BrainGenetic & Genomic MedicinePeer-reviewed journal article
Sex differences in the pleiotropy of hearing difficulty with imaging-derived phenotypes: a brain-wide investigation.
Jun HeiD, Brenda Cabrera‐MendozaiD, Flavio De AngelisiD, Gita A. PathakiD, Dóra KolleriD, Sharon G. CurhaniD, Gary C. CurhaniD, Adam P. MeccaiD, Christopher H. van DyckiD, Renato A PolimantiiD
Abstract
BackgroundHearing difficulty (HD) is one of the major health burdens in older adults. While aging-related changes in the peripheral auditory system play an important role, genetic variation associated with brain structure and function could also be involved in HD predisposition. MethodsWe analyzed a large-scale HD genome-wide association study (GWAS; Ntotal = 501,825, 56% females) and GWAS data related to 3,935 brain imaging-derived phenotypes (IDPs) assessed in up to 33,224 individuals (52% females) using multiple magnetic resonance imaging (MRI) modalities. To investigate HD pleiotropy with brain structure and function, we conducted genetic correlation, latent causal variable (LCV), Mendelian randomization (MR), and multivariable generalized linear regression analyses. Additionally, we performed local genetic correlation and multi-trait colocalization analyses to identify genomic regions and loci implicated in the pleiotropic mechanisms shared between HD and brain IDPs. ResultsWe observed a widespread genetic correlation of HD with 120 IDPs in females, 89 IDPs in males, and 171 IDPs in the sex-combined analysis. The LCV analyses showed that some of these genetic correlations could be due to cause-effect relationships. For seven correlations, the causal effects were also confirmed by the MR approach: vessel volume[->]HD in the sex-combined analysis; hippocampus volume[->]HD, cerebellum grey matter volume[->]HD, primary visual cortex volume[->]HD, and HD[->]rfMRI-ICA100 node 46 in females; global mean thickness[->]HD and HD[->]mean orientation dispersion index in superior corona radiata in males. The local genetic correlation analyses identified 13 pleiotropic regions between HD and these seven IDPs. We also observed a colocalization signal for the rs13026575 variant between HD, primary visual cortex volume, and SPTBN1 transcriptomic regulation in females. ConclusionBrain structure and function may have a role in the sex differences in HD predisposition via possible cause-effect relationships and shared regulatory mechanisms.
- organism: human
- assay: imaging
- research focus: GWAS / association mapping
- approach: statistical model
- approach: Bayesian inference
- Citations
- 16
- FWCI
- 4.46
- Field percentile
- top 4%
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