Integrating human endogenous retroviruses into transcriptome-wide association studies highlights novel risk factors for major psychiatric conditions.
Rodrigo R R DuarteOliver PainMatthew L BendallMiguel de Mulder RougvieJez L MarstonSashika SelvackaduncoClaire TroakesSzi Kay LeungRosemary A BamfordJonathan S MillPaul F O'ReillyDeepak P SrivastavaDouglas F NixonTimothy R PowellPublished in: Nature communications (2024)
Human 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.
Keyphrases
- bipolar disorder
- poor prognosis
- major depressive disorder
- attention deficit hyperactivity disorder
- genome wide
- mental health
- binding protein
- autism spectrum disorder
- endothelial cells
- gene expression
- long non coding rna
- copy number
- air pollution
- blood brain barrier
- dna methylation
- high frequency
- big data
- subarachnoid hemorrhage