Polygenic dissection of diagnosis and clinical dimensions of bipolar disorder and schizophrenia.
paper
Cited
Public
- Authors
- Ruderfer, Douglas M; Fanous, Ayman H; Ripke, Stephan; McQuillin, Andrew; Amdur, Richard L; Schizophrenia Working Group of the Psychiatric Genomics Consortium; Bipolar Disorder Working Group of the Psychiatric Genomics Consortium; Cross-Disorder Working Group of the Psychiatric Genomics Consortium; Gejman, Pablo V; O'Donovan, Michael C; Andreassen, Ole A; Djurovic, Srdjan; Hultman, Christina M; Kelsoe, John R; Jamain, Stephane; LandΓ©n, Mikael; Leboyer, Marion; Nimgaonkar, Vishwajit; Nurnberger, John; Smoller, Jordan W; Craddock, Nick; Corvin, Aiden; Sullivan, Patrick F; Holmans, Peter; Sklar, Pamela; Kendler, Kenneth S
- Year
- 2014
- Journal
- Molecular psychiatry
- PMID
- 24280982
- DOI
- 10.1038/mp.2013.138
- PMCID
- PMC4033708
Bipolar disorder and schizophrenia are two often severe disorders with high heritabilities. Recent studies have demonstrated a large overlap of genetic risk loci between these disorders but diagnostic and molecular distinctions still remain. Here, we perform a combined genome-wide association study (GWAS) of 19β779 bipolar disorder (BP) and schizophrenia (SCZ) cases versus 19β423 controls, in addition to a direct comparison GWAS of 7129 SCZ cases versus 9252 BP cases. In our case-control analysis, we identify five previously identified regions reaching genome-wide significance (CACNA1C, IFI44L, MHC, TRANK1 and MAD1L1) and a novel locus near PIK3C2A. We create a polygenic risk score that is significantly different between BP and SCZ and show a significant correlation between a BP polygenic risk score and the clinical dimension of mania in SCZ patients. Our results indicate that first, combining diseases with similar genetic risk profiles improves power to detect shared risk loci and second, that future direct comparisons of BP and SCZ are likely to identify loci with significant differential effects. Identifying these loci should aid in the fundamental understanding of how these diseases differ biologically. These findings also indicate that combining clinical symptom dimensions and polygenic signatures could provide additional information that may someday be used clinically.
a) Manhattan plot for combined BP + SCZ GWAS identifying 6 genome-wide significant hits including novel associations at PIK3C2A b) Manhattan plot of comparison GWAS
Average pseudo R2 values for polygenic prediction of BP vs SCZ phenotype into the target sample where all other samples were used for discovery.
Comparison of odds ratios from independent samples of BP (blue) and SCZ (red) for genome-wide significant loci previously identified in SCZ.
Average pseudo R2 values for predicting SCZ vs controls utilizing odds ratios estimated from BP vs controls GWAS. There are 10 R2 values for each factor score representing 10 different p-value cutoffs for SNPs included in making the risk score (P < 0.0001, P < 0.001, P < 0.01, P < 0.05, P < 0.1, P < 0.2, P < 0.3, P < 0.4, P < 0.5, P < 1).
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