Genome-wide association study detected novel susceptibility genes for schizophrenia and shared trans-populations/diseases genetic effect

Genome-wide association studies (GWASs) have identified >100 susceptibility loci for schizophrenia (SCZ) and demonstrated that SCZ is a polygenic disorder determined by numerous genetic variants but with small effect size. We conducted a GWAS in the Japanese (JPN) population (a) to detect novel SCZ-susceptibility genes and (b) to examine the shared genetic risk of SCZ across (East Asian [EAS] and European [EUR]) populations and/or that of trans-diseases (SCZ, bipolar disorder [BD], and major depressive disorder [MDD]) within EAS and between EAS and EUR (trans-diseases/populations). Among the discovery GWAS subjects (JPN-SCZ GWAS: 1940 SCZ cases and 7408 controls) and replication dataset (4071 SCZ cases and 54 479 controls), both comprising JPN populations, 3 novel susceptibility loci for SCZ were identified: SPHKAP (P_best = 4.1 × 10⁻¹⁰), SLC38A3 (P_best = 5.7 × 10⁻¹⁰), and CABP1-ACADS (P_best = 9.8 × 10⁻⁹). Subsequent meta-analysis between our samples and those of the Psychiatric GWAS Consortium (PGC; EUR samples) and another study detected 12 additional susceptibility loci. Polygenic risk score (PRS) prediction revealed a shared genetic risk of SCZ across populations (P_best = 4.0 × 10⁻¹¹) and between SCZ and BD in the JPN population (P ~ 10⁻⁴⁰); however, a lower variance-explained was noted between JPN-SCZ GWAS and PGC-BD or MDD within/across populations. Genetic correlation analysis supported the PRS results; the genetic correlation between JPN-SCZ and PGC-SCZ was ρ = 0.58, whereas a similar/ lower correlation was observed between the trans-diseases (JPN-SCZ vs JPN-BD/EAS-MDD, r_g = 0.56/0.29) or trans-diseases/populations (JPN-SCZ vs PGC-BD/MDD, ρ = 0.38/0.12). In conclusion, (a) Fifteen novel loci are possible susceptibility genes for SCZ and (b) SCZ “risk” effect is shared with other psychiatric disorders even across populations.