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Updated: Jun 27, 2026

Determining the Likelihood of Variant Pathogenicity Using Amino Acid-level Signal-to-Noise Analysis of Genetic Variation
Published on: January 16, 2019
Carrier Frequencies of Medically Actionable Pathogenic Variants in the Russian Population
Yulia Suvorova1, Aleksandra Monakhova1, Nikolay Chekanov1
1Biotech Campus Limited Liability Company, 117437 Moscow, Russia.
Genomic sequencing identified clinically actionable secondary findings in 2.76% of healthy Russians. Cancer and cardiovascular conditions were most common, highlighting the importance of genetic screening in diverse populations.
Area of Science:
- Genomics
- Medical Genetics
- Population Health
Background:
- Genomic sequencing in healthy individuals can uncover clinically actionable secondary findings.
- Limited data exists on the prevalence of these findings in the Russian population.
Purpose of the Study:
- To determine the spectrum and frequency of secondary findings in a large cohort of healthy Russian volunteers.
- To analyze variants in genes associated with treatable monogenic diseases.
Main Methods:
- Whole-genome sequencing of 42,826 healthy Russian volunteers.
- Analysis focused on pathogenic/likely pathogenic variants in 81 ACMG SF v3.2 genes.
- Variant data cross-referenced with ClinVar database.
Main Results:
- Secondary findings were detected in 1186 participants (2.76%).
- Cancer (1.32%) and cardiovascular (1.05%) phenotypes were the most frequent categories.
- High-frequency genes included BRCA1, BRCA2, RYR1, and LDLR.
Conclusions:
- This study provides the first large-scale assessment of secondary findings in the Russian population.
- The prevalence of secondary findings underscores the clinical utility of genomic sequencing in healthy individuals.
- Further investigation of potential loss-of-function variants could increase the overall detection rate.
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