Integrating human endogenous retroviruses into transcriptome-wide association studies highlights novel risk factors for major psychiatric conditions

Author:

Duarte Rodrigo R. R.ORCID,Pain OliverORCID,Bendall Matthew L.ORCID,de Mulder Rougvie Miguel,Marston Jez L.,Selvackadunco Sashika,Troakes ClaireORCID,Leung Szi KayORCID,Bamford Rosemary A.,Mill JonathanORCID,O’Reilly Paul F.ORCID,Srivastava Deepak P.ORCID,Nixon Douglas F.ORCID,Powell Timothy R.ORCID

Abstract

AbstractHuman endogenous retroviruses (HERVs) are repetitive elements previously implicated in major psychiatric conditions, but their role in aetiology remains unclear. Here, we perform specialised transcriptome-wide association studies that consider HERV expression quantified to precise genomic locations, using RNA sequencing and genetic data from 792 post-mortem brain samples. In Europeans, we identify 1238 HERVs with expression regulated in cis, of which 26 represent expression signals associated with psychiatric disorders, with ten being conditionally independent from neighbouring expression signals. Of these, five are additionally significant in fine-mapping analyses and thus are considered high confidence risk HERVs. These include two HERV expression signatures specific to schizophrenia risk, one shared between schizophrenia and bipolar disorder, and one specific to major depressive disorder. No robust signatures are identified for autism spectrum conditions or attention deficit hyperactivity disorder in Europeans, or for any psychiatric trait in other ancestries, although this is likely a result of relatively limited statistical power. Ultimately, our study highlights extensive HERV expression and regulation in the adult cortex, including in association with psychiatric disorder risk, therefore providing a rationale for exploring neurological HERV expression in complex neuropsychiatric traits.

Publisher

Springer Science and Business Media LLC

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