IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-41792-8.html
   My bibliography  Save this article

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

Author

Listed:
  • Lei Xia

    (The Hebrew University of Jerusalem)

  • Anastasia Komissarova

    (The Hebrew University of Jerusalem)

  • Arielle Jacover

    (The Hebrew University of Jerusalem)

  • Yehuda Shovman

    (The Hebrew University of Jerusalem)

  • Sebastian Arcila-Barrera

    (The Hebrew University of Jerusalem)

  • Sharona Tornovsky-Babeay

    (The Hebrew University of Jerusalem)

  • Milsee Mol Jaya Prakashan

    (The Hebrew University of Jerusalem)

  • Abdelmajeed Nasereddin

    (The Hebrew University of Jerusalem)

  • Inbar Plaschkes

    (I-CORE Bioinformatics Unit of the Hebrew University and Hadassah Medical Center)

  • Yuval Nevo

    (I-CORE Bioinformatics Unit of the Hebrew University and Hadassah Medical Center)

  • Idit Shiff

    (The Hebrew University of Jerusalem)

  • Oshri Yosefov-Levi

    (The Hebrew University of Jerusalem)

  • Tamara Izhiman

    (The Hebrew University of Jerusalem)

  • Eleonora Medvedev

    (The Hebrew University of Jerusalem)

  • Elad Eilon

    (The Hebrew University of Jerusalem)

  • Asaf Wilensky

    (Hebrew University of Jerusalem)

  • Simon Yona

    (Hebrew University)

  • Oren Parnas

    (The Hebrew University of Jerusalem)

Abstract

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.

Suggested Citation

  • Lei Xia & Anastasia Komissarova & Arielle Jacover & Yehuda Shovman & Sebastian Arcila-Barrera & Sharona Tornovsky-Babeay & Milsee Mol Jaya Prakashan & Abdelmajeed Nasereddin & Inbar Plaschkes & Yuval , 2023. "Systematic identification of gene combinations to target in innate immune cells to enhance T cell activation," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-41792-8
    DOI: 10.1038/s41467-023-41792-8
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-41792-8
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-41792-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Haiyin Liu & Kayla R. Wilson & Ashley M. Firth & Christophe Macri & Patrick Schriek & Annabelle B. Blum & Javiera Villar & Samuel Wormald & Mitch Shambrook & Bangyan Xu & Hui Jing Lim & Hamish E. G. M, 2022. "Ubiquitin-like protein 3 (UBL3) is required for MARCH ubiquitination of major histocompatibility complex class II and CD86," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    2. Mateusz Legut & Zoran Gajic & Maria Guarino & Zharko Daniloski & Jahan A. Rahman & Xinhe Xue & Congyi Lu & Lu Lu & Eleni P. Mimitou & Stephanie Hao & Teresa Davoli & Catherine Diefenbach & Peter Smibe, 2022. "A genome-scale screen for synthetic drivers of T cell proliferation," Nature, Nature, vol. 603(7902), pages 728-735, March.
    3. Barbara Maier & Andrew M. Leader & Steven T. Chen & Navpreet Tung & Christie Chang & Jessica LeBerichel & Aleksey Chudnovskiy & Shrisha Maskey & Laura Walker & John P. Finnigan & Margaret E. Kirkling , 2020. "A conserved dendritic-cell regulatory program limits antitumour immunity," Nature, Nature, vol. 580(7802), pages 257-262, April.
    4. Mark B. Headley & Adriaan Bins & Alyssa Nip & Edward W. Roberts & Mark R. Looney & Audrey Gerard & Matthew F. Krummel, 2016. "Visualization of immediate immune responses to pioneer metastatic cells in the lung," Nature, Nature, vol. 531(7595), pages 513-517, March.
    5. Keith A. Lawson & Cristovão M. Sousa & Xiaoyu Zhang & Eiru Kim & Rummy Akthar & Joseph J. Caumanns & Yuxi Yao & Nicholas Mikolajewicz & Catherine Ross & Kevin R. Brown & Abdelrahman Abou Zid & Zi Peng, 2020. "Functional genomic landscape of cancer-intrinsic evasion of killing by T cells," Nature, Nature, vol. 586(7827), pages 120-126, October.
    6. Marian L. Burr & Christina E. Sparbier & Yih-Chih Chan & James C. Williamson & Katherine Woods & Paul A. Beavis & Enid Y. N. Lam & Melissa A. Henderson & Charles C. Bell & Sabine Stolzenburg & Omer Gi, 2017. "CMTM6 maintains the expression of PD-L1 and regulates anti-tumour immunity," Nature, Nature, vol. 549(7670), pages 101-105, September.
    7. Barbara Maier & Andrew M. Leader & Steven T. Chen & Navpreet Tung & Christie Chang & Jessica LeBerichel & Aleksey Chudnovskiy & Shrisha Maskey & Laura Walker & John P. Finnigan & Margaret E. Kirkling , 2020. "Author Correction: A conserved dendritic-cell regulatory program limits antitumour immunity," Nature, Nature, vol. 582(7813), pages 17-17, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Thillai V. Sekar & Eslam A. Elghonaimy & Katy L. Swancutt & Sebastian Diegeler & Isaac Gonzalez & Cassandra Hamilton & Peter Q. Leung & Jens Meiler & Cristina E. Martina & Michael Whitney & Todd A. Ag, 2023. "Simultaneous selection of nanobodies for accessible epitopes on immune cells in the tumor microenvironment," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    2. Sandra Tietscher & Johanna Wagner & Tobias Anzeneder & Claus Langwieder & Martin Rees & Bettina Sobottka & Natalie Souza & Bernd Bodenmiller, 2023. "A comprehensive single-cell map of T cell exhaustion-associated immune environments in human breast cancer," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    3. Caroline Hoffmann & Floriane Noel & Maximilien Grandclaudon & Lucile Massenet-Regad & Paula Michea & Philemon Sirven & Lilith Faucheux & Aurore Surun & Olivier Lantz & Mylene Bohec & Jian Ye & Weihua , 2022. "PD-L1 and ICOSL discriminate human Secretory and Helper dendritic cells in cancer, allergy and autoimmunity," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
    4. Lucía López & Luciano Gastón Morosi & Federica Terza & Pierre Bourdely & Giuseppe Rospo & Roberto Amadio & Giulia Maria Piperno & Valentina Russo & Camilla Volponi & Simone Vodret & Sonal Joshi & Fran, 2024. "Dendritic cell-targeted therapy expands CD8 T cell responses to bona-fide neoantigens in lung tumors," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    5. Egle Kvedaraite & Magda Lourda & Natalia Mouratidou & Tim Düking & Avinash Padhi & Kirsten Moll & Paulo Czarnewski & Indranil Sinha & Ioanna Xagoraris & Efthymia Kokkinou & Anastasios Damdimopoulos & , 2024. "Intestinal stroma guides monocyte differentiation to macrophages through GM-CSF," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    6. Eduardo Moreo & Aitor Jarit-Cabanillas & Iñaki Robles-Vera & Santiago Uranga & Claudia Guerrero & Ana Belén Gómez & Pablo Mata-Martínez & Luna Minute & Miguel Araujo-Voces & María José Felgueres & Glo, 2023. "Intravenous administration of BCG in mice promotes natural killer and T cell-mediated antitumor immunity in the lung," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    7. Matthew A. Cottam & Heather L. Caslin & Nathan C. Winn & Alyssa H. Hasty, 2022. "Multiomics reveals persistence of obesity-associated immune cell phenotypes in adipose tissue during weight loss and weight regain in mice," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    8. E. L. Houlder & A. H. Costain & I. Nambuya & S. L. Brown & J. P. R. Koopman & M. C. C. Langenberg & J. J. Janse & M. A. Hoogerwerf & A. J. L. Ridley & J. E. Forde-Thomas & S. A. P. Colombo & B. M. F. , 2023. "Pulmonary inflammation promoted by type-2 dendritic cells is a feature of human and murine schistosomiasis," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    9. Yoshihiro Hayashi & Yasushige Kamimura-Aoyagi & Sayuri Nishikawa & Rena Noka & Rika Iwata & Asami Iwabuchi & Yushin Watanabe & Natsumi Matsunuma & Kanako Yuki & Hiroki Kobayashi & Yuka Harada & Hirono, 2024. "IL36G-producing neutrophil-like monocytes promote cachexia in cancer," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    10. Lilong Liu & Yaxin Hou & Changqi Deng & Zhen Tao & Zhaohui Chen & Junyi Hu & Ke Chen, 2022. "Single cell sequencing reveals that CD39 inhibition mediates changes to the tumor microenvironment," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    11. Colin Y. C. Lee & Bethany C. Kennedy & Nathan Richoz & Isaac Dean & Zewen K. Tuong & Fabrina Gaspal & Zhi Li & Claire Willis & Tetsuo Hasegawa & Sarah K. Whiteside & David A. Posner & Gianluca Carless, 2024. "Tumour-retained activated CCR7+ dendritic cells are heterogeneous and regulate local anti-tumour cytolytic activity," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    12. Yunpei Xu & Shaokai Wang & Qilong Feng & Jiazhi Xia & Yaohang Li & Hong-Dong Li & Jianxin Wang, 2024. "scCAD: Cluster decomposition-based anomaly detection for rare cell identification in single-cell expression data," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    13. Xin Lei & Indu Khatri & Tom Wit & Iris Rink & Marja Nieuwland & Ron Kerkhoven & Hans Eenennaam & Chong Sun & Abhishek D. Garg & Jannie Borst & Yanling Xiao, 2023. "CD4+ helper T cells endow cDC1 with cancer-impeding functions in the human tumor micro-environment," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    14. Hailin Tu & Weihang Xiong & Jie Zhang & Xueqiang Zhao & Xin Lin, 2022. "Tyrosine phosphorylation regulates RIPK1 activity to limit cell death and inflammation," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    15. Shane T. Killarney & Rachel Washart & Ryan S. Soderquist & Jacob P. Hoj & Jamie Lebhar & Kevin H. Lin & Kris C. Wood, 2023. "Executioner caspases restrict mitochondrial RNA-driven Type I IFN induction during chemotherapy-induced apoptosis," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    16. Xiaofeng Liao & Wenxue Li & Hongyue Zhou & Barani Kumar Rajendran & Ao Li & Jingjing Ren & Yi Luan & David A. Calderwood & Benjamin Turk & Wenwen Tang & Yansheng Liu & Dianqing Wu, 2024. "The CUL5 E3 ligase complex negatively regulates central signaling pathways in CD8+ T cells," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    17. Wenjun Xiong & Xueliang Gao & Tiantian Zhang & Baishan Jiang & Ming-Ming Hu & Xia Bu & Yang Gao & Lin-Zhou Zhang & Bo-Lin Xiao & Chuan He & Yishuang Sun & Haiou Li & Jie Shi & Xiangling Xiao & Bolin X, 2022. "USP8 inhibition reshapes an inflamed tumor microenvironment that potentiates the immunotherapy," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    18. Qichen Yuan & Xue Gao, 2022. "Multiplex base- and prime-editing with drive-and-process CRISPR arrays," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    19. Nina Frey & Luigi Tortola & David Egli & Sharan Janjuha & Tanja Rothgangl & Kim Fabiano Marquart & Franziska Ampenberger & Manfred Kopf & Gerald Schwank, 2022. "Loss of Rnf31 and Vps4b sensitizes pancreatic cancer to T cell-mediated killing," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    20. Maria J. Garcia-Leon & Cristina Liboni & Vincent Mittelheisser & Louis Bochler & Gautier Follain & Clarisse Mouriaux & Ignacio Busnelli & Annabel Larnicol & Florent Colin & Marina Peralta & Naël Osman, 2024. "Platelets favor the outgrowth of established metastases," Nature Communications, Nature, vol. 15(1), pages 1-19, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-41792-8. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.