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Single-cell intracellular epitope and transcript detection reveals signal transduction dynamics
To further our understanding of how biochemical information flows through cells upon external stimulation, we require single-cell multi-omics methods that concurrently map changes in (phospho)protein levels across signaling networks and the associated gene expression profiles. Here, we present quant...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9017125/ https://www.ncbi.nlm.nih.gov/pubmed/35474668 http://dx.doi.org/10.1016/j.crmeth.2021.100070 |
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author | Rivello, Francesca van Buijtenen, Erik Matuła, Kinga van Buggenum, Jessie A.G.L. Vink, Paul van Eenennaam, Hans Mulder, Klaas W. Huck, Wilhelm T.S. |
author_facet | Rivello, Francesca van Buijtenen, Erik Matuła, Kinga van Buggenum, Jessie A.G.L. Vink, Paul van Eenennaam, Hans Mulder, Klaas W. Huck, Wilhelm T.S. |
author_sort | Rivello, Francesca |
collection | PubMed |
description | To further our understanding of how biochemical information flows through cells upon external stimulation, we require single-cell multi-omics methods that concurrently map changes in (phospho)protein levels across signaling networks and the associated gene expression profiles. Here, we present quantification of RNA and intracellular epitopes by sequencing (QuRIE-seq), a droplet-based platform for single-cell RNA and intra- and extracellular (phospho)protein quantification through sequencing. We applied QuRIE-seq to quantify cell-state changes at both the signaling and the transcriptome level after 2-, 4-, 6-, 60-, and 180-min stimulation of the B cell receptor pathway in Burkitt lymphoma cells. Using the multi-omics factor analysis (MOFA+) framework, we delineated changes in single-cell (phospho)protein and gene expression patterns over multiple timescales and revealed the effect of an inhibitory drug (ibrutinib) on signaling and gene expression landscapes. |
format | Online Article Text |
id | pubmed-9017125 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-90171252022-04-25 Single-cell intracellular epitope and transcript detection reveals signal transduction dynamics Rivello, Francesca van Buijtenen, Erik Matuła, Kinga van Buggenum, Jessie A.G.L. Vink, Paul van Eenennaam, Hans Mulder, Klaas W. Huck, Wilhelm T.S. Cell Rep Methods Report To further our understanding of how biochemical information flows through cells upon external stimulation, we require single-cell multi-omics methods that concurrently map changes in (phospho)protein levels across signaling networks and the associated gene expression profiles. Here, we present quantification of RNA and intracellular epitopes by sequencing (QuRIE-seq), a droplet-based platform for single-cell RNA and intra- and extracellular (phospho)protein quantification through sequencing. We applied QuRIE-seq to quantify cell-state changes at both the signaling and the transcriptome level after 2-, 4-, 6-, 60-, and 180-min stimulation of the B cell receptor pathway in Burkitt lymphoma cells. Using the multi-omics factor analysis (MOFA+) framework, we delineated changes in single-cell (phospho)protein and gene expression patterns over multiple timescales and revealed the effect of an inhibitory drug (ibrutinib) on signaling and gene expression landscapes. Elsevier 2021-09-15 /pmc/articles/PMC9017125/ /pubmed/35474668 http://dx.doi.org/10.1016/j.crmeth.2021.100070 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Report Rivello, Francesca van Buijtenen, Erik Matuła, Kinga van Buggenum, Jessie A.G.L. Vink, Paul van Eenennaam, Hans Mulder, Klaas W. Huck, Wilhelm T.S. Single-cell intracellular epitope and transcript detection reveals signal transduction dynamics |
title | Single-cell intracellular epitope and transcript detection reveals signal transduction dynamics |
title_full | Single-cell intracellular epitope and transcript detection reveals signal transduction dynamics |
title_fullStr | Single-cell intracellular epitope and transcript detection reveals signal transduction dynamics |
title_full_unstemmed | Single-cell intracellular epitope and transcript detection reveals signal transduction dynamics |
title_short | Single-cell intracellular epitope and transcript detection reveals signal transduction dynamics |
title_sort | single-cell intracellular epitope and transcript detection reveals signal transduction dynamics |
topic | Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9017125/ https://www.ncbi.nlm.nih.gov/pubmed/35474668 http://dx.doi.org/10.1016/j.crmeth.2021.100070 |
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