Multi-stage integrative GWAS identified ACTN4, LARS, GSN, and C1orf135 as significant loci for young-onset HTN in Han Chinese, emphasizing ACTN4 as a robust cross-population candidate and demonstrating the value of combining multilocus association with gene expression analysis. Here, GSN is linked to hypertensive disorder.