Omics · dataset · 2022
10 scRNA-seq datasets processed using 3 unspliced counting pipelines
Listed in CaltechDATA
Description
This dataset contains ten 10X scRNA-seq datasets (two v2 from Desai et al., DOI: 10.1126/science.abc6506, eight v3 generated by 10X Genomics) that have been processed using pipelines for spliced and unspliced molecule quantification. We used velocyto, kallisto|bustools (kb), and salmon/alevin-fry to process the raw FASTQ files, and output loompy files with spliced and unspliced count matrices. The scripts used for processing, as well as the notebook used for post-processing, visualization, and comparisons are available at github.com/pachterlab/gfcp_2022.
The following files are included. raw_loom_sm.tar.gz: all salmon outputs. raw_loom_10x_kb.tar.gz: kb outputs for 10X data. raw_loom_10x_vc.tar.gz: velocyto outputs for 10X data. raw_loom_desai_kb.tar.gz: kb outputs for Desai data. raw_loom_desai_vc.tar.gz: velocyto outputs for Desai data.
Links
Where it is published
- CaltechDATA record data.caltech.edu/records/baf16-sf294 ↗
landing page · from data caltech edu
- DOI doi.org/10.22002/d1.20030 ↗
DOI / persistent id · from data caltech edu
Catalogue records · 1
- InvenioRDM API data.caltech.edu/api/records/baf16-sf294 ↗
metadata API · from data caltech edu
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Single-cell RNA sequencing · Social Science
- Inferred from text
- Bioinformatics and computational biology 71%
Provenance · 1 source records, 20 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| CaltechDATA | baf16-sf294 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].anzsrc:group:3102 | enrichment · data caltech edu | taxonomy-embedding@1.0.0 | title+keywords+description (71%) |
| concepts[field].local:field:earth-environmental | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:engineering | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:humanities | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:social-science | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[modality].local:modality:single-cell-rna-seq | mapping · data caltech edu | vocabulary-mapper@1.0.0 | keywords['scRNA-seq'] |
| concepts[topic].invenio_subject:data_caltech_edu:bustools | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:kallisto | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:rna | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:rna-velocity | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:salmon | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:scrna-seq | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:velocyto | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| description | source · data caltech edu | connector:data_caltech_edu@1.0.0 | /metadata/description |
| publication_date | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| title | source · data caltech edu | connector:data_caltech_edu@1.0.0 | /metadata/title |
| updated_date | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| version_label | source · data caltech edu | connector:data_caltech_edu@1.0.0 |