Sex differences in the developing human cortex intersect with genetic risk of neurodevelopmental disorders
Hennick, K.; Sui, Y.; Karunakaran, D.; Nicolella, A.; Leonard, R.; Meyer-Schuman, R.; Berk-Rauch, H.; Wang, T.; Chakravarti, A.; Zoghbi, H. Y.; Eichler, E. E.; Nowakowski, T. J.
Show abstract
Autism is highly heritable and diagnosed more frequently in males than females. To identify neurodevelopmental processes that might present sex-biased vulnerability, we generated transcriptomic and epigenomic profiles of cell types present in the prenatally developing human cerebral cortex of 27 males and 21 females. By intersecting sex-biased molecular signatures and genes with de novo mutations in male and female autistic probands, we reveal two points of vulnerability contributing to the sex-biased penetrance in neurodevelopmental disorders (NDDs). First, we show that NDD risk genes are biased towards higher expression in females, identifying the NDD gene MEF2C as a critical transcription factor for female-biased expression. Second, we identify a significant contribution of X chromosome genes to NDD pathobiology. We construct a gene regulatory map of X-linked risk genes to enable functional studies of genetic variants that likely disrupt gene expression in the developing brains of autistic males. Together, these results point towards an outsized contribution of the X-chromosome to both the origin of sex differences in the developing human cortex and NDD vulnerability. We propose a model where female-biased vulnerability is driven by coding variation within genes while male-biased vulnerability is driven by noncoding variation in regulatory elements that affect gene expression.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A spatial long-read approach at near-single-cell resolution reveals developmental regulation of splicing and polyadenylation sites in distinct cortical layers and cell types. 97%
- TAD Evolutionary and functional characterization reveals diversity in mammalian TAD boundary properties and function 97%
- Shared and distinct molecular effects of regulatory genetic variants provide insight into mechanisms of distal enhancer-promoter communication 97%
Similar papers in this journal
- 3D Epigenomic Characterization Reveals Insights Into Gene Regulation and Lineage Specification During Corticogenesis 97%
- A genome-wide mutational constraint map quantified from variation in 76,156 human genomes 97%
- Assembly of 43 diverse human Y chromosomes reveals extensive complexity and variation 96%
Similar papers in this journal
- Interrogation of cancer gene dependencies reveals novel paralog interactions of autosome and sexchromosome encoded genes 97%
- Defining the cellular origin of seminoma by transcriptional and epigenetic mapping to the normal human germline 96%
- Rhabdomyosarcoma fusion oncoprotein initially pioneers a neural signature in vivo 96%
Similar papers in this journal
- L1 retrotransposons drive human neuronal transcriptome complexity and functional diversification 97%
- Parallel evolution of a splicing program controlling neuronal excitability in flies and mammals 96%
- Antagonistic H3K79me-H3K9ac crosstalk determines elongation at housekeeping genes to promote pluripotency 96%
"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.