Cell-type-specific effects of autism-associated chromosome 15q11.2-13.1 duplications in human brain
Dias, C.; Mo, A.; Cai, C.; Sun, L.; Cabral, K.; Brownstein, C. A.; Rockowitz, S.; Walsh, C. A.
Show abstract
Recurrent copy number variation represents one of the most well-established genetic drivers in neurodevelopmental disorders, including autism spectrum disorder (ASD). Duplication of 15q11.2-13.1 (dup15q) is a well-described neurodevelopmental syndrome that increases the risk of ASD by over 40-fold. However, the effects of this duplication on gene expression and chromatin accessibility in specific cell types in the human brain remain unknown. To identify the cell-type-specific transcriptional and epigenetic effects of dup15q in the human frontal cortex we conducted single-nucleus RNA-sequencing and multi-omic sequencing on dup15q cases (n=6) as well as non-dup15q ASD (n=7) and neurotypical controls (n=7). Cell-type-specific differential expression analysis identified significantly regulated genes, critical biological pathways, and differentially accessible genomic regions. Although there was overall increased gene expression across the duplicated genomic region, cellular identity represented an important factor mediating gene expression changes. Neuronal subtypes, showed greater upregulation of gene expression across a critical region within the duplication as compared to other cell types. Genes within the duplicated region that had high baseline expression in control individuals showed only modest changes in dup15q, regardless of cell type. Of note, dup15q and ASD had largely distinct signatures of chromatin accessibility, but shared the majority of transcriptional regulatory motifs, suggesting convergent biological pathways. However, the transcriptional binding factor motifs implicated in each condition implicated distinct biological mechanisms; neuronal JUN/FOS networks in ASD vs. an inflammatory transcriptional network in dup15q microglia. This work provides a cell-type-specific analysis of how dup15q changes gene expression and chromatin accessibility in the human brain and finds evidence of marked cell-type-specific effects of this genetic driver. These findings have implications for guiding therapeutic development in dup15q syndrome, as well as understanding the functional effects CNVs more broadly in neurodevelopmental disorders.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Identifying cell type specific driver genes in autism-associated copy number loci from cerebral organoids 97%
- Genome-wide rare variant score associates with morphological subtypes of autism spectrum disorder 96%
- Integrative genomics identifies a convergent molecular subtype that links epigenomic with transcriptomic differences in autism 96%
Similar papers in this journal
- Genome-wide prediction of dominant and recessive neurodevelopmental disorder risk genes 95%
- Transcriptional and functional consequences of alterations to MEF2C and its topological organization in neuronal models 95%
- Chromosome X-Wide Common Variant Association Study (XWAS) in Autism Spectrum Disorder 95%
Similar papers in this journal
- Long-read genome sequencing for the diagnosis of neurodevelopmental disorders 95%
- Whole genome sequence-based association analysis of African American individuals with bipolar disorder and schizophrenia 94%
- Functional characterization of pathogenic SATB2 missense variants identifies distinct effects on chromatin binding and transcriptional activity 94%
Similar papers in this journal
- Cortical Organoids Model Early Brain Development Disrupted by 16p11.2 Copy Number Variants in Autism 96%
- Comprehensive analyses of RNA-seq and genome-wide data point to enrichment of neuronal cell type subsets in neuropsychiatric disorders 96%
- Long-read sequencing reveals the splicing profile of the calcium channel gene CACNA1C in human brain 95%
Similar papers in this journal
- Decomposition of phenotypic heterogeneity in autism reveals distinct and coherent genetic programs 95%
- The impact of rare protein coding genetic variation on adult cognitive function 95%
- Rare coding variation illuminates the allelic architecture, risk genes, cellular expression patterns, and phenotypic context of autism 95%
"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.