Intelligence is inversely associated with schizophrenia (SCZ) and bipolar disorder (BD); it remains unclear whether low intelligence is a cause or consequence. We investigated causal associations of intelligence with SCZ or BD risk and a shared risk between SCZ and BD and SCZ-specific risk. To estimate putative causal associations, we performed multi-single nucleotide polymorphism (SNP) Mendelian randomization (MR) using generalized summary-data-based MR (GSMR). Summary-level datasets from five GWASs (intelligence, SCZ vs. control [CON], BD vs. CON, SCZ+BD vs. CON, and SCZ vs. BD; sample sizes of up to 269,867) were utilized. A strong bidirectional association between risks for SCZ and BD was observed (odds ratio; ORSCZ→BD=1.47, p=2.89×10-41, ORBD→SCZ=1.44, p=1.85×10-52). Low intelligence was bidirectionally associated with a high risk for SCZ, with a stronger effect of intelligence on SCZ risk (ORlower intelligence → SCZ=1.62, p=3.23×10-14) than the reverse (ORSCZ→lower intelligence=1.06, p=3.70×10-23). Furthermore, low intelligence affected a shared risk between SCZ and BD (OR lower intelligence → SCZ+BD=1.23, p=3.41×10-5) and SCZ-specific risk (ORlower intelligence → SCZvsBD=1.64, p=9.72×10-10); the shared risk (ORSCZ+BD→lower intelligence=1.04, p=3.09×10-14) but not SCZ-specific risk (ORSCZvsBD→lower intelligence=1.00, p=0.88) weakly affected low intelligence. Conversely, there was no significant causal association between intelligence and BD risk (p>0.05). These findings support observational studies showing that patients with SCZ display impairment in premorbid intelligence and intelligence decline. Moreover, a shared factor between SCZ and BD might contribute to impairment in premorbid intelligence and intelligence decline but SCZ-specific factors might be affected by impairment in premorbid intelligence. We suggest that patients with these genetic factors should be categorized as having a cognitive disorder SCZ or BD subtype.
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