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Glucose and Insulin-Related Traits, Type 2 Diabetes and Risk of Schizophrenia: A Mendelian Randomization Study
Zhiqiang Li1, Peng Chen2, Jianhua Chen3
1The Affiliated Hospital of Qingdao University, The Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, No. 16 Jiangsu Road, Qingdao 266003, PR China; Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), the Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, No. 1954 Huashan Road, Shanghai 200030, PR China; Institute of Social Cognitive and Behavioral Sciences, Shanghai Jiao Tong University, No. 800 Dongchuan Road, Shanghai 200240, PR China; Institute of Neuropsychiatric Science and Systems Biological Medicine, Shanghai Jiao Tong University, No. 1954 Huashan Road, Shanghai 200030, PR China.
Background:
The link between schizophrenia and diabetes mellitus is well established by observational studies; however, the cause-effect relationship remains unclear.
Methods:
Here, we conducted Mendelian randomization analyses to assess a causal relationship of the genetic variants related to elevated fasting glucose levels, hemoglobin A1c (HbA1c), fasting insulin levels, and type 2 diabetes with the risk of schizophrenia. The analyses were performed using summary statistics obtained for the variants identified from the genome-wide association meta-analyses of fasting glucose levels (up to 133,010 individuals), HbA1c (up to 153,377 individuals), fasting insulin levels (up to 108,557 individuals), type 2 diabetes (up to 659,316 individuals), and schizophrenia (up to 108,341 individuals). The association between each variant and schizophrenia was weighted by its association with each studied condition, and estimates were combined using an inverse-variance weighted meta-analysis.
Findings:
Using information from thirteen variants related to fasting insulin levels, the causal effect of fasting insulin levels increases (per 1-SD) on the risk of schizophrenia was estimated at an odds ratio (OR) of 2·33 (p = 0·001), which is consistent with findings from the observational studies. The fasting glucose associated single nucleotide polymorphisms (SNPs) had no effect on the risk of schizophrenia in Europeans and East Asians (p > 0·05). Nonsignificant effects on the risk of schizophrenia was observed with raised HbA1c and type 2 diabetes, and consistent estimates were obtained across different populations.
Interpretation:
Our results suggest a causal role of elevated fasting insulin levels in schizophrenia pathogenesis.
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