GSE117776
GSE GEOWidespread RNA editing dysregulation in Autism Spectrum Disorders II
Relations
Summary
Autism spectrum disorder (ASD) is a neurodevelopmental disease with complex heterogeneity and aberrations in multiple levels of neurobiology. Recently, our understanding of the molecular abnormalities in ASD has been greatly expanded through transcriptomic analyses of postmortem brains. However, a crucial molecular pathway involved in synaptic development, RNA editing, has not yet been studied on a genome-wide scale. Here we profiled the global patterns of adenosine-to-inosine (A-to-I) editing in a large cohort of ASD cortices and cerebella. Strikingly, we observed a global bias of hypoediting in ASD brains, common to different brain regions and involving many genes with critical neurological function. The large-scale RNA editing changes allowed us to reveal novel insights of RNA editing regulation. Through genome-wide protein-RNA binding analyses and detailed molecular assays, we show that the Fragile X proteins, FMRP and FXR1P, interact with ADAR protens and modulate A-to-I editing. Furthermore, we observed convergent patterns of RNA editing alterations between ASD and Fragile X syndrome, thus establishing RNA editing as a novel molecular link underlying these two highly related diseases. Our findings support a role for RNA editing dysregulation in ASD pathophysiology and highlight novel mechanisms for RNA editing regulation.
Overall Design
RNA-seq to examine RNA editing in Fragile X patients
Analysis (14 steps)
View Data Processing- Map fastq reads with HISAT2 hisat2 -q --phred64 -x grch37_tran/genome_tran --no-unal --reorder --no-mixed
- Extract uniquely mapped reads from SAM files
- Remap unmapped reads with hyperediting pipeline.
- In brief, convert all adenosines to guanosines and align to modified hg19 genome where adenosines are also substituted by guanosines.
- Obtain uniquely mapped reads pairs from hyperediting pipeline and combine with uniquely mapped reads from first round of read mapping
- Identify RNA-DNA differences between mapped reads and hg19 reference genome.
- Apply log-likelihood test to determine whether RDD is likely resulted from sequencing error (Bahn et. al.
- PMID: 21960545)
Supplementary Files (1)
GEO Samples (4)
Dataset Citations (1)
SRA Experiments (4) and Runs (4)
Total: 15393 MBSample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR7610662 | 58361879 | 11789099558 | 4931.47 | fragileX_sample_103108GP.1.fastq, fragileX_sample_103108GP.2.fastq, S… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR7610663 | 47853179 | 9666342158 | 3997.11 | fragileX_sample_JS03.1.fastq, fragileX_sample_JS03.2.fastq, SRR761066… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR7610664 | 38471781 | 7771299762 | 3254.13 | control_sample_UCD1407.1.fastq, control_sample_UCD1407.2.fastq, SRR76… | SRA |
Sample attributes
Original files (1)
Runs (1)
| Run | Spots | Bases | Size (MB) | Files | Link |
|---|---|---|---|---|---|
| SRR7610665 | 37739142 | 7623306684 | 3209.93 | control_sample_103710XX.1.fastq, control_sample_103710XX.2.fastq, SRR… | SRA |
Linked Publications (1)
Data Files (7)
| Accession | File Name | Stored Type | Output Type | Mapping Assembly | Size | Download | |
|---|---|---|---|---|---|---|---|
| — | control_sample_103710XX.1.fastq | RNA-Seq | 3.1 GB | link | |||
| — | control_sample_103710XX.1.fastq | RNA-Seq | 3.1 GB | link | |||
| — | control_sample_UCD1407.1.fastq | RNA-Seq | 3.2 GB | link | |||
| — | control_sample_UCD1407.2.fastq | RNA-Seq | 3.2 GB | link | |||
| — | fragileX_sample_103108GP.1.fastq | RNA-Seq | 4.8 GB | link | |||
| — | fragileX_sample_103108GP.2.fastq | RNA-Seq | 4.8 GB | link | |||
| — | fragileX_sample_JS03.1.fastq | RNA-Seq | 3.9 GB | link |