← All datasets

GSE107867

GSE GEO
View on GEO Export SRA CSV

Widespread RNA editing dysregulation in Autism Spectrum Disorders [RNA-Seq]

Organism: Homo sapiens
Platform: GPL20301
Samples: 4
Experiment Types:
Expression profiling by high throughput sequencing
Submitted: Dec 08 2017
Last Updated: May 15 2019
Status: Public on Dec 14 2018
Contact: Grace,,Xiao (UCLA)

Relations

SubSeries of: GSE107896 BioProject: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA421728 SRA: https://www.ncbi.nlm.nih.gov/sra?term=SRP126414

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
Processing steps for GSE107867
  1. Map fastq reads with HISAT2 hisat2 -q --phred64 -x grch37_tran/genome_tran --no-unal --reorder --no-mixed
  2. Extract uniquely mapped reads from SAM files
  3. Remap unmapped reads with hyperediting pipeline.
  4. In brief, convert all adenosines to guanosines and align to modified hg19 genome where adenosines are also substituted by guanosines.
  5. Obtain uniquely mapped reads pairs from hyperediting pipeline and combine with uniquely mapped reads from first round of read mapping
  6. Identify RNA-DNA differences between mapped reads and hg19 reference genome.
  7. Apply log-likelihood test to determine whether RDD is likely resulted from sequencing error (Bahn et. al.
  8. PMID: 21960545)
Showing first 8 steps.

Supplementary Files (1)

GSE107867_fragileX_gene_expression.txt.gz Download
GEO Samples (4)

Dataset Citations (1)

Widespread RNA editing dysregulation in brains from autistic individuals.
PMID 30559470 · 2019 · Nature neuroscience
Stephen S Tran, Hyun-Ik Jun, Jae Hoon Bahn, Adel Azghadi, Gokul Ramaswami, Eric L Van Nostrand, Thai B Nguyen, Yun-Hua E Hsiao, Changhoon Lee, Gabriel A Pratt, Verónica Martínez-Cerdeño, Randi J Hagerman, Gene W Yeo, Daniel H Geschwind, Xinshu Xiao

SRA Experiments (4) and Runs (4)

Total: 46239 MB
SRX3459441 SRP126414 RNA-Seq PAIRED
GSM2882283: fragileX_sample_5319; Homo sapiens; RNA-Seq
Sample: SRS2747815
BioProject: PRJNA421728
BioSample: SAMN08152669
Platform: ILLUMINA
Instrument: Illumina HiSeq 4000
Organism: Homo sapiens
Sample attributes
source_name: human frontal cortex
tissue: Brain
library: polyA-selected
Original files (1)
human frontal cortex
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR6363414 86004418 17372892436 12474.37 fragileX_sample_5319.1.fastq.gz, fragileX_sample_5319.2.fastq.gz, SRR… SRA
SRX3459442 SRP126414 RNA-Seq PAIRED
GSM2882284: fragileX_sample_5746; Homo sapiens; RNA-Seq
Sample: SRS2747816
BioProject: PRJNA421728
BioSample: SAMN08152668
Platform: ILLUMINA
Instrument: Illumina HiSeq 4000
Organism: Homo sapiens
Sample attributes
source_name: human frontal cortex
tissue: Brain
library: polyA-selected
Original files (1)
human frontal cortex
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR6363415 75449570 15240813140 11008.56 fragileX_sample_5746.1.fastq.gz, fragileX_sample_5746.2.fastq.gz, SRR… SRA
SRX3459443 SRP126414 RNA-Seq PAIRED
GSM2882285: carrier_sample_5212; Homo sapiens; RNA-Seq
Sample: SRS2747818
BioProject: PRJNA421728
BioSample: SAMN08152671
Platform: ILLUMINA
Instrument: Illumina HiSeq 4000
Organism: Homo sapiens
Sample attributes
source_name: human frontal cortex
tissue: Brain
library: polyA-selected
Original files (1)
human frontal cortex
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR6363416 76768937 15507325274 11156.72 carrier_sample_5212.1.fastq.gz, carrier_sample_5212.2.fastq.gz, SRR63… SRA
SRX3459444 SRP126414 RNA-Seq PAIRED
GSM2882286: carrier_sample_5529; Homo sapiens; RNA-Seq
Sample: SRS2747817
BioProject: PRJNA421728
BioSample: SAMN08152670
Platform: ILLUMINA
Instrument: Illumina HiSeq 4000
Organism: Homo sapiens
Sample attributes
source_name: human frontal cortex
tissue: Brain
library: polyA-selected
Original files (1)
human frontal cortex
Runs (1)
Run Spots Bases Size (MB) Files Link
SRR6363417 79964859 16152901518 11599.22 carrier_sample_5529.1.fastq.gz, carrier_sample_5529.2.fastq.gz, SRR63… SRA

Linked Publications (1)

Data Files (4)

Accession File Name Stored Type Output Type Mapping Assembly Size Download
carrier_sample_5212.1.fastq.gz RNA-Seq 10.9 GB link
carrier_sample_5529.1.fastq.gz RNA-Seq 11.3 GB link
fragileX_sample_5319.1.fastq.gz RNA-Seq 12.2 GB link
fragileX_sample_5746.1.fastq.gz RNA-Seq 10.8 GB link