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Grand RoundsWeekly Evidence Brief

Genetics

Edition

30-Second Takeaway

  • Functional evidence access and standardization are needed for reliable variant interpretation in hearing and vision genetics.
  • Population-based pathogenic-variant testing frequently changes breast screening recommendations compared with clinical risk models.
  • Harmonized phenotyping enables detectable common-variant signal and transferable polygenic scores for MDD.

Week ending June 6, 2026

Concise evidence summaries for genetics clinicians: functional assays, population testing, MDD genetics, PRS transfer learning, and meta-analysis models

Survey: functional assay use is inconsistent in hearing and vision genetics

COMMUNICATIONS MEDICINEMay 31, 2026

Experts (n=82) report frequent VUS in hearing and ocular genetics and inconsistent availability of functional data. Confidence is highest for transcript assays, patient-derived cell models, and computational predictors. Familiarity and trust are lower for non-mammalian models and high-throughput MAVEs. Respondents call for improved data accessibility, standardized evaluation guidelines, and training to integrate functional evidence clinically.

Pathogenic-variant testing reclassifies breast screening risk beyond clinical and polygenic models

JAMA ONCOLOGYMay 31, 2026

Among 712 women with pathogenic variants aged 40–74, most would not have been assigned high-risk screening by clinical risk or clinical plus polygenic risk alone. High-penetrance PV carriers (n=232) almost never (2 of 232) received the same high-risk assignment from clinical plus polygenic risk. Many younger carriers (63.8% of ages 40–49) would have been deferred until age 50 by clinical-plus-PRS algorithms. Population-based PV testing therefore identifies high-risk women missed by standard clinical or PRS-informed models.

Harmonized DSM phenotyping yields replicable common-variant signal in MDD

MOLECULAR PSYCHIATRYJun 3, 2026

A GWAS mega-analysis of 64,941 Dutch participants (25.7% cases) found SNP-based liability heritability around 12% by LDSC. Genetic correlation with the PGC major depression GWAS was high (rG = 0.89), and polygenic scores transferred between cohorts. A single genome-wide significant locus near PALMD was identified but lacks independent replication. Within-family analyses suggest limited confounding of polygenic prediction in this harmonized sample.

References

Numbered in order of appearance. Click any reference to view details.

Additional Reads

Optional additional studies from this edition.

Edition context

Clinical signal

  • When interpreting hearing or ocular VUS, expect limited or inconsistent functional data and document assay provenance.
  • Consider offering population-based PV testing in risk-stratified breast screening programs to identify clinically missed high-risk women.
  • Use PRS cautiously in small cohorts; consider transfer-learning (ePRS) methods for refined prediction with phenotypically homogenous samples.