Table 1.
Overview of Data Descriptors in the Scientific Data multi-omics data collection.
| Dataset | Omics | Experimenal Design | Organism | Sample | Block factor | Phentotypic data | Full multiomics data? | Raw data | Processed data | Scripts available | Name and Goal of specific software development |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Stategra | RNA-seq, microRNA-seq, ChIP-seq, RRBS, Dnase-seq, ATAC-seq, scRNA-seq, scATAC-seq, proteomics, metabolomics | Time course, 3 replicates, 6 points, Treatment and Control Samples, 1 cell line | Mouse | B3 cell line | Cell culture. Different batches for different omics | NO | NO | GEO, Proteome-Xchange, Metabolomics, | STATegraKB, Lifebit, Figshare | YES | STATegraKB, Integrative analysis |
| Personal Genome Project-UK (PGP-UK) | RNA-seq, WGBS, 450 K Methylomics, WGS | 10 individuals | Human | Blood | Individuals | YES | YES | ENA, ArrayExpress | Lifebit | YES | PGP-UK portal |
| ColPortal | Mehylation 450k arrays, 16 S sequencing, expression arrays, microRNA arrays | 167 individuals, 3 histological cancer subtypes (Serrated, Convencional, hMSI), CR polyps and surrounding healthy tissue | Human | Colon tissue | Individuals | YES | NO | ENA, GEO | Figshare, ColPortal | YES | ColPortal, Integrative analysis |
| Potato Virus Y (PVY) | Expression arrays, smallRNA-seq, Degradome-seq, Proteomics | Time course, 7 time points, triplicates, 2 leaf types, 2 genotypes | Potato | Leaf | Plant | YES | NO | GEO | fairdomhub | YES | NA |
| Sleep Deprivation | RNA-seq, Metabolomics | Treatment-control; 32 genotypes, 3 bio replicates | Mouse | Cortex and Liver, (RNAs-seq). Plasma (metabolomics) | Individual | YES an uses HPO | YES | GEO, Figshare | Group’s server | YES | DGO, Analysis reproducibility |
| Fibrotic Kidney | RNA-seq, microRNA-seq, proteomics | Time course, 4 time points, 2 treatments,2–4 bio replicates | Mouse | Kidney | Individual | NO | Nearly | GEO, Proteome-Xchange | GEO | YES | Mouse Kidney FibrOmics browser, Search for expression patterns across omics |