Cargando…

Single-Cell Signature Explorer for comprehensive visualization of single cell signatures across scRNA-seq datasets

The momentum of scRNA-seq datasets prompts for simple and powerful tools exploring their meaningful signatures. Here we present Single-Cell_Signature_Explorer (https://sites.google.com/site/fredsoftwares/products/single-cell-signature-explorer), the first method for qualitative and high-throughput s...

Descripción completa

Detalles Bibliográficos
Autores principales: Pont, Frédéric, Tosolini, Marie, Fournié, Jean J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6868346/
https://www.ncbi.nlm.nih.gov/pubmed/31294801
http://dx.doi.org/10.1093/nar/gkz601
_version_ 1783472239739404288
author Pont, Frédéric
Tosolini, Marie
Fournié, Jean J
author_facet Pont, Frédéric
Tosolini, Marie
Fournié, Jean J
author_sort Pont, Frédéric
collection PubMed
description The momentum of scRNA-seq datasets prompts for simple and powerful tools exploring their meaningful signatures. Here we present Single-Cell_Signature_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.
format Online
Article
Text
id pubmed-6868346
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-68683462019-11-27 Single-Cell Signature Explorer for comprehensive visualization of single cell signatures across scRNA-seq datasets Pont, Frédéric Tosolini, Marie Fournié, Jean J Nucleic Acids Res Methods Online The momentum of scRNA-seq datasets prompts for simple and powerful tools exploring their meaningful signatures. Here we present Single-Cell_Signature_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. Oxford University Press 2019-12-02 2019-07-11 /pmc/articles/PMC6868346/ /pubmed/31294801 http://dx.doi.org/10.1093/nar/gkz601 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Methods Online
Pont, Frédéric
Tosolini, Marie
Fournié, Jean J
Single-Cell Signature Explorer for comprehensive visualization of single cell signatures across scRNA-seq datasets
title Single-Cell Signature Explorer for comprehensive visualization of single cell signatures across scRNA-seq datasets
title_full Single-Cell Signature Explorer for comprehensive visualization of single cell signatures across scRNA-seq datasets
title_fullStr Single-Cell Signature Explorer for comprehensive visualization of single cell signatures across scRNA-seq datasets
title_full_unstemmed Single-Cell Signature Explorer for comprehensive visualization of single cell signatures across scRNA-seq datasets
title_short Single-Cell Signature Explorer for comprehensive visualization of single cell signatures across scRNA-seq datasets
title_sort single-cell signature explorer for comprehensive visualization of single cell signatures across scrna-seq datasets
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6868346/
https://www.ncbi.nlm.nih.gov/pubmed/31294801
http://dx.doi.org/10.1093/nar/gkz601
work_keys_str_mv AT pontfrederic singlecellsignatureexplorerforcomprehensivevisualizationofsinglecellsignaturesacrossscrnaseqdatasets
AT tosolinimarie singlecellsignatureexplorerforcomprehensivevisualizationofsinglecellsignaturesacrossscrnaseqdatasets
AT fourniejeanj singlecellsignatureexplorerforcomprehensivevisualizationofsinglecellsignaturesacrossscrnaseqdatasets