1
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Ordóñez A, Ron D, Harding HP. Protocol for iterative enrichment of integrated sgRNAs via derivative CRISPR-Cas9 libraries from genomic DNA of sorted fixed cells. STAR Protoc 2024; 5:103493. [PMID: 39661507 DOI: 10.1016/j.xpro.2024.103493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 09/30/2024] [Accepted: 11/08/2024] [Indexed: 12/13/2024] Open
Abstract
Here, we present a protocol for iterative enrichment of integrated single guide RNA (sgRNA) via derivative CRISPR-Cas9 from genomic DNA (gDNA) of phenotypically sorted fixed cells. We describe steps for high-scale lentiviral production, genome-wide screening, extracting gDNA from fixed cells, cloning of integrated sgRNAs, and high-scale transformation. This protocol introduces three key advantages: (1) applicability to fixed cells, (2) bypassing epigenetic drift, and (3) pause points lowering the contamination risk. We believe this approach will benefit researchers applying somatic cell genetics in cell biology. For complete details on the use and execution of this protocol, please refer to Ordoñez et al.1.
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Affiliation(s)
- Adriana Ordóñez
- Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge Biomedical Campus, The Keith Peters Building, Cambridge CB2 0XY, UK; Universidad Católica de Murcia (UCAM), UCAM HiTech, Campus de los Jerónimos 135, Guadalupe E-30107, Spain.
| | - David Ron
- Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge Biomedical Campus, The Keith Peters Building, Cambridge CB2 0XY, UK
| | - Heather P Harding
- Cambridge Institute for Medical Research (CIMR), University of Cambridge, Cambridge Biomedical Campus, The Keith Peters Building, Cambridge CB2 0XY, UK
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2
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Munir M, Embry A, Doench JG, Heaton NS, Wilen CB, Orchard RC. Genome-wide CRISPR activation screen identifies JADE3 as an antiviral activator of NF-kB-dependent IFITM3 expression. J Biol Chem 2024; 300:107153. [PMID: 38462163 PMCID: PMC11001640 DOI: 10.1016/j.jbc.2024.107153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 02/29/2024] [Accepted: 03/05/2024] [Indexed: 03/12/2024] Open
Abstract
The innate immune system features a web of interacting pathways that require exquisite regulation. To identify novel nodes in this immune landscape, we conducted a gain-of-function, genome-wide CRISPR activation screen with influenza A virus. We identified both appreciated and novel antiviral genes, including Jade family PHD zinc finger 3 (JADE3) a protein involved in directing the histone acetyltransferase histone acetyltransferase binding to ORC1 complex to modify chromatin and regulate transcription. JADE3 is both necessary and sufficient to restrict influenza A virus infection. Our results suggest a distinct function for JADE3 as expression of the closely related paralogs JADE1 and JADE2 does not confer resistance to influenza A virus infection. JADE3 is required for both constitutive and inducible expression of the well-characterized antiviral gene interferon-induced transmembrane protein 3 (IFITM3). Furthermore, we find JADE3 activates the NF-kB signaling pathway, which is required for the promotion of IFITM3 expression by JADE3. Therefore, we propose JADE3 activates an antiviral genetic program involving NF-kB-dependent IFITM3 expression to restrict influenza A virus infection.
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Affiliation(s)
- Moiz Munir
- Departments of Immunology and Microbiology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Aaron Embry
- Departments of Immunology and Microbiology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - John G Doench
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Nicholas S Heaton
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Craig B Wilen
- Department of Laboratory Medicine and Immunobiology, Yale School of Medicine, New Haven, Connecticut, USA
| | - Robert C Orchard
- Departments of Immunology and Microbiology, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
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3
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Munir M, Embry A, Doench JG, Heaton NS, Wilen CB, Orchard RC. Genome-wide CRISPR activation screen identifies JADE3 as an antiviral activator of NF-kB. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.29.560128. [PMID: 37808733 PMCID: PMC10557722 DOI: 10.1101/2023.09.29.560128] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
The innate immune system features a web of interacting pathways that require exquisite regulation. To identify novel nodes in this immune landscape we conducted a gain of function, genome-wide CRISPR activation screen with influenza A virus. We identified both appreciated and novel antiviral genes, including JADE3 a protein involved in directing the histone acetyltransferase HBO1 complex to modify chromatin and regulate transcription. JADE3 is both necessary and sufficient to restrict influenza A virus infection. Interestingly, expression of the closely related paralogues JADE1 and JADE2 are unable to restrict influenza A virus infection, suggesting a distinct function of JADE3. We identify both shared and unique transcriptional signatures between uninfected cells expressing JADE3 and JADE2. These data provide a framework for understanding the overlapping and distinct functions of the JADE family of paralogues. Specifically, we find that JADE3 expression activates the NF-kB signaling pathway, consistent with an antiviral function. Therefore, we propose JADE3, but not JADE1 or JADE2, activates an antiviral genetic program involving the NF-kB pathway to restrict influenza A virus infection.
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Affiliation(s)
- Moiz Munir
- Departments of Immunology and Microbiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Aaron Embry
- Departments of Immunology and Microbiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - John G. Doench
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Nicholas S. Heaton
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC, USA
| | - Craig B. Wilen
- Departments of Laboratory Medicine and Immunobiology, Yale School of Medicine, New Haven, CT, USA
| | - Robert C. Orchard
- Departments of Immunology and Microbiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
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4
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Sonnenburg A, Stahlmann R, Kreutz R, Peiser M. A new cell line based coculture system for skin sensitisation testing in one single assay using T cells, aryl hydrocarbon receptor knockout, and co-inhibitory blockage. Arch Toxicol 2023; 97:1677-1689. [PMID: 37147507 PMCID: PMC10182954 DOI: 10.1007/s00204-023-03506-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 04/24/2023] [Indexed: 05/07/2023]
Abstract
Established in vitro assays for regulatory testing of skin sensitisation partly suffer from only moderate sensitivity, specificity, and predictivity when testing specific groups of chemicals. This may be due to limited biomarker response in vitro in cell types that interact as crucial players of in vivo skin sensitisation pathogenesis. Here, we propose a molecular approach to overcome this limitation. In our model, we apply genome editing and blocking of immunoregulatory molecules to increase the range of biomarker modulation by sensitising chemicals. To this end, aryl hydrocarbon receptor (AhR) knockout was done by CRISPR/Cas9 technology in THP-1 cells and combined with Programmed Cell Death-Ligand (PD-L)1 blockade. AhR-knockout THP-1 in coculture with HaCaT keratinocytes showed increased CD54 expression compared to wild type cells after stimulation with 10 µmol/L dinitrochlorobenzene (DNCB) that was further enhanced by anti-PD-L1. After stimulation of AhR-knockout THP-1 with 200 µmol/L mercaptobenzothiazol or 10 µmol/L DNCB, cocultivated Jurkat T cells significantly increased expression of T cell receptor-associated CD3. No such increase was detected after prior treatment of THP-1 with 150 µmol/L of irritant sodium lauryl sulphate. Additionally, higher levels of inflammatory cytokines MIP-3α, MIP-1β, TNF-α, and IL-8 were found in supernatants of enhanced loose-fit co-culture based sensitisation assay (eLCSA) after substance treatment. Hence, eLCSA allowed to discriminate between sensitisers and non-sensitisers. Thus, inhibition of immunoinhibitory pathway signalling by combining AhR knockout and PD-L1 antibody blockage into an assay involving main acting cell types in skin sensitisation may increase sensitivity and specificity of such assays and allow potency derivation.
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Affiliation(s)
- Anna Sonnenburg
- Institute for Clinical Pharmacology and Toxicology, Charité-Universitätsmedizin Berlin, Berlin, Germany.
- Institute of Chemistry and Biochemistry, Freie Universität Berlin, Berlin, Germany.
- Department Pesticides Safety, German Federal Institute for Risk Assessment, Berlin, Germany.
| | - Ralf Stahlmann
- Institute for Clinical Pharmacology and Toxicology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Reinhold Kreutz
- Institute for Clinical Pharmacology and Toxicology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Matthias Peiser
- Institute of Chemistry and Biochemistry, Freie Universität Berlin, Berlin, Germany
- Department Food Safety, German Federal Institute for Risk Assessment, Berlin, Germany
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5
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Despréaux P, Jeanton C, Desaulle D, Al Zallouha M, Verdin A, Momas I, Achard S. Innovative graph analysis method to assess gene expression modulation after fine particles exposures of 3D human airway epithelia. ENVIRONMENTAL RESEARCH 2023; 221:115296. [PMID: 36642119 DOI: 10.1016/j.envres.2023.115296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 12/27/2022] [Accepted: 01/11/2023] [Indexed: 06/17/2023]
Abstract
Environmental particles have dramatic consequences for health, especially for the most vulnerable people, such as asthmatics. To better understand the impact on gene expression modulation of fine particles (PM2.5-0.3) from different emission sources, a 3D-airway model, a human bronchial epithelium (MucilAir-HF™) reconstructed from primary cells from healthy (EpiH) or asthmatic (EpiA) donors, was used. Repeated air-liquid exposures were performed, and epithelia were sacrificed to extract RNAs and assess gene expression. Data were analyzed according to the emission sources, physiological status, and exposure doses using a recent model consisting in a graph analysis on pairwise expression ratio. The results were compared with those from the classical ΔΔCt method. The graph analysis method proved to have better statistical properties than the classical ΔΔCt method and demonstrated that repeated PM2.5-0.3 exposures induced a dose-dependent up-regulation of the metabolic gene (CYP1B1) and a down-regulation of the inflammation gene (CXCL10). These modulations were greater for "industrial" than for "urban traffic" fine particles, and the effects were found to be greater after exposure of EpiA than EpiH, thus emphasizing the importance of the epithelium's physiological status in sensitivity to particles. Our study is original in terms of the experimental conditions and the graphical statistical analysis model established. The results highlight the importance of particle chemistry on the modulation of cellular and molecular responses, which may vary according to the individual's vulnerability.
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Affiliation(s)
- Philomène Despréaux
- Université Paris Cité, Faculté de Pharmacie, CRESS INSERM UMR 1153, équipe HERA (Health Environmental Risk Assessment), Paris, France
| | - Capucine Jeanton
- Université Paris Cité, Faculté de Pharmacie, CRESS INSERM UMR 1153, équipe HERA (Health Environmental Risk Assessment), Paris, France
| | - Dorota Desaulle
- Université Paris Cité, Faculté de Pharmacie, UR 7537 - BioSTM (Biostatistique, Traitement et Modélisation des données biologiques), Paris, France
| | - Margueritta Al Zallouha
- Université Paris Cité, Faculté de Pharmacie, CRESS INSERM UMR 1153, équipe HERA (Health Environmental Risk Assessment), Paris, France
| | - Anthony Verdin
- Université du Littoral Côte d'Opale, Unité de Chimie Environnementale et Interactions sur le Vivant (UCEIV) UR4492, SFR Condorcet CNRS 3417, Dunkerque, France
| | - Isabelle Momas
- Université Paris Cité, Faculté de Pharmacie, CRESS INSERM UMR 1153, équipe HERA (Health Environmental Risk Assessment), Paris, France
| | - Sophie Achard
- Université Paris Cité, Faculté de Pharmacie, CRESS INSERM UMR 1153, équipe HERA (Health Environmental Risk Assessment), Paris, France.
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6
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Dong MB, Tang K, Zhou X, Zhou JJ, Chen S. Tumor immunology CRISPR screening: present, past, and future. Trends Cancer 2022; 8:210-225. [PMID: 34920978 PMCID: PMC8854335 DOI: 10.1016/j.trecan.2021.11.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Revised: 11/21/2021] [Accepted: 11/22/2021] [Indexed: 02/08/2023]
Abstract
Recent advances in immunotherapy have fundamentally changed the landscape of cancer treatment by leveraging the specificity and selectivity of the adaptive immune system to kill cancer cells. These successes have ushered in a new wave of research aimed at understanding immune recognition with the hope of developing newer immunotherapies. The advent of clustered regularly interspaced short palindromic repeats (CRISPR) technologies and advancement of multiomics modalities have greatly accelerated the discovery process. Here, we review the current literature surrounding CRISPR screens within the context of tumor immunology, provide essential components needed to conduct immune-specific CRISPR screens, and present avenues for future research.
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Affiliation(s)
- Matthew B. Dong
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA,System Biology Institute, Yale University, West Haven, CT, USA,Center for Cancer Systems Biology, Yale University, West Haven, CT, USA,Immunobiology Program, Yale University, New Haven, CT, USA,Department of Immunobiology, Yale University, New Haven, CT, USA,M.D.-Ph.D. Program, Yale University, West Haven, CT, USA
| | - Kaiyuan Tang
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA,System Biology Institute, Yale University, West Haven, CT, USA,Center for Cancer Systems Biology, Yale University, West Haven, CT, USA,Molecular Cell Biology, Genetics, and Development Program, Yale University, New Haven, CT, USA
| | - Xiaoyu Zhou
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA,System Biology Institute, Yale University, West Haven, CT, USA,Center for Cancer Systems Biology, Yale University, West Haven, CT, USA
| | - Jingjia J. Zhou
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA,System Biology Institute, Yale University, West Haven, CT, USA,Center for Cancer Systems Biology, Yale University, West Haven, CT, USA
| | - Sidi Chen
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA; System Biology Institute, Yale University, West Haven, CT, USA; Center for Cancer Systems Biology, Yale University, West Haven, CT, USA; Immunobiology Program, Yale University, New Haven, CT, USA; M.D.-Ph.D. Program, Yale University, West Haven, CT, USA; Molecular Cell Biology, Genetics, and Development Program, Yale University, New Haven, CT, USA; Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA; Yale Comprehensive Cancer Center, Yale University School of Medicine, New Haven, CT, USA; Yale Stem Cell Center, Yale University School of Medicine, New Haven, CT, USA; Yale Center for Biomedical Data Science, Yale University School of Medicine, New Haven, CT, USA.
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7
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Mohammed Salih M, Carpenter S. What sequencing technologies can teach us about innate immunity. Immunol Rev 2022; 305:9-28. [PMID: 34747035 PMCID: PMC8865538 DOI: 10.1111/imr.13033] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 09/22/2021] [Accepted: 10/16/2021] [Indexed: 01/03/2023]
Abstract
For years, we have taken a reductionist approach to understanding gene regulation through the study of one gene in one cell at a time. While this approach has been fruitful it is laborious and fails to provide a global picture of what is occurring in complex situations involving tightly coordinated immune responses. The emergence of whole-genome techniques provides a system-level view of a response and can provide a plethora of information on events occurring in a cell from gene expression changes to splicing changes and chemical modifications. As with any technology, this often results in more questions than answers, but this wealth of knowledge is providing us with an unprecedented view of what occurs inside our cells during an immune response. In this review, we will discuss the current RNA-sequencing technologies and what they are helping us learn about the innate immune system.
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Affiliation(s)
- Mays Mohammed Salih
- Department of Molecular Cell and Developmental Biology, University of California Santa Cruz, Santa Cruz, California, USA
| | - Susan Carpenter
- Department of Molecular Cell and Developmental Biology, University of California Santa Cruz, Santa Cruz, California, USA
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