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Phospho-seq: Integrated, multi-modal profiling of intracellular protein dynamics in single cells
Cell signaling plays a critical role in regulating cellular behavior and fate. While multimodal single-cell sequencing technologies are rapidly advancing, scalable and flexible profiling of cell signaling states alongside other molecular modalities remains challenging. Here we present Phospho-seq, a...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10081255/ https://www.ncbi.nlm.nih.gov/pubmed/37034703 http://dx.doi.org/10.1101/2023.03.27.534442 |
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author | Blair, John D. Hartman, Austin Zenk, Fides Dalgarno, Carol Treutlein, Barbara Satija, Rahul |
author_facet | Blair, John D. Hartman, Austin Zenk, Fides Dalgarno, Carol Treutlein, Barbara Satija, Rahul |
author_sort | Blair, John D. |
collection | PubMed |
description | Cell signaling plays a critical role in regulating cellular behavior and fate. While multimodal single-cell sequencing technologies are rapidly advancing, scalable and flexible profiling of cell signaling states alongside other molecular modalities remains challenging. Here we present Phospho-seq, an integrated approach that aims to quantify phosphorylated intracellular and intranuclear proteins, and to connect their activity with cis-regulatory elements and transcriptional targets. We utilize a simplified benchtop antibody conjugation method to create large custom antibody panels for simultaneous protein and scATAC-seq profiling on whole cells, and integrate this information with scRNA-seq datasets via bridge integration. We apply our workflow to cell lines, induced pluripotent stem cells, and 3-month-old brain organoids to demonstrate its broad applicability. We demonstrate that Phospho-seq can define cellular states and trajectories, reconstruct gene regulatory relationships, and characterize the causes and consequences of heterogeneous cell signaling in neurodevelopment. |
format | Online Article Text |
id | pubmed-10081255 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-100812552023-04-08 Phospho-seq: Integrated, multi-modal profiling of intracellular protein dynamics in single cells Blair, John D. Hartman, Austin Zenk, Fides Dalgarno, Carol Treutlein, Barbara Satija, Rahul bioRxiv Article Cell signaling plays a critical role in regulating cellular behavior and fate. While multimodal single-cell sequencing technologies are rapidly advancing, scalable and flexible profiling of cell signaling states alongside other molecular modalities remains challenging. Here we present Phospho-seq, an integrated approach that aims to quantify phosphorylated intracellular and intranuclear proteins, and to connect their activity with cis-regulatory elements and transcriptional targets. We utilize a simplified benchtop antibody conjugation method to create large custom antibody panels for simultaneous protein and scATAC-seq profiling on whole cells, and integrate this information with scRNA-seq datasets via bridge integration. We apply our workflow to cell lines, induced pluripotent stem cells, and 3-month-old brain organoids to demonstrate its broad applicability. We demonstrate that Phospho-seq can define cellular states and trajectories, reconstruct gene regulatory relationships, and characterize the causes and consequences of heterogeneous cell signaling in neurodevelopment. Cold Spring Harbor Laboratory 2023-03-28 /pmc/articles/PMC10081255/ /pubmed/37034703 http://dx.doi.org/10.1101/2023.03.27.534442 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Blair, John D. Hartman, Austin Zenk, Fides Dalgarno, Carol Treutlein, Barbara Satija, Rahul Phospho-seq: Integrated, multi-modal profiling of intracellular protein dynamics in single cells |
title | Phospho-seq: Integrated, multi-modal profiling of intracellular protein dynamics in single cells |
title_full | Phospho-seq: Integrated, multi-modal profiling of intracellular protein dynamics in single cells |
title_fullStr | Phospho-seq: Integrated, multi-modal profiling of intracellular protein dynamics in single cells |
title_full_unstemmed | Phospho-seq: Integrated, multi-modal profiling of intracellular protein dynamics in single cells |
title_short | Phospho-seq: Integrated, multi-modal profiling of intracellular protein dynamics in single cells |
title_sort | phospho-seq: integrated, multi-modal profiling of intracellular protein dynamics in single cells |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10081255/ https://www.ncbi.nlm.nih.gov/pubmed/37034703 http://dx.doi.org/10.1101/2023.03.27.534442 |
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