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Updated: Feb 16, 2026

Determining the Likelihood of Variant Pathogenicity Using Amino Acid-level Signal-to-Noise Analysis of Genetic Variation
Published on: January 16, 2019
Clinically impactful differences in variant interpretation between clinicians and testing laboratories: a
Austin Bland1, Elizabeth A Harrington1, Kyla Dunn1,2
1Stanford Center for Inherited Cardiovascular Disease, Stanford University, Stanford, California, USA.
Clinician and genetic testing laboratory variant classifications frequently differ, impacting patient care. Clinicians often adopt a more conservative approach, classifying variants as less likely to be pathogenic.
Area of Science:
- Genetics
- Clinical Diagnostics
- Bioinformatics
Background:
- Accurate variant classification is crucial for diagnosing inherited cardiovascular diseases.
- Discrepancies between clinical interpretation and laboratory findings can affect patient management.
- Existing databases like ClinVar aggregate variant information but may contain conflicting interpretations.
Purpose of the Study:
- To quantify the frequency of disagreements in variant classifications between clinical teams and genetic testing laboratories.
- To analyze the nature and clinical significance of these classification differences.
- To compare clinician-based classifications with laboratory and ClinVar data.
Main Methods:
- Retrospective review of genetic test results from the Stanford Center for Inherited Cardiovascular Disease.
- Comparison of variant classifications provided by ordering clinicians, testing laboratories, and ClinVar.
- Statistical analysis to identify factors associated with classification discordance.
Main Results:
- 18% of laboratory classifications (124/688) differed from clinician classifications.
- The majority of discordant classifications (83%) were clinically significant.
- Clinicians were more conservative in 66% of discordant cases (82/124).
- Clinician classifications showed discordance with ClinVar in 49.1% of cases, compared to 82.5% for testing laboratories.
Conclusions:
- Significant discordance exists between clinical and laboratory variant classifications, similar to inter-laboratory disagreements.
- These discrepancies often have clinical implications, necessitating careful interpretation.
- Clinicians tend to be more conservative in their variant classifications than testing laboratories.
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