Multivariate, Multi-omic Analysis in 799,429 Individuals Identifies 134 Loci Associated with Somatoform Traits

Author:

Davis Christal1ORCID,Toikumo Sylvanus2,Hatoum Alexander3ORCID,Khan Yousef2,Pham Benjamin4ORCID,Pakala Shreya4,Feuer Kyra2,Gelernter Joel5ORCID,Sanchez-Roige Sandra6,Kember Rachel7ORCID,Kranzler Henry8ORCID

Affiliation:

1. Crescenz VA Medical Center

2. University of Pennsylvania

3. Washington University in St. Louis

4. University of California San Diego

5. Yale University

6. UCSD

7. University of Pennsylvania School of Medicine

8. University of Pennsylvania Perelman School of Medicine

Abstract

Abstract

Somatoform traits, which manifest as persistent physical symptoms without a clear medical cause, are prevalent and pose challenges to clinical practice. Understanding the genetic basis of these disorders could improve diagnostic and therapeutic approaches. With publicly available summary statistics, we conducted a multivariate genome-wide association study (GWAS) and multi-omic analysis of four somatoform traits—fatigue, irritable bowel syndrome, pain intensity, and health satisfaction—in 799,429 individuals genetically similar to Europeans. GWAS identified 134 loci significantly associated with a somatoform common factor, including 44 loci not significant in the input GWAS and 8 novel loci for somatoform traits. Gene-property analyses highlighted enrichment of genes involved in synaptic transmission and enriched gene expression in 12 brain tissues. Six genes, including members of the CD300 family, had putatively causal effects mediated by protein abundance. There was substantial polygenic overlap (76–83%) between the somatoform and externalizing, internalizing, and general psychopathology factors. Somatoform polygenic scores were associated with obesity, Type 2 diabetes, tobacco use disorder, and mood/anxiety disorders in independent biobanks. Drug repurposing analyses suggested potential therapeutic targets, including MEK inhibitors. Mendelian randomization indicated protective effects of gut microbiota, including Ruminococcus bromii. These biological insights provide promising avenues for treatment development.

Publisher

Springer Science and Business Media LLC

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