Multi-Ancestry Survival GWAS of Substance Use Initiation in the ABCD Study
This study leverages longitudinal survival analysis within the multi-ancestry ABCD Study to identify genetic variants associated with the timing of substance use initiation, demonstrating that incorporating developmental timing and diverse ancestry groups reveals significant genetic signals, including a genome-wide significant locus for nicotine, that are often missed by traditional binary outcome designs.