Back

Shared genetics linking sociability with the brain's default mode network.

Fanelli, G.; Robinson, J.; Fabbri, C.; Bralten, J.; Mota, N. R.; Arenella, M.; Sprooten, E.; Franke, B.; Kas, M.; Andlauer, T. F.; Serretti, A.

2024-05-25 psychiatry and clinical psychology
10.1101/2024.05.24.24307883 medRxiv
Show abstract

The brains default mode network (DMN) plays a role in social cognition, with altered DMN function being associated with social impairments across various neuropsychiatric disorders. In the present study, we examined the genetic relationship between sociability and DMN-related resting-state functional magnetic resonance imaging (rs-fMRI) traits. To this end, we used genome-wide association summary statistics for sociability and 31 activity and 64 connectivity DMN-related rs-fMRI traits (N=34,691-342,461). First, we examined global and local genetic correlations between sociability and the rs-fMRI traits. Second, to assess putatively causal relationships between the traits, we conducted bi-directional Mendelian randomisation (MR) analyses. Finally, we prioritised genes influencing both sociability and rs-fMRI traits by combining three methods: gene-expression eQTL MR analyses, the CELLECT framework using single-nucleus RNA-seq data, and network propagation in the context of a protein-protein interaction network. Significant local genetic correlations were found between sociability and two rs-fMRI traits, one representing spontaneous activity within the temporal cortex, the other representing connectivity between the frontal/cingulate and angular/temporal cortices. Sociability affected 12 rs-fMRI traits when allowing for weakly correlated genetic instruments. Combing all three methods for gene prioritisation, we defined 17 highly prioritised genes, with DRD2 and LINGO1 showing the most robust evidence across all analyses. By integrating genetic and transcriptomics data, our gene prioritisation strategy may serve as a blueprint for future studies. The prioritised genes could be explored as potential biomarkers for social dysfunction in the context of neuropsychiatric disorders and as drug target genes. HighlightsO_LIGenetic correlation identified between sociability and temporal cortex activity. C_LIO_LIGenetic correlation between sociability and frontal-angular/temporal connectivity. C_LIO_LISociability was causally linked to 12 MRI traits related to the default mode network. C_LIO_LISeventeen prioritised genes were associated with both sociability and DMN traits. C_LI

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.