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Longoni M, Bhasin K, Ward A, Lee D, Nisson M, Bhatt S, Rodriguez F, Dash R. Real-world utilization of guideline-directed genetic testing in inherited cardiovascular diseases. Front Cardiovasc Med 2023; 10:1272433. [PMID: 37915745 PMCID: PMC10616303 DOI: 10.3389/fcvm.2023.1272433] [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: 08/04/2023] [Accepted: 09/29/2023] [Indexed: 11/03/2023] Open
Abstract
Background Cardiovascular disease continues to be the leading cause of death globally. Clinical practice guidelines aimed at improving disease management and positively impacting major cardiac adverse events recommend genetic testing for inherited cardiovascular conditions such as dilated cardiomyopathy (DCM), hypertrophic cardiomyopathy (HCM), long QT syndrome (LQTS), hereditary amyloidosis, and familial hypercholesterolemia (FH); however, little is known about how consistently practitioners order genetic testing for these conditions in routine clinical practice. This study aimed to assess the adoption of guideline-directed genetic testing for patients diagnosed with DCM, HCM, LQTS, hereditary amyloidosis, or FH. Methods This retrospective cohort study captured real-world evidence of genetic testing from ICD-9-CM and ICD-10-CM codes, procedure codes, and structured text fields of de-identified patient records in the Veradigm Health Insights Ambulatory EHR Research Database linked with insurance claims data. Data analysis was conducted using an automated electronic health record analysis engine. Patient records in the Veradigm database were sourced from more than 250,000 clinicians serving over 170 million patients in outpatient primary care and specialty practice settings in the United States and linked insurance claims data from public and private insurance providers. The primary outcome measure was evidence of genetic testing within six months of condition diagnosis. Results Between January 1, 2017, and December 31, 2021, 224,641 patients were newly diagnosed with DCM, HCM, LQTS, hereditary amyloidosis, or FH and included in this study. Substantial genetic testing care gaps were identified. Only a small percentage of patients newly diagnosed with DCM (827/101,919; 0.8%), HCM (253/15,507; 1.6%), LQTS (650/56,539; 1.2%), hereditary amyloidosis (62/1,026; 6.0%), or FH (718/49,650; 1.5%) received genetic testing. Conclusions Genetic testing is underutilized across multiple inherited cardiovascular conditions. This real-world data analysis provides insights into the delivery of genomic healthcare in the United States and suggests genetic testing guidelines are rarely followed in practice.
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Affiliation(s)
- Mauro Longoni
- Global Medical Affairs Organization, Illumina, Inc., San Diego, CA, United States
| | | | | | | | | | - Sucheta Bhatt
- Global Medical Affairs Organization, Illumina, Inc., San Diego, CA, United States
| | - Fatima Rodriguez
- HealthPals Inc., Redwood, CA, United States
- Division of Cardiovascular Medicine and Cardiovascular Institute, Stanford University, Stanford, CA, United States
| | - Rajesh Dash
- HealthPals Inc., Redwood, CA, United States
- Division of Cardiovascular Medicine and Cardiovascular Institute, Stanford University, Stanford, CA, United States
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Aldinc E, Campbell C, Gustafsson F, Beveridge A, Macey R, Marr L, Summers C, Zhang D. Musculoskeletal manifestations associated with transthyretin-mediated (ATTR) amyloidosis: a systematic review. BMC Musculoskelet Disord 2023; 24:751. [PMID: 37740174 PMCID: PMC10517539 DOI: 10.1186/s12891-023-06853-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 09/04/2023] [Indexed: 09/24/2023] Open
Abstract
BACKGROUND Hereditary and wild-type transthyretin-mediated (ATTRv and ATTRwt) amyloidoses result from the misfolding of transthyretin and aggregation of amyloid plaques in multiple organ systems. Diagnosis of ATTR amyloidosis is often delayed due to its heterogenous and non-specific presentation. This review investigates the association of musculoskeletal (MSK) manifestations with ATTR amyloidosis and the delay from the onset of these manifestations to the diagnosis of ATTR amyloidosis. METHODS This systematic review utilized Medline and EMBASE databases. Search criteria were outlined using a pre-specified patient, intervention, comparator, outcome, time, study (PICOTS) criteria and included: amyloidosis, ATTR, and MSK manifestations. Publication quality was assessed utilizing Joanna Briggs Institute (JBI) critical appraisal checklists. The search initially identified 7,139 publications, 164 of which were included. PICOTS criteria led to the inclusion of epidemiology, clinical burden and practice, pathophysiology, and temporality of MSK manifestations associated with ATTR amyloidosis. 163 publications reported on ATTR amyloidosis and MSK manifestations, and 13 publications reported on the delay in ATTR amyloidosis diagnosis following the onset of MSK manifestations. RESULTS The MSK manifestation most frequently associated with ATTR amyloidosis was carpal tunnel syndrome (CTS); spinal stenosis (SS) and osteoarthritis (OA), among others, were also identified. The exact prevalence of different MSK manifestations in patients with ATTR amyloidosis remains unclear, as a broad range of prevalence estimates were reported. Moreover, the reported prevalence of MSK manifestations showed no clear trend or distinction in association between ATTRv and ATTRwt amyloidosis. MSK manifestations precede the diagnosis of ATTR amyloidosis by years, and there was substantial variation in the reported delay to ATTR amyloidosis diagnosis. Reports do suggest a longer diagnostic delay in patients with ATTRv amyloidosis, with 2 to 12 years delay in ATTRv versus 1.3 to 1.9 years delay in ATTRwt amyloidosis. CONCLUSION These findings suggest that orthopedic surgeons may play a role in the early diagnosis of and treatment referrals for ATTR amyloidosis. Detection of MSK manifestations may enable earlier diagnosis and administration of effective treatments before disease progression occurs.
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Affiliation(s)
| | | | - Finn Gustafsson
- Rigshopsitalet, University of Copenhagen, Copenhagen, Denmark
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Abstract
Amyloidosis is a pathologic and clinical condition resulting from the accumulation of insoluble aggregates of misfolded proteins in tissues. Extracellular deposition of amyloid fibrils in the myocardium leads to cardiac amyloidosis, which is often overlooked as a cause of diastolic heart failure. Although cardiac amyloidosis was previously believed to have a poor prognosis, recent advances in diagnosis and treatment have emphasized the importance of early recognition and changed management of this condition. This article provides an overview of cardiac amyloidosis and summarizes current screening, diagnosis, evaluation, and treatment options.
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Affiliation(s)
- Michelle Weisfelner Bloom
- Division of Cardiology, Renaissance School of Medicine, State University of New York at Stony Brook, Stony Brook, New York (M.W.B.)
| | - Peter D Gorevic
- Division of Rheumatology, Renaissance School of Medicine, State University of New York at Stony Brook, Stony Brook, New York (P.D.G.)
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TTR Val142Ile: Bystander Genetic Finding or Diagnosis? Pediatr Cardiol 2023; 44:499-500. [PMID: 36607395 DOI: 10.1007/s00246-022-03085-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 12/21/2022] [Indexed: 01/07/2023]
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Mighton C, Shickh S, Aguda V, Krishnapillai S, Adi-Wauran E, Bombard Y. From the patient to the population: Use of genomics for population screening. Front Genet 2022; 13:893832. [PMID: 36353115 PMCID: PMC9637971 DOI: 10.3389/fgene.2022.893832] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 09/26/2022] [Indexed: 10/22/2023] Open
Abstract
Genomic medicine is expanding from a focus on diagnosis at the patient level to prevention at the population level given the ongoing under-ascertainment of high-risk and actionable genetic conditions using current strategies, particularly hereditary breast and ovarian cancer (HBOC), Lynch Syndrome (LS) and familial hypercholesterolemia (FH). The availability of large-scale next-generation sequencing strategies and preventive options for these conditions makes it increasingly feasible to screen pre-symptomatic individuals through public health-based approaches, rather than restricting testing to high-risk groups. This raises anew, and with urgency, questions about the limits of screening as well as the moral authority and capacity to screen for genetic conditions at a population level. We aimed to answer some of these critical questions by using the WHO Wilson and Jungner criteria to guide a synthesis of current evidence on population genomic screening for HBOC, LS, and FH.
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Affiliation(s)
- Chloe Mighton
- Genomics Health Services Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Salma Shickh
- Genomics Health Services Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Vernie Aguda
- Genomics Health Services Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Centre for Medical Education, School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Suvetha Krishnapillai
- Genomics Health Services Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Ella Adi-Wauran
- Genomics Health Services Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Yvonne Bombard
- Genomics Health Services Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
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Carry BJ, Young K, Fielden S, Kelly MA, Sturm AC, Avila JD, Martin CL, Kirchner HL, Fornwalt BK, Haggerty CM. Genomic Screening for Pathogenic Transthyretin Variants Finds Evidence of Underdiagnosed Amyloid Cardiomyopathy From Health Records. JACC CardioOncol 2021; 3:550-561. [PMID: 34746851 PMCID: PMC8543083 DOI: 10.1016/j.jaccao.2021.07.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 07/12/2021] [Accepted: 07/13/2021] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND New treatments for transthyretin amyloidosis improve survival, but diagnosis remains challenging. Pathogenic or likely pathogenic (P/LP) variants in the transthyretin (TTR) gene are one cause of transthyretin amyloidosis, and genomic screening has been proposed to identify at-risk individuals. However, data on disease features and penetrance are lacking to inform the utility of such population-based genomic screening for TTR. OBJECTIVES This study characterized the prevalence of P/LP variants in TTR identified through exome sequencing and the burden of associated disease from electronic health records for individuals with these variants from a large (N = 134,753), primarily European-ancestry cohort. METHODS We compared frequencies of common disease features and cardiac imaging findings between individuals with and without P/LP TTR variants. RESULTS We identified 157 of 134,753 (0.12%) individuals with P/LP TTR variants (43% male, median age 52 [Q1-Q3: 37-61] years). Seven P/LP variants accounted for all observations, the majority being V122I (p.V142I; 113, 0.08%). Approximately 60% (n = 91) of individuals with P/LP TTR variants (all V122I) had African ancestry. Diagnoses of amyloidosis were limited (2 of 157 patients), although related heart disease diagnoses, including cardiomyopathy and heart failure, were significantly increased in individuals with P/LP TTR variants who were aged >60 years. Fourteen percent (7 of 49) of individuals aged ≥60 or older with a P/LP TTR variant had heart disease and ventricular septal thickness >1.2 cm, only one of whom was diagnosed with amyloidosis. CONCLUSIONS Individuals with P/LP TTR variants identified by genomic screening have increased odds of heart disease after age 60 years, although amyloidosis is likely underdiagnosed without knowledge of the genetic variant.
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Key Words
- ATTR, transthyretin amyloidosis
- CI, confidence interval
- EHR, electronic health record
- HCC, hierarchical condition categories
- LP, likely pathogenic
- LV, left ventricle/ventricular
- OR, odds ratio
- P, pathogenic
- TTR, transthyretin
- amyloidosis
- cardiomyopathy
- electronic health records
- genomics
- hATTR, hereditary transthyretin amyloidosis
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Affiliation(s)
- Brendan J. Carry
- Heart Institute, Geisinger Medical Center, Danville, Pennsylvania, USA
| | - Katelyn Young
- Department of Internal Medicine, Geisinger Medical Center, Danville, Pennsylvania, USA
| | - Samuel Fielden
- Department of Translational Data Science and Informatics, Geisinger Medical Center, Danville, Pennsylvania, USA
| | - Melissa A. Kelly
- Genomic Medicine Institute, Geisinger Medical Center, Danville, Pennsylvania, USA
| | - Amy C. Sturm
- Heart Institute, Geisinger Medical Center, Danville, Pennsylvania, USA
- Genomic Medicine Institute, Geisinger Medical Center, Danville, Pennsylvania, USA
| | - J. David Avila
- Department of Neurology, Geisinger Medical Center, Danville, Pennsylvania, USA
| | - Christa L. Martin
- Genomic Medicine Institute, Geisinger Medical Center, Danville, Pennsylvania, USA
- Autism & Developmental Medicine Institute, Geisinger Medical Center, Danville, Pennsylvania, USA
| | - H. Lester Kirchner
- Department of Population Health Sciences, Geisinger Medical Center, Danville, Pennsylvania, USA
| | - Brandon K. Fornwalt
- Heart Institute, Geisinger Medical Center, Danville, Pennsylvania, USA
- Department of Translational Data Science and Informatics, Geisinger Medical Center, Danville, Pennsylvania, USA
- Department of Radiology, Geisinger Medical Center, Danville, Pennsylvania, USA
| | - Christopher M. Haggerty
- Heart Institute, Geisinger Medical Center, Danville, Pennsylvania, USA
- Department of Translational Data Science and Informatics, Geisinger Medical Center, Danville, Pennsylvania, USA
| | - Regeneron Genetics Center, Tarrytown, New York, USA
- Heart Institute, Geisinger Medical Center, Danville, Pennsylvania, USA
- Department of Internal Medicine, Geisinger Medical Center, Danville, Pennsylvania, USA
- Department of Translational Data Science and Informatics, Geisinger Medical Center, Danville, Pennsylvania, USA
- Genomic Medicine Institute, Geisinger Medical Center, Danville, Pennsylvania, USA
- Department of Neurology, Geisinger Medical Center, Danville, Pennsylvania, USA
- Autism & Developmental Medicine Institute, Geisinger Medical Center, Danville, Pennsylvania, USA
- Department of Population Health Sciences, Geisinger Medical Center, Danville, Pennsylvania, USA
- Department of Radiology, Geisinger Medical Center, Danville, Pennsylvania, USA
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Kontorovich AR, Abul-Husn NS. Retinol Binding Protein 4 as a Screening Biomarker for Hereditary TTR Amyloidosis in African American Adults With TTR V142I. J Card Fail 2021; 27:1020-1022. [PMID: 34051348 DOI: 10.1016/j.cardfail.2021.05.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 04/06/2021] [Accepted: 05/04/2021] [Indexed: 10/21/2022]
Affiliation(s)
- Amy R Kontorovich
- The Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine, New York, New York; The Mindich Child Health and Development Institute, Icahn School of Medicine, New York, New York; Division of Genomic Medicine, Department of Medicine, Icahn School of Medicine, New York, New York; The Institute for Genomic Health, Icahn School of Medicine, New York, New York.
| | - Noura S Abul-Husn
- Division of Genomic Medicine, Department of Medicine, Icahn School of Medicine, New York, New York; The Institute for Genomic Health, Icahn School of Medicine, New York, New York
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