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Dataset ID

E-GEAD-759

Type of data
NGS (RNA-seq) for COVID-19
Protein expression for COVID-19
Access criteria
Unrestricted-access
Total data volume
93.8 MB
File formats
  • TXT
  • TSV
Research
hum0343
Date published
2024-06-28
Date modified
2024-06-28

Unrestricted-access files linked to this dataset

FileLabelSizeCopy URL
olink-explore-3072-assay-list-2024-03-19.xlsx212 KB

Analysis method

RNA-seq

Materials and participants
COVID-19 (ICD-10: U071): 1,019 cases
  • Health status
    Affected
  • Subject count
    1019 (Individual)
Disease
COVID-19 (U071)
Sample description
RNAs extracted from peripheral blood cells
  • Tissue
    Peripheral blood
  • Tumor / normal
    Normal
Sample provider
N/A
Experimental method
RNA-seq
Target
N/A
Reagent kit
NEBNext Poly(A) mRNA Magnetic Isolation Module
NEBNext Ultra Directional RNA Library Prep Kit for Illumina
Fragmentation
Incubation in the buffer containing Mg2+ at 94°C for 15 minutes
Platform
Illumina NovaSeq 6000
Read type
Paired-end
Read length
100 bp
Reference genome
GRCh38
Mapping
Alignment: STAR (v2.5.3a)
Annotation: GENCODE v30
QC and filtering
Transcripts per kilobase million (TPM) ≥0.1 in ≥20% samples
Read count ≥6 in ≥20% samples
Analysis method
Gene level quantification and normalization: RSEM (v1.3.0)
Gene count
20,329

Protein expression (2932 proteins)

Materials and participants
COVID-19 (ICD-10: U071): 1,384 cases
  • Health status
    Affected
  • Subject count
    1384 (Individual)
Disease
COVID-19 (U071)
Sample description
Plasma
  • Tissue
    Plasma
  • Tumor / normal
    Normal
Experimental method
Proteomics
Reagent kit
Olink Explore 3072
Platform
Olink Explore 3072
Normalization
Normalized Protein eXpression (NPX) transformation
Bridge sample comparison
Analysis method
OlinkAnalyze v3.4.1