Dataset ID
JGAD000233
- Type of data
- NGS (WGS)
- Access criteria
- Controlled-access (Type I)
- Total data volume
- 3.2 TB
- File formats
- FASTQ
- Research
- hum0160
- Date published
- 2020-09-28
- Date modified
- 2021-05-25
- DDBJ Search
- JGAD000233 (opens in a new tab)
- JGA Study
- JGAS000155 (opens in a new tab)
Analysis method
WGS
- Materials and participants
- esophageal squamous cell carcinoma (ICD10: C15): 20 cases
cancer tissues: 20 samples
paired non-cancer tissues: 20 samples - Health statusAffected
- Subject count20 (Individual)
- Disease
- esophageal squamous cell carcinoma (C15)
- Sample description
- DNAs extracted from cancer tissues and paired non-cancer tissues from esophageal squamous cell carcinoma patients
- Tumor / normalMixed
- Sample provider
- N/A
- Experimental method
- WGS
- Target
- N/A
- Reagent kit
- TruSeq Nano DNA Library Prep Kit
- Fragmentation
- Ultrasonic fragmentation (Covaris)
- Platform
- Illumina HiSeq 2000
Illumina HiSeq 2500
Illumina HiSeq X - Read type
- Paired-end
- Read length
- 100–150 bp
- Reference genome
- GRCh37
- Mapping
- BWA mem 0.7.12
- Read deduplication
- Picard 2.10.6
- Realignment and base quality recalibration
- GATK 3.7
- Mapping quality
- Reads with MAPQ<20 were excluded at variant calling with GATK 3.7 HaplotypeCaller
- QC and filtering
- Data with bad base quality and high %GC content were removed.
Aligment:
Data matched for the following condition were removed.
- Low mapping rate
- Different insert size
- Gender information mismatch between meta-data and genotype data
- Suspected sex chromosome aberration
Genotyping:
GATK's best practices includes a variant filtering step following Variant Quality Score Recalibration (VQSR)
- DP/GP (DP < 5, GQ < 20, DP > 60, GQ < 95)
- Heterozygosity (F>=0.05)
- Hardy-Weinberg equilibrium (p < 10^-6)
- Repeat & Low Complexity
Principal Component Analysis (PCA):
PCA was performed with individuals included in the 1000 genomes project and outliers from Japanese cluster were removed.
After these filtering steps, variants located in the regions listed as the HighConfidenceRegion (Genome-In-A-Bottle project) were flagged. - Analysis method
- GATK 3.7 HaplotypeCaller
- Coverage (depth)
- HiSeq 2000/2500/X Five: 31.8x
- Variant count
- Autosomes: 10,202,908
X chromosome: 410,435
Autosomes: 76,768,387
X chromosome: 2,898,518 - Data use policy
- NBDC data sharing policy (JGAP000001)