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Systematic identification of gene combinations to target in innate immune cells to enhance T cell activation

Genetic engineering of immune cells has opened new avenues for improving their functionality but it remains a challenge to pinpoint which genes or combination of genes are the most beneficial to target. Here, we conduct High Multiplicity of Perturbations and Cellular Indexing of Transcriptomes and E...

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Autores principales: Xia, Lei, Komissarova, Anastasia, Jacover, Arielle, Shovman, Yehuda, Arcila-Barrera, Sebastian, Tornovsky-Babeay, Sharona, Jaya Prakashan, Milsee Mol, Nasereddin, Abdelmajeed, Plaschkes, Inbar, Nevo, Yuval, Shiff, Idit, Yosefov-Levi, Oshri, Izhiman, Tamara, Medvedev, Eleonora, Eilon, Elad, Wilensky, Asaf, Yona, Simon, Parnas, Oren
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10562403/
https://www.ncbi.nlm.nih.gov/pubmed/37813864
http://dx.doi.org/10.1038/s41467-023-41792-8
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author Xia, Lei
Komissarova, Anastasia
Jacover, Arielle
Shovman, Yehuda
Arcila-Barrera, Sebastian
Tornovsky-Babeay, Sharona
Jaya Prakashan, Milsee Mol
Nasereddin, Abdelmajeed
Plaschkes, Inbar
Nevo, Yuval
Shiff, Idit
Yosefov-Levi, Oshri
Izhiman, Tamara
Medvedev, Eleonora
Eilon, Elad
Wilensky, Asaf
Yona, Simon
Parnas, Oren
author_facet Xia, Lei
Komissarova, Anastasia
Jacover, Arielle
Shovman, Yehuda
Arcila-Barrera, Sebastian
Tornovsky-Babeay, Sharona
Jaya Prakashan, Milsee Mol
Nasereddin, Abdelmajeed
Plaschkes, Inbar
Nevo, Yuval
Shiff, Idit
Yosefov-Levi, Oshri
Izhiman, Tamara
Medvedev, Eleonora
Eilon, Elad
Wilensky, Asaf
Yona, Simon
Parnas, Oren
author_sort Xia, Lei
collection PubMed
description Genetic engineering of immune cells has opened new avenues for improving their functionality but it remains a challenge to pinpoint which genes or combination of genes are the most beneficial to target. Here, we conduct High Multiplicity of Perturbations and Cellular Indexing of Transcriptomes and Epitopes (HMPCITE-seq) to find combinations of genes whose joint targeting improves antigen-presenting cell activity and enhances their ability to activate T cells. Specifically, we perform two genome-wide CRISPR screens in bone marrow dendritic cells and identify negative regulators of CD86, that participate in the co-stimulation programs, including Chd4, Stat5b, Egr2, Med12, and positive regulators of PD-L1, that participate in the co-inhibitory programs, including Sptlc2, Nckap1l, and Pi4kb. To identify the genetic interactions between top-ranked genes and find superior combinations to target, we perform high-order Perturb-Seq experiments and we show that targeting both Cebpb and Med12 results in a better phenotype compared to the single perturbations or other combinations of perturbations.
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spelling pubmed-105624032023-10-11 Systematic identification of gene combinations to target in innate immune cells to enhance T cell activation Xia, Lei Komissarova, Anastasia Jacover, Arielle Shovman, Yehuda Arcila-Barrera, Sebastian Tornovsky-Babeay, Sharona Jaya Prakashan, Milsee Mol Nasereddin, Abdelmajeed Plaschkes, Inbar Nevo, Yuval Shiff, Idit Yosefov-Levi, Oshri Izhiman, Tamara Medvedev, Eleonora Eilon, Elad Wilensky, Asaf Yona, Simon Parnas, Oren Nat Commun Article Genetic engineering of immune cells has opened new avenues for improving their functionality but it remains a challenge to pinpoint which genes or combination of genes are the most beneficial to target. Here, we conduct High Multiplicity of Perturbations and Cellular Indexing of Transcriptomes and Epitopes (HMPCITE-seq) to find combinations of genes whose joint targeting improves antigen-presenting cell activity and enhances their ability to activate T cells. Specifically, we perform two genome-wide CRISPR screens in bone marrow dendritic cells and identify negative regulators of CD86, that participate in the co-stimulation programs, including Chd4, Stat5b, Egr2, Med12, and positive regulators of PD-L1, that participate in the co-inhibitory programs, including Sptlc2, Nckap1l, and Pi4kb. To identify the genetic interactions between top-ranked genes and find superior combinations to target, we perform high-order Perturb-Seq experiments and we show that targeting both Cebpb and Med12 results in a better phenotype compared to the single perturbations or other combinations of perturbations. Nature Publishing Group UK 2023-10-09 /pmc/articles/PMC10562403/ /pubmed/37813864 http://dx.doi.org/10.1038/s41467-023-41792-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Xia, Lei
Komissarova, Anastasia
Jacover, Arielle
Shovman, Yehuda
Arcila-Barrera, Sebastian
Tornovsky-Babeay, Sharona
Jaya Prakashan, Milsee Mol
Nasereddin, Abdelmajeed
Plaschkes, Inbar
Nevo, Yuval
Shiff, Idit
Yosefov-Levi, Oshri
Izhiman, Tamara
Medvedev, Eleonora
Eilon, Elad
Wilensky, Asaf
Yona, Simon
Parnas, Oren
Systematic identification of gene combinations to target in innate immune cells to enhance T cell activation
title Systematic identification of gene combinations to target in innate immune cells to enhance T cell activation
title_full Systematic identification of gene combinations to target in innate immune cells to enhance T cell activation
title_fullStr Systematic identification of gene combinations to target in innate immune cells to enhance T cell activation
title_full_unstemmed Systematic identification of gene combinations to target in innate immune cells to enhance T cell activation
title_short Systematic identification of gene combinations to target in innate immune cells to enhance T cell activation
title_sort systematic identification of gene combinations to target in innate immune cells to enhance t cell activation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10562403/
https://www.ncbi.nlm.nih.gov/pubmed/37813864
http://dx.doi.org/10.1038/s41467-023-41792-8
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