Systematic Reclassification of Variants of Uncertain Significance in a Clinical Nephrogenomics Program: Insights from the RAPIDS Collaboration
Abstract
A nationwide nephrologist-led genetic testing program for suspected monogenic glomerular disease and unexplained chronic kidney disease was implemented across four tertiary hospitals in Singapore. Initial testing yielded a genetic diagnosis in 11.5% probands, while 77 (18.4%) harboured variants of uncertain significance (VUS) that could explain their kidney disease (VUS-congruent). We evaluated a structured pipeline for reclassifying VUS-congruent to likely pathogenic or pathogenic (LP/P) to improve diagnostic yield and clinical utility. Probands with VUS-congruent were reviewed at monthly multidisciplinary genomic board meetings. A stepwise framework incorporated genotype–phenotype correlations (Step 1), then re-appraisal of existing evidence (Step 2) through review of population databases, literature and in-silico prediction. For VUS with high suspicion of pathogenicity (VUS-High), resolution strategies were recommended (Step 3), including familial variant-specific testing, deeper phenotyping, and functional studies. Primary outcome was the proportion of VUS-congruent reclassified to LP/P; secondary outcomes were improvements in diagnostic yield and clinical utility. Among 418 probands tested over 28 months, 77 (18.4%) had VUS-congruent. Step 2 reclassified 26/77 VUS-congruent to LP/P, with another 22/77 VUS-congruent stratified as VUS-High. Among these 22 recommended for Step 3, completed strategies were functional studies (n=8), segregation analysis (n=1), deeper phenotyping (n=1), phase determination (n=1) and combination strategies (n=6). This enabled VUS-High reclassification to LP/P for 16 additional probands. Overall, 42/77 probands (54.5%) had VUS-congruent reclassified to LP/P, increasing diagnostic yield from 11.5% to 21.5%. Among these, 28 (66.7%) experienced clinically meaningful management changes. A structured, multidisciplinary VUS resolution workflow enabled considerable VUS reclassification, nearly doubling the diagnostic yield.