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GSE117776

GSE GEO
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Widespread RNA editing dysregulation in Autism Spectrum Disorders II

Organism: Homo sapiens
Platform: GPL11154
Samples: 4
Experiment Types:
Expression profiling by high throughput sequencing
Submitted: Jul 27 2018
Last Updated: Mar 27 2019
Status: Public on Dec 14 2018
Contact: Grace,,Xiao (UCLA)

Relations

BioProject: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA483174 SRA: https://www.ncbi.nlm.nih.gov/sra?term=SRP155493

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 GSE117776
  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)

GSE117776_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: 15393 MB
SRX4475492 SRP155493 RNA-Seq PAIRED
GSM3308621: fragileX_sample_103108GP; Homo sapiens; RNA-Seq
Sample: SRS3600646
BioProject: PRJNA483174
BioSample: SAMN09726996
Platform: ILLUMINA
Instrument: Illumina HiSeq 2000
Organism: Homo sapiens
Sample attributes
source_name: human frontal cortex
tissue: Brain
Original files (1)
human frontal cortex
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
SRX4475493 SRP155493 RNA-Seq PAIRED
GSM3308622: fragileX_sample_JS03; Homo sapiens; RNA-Seq
Sample: SRS3600647
BioProject: PRJNA483174
BioSample: SAMN09726995
Platform: ILLUMINA
Instrument: Illumina HiSeq 2000
Organism: Homo sapiens
Sample attributes
source_name: human frontal cortex
tissue: Brain
Original files (1)
human frontal cortex
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
SRX4475494 SRP155493 RNA-Seq PAIRED
GSM3308623: control_sample_UCD1407; Homo sapiens; RNA-Seq
Sample: SRS3600648
BioProject: PRJNA483174
BioSample: SAMN09726994
Platform: ILLUMINA
Instrument: Illumina HiSeq 2000
Organism: Homo sapiens
Sample attributes
source_name: human frontal cortex
tissue: Brain
Original files (1)
human frontal cortex
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
SRX4475495 SRP155493 RNA-Seq PAIRED
GSM3308624: control_sample_103710XX; Homo sapiens; RNA-Seq
Sample: SRS3600649
BioProject: PRJNA483174
BioSample: SAMN09726993
Platform: ILLUMINA
Instrument: Illumina HiSeq 2000
Organism: Homo sapiens
Sample attributes
source_name: human frontal cortex
tissue: Brain
Original files (1)
human frontal cortex
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