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Updated: May 15, 2026

Determining the Likelihood of Variant Pathogenicity Using Amino Acid-level Signal-to-Noise Analysis of Genetic Variation
Published on: January 16, 2019
New population-based exome data are questioning the pathogenicity of previously cardiomyopathy-associated genetic
Charlotte Andreasen1, Jonas B Nielsen, Lena Refsgaard
1The Danish National Research Foundation Centre for Cardiac Arrhythmia, Copenhagen, Denmark.
Insights
Many genetic variants linked to hypertrophic (HCM), dilated (DCM), and arrhythmogenic right ventricular cardiomyopathy (ARVC) are not disease-causing. Our study found these variants are more common than expected, suggesting they are often benign and not true monogenic causes.
Area of Science:
- Genetics
- Cardiology
- Genomic Medicine
Background:
- Cardiomyopathies encompass diverse diseases with varied causes.
- Genetic factors are implicated in hypertrophic (HCM), dilated (DCM), and arrhythmogenic right ventricular cardiomyopathy (ARVC).
- The pathogenicity of many reported cardiomyopathy-associated genetic variants remains uncertain.
Purpose of the Study:
- To investigate the prevalence of known cardiomyopathy-associated variants in a large exome dataset.
- To identify potentially false-positive variants in genetic testing for HCM, DCM, and ARVC.
- To assess the actual genotype prevalence of these variants in the general population.
Main Methods:
- Searched the NHLBI-Go Exome Sequencing Project (ESP) for reported missense and nonsense variants associated with HCM, DCM, and ARVC.
- Analyzed variant frequencies in 6500 individuals within the ESP dataset.
- Utilized PolyPhen-2 predictions for missense variants and validated findings through genotyping in a control population.
Main Results:
- Identified significant percentages of previously reported variants (14% for HCM, 17% for DCM, 18% for ARVC) within the ESP.
- Observed genotype prevalences substantially higher than expected phenotype prevalences (e.g., 1:4 for HCM).
- Found an overrepresentation of benign-predicted variants among those present in the ESP.
Conclusions:
- A high proportion of variants associated with HCM, DCM, and ARVC may be benign and not causative.
- Current genotype prevalences for these cardiomyopathies are likely overestimated.
- Re-evaluation of variant interpretation is crucial for accurate genetic diagnosis of cardiomyopathies.
Abstract:
Cardiomyopathies are a heterogeneous group of diseases with various etiologies. We focused on three genetically determined cardiomyopathies: hypertrophic (HCM), dilated (DCM), and arrhythmogenic right ventricular cardiomyopathy (ARVC). Eighty-four genes have so far been associated with these cardiomyopathies, but the disease-causing effect of reported variants is often dubious. In order to identify possible false-positive variants, we investigated the prevalence of previously reported cardiomyopathy-associated variants in recently published exome data. We searched for reported missense and nonsense variants in the NHLBI-Go Exome Sequencing Project (ESP) containing exome data from 6500 individuals. In ESP, we identified 94 variants out of 687 (14%) variants previously associated with HCM, 58 out of 337 (17%) variants associated with DCM, and 38 variants out of 209 (18%) associated with ARVC. These findings correspond to a genotype prevalence of 1:4 for HCM, 1:6 for DCM, and 1:5 for ARVC. PolyPhen-2 predictions were conducted on all previously published cardiomyopathy-associated missense variants. We found significant overrepresentation of variants predicted as being benign among those present in ESP compared with the ones not present. In order to validate our findings, seven variants associated with cardiomyopathy were genotyped in a control population and this revealed frequencies comparable with the ones found in ESP. In conclusion, we identified genotype prevalences up to more than one thousand times higher than expected from the phenotype prevalences in the general population (HCM 1:500, DCM 1:2500, and ARVC 1:5000) and our data suggest that a high number of these variants are not monogenic causes of cardiomyopathy.
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