copies (e.g., PMS2, SMN1/SMN2, GBA1, HBA1/HBA2, CYP21A2), repetitive short sequences (e.g., ARX polyalanine repeats, FMR1 AGG interruptions in CGG repeats, CFTR poly-T/TG repeats), and other complexities (e.g., MSH2 Boland inversions). METHODS We customized our NGS processes to detect the technically challenging variants mentioned above with adaptations including target enrichment and bioinformatic masking of similar sequences. Adaptations were validated with samples of known genotypes. RESULTS Our adaptations provided high-sensitivity and high-specificity detection for most of the variants and provided a high-sensitivity primary assay to be followed with orthogonal disambiguation for the others. The sensitivity of the NGS adaptations was 100% for all of the technically challenging variants. Specificity was 100% for those in PMS2, GBA1, SMN1/SMN2, and HBA1/HBA2, and for the MSH2 Boland inversion; 97.8%-100% for CYP21A2 variants; and 85.7% for ARX polyalanine repeats. CONCLUSIONS NGS assays can detect technically challenging variants when chemistries and bioinformatics are jointly refined. The adaptations described support a scalable, cost-effective path to identifying all clinically relevant variants within a single sample.
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Johnson B, Ouyang K, Frank L, Truty R, Rojahn S, Morales A, Aradhya S, Nykamp K. Systematic use of phenotype evidence in clinical genetic testing reduces the frequency of variants of uncertain significance. Am J Med Genet A 2022; 188:2642-2651. [PMID: 35570716 PMCID: PMC9544038 DOI: 10.1002/ajmg.a.62779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 04/23/2022] [Indexed: 01/24/2023]
Abstract
Guidelines for variant interpretation include criteria for incorporating phenotype evidence, but this evidence is inconsistently applied. Systematic approaches to using phenotype evidence are needed. We developed a method for curating disease phenotypes as highly or moderately predictive of variant pathogenicity based on the frequency of their association with disease-causing variants. To evaluate this method's accuracy, we retrospectively reviewed variants with clinical classifications that had evolved from uncertain to definitive in genes associated with curated predictive phenotypes. To demonstrate the clinical validity and utility of this approach, we compared variant classifications determined with and without predictive phenotype evidence. The curation method was accurate for 93%-98% of eligible variants. Among variants interpreted using highly predictive phenotype evidence, the percentage classified as pathogenic or likely pathogenic was 80%, compared with 46%-54% had the evidence not been used. Positive results among individuals harboring variants with highly predictive phenotype-guided interpretations would have been missed in 25%-37% of diagnostic tests and 39%-50% of carrier screens had other approaches to phenotype evidence been used. In summary, predictive phenotype evidence associated with specific curated genes can be systematically incorporated into variant interpretation to reduce uncertainty and increase the clinical utility of genetic testing.
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Affiliation(s)
| | | | | | | | | | - Ana Morales
- Invitae CorporationSan FranciscoCaliforniaUSA
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Dellefave-Castillo LM, Cirino AL, Callis TE, Esplin ED, Garcia J, Hatchell KE, Johnson B, Morales A, Regalado E, Rojahn S, Vatta M, Nussbaum RL, McNally EM. Assessment of the Diagnostic Yield of Combined Cardiomyopathy and Arrhythmia Genetic Testing. JAMA Cardiol 2022; 7:966-974. [PMID: 35947370 PMCID: PMC9366660 DOI: 10.1001/jamacardio.2022.2455] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Importance Genetic testing can guide management of both cardiomyopathies and arrhythmias, but cost, yield, and uncertain results can be barriers to its use. It is unknown whether combined disease testing can improve diagnostic yield and clinical utility for patients with a suspected genetic cardiomyopathy or arrhythmia. Objective To evaluate the diagnostic yield and clinical management implications of combined cardiomyopathy and arrhythmia genetic testing through a no-charge, sponsored program for patients with a suspected genetic cardiomyopathy or arrhythmia. Design, Setting, and Participants This cohort study involved a retrospective review of DNA sequencing results for cardiomyopathy- and arrhythmia-associated genes. The study included 4782 patients with a suspected genetic cardiomyopathy or arrhythmia who were referred for genetic testing by 1203 clinicians; all patients participated in a no-charge, sponsored genetic testing program for cases of suspected genetic cardiomyopathy and arrhythmia at a single testing site from July 12, 2019, through July 9, 2020. Main Outcomes and Measures Positive gene findings from combined cardiomyopathy and arrhythmia testing were compared with findings from smaller subtype-specific gene panels and clinician-provided diagnoses. Results Among 4782 patients (mean [SD] age, 40.5 [21.3] years; 2551 male [53.3%]) who received genetic testing, 39 patients (0.8%) were Ashkenazi Jewish, 113 (2.4%) were Asian, 571 (11.9%) were Black or African American, 375 (7.8%) were Hispanic, 2866 (59.9%) were White, 240 (5.0%) were of multiple races and/or ethnicities, 138 (2.9%) were of other races and/or ethnicities, and 440 (9.2%) were of unknown race and/or ethnicity. A positive result (molecular diagnosis) was confirmed in 954 of 4782 patients (19.9%). Of those, 630 patients with positive results (66.0%) had the potential to inform clinical management associated with adverse clinical outcomes, increased arrhythmia risk, or targeted therapies. Combined cardiomyopathy and arrhythmia gene panel testing identified clinically relevant variants for 1 in 5 patients suspected of having a genetic cardiomyopathy or arrhythmia. If only patients with a high suspicion of genetic cardiomyopathy or arrhythmia had been tested, at least 137 positive results (14.4%) would have been missed. If testing had been restricted to panels associated with the clinician-provided diagnostic indications, 75 of 689 positive results (10.9%) would have been missed; 27 of 75 findings (36.0%) gained through combined testing involved a cardiomyopathy indication with an arrhythmia genetic finding or vice versa. Cascade testing of family members yielded 402 of 958 positive results (42.0%). Overall, 2446 of 4782 patients (51.2%) had only variants of uncertain significance. Patients referred for arrhythmogenic cardiomyopathy had the lowest rate of variants of uncertain significance (81 of 176 patients [46.0%]), and patients referred for catecholaminergic polymorphic ventricular tachycardia had the highest rate (48 of 76 patients [63.2%]). Conclusions and Relevance In this study, comprehensive genetic testing for cardiomyopathies and arrhythmias revealed diagnoses that would have been missed by disease-specific testing. In addition, comprehensive testing provided diagnostic and prognostic information that could have potentially changed management and monitoring strategies for patients and their family members. These results suggest that this improved diagnostic yield may outweigh the burden of uncertain results.
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Affiliation(s)
- Lisa M Dellefave-Castillo
- Center for Genetic Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Allison L Cirino
- Cardiovascular Division, Brigham and Women's Hospital, Boston, Massachusetts.,Institute of Health Professions, Massachusetts General Hospital, Boston
| | | | | | - John Garcia
- Invitae Corporation, San Francisco, California
| | | | | | - Ana Morales
- Invitae Corporation, San Francisco, California
| | | | | | | | | | - Elizabeth M McNally
- Center for Genetic Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
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Heald B, Mokhtary S, Nielsen SM, Rojahn S, Yang S, Michalski ST, Esplin ED. Unexpected actionable genetic variants revealed by multigene panel testing of patients with uterine cancer. Gynecol Oncol 2022; 166:344-350. [PMID: 35691755 DOI: 10.1016/j.ygyno.2022.05.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 05/09/2022] [Accepted: 05/28/2022] [Indexed: 01/17/2023]
Abstract
OBJECTIVE Hereditary uterine cancer (UC) is traditionally associated with pathogenic/likely pathogenic germline variants (PGVs) in Lynch syndrome genes or PTEN; however, growing evidence supports a role for other genes that may reveal new clinical management options. In this study we assessed the prevalence and potential clinical impact of PGVs identified in UC patients referred for comprehensive germline genetic testing that combined testing for Lynch syndrome, PTEN, and other cancer predisposition genes. METHODS Prevalence of PGVs in patients referred to a single clinical lab for germline genetic testing with an indication of uterine or endometrial cancer were retrospectively assessed and compared by syndrome type, patient age at testing, and self-reported ancestry. Potential clinical actionability of PGVs was based on established guidelines for clinical management, targeted therapies, and clinical trial eligibility. RESULTS PGVs were detected in 13.6% of the cohort (880/6490). PGVs were most frequently observed in Lynch syndrome genes (60.4%) and PTEN (1.5%), with 38.1% in another cancer predisposition gene (i.e., CHEK2, BRCA1/BRCA2). PGV prevalence was similar for patients <50 years and those ≥50 years (15.1% vs 13.2%). Nearly all PGVs (97.2%) were associated with guideline-recommended management, including cascade testing; 60.5% were associated with FDA-approved therapies; and 35.2% were associated with clinical trials. CONCLUSIONS Focusing germline testing on Lynch syndrome genes and PTEN and limiting testing to patients <50 years of age at diagnosis may overlook a substantial proportion of UC patients who harbor actionable PGVs. Universal comprehensive genetic testing of UC patients could benefit many patients and at-risk family members.
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Affiliation(s)
- Brandie Heald
- Invitae, 1400 16th Street, San Francisco, CA 94103, USA
| | - Sara Mokhtary
- Invitae, 1400 16th Street, San Francisco, CA 94103, USA
| | | | - Susan Rojahn
- Invitae, 1400 16th Street, San Francisco, CA 94103, USA
| | - Shan Yang
- Invitae, 1400 16th Street, San Francisco, CA 94103, USA
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Ashcraft K, Moretz C, Schenning C, Rojahn S, Vines Tanudtanud K, Magoncia GO, Reyes J, Marquez B, Guo Y, Erdemir ET, Hall TO. Unmanaged Pharmacogenomic and Drug Interaction Risk Associations with Hospital Length of Stay among Medicare Advantage Members with COVID-19: A Retrospective Cohort Study. J Pers Med 2021; 11:jpm11111192. [PMID: 34834543 PMCID: PMC8617857 DOI: 10.3390/jpm11111192] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 11/02/2021] [Accepted: 11/09/2021] [Indexed: 12/12/2022] Open
Abstract
Unmanaged pharmacogenomic and drug interaction risk can lengthen hospitalization and may have influenced the severe health outcomes seen in some COVID-19 patients. To determine if unmanaged pharmacogenomic and drug interaction risks were associated with longer lengths of stay (LOS) among patients hospitalized with COVID-19, we retrospectively reviewed medical and pharmacy claims from 6025 Medicare Advantage members hospitalized with COVID-19. Patients with a moderate or high pharmacogenetic interaction probability (PIP), which indicates the likelihood that testing would identify one or more clinically actionable gene–drug or gene–drug–drug interactions, were hospitalized for 9% (CI: 4–15%; p < 0.001) and 16% longer (CI: 8–24%; p < 0.001), respectively, compared to those with low PIP. Risk adjustment factor (RAF) score, a commonly used measure of disease burden, was not associated with LOS. High PIP was significantly associated with 12–22% longer LOS compared to low PIP in patients with hypertension, hyperlipidemia, diabetes, or chronic obstructive pulmonary disease (COPD). A greater drug–drug interaction risk was associated with 10% longer LOS among patients with two or three chronic conditions. Thus, unmanaged pharmacogenomic risk was associated with longer LOS in these patients and managing this risk has the potential to reduce LOS in severely ill patients, especially those with chronic conditions.
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Affiliation(s)
- Kristine Ashcraft
- Invitae Corporation, San Francisco, CA 94103, USA; (C.M.); (C.S.); (S.R.)
- Correspondence: ; Tel.: +1-415-374-7782
| | - Chad Moretz
- Invitae Corporation, San Francisco, CA 94103, USA; (C.M.); (C.S.); (S.R.)
| | | | - Susan Rojahn
- Invitae Corporation, San Francisco, CA 94103, USA; (C.M.); (C.S.); (S.R.)
| | - Kae Vines Tanudtanud
- OptumLabs at UnitedHealth Group, Minnetonka, MN 55343, USA; (K.V.T.); (G.O.M.); (J.R.); (B.M.); (Y.G.); (E.T.E.); (T.O.H.)
| | - Gwyn Omar Magoncia
- OptumLabs at UnitedHealth Group, Minnetonka, MN 55343, USA; (K.V.T.); (G.O.M.); (J.R.); (B.M.); (Y.G.); (E.T.E.); (T.O.H.)
| | - Justine Reyes
- OptumLabs at UnitedHealth Group, Minnetonka, MN 55343, USA; (K.V.T.); (G.O.M.); (J.R.); (B.M.); (Y.G.); (E.T.E.); (T.O.H.)
| | - Bernardo Marquez
- OptumLabs at UnitedHealth Group, Minnetonka, MN 55343, USA; (K.V.T.); (G.O.M.); (J.R.); (B.M.); (Y.G.); (E.T.E.); (T.O.H.)
| | - Yinglong Guo
- OptumLabs at UnitedHealth Group, Minnetonka, MN 55343, USA; (K.V.T.); (G.O.M.); (J.R.); (B.M.); (Y.G.); (E.T.E.); (T.O.H.)
| | - Elif Tokar Erdemir
- OptumLabs at UnitedHealth Group, Minnetonka, MN 55343, USA; (K.V.T.); (G.O.M.); (J.R.); (B.M.); (Y.G.); (E.T.E.); (T.O.H.)
| | - Taryn O. Hall
- OptumLabs at UnitedHealth Group, Minnetonka, MN 55343, USA; (K.V.T.); (G.O.M.); (J.R.); (B.M.); (Y.G.); (E.T.E.); (T.O.H.)
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Sturm AC, Truty R, Callis TE, Aguilar S, Esplin ED, Garcia S, Haverfield EV, Morales A, Nussbaum RL, Rojahn S, Vatta M, Rader DJ. Limited-Variant Screening vs Comprehensive Genetic Testing for Familial Hypercholesterolemia Diagnosis. JAMA Cardiol 2021; 6:902-909. [PMID: 34037665 PMCID: PMC8156154 DOI: 10.1001/jamacardio.2021.1301] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Question How many clinically significant variants for familial hypercholesterolemia would be missed by limited-variant screening conducted on microarrays? Findings In this cross-sectional review of comprehensive genetic test results for individuals with indications for familial hypercholesterolemia, a limited-variant screen was found to have a significantly lower detection rate (8.4%) than the comprehensive diagnostic test (27%). Meaning The results of this study suggest that clinically significant findings for familial hypercholesterolemia would be missed for two-thirds of affected individuals if limited-variant screening was used. Importance Familial hypercholesterolemia (FH) is the most common inherited cardiovascular disease and carries significant morbidity and mortality risks. Genetic testing can identify affected individuals, but some array-based assays screen only a small subset of known pathogenic variants. Objective To identify the number of clinically significant variants associated with FH that would be missed by an array-based, limited-variant screen when compared with next-generation sequencing (NGS)–based comprehensive testing. Design, Setting, and Participants This cross-sectional study compared comprehensive genetic test results for clinically significant variants associated with FH with results for a subset of 24 variants screened by a limited-variant array. Data were deidentified next-generation sequencing results from indication-based or proactive gene panels. Individuals receiving next-generation sequencing–based genetic testing, either for an FH indication between November 2015 and June 2020 or as proactive health screening between February 2016 and June 2020 were included. Ancestry was reported by clinicians who could select from preset options or enter free text on the test requisition form. Main Outcomes and Measures Number of pathogenic or likely pathogenic (P/LP) variants identified. Results This study included 4563 individuals who were referred for FH diagnostic testing and 6482 individuals who received next-generation sequencing of FH-associated genes as part of a proactive genetic test. Among individuals in the indication cohort, the median (interquartile range) age at testing was 49 (32-61) years, 55.4% (2528 of 4563) were female, and 63.6% (2902 of 4563) were self-reported White/Caucasian. In the indication cohort, the positive detection rate would have been 8.4% (382 of 4563) for a limited-variant screen compared with the 27.0% (1230 of 4563) observed with the next-generation sequencing–based comprehensive test. As a result, 68.9% (848 of 1230) of individuals with a P/LP finding in an FH-associated gene would have been missed by the limited screen. The potential for missed findings in the indication cohort varied by ancestry; among individuals with a P/LP finding, 93.7% (59 of 63) of self-reported Black/African American individuals and 84.7% (122 of 144) of Hispanic individuals would have been missed by the limited-variant screen, compared with 33.3% (4 of 12) of Ashkenazi Jewish individuals. In the proactive cohort, the prevalence of clinically significant FH variants was approximately 1:191 per the comprehensive test, and 61.8% (21 of 34) of individuals with an FH-associated P/LP finding would have been missed by a limited-variant screen. Conclusions and Relevance Limited-variant screens may falsely reassure the majority of individuals at risk for FH that they do not carry a disease-causing variant, especially individuals of self-reported Black/African American and Hispanic ancestry.
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Affiliation(s)
- Amy C Sturm
- Genomic Medicine Institute, Geisinger, Danville, Pennsylvania
| | | | | | | | | | | | | | | | | | | | | | - Daniel J Rader
- Department of Genetics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.,Cardiovascular Institute, Perelman School of Medicine at the University of Pennsylvania, Philadelphia
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Truty R, Ouyang K, Rojahn S, Garcia S, Colavin A, Hamlington B, Freivogel M, Nussbaum RL, Nykamp K, Aradhya S. Spectrum of splicing variants in disease genes and the ability of RNA analysis to reduce uncertainty in clinical interpretation. Am J Hum Genet 2021; 108:696-708. [PMID: 33743207 PMCID: PMC8059334 DOI: 10.1016/j.ajhg.2021.03.006] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 03/02/2021] [Indexed: 12/20/2022] Open
Abstract
The complexities of gene expression pose challenges for the clinical interpretation of splicing variants. To better understand splicing variants and their contribution to hereditary disease, we evaluated their prevalence, clinical classifications, and associations with diseases, inheritance, and functional characteristics in a 689,321-person clinical cohort and two large public datasets. In the clinical cohort, splicing variants represented 13% of all variants classified as pathogenic (P), likely pathogenic (LP), or variants of uncertain significance (VUSs). Most splicing variants were outside essential splice sites and were classified as VUSs. Among all individuals tested, 5.4% had a splicing VUS. If RNA analysis were to contribute supporting evidence to variant interpretation, we estimated that splicing VUSs would be reclassified in 1.7% of individuals in our cohort. This would result in a clinically significant result (i.e., P/LP) in 0.1% of individuals overall because most reclassifications would change VUSs to likely benign. In ClinVar, splicing VUSs were 4.8% of reported variants and could benefit from RNA analysis. In the Genome Aggregation Database (gnomAD), splicing variants comprised 9.4% of variants in protein-coding genes; most were rare, precluding unambiguous classification as benign. Splicing variants were depleted in genes associated with dominant inheritance and haploinsufficiency, although some genes had rare variants at essential splice sites or had common splicing variants that were most likely compatible with normal gene function. Overall, we describe the contribution of splicing variants to hereditary disease, the potential utility of RNA analysis for reclassifying splicing VUSs, and how natural variation may confound clinical interpretation of splicing variants.
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Affiliation(s)
| | - Karen Ouyang
- Invitae, 1400 16th St, San Francisco, CA 94103, USA
| | - Susan Rojahn
- Invitae, 1400 16th St, San Francisco, CA 94103, USA
| | - Sarah Garcia
- Invitae, 1400 16th St, San Francisco, CA 94103, USA
| | | | | | | | | | - Keith Nykamp
- Invitae, 1400 16th St, San Francisco, CA 94103, USA
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Vatta M, Truty R, Garcia J, Callis TE, Hatchell K, Rojahn S, Morales A, Aradhya S, Nussbaum R. Common Variants in KCNE1, KCNH2, and SCN5A May Impact Cardiac Arrhythmia Risk. Circ Genom Precis Med 2021; 14:e003206. [PMID: 33517668 DOI: 10.1161/circgen.120.003206] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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