Rediscovering publicly available single-cell data with the DISCO platform
Single-cell RNA sequencing (scRNA-seq) has emerged as the key technique for studying transcriptomics at the single-cell level. In our previous work, we presented the DISCO database (https://www.immunesinglecell.org/) that integrates publicly available human scRNA-seq data. We now introduce an enhanced version of DISCO, which has expanded fourfold to include >100 million cells from >17 thousand samples. It provides uniformly realigned read count tables, curated metadata, integrated tissue and phenotype specific atlases, and harmonized cell type annotations. It also hosts a single-cell enhanced knowledgebase of cell type ontology and gene signatures relating to cell types and phenotypes. Lastly, it offers a suite of tools for data retrieval, integration, annotation, and mapping, allowing users to construct customized atlases and perform integrated analysis with their own data. These tools are also available in a standalone R package for offline analysis.
Authors
- Sebastian Maurer‐Stroh (ORCID: https://orcid.org/0000-0003-0813-9640)
- Brian Kah Hui Teo
- Kok Siong Ang (ORCID: https://orcid.org/0000-0002-4535-4705)
- Rom Uddamvathanak (ORCID: https://orcid.org/0000-0002-2391-9701)
- Mengwei Li (ORCID: https://orcid.org/0000-0001-6163-2827)
- Minh N. Nguyen (ORCID: https://orcid.org/0000-0003-4949-2571)
- Jinmiao Chen (ORCID: https://orcid.org/0000-0001-7547-6423)
Institutions
- Agency for Science, Technology and Research (SG)
- National University of Singapore (SG)
- Singapore Immunology Network (SG)
- Duke-NUS Medical School (SG)
- Bioinformatics Institute (SG)
Publication Details
- Journal
- Nucleic Acids Research
- Published
- 2024-11-13
- DOI
- https://doi.org/10.1093/nar/gkae1108
- Citations
- 13
- Primary Topic
- Single-cell and spatial transcriptomics
- Type
- article
- Field-Weighted Citation Impact
- 3.04
Funders
- Ministry of Health
- National Research Foundation
- National Research Foundation Singapore
- Medical Research Council
- National Medical Research Council