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Single-Cell Signature Explorer for comprehensive visualization of single cell signatures across scRNA-seq datasets.
- Source :
-
Nucleic acids research [Nucleic Acids Res] 2019 Dec 02; Vol. 47 (21), pp. e133. - Publication Year :
- 2019
-
Abstract
- The momentum of scRNA-seq datasets prompts for simple and powerful tools exploring their meaningful signatures. Here we present Single-Cell&#95;Signature&#95;Explorer (https://sites.google.com/site/fredsoftwares/products/single-cell-signature-explorer), the first method for qualitative and high-throughput scoring of any gene set-based signature at the single cell level and its visualization using t-SNE or UMAP. By scanning datasets for single or combined signatures, it rapidly maps any multi-gene feature, exemplified here with signatures of cell lineages, biological hallmarks and metabolic pathways in large scRNAseq datasets of human PBMC, melanoma, lung cancer and adult testis.<br /> (© The Author(s) 2019. Published by Oxford University Press on behalf of Nucleic Acids Research.)
Details
- Language :
- English
- ISSN :
- 1362-4962
- Volume :
- 47
- Issue :
- 21
- Database :
- MEDLINE
- Journal :
- Nucleic acids research
- Publication Type :
- Academic Journal
- Accession number :
- 31294801
- Full Text :
- https://doi.org/10.1093/nar/gkz601