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Hershan AA. Pathogenesis of COVID19 and the applications of US FDA-approved repurposed antiviral drugs to combat SARS-CoV-2 in Saudi Arabia: A recent update by review of literature. Saudi J Biol Sci 2024; 31:104023. [PMID: 38799719 PMCID: PMC11127266 DOI: 10.1016/j.sjbs.2024.104023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Revised: 05/05/2024] [Accepted: 05/10/2024] [Indexed: 05/29/2024] Open
Abstract
Still, there is no cure for the highly contagious severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-caused coronavirus disease 2019 (COVID19). The COVID19 pandemic caused health emergencies which resulted in enormous medical and financial consequences worldwide including Saudi Arabia. Saudi Arabia is the largest Arab country of the Middle East. The urban setting of Saudi Arabia makes it vulnerable towards SARS-CoV-2 (SCV-2). Religious areas of this country are visited by millions of pilgrims every year for the Umrah and Hajj pilgrimage, which contributes to the potential COVID19 epidemic risk. COVID19 throws various challenges to healthcare professionals to choose the right drugs or therapy in clinical settings because of the lack of availability of newer drugs. Current drug development and discovery is an expensive, complex, and long process, which involves a high failure rate in clinical trials. While repurposing of United States Food and Drug Administration (US FDA)-approved antiviral drugs offers numerous benefits including complete pharmacokinetic and safety profiles, which significantly shorten drug development cycles and reduce costs. A range of repurposed US FDA-approved antiviral drugs including ribavirin, lopinavir/ritonavir combination, oseltamivir, darunavir, remdesivir, nirmatrelvir/ritonavir combination, and molnupiravir showed encouraging results in clinical trials in COVID19 treatment. In this article, several COVID19-related discussions have been provided including emerging variants of concern of, COVID19 pathogenesis, COVID19 pandemic scenario in Saudi Arabia, drug repurposing strategies against SCV-2, as well as repurposing of US FDA-approved antiviral drugs that might be considered to combat SCV-2 in Saudi Arabia. Moreover, drug repurposing in the context of COVID19 management along with its limitations and future perspectives have been summarized.
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Affiliation(s)
- Almonther Abdullah Hershan
- The University of Jeddah, College of Medicine, Department of Medical microbiology and parasitology, Jeddah, Saudi Arabia
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2
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He W, Yao C, Wang K, Duan Z, Wang S, Xie L. Single-cell landscape of immunological responses in elderly patients with sepsis. Immun Ageing 2024; 21:40. [PMID: 38909272 DOI: 10.1186/s12979-024-00446-z] [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: 04/30/2024] [Accepted: 06/11/2024] [Indexed: 06/24/2024]
Abstract
Sepsis is a dysregulated host response to severe infections, and immune dysfunction plays a crucial role in its pathogenesis. Elderly patients, a special population influenced by immunosenescence, are more susceptible to sepsis and have a worse prognosis. However, the immunopathogenic mechanisms underlying sepsis in elderly patients remain unclear. Here, we performed single-cell RNA sequencing of peripheral blood samples from young and old subjects and patients with sepsis. By exploring the transcriptional profiles of immune cells, we analyzed immune cell compositions, phenotype shifts, expression heterogeneities, and intercellular communication. In elderly patients with sepsis, innate immune cells (e.g., monocytes and DCs) exhibit decreased antigen presentation, presenting an overactive inflammatory and senescent phenotype. However, the immunophenotype of T cells shifted to characterize effector, memory, and exhaustion. Moreover, we identified strong interferon-γ responses of T cells in both aging and sepsis groups and a deranged inflammaging status in elderly sepsis patients. Tregs in elderly patients with sepsis showed increased abundance and enhanced immunosuppressive effects. In addition, metabolism-associated pathways were upregulated in T cells in elderly patients with sepsis, and the lysine metabolism pathway was enriched in Tregs. Cell-cell interaction analysis showed that the expression profile of ligand-receptor pairs was probably associated with aggravated immune dysfunction in elderly patients with sepsis. A novel HLA-KIR interaction was observed between Tregs and CD8 + T cells. These findings illustrate the immunological hallmarks of sepsis in elderly patients, and highlight that immunosuppressive and metabolic regulatory pathways may undergo important alterations in elderly patients with sepsis.
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Affiliation(s)
- Wanxue He
- Department of Pulmonary and Critical Care Medicine, Xuanwu Hospital Capital Medical University, Beijing, China
- College of Pulmonary and Critical Care Medicine, The Eighth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Chen Yao
- College of Pulmonary and Critical Care Medicine, The Eighth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Kaifei Wang
- College of Pulmonary and Critical Care Medicine, The Eighth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Zhimei Duan
- College of Pulmonary and Critical Care Medicine, The Eighth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Shuo Wang
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China.
| | - Lixin Xie
- College of Pulmonary and Critical Care Medicine, The Eighth Medical Center, Chinese PLA General Hospital, Beijing, China.
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3
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Singh A, Sen S, Iter M, Adelaja A, Luecke S, Guo X, Hoffmann A. Stimulus-response signaling dynamics characterize macrophage polarization states. Cell Syst 2024; 15:563-577.e6. [PMID: 38843840 DOI: 10.1016/j.cels.2024.05.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 12/03/2023] [Accepted: 05/10/2024] [Indexed: 06/22/2024]
Abstract
The functional state of cells is dependent on their microenvironmental context. Prior studies described how polarizing cytokines alter macrophage transcriptomes and epigenomes. Here, we characterized the functional responses of 6 differentially polarized macrophage populations by measuring the dynamics of transcription factor nuclear factor κB (NF-κB) in response to 8 stimuli. The resulting dataset of single-cell NF-κB trajectories was analyzed by three approaches: (1) machine learning on time-series data revealed losses of stimulus distinguishability with polarization, reflecting canalized effector functions. (2) Informative trajectory features driving stimulus distinguishability ("signaling codons") were identified and used for mapping a cell state landscape that could then locate macrophages conditioned by an unrelated condition. (3) Kinetic parameters, inferred using a mechanistic NF-κB network model, provided an alternative mapping of cell states and correctly predicted biochemical findings. Together, this work demonstrates that a single analyte's dynamic trajectories may distinguish the functional states of single cells and molecular network states underlying them. A record of this paper's transparent peer review process is included in the supplemental information.
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Affiliation(s)
- Apeksha Singh
- Signaling Systems Laboratory, Department of Microbiology, Immunology, and Molecular Genetics, and Institute for Quantitative and Computational Biosciences, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Supriya Sen
- Signaling Systems Laboratory, Department of Microbiology, Immunology, and Molecular Genetics, and Institute for Quantitative and Computational Biosciences, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Michael Iter
- Signaling Systems Laboratory, Department of Microbiology, Immunology, and Molecular Genetics, and Institute for Quantitative and Computational Biosciences, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Adewunmi Adelaja
- Signaling Systems Laboratory, Department of Microbiology, Immunology, and Molecular Genetics, and Institute for Quantitative and Computational Biosciences, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Stefanie Luecke
- Signaling Systems Laboratory, Department of Microbiology, Immunology, and Molecular Genetics, and Institute for Quantitative and Computational Biosciences, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Xiaolu Guo
- Signaling Systems Laboratory, Department of Microbiology, Immunology, and Molecular Genetics, and Institute for Quantitative and Computational Biosciences, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Alexander Hoffmann
- Signaling Systems Laboratory, Department of Microbiology, Immunology, and Molecular Genetics, and Institute for Quantitative and Computational Biosciences, University of California, Los Angeles, Los Angeles, CA 90095, USA.
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4
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Peidli S, Nouailles G, Wyler E, Adler JM, Kunder S, Voß A, Kazmierski J, Pott F, Pennitz P, Postmus D, Teixeira Alves LG, Goffinet C, Gruber AD, Blüthgen N, Witzenrath M, Trimpert J, Landthaler M, Praktiknjo SD. Single-cell-resolved interspecies comparison shows a shared inflammatory axis and a dominant neutrophil-endothelial program in severe COVID-19. Cell Rep 2024; 43:114328. [PMID: 38861386 DOI: 10.1016/j.celrep.2024.114328] [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: 12/15/2023] [Revised: 04/21/2024] [Accepted: 05/22/2024] [Indexed: 06/13/2024] Open
Abstract
A key issue for research on COVID-19 pathogenesis is the lack of biopsies from patients and of samples at the onset of infection. To overcome these hurdles, hamsters were shown to be useful models for studying this disease. Here, we further leverage the model to molecularly survey the disease progression from time-resolved single-cell RNA sequencing data collected from healthy and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-infected Syrian and Roborovski hamster lungs. We compare our data to human COVID-19 studies, including bronchoalveolar lavage, nasal swab, and postmortem lung tissue, and identify a shared axis of inflammation dominated by macrophages, neutrophils, and endothelial cells, which we show to be transient in Syrian and terminal in Roborovski hamsters. Our data suggest that, following SARS-CoV-2 infection, commitment to a type 1- or type 3-biased immunity determines moderate versus severe COVID-19 outcomes, respectively.
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Affiliation(s)
- Stefan Peidli
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Berlin, Germany; Institute for Biology, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Geraldine Nouailles
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Infectious Diseases, Respiratory Medicine and Critical Care, Berlin, Germany
| | - Emanuel Wyler
- Berlin Institute for Medical Systems Biology (BIMSB), Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Julia M Adler
- Institut für Virologie, Freie Universität Berlin, Berlin, Germany
| | - Sandra Kunder
- Institute of Veterinary Pathology, Freie Universität Berlin, Berlin, Germany
| | - Anne Voß
- Institute of Veterinary Pathology, Freie Universität Berlin, Berlin, Germany
| | - Julia Kazmierski
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Virology, Berlin, Germany; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Fabian Pott
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Virology, Berlin, Germany; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Peter Pennitz
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Infectious Diseases, Respiratory Medicine and Critical Care, Berlin, Germany
| | - Dylan Postmus
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Virology, Berlin, Germany; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Luiz Gustavo Teixeira Alves
- Berlin Institute for Medical Systems Biology (BIMSB), Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Christine Goffinet
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Virology, Berlin, Germany; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Achim D Gruber
- Institute of Veterinary Pathology, Freie Universität Berlin, Berlin, Germany
| | - Nils Blüthgen
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Berlin, Germany; Institute for Biology, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Martin Witzenrath
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Infectious Diseases, Respiratory Medicine and Critical Care, Berlin, Germany; German Center for Lung Research (DZL), Berlin, Germany
| | - Jakob Trimpert
- Institut für Virologie, Freie Universität Berlin, Berlin, Germany; Department of Diagnostic Medicine and Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, KS, USA
| | - Markus Landthaler
- Institute for Biology, Humboldt-Universität zu Berlin, Berlin, Germany; Berlin Institute for Medical Systems Biology (BIMSB), Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Samantha D Praktiknjo
- Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.
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5
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Wu J, Zheng Y, Zhang LN, Gu CL, Chen WL, Chang MQ. Advanced nanomedicines and immunotherapeutics to treat respiratory diseases especially COVID-19 induced thrombosis. World J Clin Cases 2024; 12:2704-2712. [PMID: 38899301 PMCID: PMC11185334 DOI: 10.12998/wjcc.v12.i16.2704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Revised: 03/06/2024] [Accepted: 04/16/2024] [Indexed: 05/29/2024] Open
Abstract
Immunotherapy and associated immune regulation strategies gained huge attraction in order to be utilized for treatment and prevention of respiratory diseases. Engineering specifically nanomedicines can be used to regulate host immunity in lungs in the case of respiratory diseases including coronavirus disease 2019 (COVID-19) infection. COVID-19 causes pulmonary embolisms, thus new therapeutic options are required to target thrombosis, as conventional treatment options are either not effective due to the complexity of the immune-thrombosis pathophysiology. In this review, we discuss regulation of immune response in respiratory diseases especially COVID-19. We further discuss thrombosis and provide an overview of some antithrombotic nanoparticles, which can be used to develop nanomedicine against thrombo-inflammation induced by COVID-19 and other respiratory infectious diseases. We also elaborate the importance of immunomodulatory nanomedicines that can block pro-inflammatory signalling pathways, and thus can be recommended to treat respiratory infectious diseases.
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Affiliation(s)
- Jie Wu
- Department of Respiratory and Oncology, 72nd Group Army Hospital of PLA, Huzhou 313000, Zhejiang Province, China
| | - Ying Zheng
- Department of Respiratory and Oncology, 72nd Group Army Hospital of PLA, Huzhou 313000, Zhejiang Province, China
| | - Li-Na Zhang
- Department of Respiratory and Oncology, 72nd Group Army Hospital of PLA, Huzhou 313000, Zhejiang Province, China
| | - Cai-Li Gu
- Department of Respiratory and Oncology, 72nd Group Army Hospital of PLA, Huzhou 313000, Zhejiang Province, China
| | - Wang-Li Chen
- Department of Respiratory and Oncology, 72nd Group Army Hospital of PLA, Huzhou 313000, Zhejiang Province, China
| | - Min-Qiang Chang
- Department of Otorhinolaryngology, 72nd Group Army Hospital of PLA, Huzhou 313000, Zhejiang Province, China
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6
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Wu TTH, Travaglini KJ, Rustagi A, Xu D, Zhang Y, Andronov L, Jang S, Gillich A, Dehghannasiri R, Martínez-Colón GJ, Beck A, Liu DD, Wilk AJ, Morri M, Trope WL, Bierman R, Weissman IL, Shrager JB, Quake SR, Kuo CS, Salzman J, Moerner W, Kim PS, Blish CA, Krasnow MA. Interstitial macrophages are a focus of viral takeover and inflammation in COVID-19 initiation in human lung. J Exp Med 2024; 221:e20232192. [PMID: 38597954 PMCID: PMC11009983 DOI: 10.1084/jem.20232192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 02/09/2024] [Accepted: 03/04/2024] [Indexed: 04/11/2024] Open
Abstract
Early stages of deadly respiratory diseases including COVID-19 are challenging to elucidate in humans. Here, we define cellular tropism and transcriptomic effects of SARS-CoV-2 virus by productively infecting healthy human lung tissue and using scRNA-seq to reconstruct the transcriptional program in "infection pseudotime" for individual lung cell types. SARS-CoV-2 predominantly infected activated interstitial macrophages (IMs), which can accumulate thousands of viral RNA molecules, taking over 60% of the cell transcriptome and forming dense viral RNA bodies while inducing host profibrotic (TGFB1, SPP1) and inflammatory (early interferon response, CCL2/7/8/13, CXCL10, and IL6/10) programs and destroying host cell architecture. Infected alveolar macrophages (AMs) showed none of these extreme responses. Spike-dependent viral entry into AMs used ACE2 and Sialoadhesin/CD169, whereas IM entry used DC-SIGN/CD209. These results identify activated IMs as a prominent site of viral takeover, the focus of inflammation and fibrosis, and suggest targeting CD209 to prevent early pathology in COVID-19 pneumonia. This approach can be generalized to any human lung infection and to evaluate therapeutics.
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Affiliation(s)
- Timothy Ting-Hsuan Wu
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, San Francisco, CA, USA
| | - Kyle J. Travaglini
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, San Francisco, CA, USA
| | - Arjun Rustagi
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Duo Xu
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
- Sarafan ChEM-H, Stanford University, Stanford, CA, USA
| | - Yue Zhang
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, San Francisco, CA, USA
- Department of Biology, Stanford University, Stanford, CA, USA
| | - Leonid Andronov
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - SoRi Jang
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, San Francisco, CA, USA
| | - Astrid Gillich
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, San Francisco, CA, USA
| | - Roozbeh Dehghannasiri
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
- Department of Biomedical Data Science, Stanford University School of Medicine, Stanford, CA, USA
| | - Giovanny J. Martínez-Colón
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Program in Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Aimee Beck
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Daniel Dan Liu
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Aaron J. Wilk
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Program in Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Winston L. Trope
- Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Rob Bierman
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
| | - Irving L. Weissman
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Joseph B. Shrager
- Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, CA, USA
- Veterans Affairs Palo Alto Healthcare System, Palo Alto, CA, USA
| | - Stephen R. Quake
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Department of Bioengineering, Stanford University, Stanford, CA, USA
| | - Christin S. Kuo
- Department of Pediatrics, Pulmonary Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Julia Salzman
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
- Department of Biomedical Data Science, Stanford University School of Medicine, Stanford, CA, USA
| | - W.E. Moerner
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - Peter S. Kim
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Sarafan ChEM-H, Stanford University, Stanford, CA, USA
| | - Catherine A. Blish
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Program in Immunology, Stanford University School of Medicine, Stanford, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Mark A. Krasnow
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
- Vera Moulton Wall Center for Pulmonary Vascular Disease, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, San Francisco, CA, USA
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7
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Islam R, Heyer J, Figura M, Wang X, Nie X, Nathaniel B, Indumathy S, Hartmann K, Pleuger C, Fijak M, Kliesch S, Dittmar F, Pilatz A, Wagenlehner F, Hedger M, Loveland B, Hotaling JH, Guo J, Loveland KL, Schuppe HC, Fietz D. T cells in testicular germ cell tumors: new evidence of fundamental contributions by rare subsets. Br J Cancer 2024; 130:1893-1903. [PMID: 38649788 PMCID: PMC11183042 DOI: 10.1038/s41416-024-02669-9] [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: 10/03/2023] [Accepted: 03/21/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Immune cell infiltration is heterogeneous but common in testicular germ cell tumors (TGCT) and pre-invasive germ cell neoplasia in situ (GCNIS). Tumor-infiltrating T cells including regulatory T (Treg) and follicular helper T (Tfh) cells are found in other cancer entities, but their contributions to TGCT are unknown. METHODS Human testis specimens from independent patient cohorts were analyzed using immunohistochemistry, flow cytometry and single-cell RNA sequencing (scRNA-seq) with special emphasis on delineating T cell subtypes. RESULTS Profound changes in immune cell composition within TGCT, shifting from macrophages in normal testes to T cells plus B and dendritic cells in TGCT, were documented. In most samples (96%), the CD4+ T cell frequency exceeded that of CD8+ cells, with decreasing numbers from central to peripheral tumor areas, and to tumor-free, contralateral testes. T cells including Treg and Tfh were most abundant in seminoma compared to mixed tumors and embryonal carcinoma. CONCLUSION Despite considerable heterogeneity between patients, T cell subtypes form a key part of the TGCT microenvironment. The novel finding of rare Treg and Tfh cells in human testis suggests their involvement in TGCT pathobiology, with implications for understanding tumor progression, to assess patients' prognosis, and as putative targets for personalized immunotherapy.
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Affiliation(s)
- Rashidul Islam
- Dept. of Veterinary Anatomy, Histology and Embryology, Justus Liebig University, Giessen, Germany
- Centre for Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC, Australia
- Department of Molecular and Translational Sciences, Monash University, Clayton, VIC, Australia
- Department of Developmental Pathology, Institute of Pathology, University Hospital Bonn, Bonn, Germany
| | - Jannis Heyer
- Dept. of Veterinary Anatomy, Histology and Embryology, Justus Liebig University, Giessen, Germany
- Dept. of Urology, Pediatric Urology and Andrology, Justus Liebig University, Giessen, Germany
| | - Miriam Figura
- Dept. of Veterinary Anatomy, Histology and Embryology, Justus Liebig University, Giessen, Germany
- Dept. of Urology, Pediatric Urology and Andrology, Justus Liebig University, Giessen, Germany
| | - Xiaoyan Wang
- State Key Laboratory of Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- Beijing Institute of Stem Cell and Regenerative Medicine, Beijing, China
| | - Xichen Nie
- Division of Urology, Department of Surgery, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Benedict Nathaniel
- Centre for Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC, Australia
| | - Sivanjah Indumathy
- Dept. of Veterinary Anatomy, Histology and Embryology, Justus Liebig University, Giessen, Germany
- Centre for Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC, Australia
- Department of Molecular and Translational Sciences, Monash University, Clayton, VIC, Australia
| | - Katja Hartmann
- Dept. of Veterinary Anatomy, Histology and Embryology, Justus Liebig University, Giessen, Germany
| | - Christiane Pleuger
- Hessian Centre of Reproductive Medicine, Justus-Liebig-University, Giessen, Germany
- Institute of Anatomy and Cell Biology, Justus Liebig University, Giessen, Germany
| | - Monika Fijak
- Hessian Centre of Reproductive Medicine, Justus-Liebig-University, Giessen, Germany
- Institute of Anatomy and Cell Biology, Justus Liebig University, Giessen, Germany
| | - Sabine Kliesch
- Centre of Reproductive Medicine and Andrology, University of Muenster, Muenster, Germany
| | - Florian Dittmar
- Dept. of Urology, Pediatric Urology and Andrology, Justus Liebig University, Giessen, Germany
| | - Adrian Pilatz
- Dept. of Urology, Pediatric Urology and Andrology, Justus Liebig University, Giessen, Germany
- Hessian Centre of Reproductive Medicine, Justus-Liebig-University, Giessen, Germany
| | - Florian Wagenlehner
- Dept. of Urology, Pediatric Urology and Andrology, Justus Liebig University, Giessen, Germany
- Hessian Centre of Reproductive Medicine, Justus-Liebig-University, Giessen, Germany
| | - Mark Hedger
- Centre for Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC, Australia
- Department of Molecular and Translational Sciences, Monash University, Clayton, VIC, Australia
| | | | - James H Hotaling
- Division of Urology, Department of Surgery, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Jingtao Guo
- State Key Laboratory of Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- Beijing Institute of Stem Cell and Regenerative Medicine, Beijing, China
- Division of Urology, Department of Surgery, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Kate L Loveland
- Centre for Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC, Australia
- Department of Molecular and Translational Sciences, Monash University, Clayton, VIC, Australia
| | - Hans-Christian Schuppe
- Dept. of Urology, Pediatric Urology and Andrology, Justus Liebig University, Giessen, Germany
- Hessian Centre of Reproductive Medicine, Justus-Liebig-University, Giessen, Germany
| | - Daniela Fietz
- Dept. of Veterinary Anatomy, Histology and Embryology, Justus Liebig University, Giessen, Germany.
- Hessian Centre of Reproductive Medicine, Justus-Liebig-University, Giessen, Germany.
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8
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Zhang D, Cui F, Zheng K, Li W, Liu Y, Wu C, Peng L, Yang Z, Chen Q, Xia C, Li S, Jin Z, Xu X, Jin G, Li Z, Huang H. Single-cell RNA sequencing reveals the process of CA19-9 production and dynamics of the immune microenvironment between CA19-9 (+) and CA19-9 (-) PDAC. Chin Med J (Engl) 2024:00029330-990000000-01091. [PMID: 38816396 DOI: 10.1097/cm9.0000000000003130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Indexed: 06/01/2024] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is one of the main types of malignant tumor of the digestive system, and patient prognosis is affected by difficulties in early diagnosis, poor treatment response, and a high postoperative recurrence rate. Carbohydrate antigen 19-9 (CA19-9) has been widely used as a biomarker for the diagnosis and postoperative follow-up of PDAC patients. Nevertheless, the production mechanism and potential role of CA19-9 in PDAC progression have not yet been elucidated. METHODS We performed single-cell RNA sequencing on six samples pathologically diagnosed as PDAC (three CA19-9-positive and three CA19-9-negative PDAC samples) and two paracarcinoma samples. We also downloaded and integrated PDAC samples (three each from CA19-9-positive and CA19-9-negative patients) from an online database. The dynamics of the proportion and potential function of each cell type were verified through immunofluorescence. Moreover, we built an in vitro coculture cellular model to confirm the potential function of CA19-9. RESULTS Three subtypes of cancer cells with a high ability to produce CA19-9 were identified by the markers TOP2A, AQP5, and MUC5AC. CA19-9 production bypass was discovered on antigen-presenting cancer-associated fibroblasts (apCAFs). Importantly, the proportion of immature ficolin-1 positive (FCN1+) macrophages was high in the CA19-9-negative group, and the proportion of mature M2-like macrophages was high in the CA19-9-positive group. High proportions of these two macrophage subtypes were associated with an unfavourable clinical prognosis. Further experiments indicated that CA19-9 could facilitate the transformation of M0 macrophages into M2 macrophages in the tumor microenvironment. CONCLUSIONS Our study described CA19-9 production at single-cell resolution and the dynamics of the immune atlas in CA19-9-positive and CA19-9-negative PDAC. CA19-9 could promote M2 polarization of macrophage in the pancreatic tumor microenvironment.
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Affiliation(s)
- Deyu Zhang
- Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Fang Cui
- Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Kailian Zheng
- Department of Pancreatic Surgery, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Wanshun Li
- Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Yue Liu
- Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Chang Wu
- Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Lisi Peng
- Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Zhenghui Yang
- Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Qianqian Chen
- College of Life Science, Fujian Agriculture and Forestry University, Fuzhou, Fujian 350000, China
| | - Chuanchao Xia
- Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Shiyu Li
- Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Zhendong Jin
- Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Xiaojiang Xu
- Department of Pathology and Laboratory Medicine, Tulane University, New Orleans, LA 70115 USA
- School of Medicine, Tulane University, New Orleans, LA 70115 USA
| | - Gang Jin
- Department of Pancreatic Surgery, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Zhaoshen Li
- Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Haojie Huang
- Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China
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9
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Mukhatayev Z, Adilbayeva A, Kunz J. CTHRC1: An Emerging Hallmark of Pathogenic Fibroblasts in Lung Fibrosis. Cells 2024; 13:946. [PMID: 38891078 PMCID: PMC11171484 DOI: 10.3390/cells13110946] [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: 02/29/2024] [Revised: 05/13/2024] [Accepted: 05/16/2024] [Indexed: 06/21/2024] Open
Abstract
Pulmonary fibrosis is a chronic, progressive, irreversible lung disease characterized by fibrotic scarring in the lung parenchyma. This condition involves the excessive accumulation of extracellular matrix (ECM) due to the aberrant activation of myofibroblasts in the alveolar environment. Transforming growth factor beta (TGF-β) signaling is a crucial driver of fibrogenesis because it promotes excessive ECM deposition, thereby leading to scar formation and lung damage. A primary target of TGF-β signaling in fibrosis is Collagen Triple Helix Repeat Containing 1 (CTHRC1), a secreted glycoprotein that plays a pivotal role in ECM deposition and wound repair. TGF-β transcriptionally regulates CTHRC1 in response to tissue injury and controls the wound healing response through functional activity. CTHRC1 may also play an essential role in re-establishing and maintaining tissue homeostasis after wound closure by modulating both the TGF-β and canonical Wnt signaling pathways. This dual function suggests that CTHRC1 regulates tissue remodeling and homeostasis. However, deregulated CTHRC1 expression in pathogenic fibroblasts has recently emerged as a hallmark of fibrosis in multiple organs and tissues. This review highlights recent studies suggesting that CTHRC1 can serve as a diagnostic and prognostic biomarker for fibrosis in idiopathic pulmonary fibrosis, systemic sclerosis, and post-COVID-19 lung fibrosis. Notably, CTHRC1 expression is responsive to antifibrotic drugs that target the TGF-β pathway, such as pirfenidone and bexotegrast, indicating its potential as a biomarker of treatment success. These findings suggest that CTHRC1 may present new opportunities for diagnosing and treating patients with lung fibrosis.
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Affiliation(s)
| | | | - Jeannette Kunz
- Department of Biomedical Sciences, School of Medicine, Nazarbayev University, 5/1 Kerey and Zhanibek Khans St., 020000 Astana, Kazakhstan; (Z.M.); (A.A.)
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10
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Donado CA, Jonsson AH, Theisen E, Zhang F, Nathan A, Rupani KV, Jones D, Raychaudhuri S, Dwyer DF, Brenner MB. Granzyme K drives a newly-intentified pathway of complement activation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.22.595315. [PMID: 38826230 PMCID: PMC11142156 DOI: 10.1101/2024.05.22.595315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
Granzymes are a family of serine proteases mainly expressed by CD8+ T cells, natural killer cells, and innate-like lymphocytes1,2. Although their major role is thought to be the induction of cell death in virally infected and tumor cells, accumulating evidence suggests some granzymes can regulate inflammation by acting on extracellular substrates2. Recently, we found that the majority of tissue CD8+ T cells in rheumatoid arthritis (RA) synovium, inflammatory bowel disease and other inflamed organs express granzyme K (GZMK)3, a tryptase-like protease with poorly defined function. Here, we show that GZMK can activate the complement cascade by cleaving C2 and C4. The nascent C4b and C2a fragments form a C3 convertase that cleaves C3, allowing further assembly of a C5 convertase that cleaves C5. The resulting convertases trigger every major event in the complement cascade, generating the anaphylatoxins C3a and C5a, the opsonins C4b and C3b, and the membrane attack complex. In RA synovium, GZMK is enriched in areas with abundant complement activation, and fibroblasts are the major producers of complement C2, C3, and C4 that serve as targets for GZMK-mediated complement activation. Our findings describe a previously unidentified pathway of complement activation that is entirely driven by lymphocyte-derived GZMK and proceeds independently of the classical, lectin, or alternative pathways. Given the widespread abundance of GZMK-expressing T cells in tissues in chronic inflammatory diseases and infection, GZMK-mediated complement activation is likely to be an important contributor to tissue inflammation in multiple disease contexts.
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Affiliation(s)
- Carlos A. Donado
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, and Harvard Medical School, Boston, MA, USA
- These authors contributed equally: Carlos A. Donado, A. Helena Jonsson
| | - A. Helena Jonsson
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, and Harvard Medical School, Boston, MA, USA
- Current affiliation: Division of Rheumatology and the Center for Health Artificial Intelligence, University of Colorado School of Medicine, Aurora, CO, USA
- These authors contributed equally: Carlos A. Donado, A. Helena Jonsson
| | - Erin Theisen
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, and Harvard Medical School, Boston, MA, USA
- Department of Dermatology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Fan Zhang
- Division of Rheumatology and the Center for Health Artificial Intelligence, University of Colorado School of Medicine, Aurora, CO, USA
| | - Aparna Nathan
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, and Harvard Medical School, Boston, MA, USA
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA USA
- Center for Data Sciences, Brigham and Women’s Hospital, and Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Karishma Vijay Rupani
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, and Harvard Medical School, Boston, MA, USA
| | - Dominique Jones
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, and Harvard Medical School, Boston, MA, USA
| | | | - Soumya Raychaudhuri
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, and Harvard Medical School, Boston, MA, USA
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA USA
- Center for Data Sciences, Brigham and Women’s Hospital, and Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Daniel F. Dwyer
- Division of Allergy and Clinical Immunology, Jeff and Penny Vinik Center for Allergic Disease Research, Brigham and Women’s Hospital, and Harvard Medical School, Boston, MA, USA
| | - Michael B. Brenner
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, and Harvard Medical School, Boston, MA, USA
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Dias TL, Mamede I, de Toledo NE, Queiroz LR, Castro Í, Polidoro R, Del-Bem LE, Nakaya H, Franco GR. SARS-CoV-2 Selectively Induces the Expression of Unproductive Splicing Isoforms of Interferon, Class I MHC, and Splicing Machinery Genes. Int J Mol Sci 2024; 25:5671. [PMID: 38891862 PMCID: PMC11172111 DOI: 10.3390/ijms25115671] [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: 04/11/2024] [Revised: 05/13/2024] [Accepted: 05/14/2024] [Indexed: 06/21/2024] Open
Abstract
RNA processing is a highly conserved mechanism that serves as a pivotal regulator of gene expression. Alternative processing generates transcripts that can still be translated but lead to potentially nonfunctional proteins. A plethora of respiratory viruses, including severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), strategically manipulate the host's RNA processing machinery to circumvent antiviral responses. We integrated publicly available omics datasets to systematically analyze isoform-level expression and delineate the nascent peptide landscape of SARS-CoV-2-infected human cells. Our findings explore a suggested but uncharacterized mechanism, whereby SARS-CoV-2 infection induces the predominant expression of unproductive splicing isoforms in key IFN signaling, interferon-stimulated (ISGs), class I MHC, and splicing machinery genes, including IRF7, HLA-B, and HNRNPH1. In stark contrast, cytokine and chemokine genes, such as IL6 and TNF, predominantly express productive (protein-coding) splicing isoforms in response to SARS-CoV-2 infection. We postulate that SARS-CoV-2 employs an unreported tactic of exploiting the host splicing machinery to bolster viral replication and subvert the immune response by selectively upregulating unproductive splicing isoforms from antigen presentation and antiviral response genes. Our study sheds new light on the molecular interplay between SARS-CoV-2 and the host immune system, offering a foundation for the development of novel therapeutic strategies to combat COVID-19.
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Affiliation(s)
- Thomaz Lüscher Dias
- Departament of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (T.L.D.); (I.M.); (N.E.d.T.); (L.R.Q.)
- Departament of Clinical Analysis, Faculty of Pharmaceutical Sciences, Universidade de São Paulo, São Paulo 05508-220, SP, Brazil;
| | - Izabela Mamede
- Departament of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (T.L.D.); (I.M.); (N.E.d.T.); (L.R.Q.)
| | - Nayara Evelin de Toledo
- Departament of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (T.L.D.); (I.M.); (N.E.d.T.); (L.R.Q.)
| | - Lúcio Rezende Queiroz
- Departament of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (T.L.D.); (I.M.); (N.E.d.T.); (L.R.Q.)
| | - Ícaro Castro
- Departament of Clinical Analysis, Faculty of Pharmaceutical Sciences, Universidade de São Paulo, São Paulo 05508-220, SP, Brazil;
| | - Rafael Polidoro
- Ryan White Center for Pediatric Infectious Diseases and Global Health, Herman B Wells Center for Pediatric Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN 46202, USA;
| | - Luiz Eduardo Del-Bem
- Department of Botanics, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil;
- Department of Plant Biology, Michigan State University, East Lansing, MI 48824, USA
| | - Helder Nakaya
- Departament of Clinical Analysis, Faculty of Pharmaceutical Sciences, Universidade de São Paulo, São Paulo 05508-220, SP, Brazil;
- Scientific Platform Pasteur-USP, University of São Paulo, São Paulo 05508-020, SP, Brazil
- Hospital Israelita Albert Einstein, São Paulo 05652-900, SP, Brazil
| | - Glória Regina Franco
- Departament of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (T.L.D.); (I.M.); (N.E.d.T.); (L.R.Q.)
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12
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Ngo C, Garrec C, Tomasello E, Dalod M. The role of plasmacytoid dendritic cells (pDCs) in immunity during viral infections and beyond. Cell Mol Immunol 2024:10.1038/s41423-024-01167-5. [PMID: 38777879 DOI: 10.1038/s41423-024-01167-5] [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: 01/29/2024] [Accepted: 04/10/2024] [Indexed: 05/25/2024] Open
Abstract
Type I and III interferons (IFNs) are essential for antiviral immunity and act through two different but complimentary pathways. First, IFNs activate intracellular antimicrobial programs by triggering the upregulation of a broad repertoire of viral restriction factors. Second, IFNs activate innate and adaptive immunity. Dysregulation of IFN production can lead to severe immune system dysfunction. It is thus crucial to identify and characterize the cellular sources of IFNs, their effects, and their regulation to promote their beneficial effects and limit their detrimental effects, which can depend on the nature of the infected or diseased tissues, as we will discuss. Plasmacytoid dendritic cells (pDCs) can produce large amounts of all IFN subtypes during viral infection. pDCs are resistant to infection by many different viruses, thus inhibiting the immune evasion mechanisms of viruses that target IFN production or their downstream responses. Therefore, pDCs are considered essential for the control of viral infections and the establishment of protective immunity. A thorough bibliographical survey showed that, in most viral infections, despite being major IFN producers, pDCs are actually dispensable for host resistance, which is achieved by multiple IFN sources depending on the tissue. Moreover, primary innate and adaptive antiviral immune responses are only transiently affected in the absence of pDCs. More surprisingly, pDCs and their IFNs can be detrimental in some viral infections or autoimmune diseases. This makes the conservation of pDCs during vertebrate evolution an enigma and thus raises outstanding questions about their role not only in viral infections but also in other diseases and under physiological conditions.
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Affiliation(s)
- Clémence Ngo
- Aix-Marseille University, CNRS, INSERM, CIML, Centre d'Immunologie de Marseille-Luminy, Turing Center for Living Systems, Marseille, France
| | - Clémence Garrec
- Aix-Marseille University, CNRS, INSERM, CIML, Centre d'Immunologie de Marseille-Luminy, Turing Center for Living Systems, Marseille, France
| | - Elena Tomasello
- Aix-Marseille University, CNRS, INSERM, CIML, Centre d'Immunologie de Marseille-Luminy, Turing Center for Living Systems, Marseille, France.
| | - Marc Dalod
- Aix-Marseille University, CNRS, INSERM, CIML, Centre d'Immunologie de Marseille-Luminy, Turing Center for Living Systems, Marseille, France.
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13
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Hu WT, Kaluzova M, Dawson A, Sotelo V, Papas J, Lemenze A, Shu C, Jomartin M, Nayyar A, Hussain S. Clinical and CSF single-cell profiling of post-COVID-19 cognitive impairment. Cell Rep Med 2024; 5:101561. [PMID: 38744274 PMCID: PMC11148803 DOI: 10.1016/j.xcrm.2024.101561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 02/15/2024] [Accepted: 04/17/2024] [Indexed: 05/16/2024]
Abstract
Natural history and mechanisms for persistent cognitive symptoms ("brain fog") following acute and often mild COVID-19 are unknown. In a large prospective cohort of people who underwent testing a median of 9 months after acute COVID-19 in the New York City/New Jersey area, we found that cognitive dysfunction is common; is not influenced by mood, fatigue, or sleepiness; and is correlated with MRI changes in very few people. In a subgroup that underwent cerebrospinal fluid analysis, there are no changes related to Alzheimer's disease or neurodegeneration. Single-cell gene expression analysis in the cerebrospinal fluid shows findings consistent with monocyte recruitment, chemokine signaling, cellular stress, and suppressed interferon response-especially in myeloid cells. Longitudinal analysis shows slow recovery accompanied by key alterations in inflammatory genes and increased protein levels of CXCL8, CCL3L1, and sTREM2. These findings suggest that the prognosis for brain fog following COVID-19 correlates with myeloid-related chemokine and interferon-responsive genes.
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Affiliation(s)
- William T Hu
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Center for Innovation in Health and Aging Research, Institute for Health, Health Care Policy, and Aging Research, New Brunswick, NJ, USA.
| | - Milota Kaluzova
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Alice Dawson
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Center for Innovation in Health and Aging Research, Institute for Health, Health Care Policy, and Aging Research, New Brunswick, NJ, USA
| | - Victor Sotelo
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Center for Innovation in Health and Aging Research, Institute for Health, Health Care Policy, and Aging Research, New Brunswick, NJ, USA
| | - Julia Papas
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Center for Innovation in Health and Aging Research, Institute for Health, Health Care Policy, and Aging Research, New Brunswick, NJ, USA
| | - Alexander Lemenze
- Department of Pathology and Laboratory Medicine, Rutgers-New Jersey Medical School, Newark, NJ, USA
| | - Carol Shu
- Department of Medicine-Pulmonary and Critical Care, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Mini Jomartin
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Ashima Nayyar
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Sabiha Hussain
- Department of Medicine-Pulmonary and Critical Care, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA
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14
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Soni J, Pandey R. Single cell genomics based insights into the impact of cell-type specific microbial internalization on disease severity. Front Immunol 2024; 15:1401320. [PMID: 38835769 PMCID: PMC11148356 DOI: 10.3389/fimmu.2024.1401320] [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: 03/15/2024] [Accepted: 04/19/2024] [Indexed: 06/06/2024] Open
Abstract
Host-microbe interactions are complex and ever-changing, especially during infections, which can significantly impact human physiology in both health and disease by influencing metabolic and immune functions. Infections caused by pathogens such as bacteria, viruses, fungi, and parasites are the leading cause of global mortality. Microbes have evolved various immune evasion strategies to survive within their hosts, which presents a multifaceted challenge for detection. Intracellular microbes, in particular, target specific cell types for survival and replication and are influenced by factors such as functional roles, nutrient availability, immune evasion, and replication opportunities. Identifying intracellular microbes can be difficult because of the limitations of traditional culture-based methods. However, advancements in integrated host microbiome single-cell genomics and transcriptomics provide a promising basis for personalized treatment strategies. Understanding host-microbiota interactions at the cellular level may elucidate disease mechanisms and microbial pathogenesis, leading to targeted therapies. This article focuses on how intracellular microbes reside in specific cell types, modulating functions through persistence strategies to evade host immunity and prolong colonization. An improved understanding of the persistent intracellular microbe-induced differential disease outcomes can enhance diagnostics, therapeutics, and preventive measures.
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Affiliation(s)
- Jyoti Soni
- Division of Immunology and Infectious Disease Biology, INtegrative GENomics of HOst PathogEn (INGEN-HOPE) Laboratory, Council of Scientific & Industrial Research-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Rajesh Pandey
- Division of Immunology and Infectious Disease Biology, INtegrative GENomics of HOst PathogEn (INGEN-HOPE) Laboratory, Council of Scientific & Industrial Research-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
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15
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Khalil B, Sharif-Askari NS, Hafezi S, Sharif-Askari FS, Al Anouti F, Hamid Q, Halwani R. Vitamin D regulates COVID-19 associated severity by suppressing the NLRP3 inflammasome pathway. PLoS One 2024; 19:e0302818. [PMID: 38748756 PMCID: PMC11095707 DOI: 10.1371/journal.pone.0302818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 04/14/2024] [Indexed: 05/19/2024] Open
Abstract
BACKGROUND The role of vitamin D3 (VitD3) in modulating innate and adaptive immunity has been reported in different disease contexts. Since the start of the coronavirus disease-2019 (COVID-19) pandemic, the role of VitD3 has been highlighted in many correlational and observational studies. However, the exact mechanisms of action are not well identified. One of the mechanisms via which VitD3 modulates innate immunity is by regulating the NLRP3-inflammasome pathway, being a main underlying cause of SARS-CoV-2-induced hyperinflammation. AIMS AND MAIN METHODS Blood specimens of severe COVID-19 patients with or without VitD3 treatment were collected during their stay in the intensive care unit and patients were followed up for 29 days. qPCR, western blot, and ELISA were done to investigate the mechanism of action of VitD3 on the NLRP3 inflammasome activation. KEY FINDINGS We here report the ability of VitD3 to downregulate the NLRP3-inflammsome pathway in severe COVID-19 patients. Lower inflammasome pathway activation was observed with significantly lower gene and protein expression of NLRP3, cleaved caspase-1, ASC and IL-1β among severe COVID-19 patients treated with VitD3. The reduction of the inflammasome pathway was associated with a reduction in disease severity markers and enhancement of type I IFN pathway. SIGNIFICANCE Our data reveals an important anti-inflammatory effect of VitD3 during SARS-CoV-2 infection. Further investigations are warranted to better characterize the ability of VitD3 to control disease pathogenesis and prevent progression to severe states. This will allow for a more efficient use of a low cost and accessible treatment like VitD3.
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Affiliation(s)
- Bariaa Khalil
- Research Institute for Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
| | - Narjes Saheb Sharif-Askari
- Research Institute for Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
- College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
| | - Shirin Hafezi
- Research Institute for Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
| | - Fatemeh Saheb Sharif-Askari
- Research Institute for Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
- College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates
| | - Fatme Al Anouti
- College of Natural and Health Sciences, Zayed University, Abu Dhabi, United Arab Emirates
- ASPIRE Precision Medicine Research Institute, Abu Dhabi, United Arab Emirates
| | - Qutayba Hamid
- Research Institute for Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
- Department of Clinical Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
- Meakins-Christie Laboratories, Research Institute of the McGill University Health Center, Montreal, Quebec, Canada
| | - Rabih Halwani
- Research Institute for Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
- Department of Clinical Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
- Prince Abdullah Ben Khaled Celiac Disease Research Chair, Department of Pediatrics, Faculty of Medicine, King Saud University, Riyadh, Saudi Arabia
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16
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Viox EG, Bosinger SE, Douek DC, Schreiber G, Paiardini M. Harnessing the power of IFN for therapeutic approaches to COVID-19. J Virol 2024; 98:e0120423. [PMID: 38651899 PMCID: PMC11092331 DOI: 10.1128/jvi.01204-23] [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] [Indexed: 04/25/2024] Open
Abstract
Interferons (IFNs) are essential for defense against viral infections but also drive recruitment of inflammatory cells to sites of infection, a key feature of severe COVID-19. Here, we explore the complexity of the IFN response in COVID-19, examine the effects of manipulating IFN on SARS-CoV-2 viral replication and pathogenesis, and highlight pre-clinical and clinical studies evaluating the therapeutic efficacy of IFN in limiting COVID-19 severity.
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Affiliation(s)
- Elise G. Viox
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Steven E. Bosinger
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia, USA
- Emory NPRC Genomics Core Emory National Primate Research Center, Emory University, Atlanta, Georgia, USA
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Daniel C. Douek
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Gideon Schreiber
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Mirko Paiardini
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia, USA
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
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Brummelman J, Suárez-Hernández S, de Rond L, Bogaard-van Maurik M, Molenaar P, van Wijlen E, Oomen D, Beckers L, Rots NY, van Beek J, Nicolaie MA, van Els CACM, Boer MC, Kaaijk P, Buisman AM, de Wit J. Distinct T cell responsiveness to different COVID-19 vaccines and cross-reactivity to SARS-CoV-2 variants with age and CMV status. Front Immunol 2024; 15:1392477. [PMID: 38774878 PMCID: PMC11106399 DOI: 10.3389/fimmu.2024.1392477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 04/09/2024] [Indexed: 05/24/2024] Open
Abstract
Introduction Accumulating evidence indicates the importance of T cell immunity in vaccination-induced protection against severe COVID-19 disease, especially against SARS-CoV-2 Variants-of-Concern (VOCs) that more readily escape from recognition by neutralizing antibodies. However, there is limited knowledge on the T cell responses across different age groups and the impact of CMV status after primary and booster vaccination with different vaccine combinations. Moreover, it remains unclear whether age has an effect on the ability of T cells to cross-react against VOCs. Methods Therefore, we interrogated the Spike-specific T cell responses in healthy adults of the Dutch population across different ages, whom received different vaccine types for the primary series and/or booster vaccination, using IFNɣ ELISpot. Cells were stimulated with overlapping peptide pools of the ancestral Spike protein and different VOCs. Results Robust Spike-specific T cell responses were detected in the vast majority of participants upon the primary vaccination series, regardless of the vaccine type (i.e. BNT162b2, mRNA-1273, ChAdOx1 nCoV-19, or Ad26.COV2.S). Clearly, in the 70+ age group, responses were overall lower and showed more variation compared to younger age groups. Only in CMV-seropositive older adults (>70y) there was a significant inverse relation of age with T cell responses. Although T cell responses increased in all age groups after booster vaccination, Spike-specific T cell frequencies remained lower in the 70+ age group. Regardless of age or CMV status, primary mRNA-1273 vaccination followed by BNT162b2 booster vaccination showed limited booster effect compared to the BNT162b2/BNT162b2 or BNT162b2/mRNA-1273 primary-booster regimen. A modest reduction in cross-reactivity to the Alpha, Delta and Omicron BA.1, but not the Beta or Gamma variant, was observed after primary vaccination. Discussion Together, this study shows that age, CMV status, but also the primary-booster vaccination regimen influence the height of the vaccination-induced Spike-specific T cell response, but did not impact the VOC cross-reactivity.
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Affiliation(s)
- Jolanda Brummelman
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Sara Suárez-Hernández
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Lia de Rond
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Marjan Bogaard-van Maurik
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Petra Molenaar
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Emma van Wijlen
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Debbie Oomen
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Lisa Beckers
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Nynke Y. Rots
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Josine van Beek
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Mioara A. Nicolaie
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Cécile A. C. M. van Els
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
- Infectious Diseases and Immunology, Department of Biomolecular Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands
| | - Mardi C. Boer
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Patricia Kaaijk
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Anne-Marie Buisman
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Jelle de Wit
- Center for Infectious Disease Control, Dutch National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
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18
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Tu TH, Grunbaum A, Santinon F, Kazanova A, Rozza N, Kremer R, Mihalcioiu C, Rudd CE. Decreased progenitor TCF1 + T-cells correlate with COVID-19 disease severity. Commun Biol 2024; 7:526. [PMID: 38702425 PMCID: PMC11068881 DOI: 10.1038/s42003-024-05922-2] [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: 09/19/2023] [Accepted: 02/16/2024] [Indexed: 05/06/2024] Open
Abstract
COVID-19, caused by SARS-CoV-2, can lead to a severe inflammatory disease characterized by significant lymphopenia. However, the underlying cause for the depletion of T-cells in COVID-19 patients remains incompletely understood. In this study, we assessed the presence of different T-cell subsets in the progression of COVID-19 from mild to severe disease, with a focus on TCF1 expressing progenitor T-cells that are needed to replenish peripheral T-cells during infection. Our results showed a preferential decline in TCF1+ progenitor CD4 and CD8+ T-cells with disease severity. This decline was seen in various TCF1+ subsets including naive, memory and effector-memory cells, and surprisingly, was accompanied by a loss in cell division as seen by a marked decline in Ki67 expression. In addition, TCF1+ T-cells showed a reduction in pro-survival regulator, BcL2, and the appearance of a new population of TCF1 negative caspase-3 expressing cells in peripheral blood from patients with severe disease. The decline in TCF1+ T-cells was also seen in a subgroup of severe patients with vitamin D deficiency. Lastly, we found that sera from severe patients inhibited TCF1 transcription ex vivo which was attenuated by a blocking antibody against the cytokine, interleukin-12 (IL12). Collectively, our findings underscore the potential significance of TCF1+ progenitor T-cells in accounting for the loss of immunity in severe COVID-19 and outline an array of markers that could be used to identify disease progression.
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Affiliation(s)
- Thai Hien Tu
- Départment of Medicine, Universite de Montreal, Montreal, QC, H3T 1J4, Canada
- Département de microbiologie, infectiologie et immunologie, Université de Montréal, Montréal, QC, H3T 1J4, Canada
- Division of Immunology-Oncology, Centre de recherche de l'Hôpital Maisonneuve-Rosemont, Montréal, QC, H1T 2M4, Canada
| | - Ami Grunbaum
- Division of Experimental Medicine, McGill University, Montreal, QC, H3A 0G4, Canada
- Department of Medicine, Research Institute of the McGill University Health Center, Montreal, H3A 0G4, Canada
- Division of Medical Biochemistry, McGill University Health Centre, Montréal, QC, Canada
| | - François Santinon
- Départment of Medicine, Universite de Montreal, Montreal, QC, H3T 1J4, Canada
- Département de microbiologie, infectiologie et immunologie, Université de Montréal, Montréal, QC, H3T 1J4, Canada
- Division of Immunology-Oncology, Centre de recherche de l'Hôpital Maisonneuve-Rosemont, Montréal, QC, H1T 2M4, Canada
| | - Alexandra Kazanova
- Départment of Medicine, Universite de Montreal, Montreal, QC, H3T 1J4, Canada
- Département de microbiologie, infectiologie et immunologie, Université de Montréal, Montréal, QC, H3T 1J4, Canada
- Division of Immunology-Oncology, Centre de recherche de l'Hôpital Maisonneuve-Rosemont, Montréal, QC, H1T 2M4, Canada
| | - Nicholas Rozza
- Division of Experimental Medicine, McGill University, Montreal, QC, H3A 0G4, Canada
- Department of Medicine, Research Institute of the McGill University Health Center, Montreal, H3A 0G4, Canada
| | - Richard Kremer
- Division of Experimental Medicine, McGill University, Montreal, QC, H3A 0G4, Canada
- Department of Medicine, Research Institute of the McGill University Health Center, Montreal, H3A 0G4, Canada
- Division of Medical Biochemistry, McGill University Health Centre, Montréal, QC, Canada
| | - Catalin Mihalcioiu
- Department of Medical Oncology, McGill University Health Center, Montreal, Quebec, Canada
| | - Christopher E Rudd
- Départment of Medicine, Universite de Montreal, Montreal, QC, H3T 1J4, Canada.
- Département de microbiologie, infectiologie et immunologie, Université de Montréal, Montréal, QC, H3T 1J4, Canada.
- Division of Immunology-Oncology, Centre de recherche de l'Hôpital Maisonneuve-Rosemont, Montréal, QC, H1T 2M4, Canada.
- Division of Experimental Medicine, McGill University, Montreal, QC, H3A 0G4, Canada.
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19
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Shah FA, Bahudhanapati H, Jiang M, Tabary M, van der Geest R, Tolman NJ, Kochin M, Xiong Z, Al-Yousif N, Sayed K, Benos PV, Raffensperger K, Evankovich J, Neal MD, Snyder ME, Eickelberg O, Ray P, Dela Cruz C, Bon J, McVerry BJ, Straub AC, Jurczak MJ, Suber TL, Zhang Y, Chen K, Kitsios GD, Lee JS, Alder JK, Bain WG. Lung Epithelium Releases Growth Differentiation Factor 15 in Response to Pathogen-mediated Injury. Am J Respir Cell Mol Biol 2024; 70:379-391. [PMID: 38301257 PMCID: PMC11109583 DOI: 10.1165/rcmb.2023-0429oc] [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: 12/06/2023] [Accepted: 02/01/2024] [Indexed: 02/03/2024] Open
Abstract
GDF15 (growth differentiation factor 15) is a stress cytokine with several proposed roles, including support of stress erythropoiesis. Higher circulating GDF15 levels are prognostic of mortality during acute respiratory distress syndrome, but the cellular sources and downstream effects of GDF15 during pathogen-mediated lung injury are unclear. We quantified GDF15 in lower respiratory tract biospecimens and plasma from patients with acute respiratory failure. Publicly available data from severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection were reanalyzed. We used mouse models of hemorrhagic acute lung injury mediated by Pseudomonas aeruginosa exoproducts in wild-type mice and mice genetically deficient for Gdf15 or its putative receptor, Gfral. In critically ill humans, plasma levels of GDF15 correlated with lower respiratory tract levels and were higher in nonsurvivors. SARS-CoV-2 infection induced GDF15 expression in human lung epithelium, and lower respiratory tract GDF15 levels were higher in coronavirus disease (COVID-19) nonsurvivors. In mice, intratracheal P. aeruginosa type II secretion system exoproducts were sufficient to induce airspace and plasma release of GDF15, which was attenuated with epithelial-specific deletion of Gdf15. Mice with global Gdf15 deficiency had decreased airspace hemorrhage, an attenuated cytokine profile, and an altered lung transcriptional profile during injury induced by P. aeruginosa type II secretion system exoproducts, which was not recapitulated in mice deficient for Gfral. Airspace GDF15 reconstitution did not significantly modulate key lung cytokine levels but increased circulating erythrocyte counts. Lung epithelium releases GDF15 during pathogen injury, which is associated with plasma levels in humans and mice and can increase erythrocyte counts in mice, suggesting a novel lung-blood communication pathway.
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Affiliation(s)
- Faraaz A. Shah
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine
- Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
| | | | - Mao Jiang
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine
| | | | | | | | - Megan Kochin
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine
| | - Zeyu Xiong
- Division of Pulmonary and Critical Care Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Nameer Al-Yousif
- Division of Pulmonary, Critical Care, and Sleep Medicine, MetroHealth Medical Center, Cleveland, Ohio
| | - Khaled Sayed
- Electrical & Computer Engineering and Computer Science Department, University of New Haven, West Haven, Connecticut
- Department of Epidemiology, University of Florida, Gainesville, Florida
| | | | | | - John Evankovich
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine
| | | | - Mark E. Snyder
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine
| | | | - Prabir Ray
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine
| | - Charles Dela Cruz
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine
- Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
| | - Jessica Bon
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine
- Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
| | - Bryan J. McVerry
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine
| | - Adam C. Straub
- Department of Pharmacology and Chemical Biology and
- Vascular Medicine Institute, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Michael J. Jurczak
- Division of Endocrinology and Metabolism, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Tomeka L. Suber
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine
| | - Yingze Zhang
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine
| | - Kong Chen
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine
| | | | - Janet S. Lee
- Division of Pulmonary and Critical Care Medicine, Washington University in St. Louis, St. Louis, Missouri
| | | | - William G. Bain
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine
- Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
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20
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Koganesawa M, Dwyer D, Alhallak K, Nagai J, Zaleski K, Samuchiwal S, Hiroaki H, Nishida A, Hirsch TI, Brennan PJ, Puder M, Balestrieri B. Pla2g5 contributes to viral-like-induced lung inflammation through macrophage proliferation and LA/Ffar1 lung cell recruitment. Immunology 2024; 172:144-162. [PMID: 38361249 PMCID: PMC11057362 DOI: 10.1111/imm.13766] [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: 09/26/2023] [Accepted: 02/01/2024] [Indexed: 02/17/2024] Open
Abstract
Macrophages expressing group V phospholipase A2 (Pla2g5) release the free fatty acid (FFA) linoleic acid (LA), potentiating lung type 2 inflammation. Although Pla2g5 and LA increase in viral infections, their role remains obscure. We generated Pla2g5flox/flox mice, deleted Pla2g5 by using the Cx3cr1cre transgene, and activated bone marrow-derived macrophages (BM-Macs) with poly:IC, a synthetic double-stranded RNA that triggers a viral-like immune response, known Pla2g5-dependent stimuli (IL-4, LPS + IFNγ, IL-33 + IL-4 + GM-CSF) and poly:IC + LA followed by lipidomic and transcriptomic analysis. Poly:IC-activated Pla2g5flox/flox;Cx3cr1cre/+ BM-Macs had downregulation of major bioactive lipids and critical enzymes producing those bioactive lipids. In addition, AKT phosphorylation was lower in poly:IC-stimulated Pla2g5flox/flox;Cx3cr1cre/+ BM-Macs, which was not restored by adding LA to poly:IC-stimulated BM-Macs. Consistently, Pla2g5flox/flox;Cx3cr1cre/+ mice had diminished poly:IC-induced lung inflammation, including inflammatory macrophage proliferation, while challenging Pla2g5flox/flox;Cx3cr1cre/+ mice with poly:IC + LA partially restored lung inflammation and inflammatory macrophage proliferation. Finally, mice lacking FFA receptor-1 (Ffar1)-null mice had reduced poly:IC-induced lung cell recruitment and tissue macrophage proliferation, not corrected by LA. Thus, Pla2g5 contributes to poly:IC-induced lung inflammation by regulating inflammatory macrophage proliferation and LA/Ffar1-mediated lung cell recruitment and tissue macrophage proliferation.
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Affiliation(s)
- Masaya Koganesawa
- Division of Allergy and Clinical Immunology, Vinik Center for Translational Immunology Research, Brigham and Women’s Hospital, Boston, MA
| | - Daniel Dwyer
- Division of Allergy and Clinical Immunology, Vinik Center for Translational Immunology Research, Brigham and Women’s Hospital, Boston, MA
| | - Kinan Alhallak
- Division of Allergy and Clinical Immunology, Vinik Center for Translational Immunology Research, Brigham and Women’s Hospital, Boston, MA
| | - Jun Nagai
- Division of Allergy and Clinical Immunology, Vinik Center for Translational Immunology Research, Brigham and Women’s Hospital, Boston, MA
| | - Kendall Zaleski
- Division of Allergy and Clinical Immunology, Vinik Center for Translational Immunology Research, Brigham and Women’s Hospital, Boston, MA
| | - Sachin Samuchiwal
- Division of Allergy and Clinical Immunology, Vinik Center for Translational Immunology Research, Brigham and Women’s Hospital, Boston, MA
| | - Hayashi Hiroaki
- Division of Allergy and Clinical Immunology, Vinik Center for Translational Immunology Research, Brigham and Women’s Hospital, Boston, MA
| | - Airi Nishida
- Division of Allergy and Clinical Immunology, Vinik Center for Translational Immunology Research, Brigham and Women’s Hospital, Boston, MA
| | - Thomas I. Hirsch
- Department of Surgery and Vascular Biology Program Boston Children’s Hospital, Boston, MA
| | - Patrick J. Brennan
- Division of Allergy and Clinical Immunology, Vinik Center for Translational Immunology Research, Brigham and Women’s Hospital, Boston, MA
| | - Mark Puder
- Department of Surgery and Vascular Biology Program Boston Children’s Hospital, Boston, MA
| | - Barbara Balestrieri
- Division of Allergy and Clinical Immunology, Vinik Center for Translational Immunology Research, Brigham and Women’s Hospital, Boston, MA
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21
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Muhuitijiang B, Zhou J, Zhou R, Zhang Z, Yan G, Zheng Z, Zeng X, Zhu Y, Wu H, Gao R, Zhu T, Shi X, Tan W. Development and experimental validation of an M2 macrophage and platelet-associated gene signature to predict prognosis and immunotherapy sensitivity in bladder cancer. Cancer Sci 2024; 115:1417-1432. [PMID: 38422408 DOI: 10.1111/cas.16113] [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: 05/30/2023] [Revised: 11/20/2023] [Accepted: 01/31/2024] [Indexed: 03/02/2024] Open
Abstract
Platelets and M2 macrophages both play crucial roles in tumorigenesis, but their relationship and the prognosis value of the relative genes in bladder cancer (BLCA) remain obscure. In the present study, we found that platelets stimulated by BLCA cell lines could promote M2 macrophage polarization, and platelets were significantly associated with the infiltration of M2 macrophages in BLCA samples. Through the bioinformatic analyses, A2M, TGFB3, and MYLK, which were associated with platelets and M2 macrophages, were identified and verified in vitro and then included in the predictive model. A platelet and M2 macrophage-related gene signature was constructed to evaluate the prognosis and immunotherapeutic sensitivity, helping to guide personalized treatment and to disclose the underlying mechanisms.
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Affiliation(s)
| | - Jiawei Zhou
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Ranran Zhou
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Zhiyong Zhang
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Guang Yan
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Zaosong Zheng
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Xiangbo Zeng
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Yuanchao Zhu
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Haowei Wu
- The First Clinical Medical College of Southern Medical University, Guangzhou, Guangdong, China
| | - Ruxi Gao
- The First Clinical Medical College of Southern Medical University, Guangzhou, Guangdong, China
| | - Tianhang Zhu
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Xiaojun Shi
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Wanlong Tan
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
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22
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Fang J, Shi C, Huang Q, Huang L, Wang X, Yan B. Development of the ARDS-derived gene panel for lung adenocarcinoma prognosis stratification and experiment validation of CCL20 expression. ENVIRONMENTAL TOXICOLOGY 2024; 39:3211-3224. [PMID: 38356310 DOI: 10.1002/tox.24161] [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: 11/28/2023] [Revised: 01/13/2024] [Accepted: 01/20/2024] [Indexed: 02/16/2024]
Abstract
Acute respiratory distress syndrome (ARDS) is a life-threatening condition characterized by lung inflammation and high mortality rates. Lung cancer, specifically lung adenocarcinoma (LUAD), is a major cause of cancer-related deaths worldwide. Patients with LUAD, particularly those undergoing chemotherapy, are more likely to develop ARDS. ARDS inflicts major malfunctioning in the immune system. We suspected a certain shared pathogenic mechanism between these diseases. This study analyzed 503 LUAD patients from the TCGA-LUAD cohort as the training set, 85 LUAD cases from the GSE30219 cohort as the validation set, and 24 RNA-seq samples from ARDS mice model and control groups in the GSE2411 cohort. The differentially expressed genes (DEGs) of ARDS were analyzed using the limma package and screened by Cox and Lasso analysis. ssGSEA and xCell algorithms were utilized for immune landscaping. RT-qPCR analysis was used to determine the mRNA levels of key genes in both the LPS-induced ARDS model and human LUAD cell lines. We identified DEGs between ARDS and control groups, which were highly associated with cytokine production and leukocyte migration. A prognosis model for LUAD patients was developed based on the expressions of the key genes in the ARDS-derived DEGs, including FMO3, IL1R2, CCL20, CFTR, and GADD45G. A satisfactory efficacy was observed in both the training and validation cohorts. The model demonstrated increased effectiveness in predicting the intratumor immune profile and mutation status of LUAD. Moreover, we utilized LPS to induce the ARDS model, which resulted in elevated expressions of IL1R2 and CCL20. Additionally, CCL20 was upregulated in cancerous LUAD cell lines. We developed an ARDS-based model for stratifying LUAD prognosis. CCL20 was found to be elevated in both the ARDS model and LUAD, suggesting a shared underlying mechanism of these two diseases.
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Affiliation(s)
- Jingjing Fang
- Department of Intensive Care Unit, The First Affiliated Hospital of Ningbo University, Ningbo, China
| | - Chaolu Shi
- Department of Intensive Care Unit, The First Affiliated Hospital of Ningbo University, Ningbo, China
| | - Qin Huang
- Department of Intensive Care Unit, The First Affiliated Hospital of Ningbo University, Ningbo, China
| | - Lei Huang
- Department of Intensive Care Unit, The First Affiliated Hospital of Ningbo University, Ningbo, China
| | - Xinnian Wang
- Department of Intensive Care Unit, The First Affiliated Hospital of Ningbo University, Ningbo, China
| | - Biqing Yan
- Department of Intensive Care Unit, The First Affiliated Hospital of Ningbo University, Ningbo, China
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23
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Cruz de Casas P, Knöpper K, Dey Sarkar R, Kastenmüller W. Same yet different - how lymph node heterogeneity affects immune responses. Nat Rev Immunol 2024; 24:358-374. [PMID: 38097778 DOI: 10.1038/s41577-023-00965-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/30/2023] [Indexed: 05/04/2024]
Abstract
Lymph nodes are secondary lymphoid organs in which immune responses of the adaptive immune system are initiated and regulated. Distributed throughout the body and embedded in the lymphatic system, local lymph nodes are continuously informed about the state of the organs owing to a constant drainage of lymph. The tissue-derived lymph carries products of cell metabolism, proteins, carbohydrates, lipids, pathogens and circulating immune cells. Notably, there is a growing body of evidence that individual lymph nodes differ from each other in their capacity to generate immune responses. Here, we review the structure and function of the lymphatic system and then focus on the factors that lead to functional heterogeneity among different lymph nodes. We will discuss how lymph node heterogeneity impacts on cellular and humoral immune responses and the implications for vaccination, tumour development and tumour control by immunotherapy.
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Affiliation(s)
- Paulina Cruz de Casas
- Max Planck Research Group, Würzburg Institute of Systems Immunology, Julius-Maximilians-Universität Würzburg, Würzburg, Germany
| | - Konrad Knöpper
- Howard Hughes Medical Institute, University of California, San Francisco, San Francisco, CA, USA
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA, USA
| | - Rupak Dey Sarkar
- Max Planck Research Group, Würzburg Institute of Systems Immunology, Julius-Maximilians-Universität Würzburg, Würzburg, Germany
| | - Wolfgang Kastenmüller
- Max Planck Research Group, Würzburg Institute of Systems Immunology, Julius-Maximilians-Universität Würzburg, Würzburg, Germany.
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24
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Albert MC, Uranga-Murillo I, Arias M, De Miguel D, Peña N, Montinaro A, Varanda AB, Theobald SJ, Areso I, Saggau J, Koch M, Liccardi G, Peltzer N, Rybniker J, Hurtado-Guerrero R, Merino P, Monzón M, Badiola JJ, Reindl-Schwaighofer R, Sanz-Pamplona R, Cebollada-Solanas A, Megyesfalvi Z, Dome B, Secrier M, Hartmann B, Bergmann M, Pardo J, Walczak H. Identification of FasL as a crucial host factor driving COVID-19 pathology and lethality. Cell Death Differ 2024; 31:544-557. [PMID: 38514848 PMCID: PMC11093991 DOI: 10.1038/s41418-024-01278-6] [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: 01/15/2024] [Revised: 03/04/2024] [Accepted: 03/08/2024] [Indexed: 03/23/2024] Open
Abstract
The dysregulated immune response and inflammation resulting in severe COVID-19 are still incompletely understood. Having recently determined that aberrant death-ligand-induced cell death can cause lethal inflammation, we hypothesized that this process might also cause or contribute to inflammatory disease and lung failure following SARS-CoV-2 infection. To test this hypothesis, we developed a novel mouse-adapted SARS-CoV-2 model (MA20) that recapitulates key pathological features of COVID-19. Concomitantly with occurrence of cell death and inflammation, FasL expression was significantly increased on inflammatory monocytic macrophages and NK cells in the lungs of MA20-infected mice. Importantly, therapeutic FasL inhibition markedly increased survival of both, young and old MA20-infected mice coincident with substantially reduced cell death and inflammation in their lungs. Intriguingly, FasL was also increased in the bronchoalveolar lavage fluid of critically-ill COVID-19 patients. Together, these results identify FasL as a crucial host factor driving the immuno-pathology that underlies COVID-19 severity and lethality, and imply that patients with severe COVID-19 may significantly benefit from therapeutic inhibition of FasL.
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Affiliation(s)
- Marie-Christine Albert
- Cell death, inflammation and immunity laboratory, CECAD Cluster of Excellence, University of Cologne, Cologne, 50931, Germany
- Cell death, inflammation and immunity laboratory, Institute of Biochemistry I, Centre for Biochemistry, Faculty of Medicine, University of Cologne, Cologne, 50931, Germany
| | - Iratxe Uranga-Murillo
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, 28029, Spain
- Aragón Health Research Institute (IIS Aragón), San Juan Bosco 13, Zaragoza, 50009, Spain
- Department of Microbiology, Paediatrics, Radiology and Preventive Medicine and Public Health, University of Zaragoza, Zaragoza, 50009, Spain
| | - Maykel Arias
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, 28029, Spain
- Aragón Health Research Institute (IIS Aragón), San Juan Bosco 13, Zaragoza, 50009, Spain
- Department of Microbiology, Paediatrics, Radiology and Preventive Medicine and Public Health, University of Zaragoza, Zaragoza, 50009, Spain
| | - Diego De Miguel
- Aragón Health Research Institute (IIS Aragón), San Juan Bosco 13, Zaragoza, 50009, Spain
| | - Natacha Peña
- Aragón Health Research Institute (IIS Aragón), San Juan Bosco 13, Zaragoza, 50009, Spain
| | - Antonella Montinaro
- Centre for Cell Death, Cancer, and Inflammation (CCCI), UCL Cancer Institute, University College London, London, WC1E 6DD, UK
| | - Ana Beatriz Varanda
- Cell death, inflammation and immunity laboratory, CECAD Cluster of Excellence, University of Cologne, Cologne, 50931, Germany
- Cell death, inflammation and immunity laboratory, Institute of Biochemistry I, Centre for Biochemistry, Faculty of Medicine, University of Cologne, Cologne, 50931, Germany
| | - Sebastian J Theobald
- Department I of Internal Medicine, Faculty of Medicine and University Hospital of Cologne, University of Cologne, Cologne, 50931, Germany
- Faculty of Medicine and University Hospital of Cologne, Centre for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, 50931, Germany
- German Centre for Infection Research (DZIF), Partner Site Bonn-Cologne, Cologne, 50931, Germany
| | - Itziar Areso
- Centre for Cell Death, Cancer, and Inflammation (CCCI), UCL Cancer Institute, University College London, London, WC1E 6DD, UK
| | - Julia Saggau
- Cell death, inflammation and immunity laboratory, CECAD Cluster of Excellence, University of Cologne, Cologne, 50931, Germany
- Cell death, inflammation and immunity laboratory, Institute of Biochemistry I, Centre for Biochemistry, Faculty of Medicine, University of Cologne, Cologne, 50931, Germany
- Genome instability, inflammation and cell death laboratory, Institute of Biochemistry I, Centre for Biochemistry, Faculty of Medicine, University of Cologne, Cologne, 50931, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, 50931, Germany
| | - Manuel Koch
- Institue for Dental Research and Oral Musculoskeletal Biology, Faculty of Medicine and University Hospital Cologne, Cologne, 50931, Germany
| | - Gianmaria Liccardi
- Genome instability, inflammation and cell death laboratory, Institute of Biochemistry I, Centre for Biochemistry, Faculty of Medicine, University of Cologne, Cologne, 50931, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, 50931, Germany
| | - Nieves Peltzer
- Cell death, inflammation and immunity laboratory, CECAD Cluster of Excellence, University of Cologne, Cologne, 50931, Germany
- Faculty of Medicine and University Hospital of Cologne, Centre for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, 50931, Germany
- Department of Translational Genomics, University of Cologne, Cologne, 50931, Germany
| | - Jan Rybniker
- Department I of Internal Medicine, Faculty of Medicine and University Hospital of Cologne, University of Cologne, Cologne, 50931, Germany
- Faculty of Medicine and University Hospital of Cologne, Centre for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, 50931, Germany
- German Centre for Infection Research (DZIF), Partner Site Bonn-Cologne, Cologne, 50931, Germany
| | - Ramón Hurtado-Guerrero
- Instituto de Biocomputación y Física de Sistemas Complejos (BIFI), University of Zaragoza, Zaragoza, 50018, Spain
- Copenhagen Center for Glycomics, Department of Cellular and Molecular Medicine, University of Copenhagen, Copenhagen, 2200, Denmark
- Fundación ARAID, Zaragoza, 50018, Spain
| | - Pedro Merino
- Instituto de Biocomputación y Física de Sistemas Complejos (BIFI), University of Zaragoza, Zaragoza, 50018, Spain
| | - Marta Monzón
- Research Centre for Encephalopaties and Transmissible Emerging Diseases, Institute for Health Research Aragón (IIS), University of Zaragoza, Zaragoza, 50013, Spain
- Department of Human Anatomy and Histology, University of Zaragoza, Zaragoza, 50009, Spain
| | - Juan J Badiola
- Research Centre for Encephalopaties and Transmissible Emerging Diseases, Institute for Health Research Aragón (IIS), University of Zaragoza, Zaragoza, 50013, Spain
| | | | - Rebeca Sanz-Pamplona
- Aragón Health Research Institute (IIS Aragón), San Juan Bosco 13, Zaragoza, 50009, Spain
- Fundación ARAID, Zaragoza, 50018, Spain
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, 28029, Spain
| | - Alberto Cebollada-Solanas
- Aragon Biomedical Research Center (CIBA), Instituto Aragonés de Ciencias de la Salud (IACS), Unidad de Biocomputación, Zaragoza, 50018, Spain
| | - Zsolt Megyesfalvi
- Deparment of Thoracic Surgery, Medical University of Vienna, Vienna, 1090, Austria
- Department of Thoracic Surgery, Semmelweis University and National Institute of Oncology, Budapest, 1122, Hungary
- National Koranyi Institute of Pulmonology, Budapest, 1121, Hungary
| | - Balazs Dome
- Deparment of Thoracic Surgery, Medical University of Vienna, Vienna, 1090, Austria
- Department of Thoracic Surgery, Semmelweis University and National Institute of Oncology, Budapest, 1122, Hungary
- National Koranyi Institute of Pulmonology, Budapest, 1121, Hungary
- Department of Translational Medicine, Lund University, Lund, SE-22100, Sweden
| | - Maria Secrier
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, WC1E 6BT, United Kingdom
| | - Boris Hartmann
- Virology Group, Institute for Veterinary Disease Control at AGES, Moedling, 2340, Austria
| | - Michael Bergmann
- Div. of Visceral Surgery, Dept. of General Surgery, Comprehensive Cancer Centre, Medical University of Vienna, Vienna, 1090, Austria
| | - Julián Pardo
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, 28029, Spain
- Aragón Health Research Institute (IIS Aragón), San Juan Bosco 13, Zaragoza, 50009, Spain
- Department of Microbiology, Paediatrics, Radiology and Preventive Medicine and Public Health, University of Zaragoza, Zaragoza, 50009, Spain
| | - Henning Walczak
- Cell death, inflammation and immunity laboratory, CECAD Cluster of Excellence, University of Cologne, Cologne, 50931, Germany.
- Cell death, inflammation and immunity laboratory, Institute of Biochemistry I, Centre for Biochemistry, Faculty of Medicine, University of Cologne, Cologne, 50931, Germany.
- Centre for Cell Death, Cancer, and Inflammation (CCCI), UCL Cancer Institute, University College London, London, WC1E 6DD, UK.
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25
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Broquet A, Gourain V, Goronflot T, Le Mabecque V, Sinha D, Ashayeripanah M, Jacqueline C, Martin P, Davieau M, Boutin L, Poulain C, Martin FP, Fourgeux C, Petrier M, Cannevet M, Leclercq T, Guillonneau M, Chaumette T, Laurent T, Harly C, Scotet E, Legentil L, Ferrières V, Corgnac S, Mami-Chouaib F, Mosnier JF, Mauduit N, McWilliam HEG, Villadangos JA, Gourraud PA, Asehnoune K, Poschmann J, Roquilly A. Sepsis-trained macrophages promote antitumoral tissue-resident T cells. Nat Immunol 2024; 25:802-819. [PMID: 38684922 DOI: 10.1038/s41590-024-01819-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 03/14/2024] [Indexed: 05/02/2024]
Abstract
Sepsis induces immune alterations, which last for months after the resolution of illness. The effect of this immunological reprogramming on the risk of developing cancer is unclear. Here we use a national claims database to show that sepsis survivors had a lower cumulative incidence of cancers than matched nonsevere infection survivors. We identify a chemokine network released from sepsis-trained resident macrophages that triggers tissue residency of T cells via CCR2 and CXCR6 stimulations as the immune mechanism responsible for this decreased risk of de novo tumor development after sepsis cure. While nonseptic inflammation does not provoke this network, laminarin injection could therapeutically reproduce the protective sepsis effect. This chemokine network and CXCR6 tissue-resident T cell accumulation were detected in humans with sepsis and were associated with prolonged survival in humans with cancer. These findings identify a therapeutically relevant antitumor consequence of sepsis-induced trained immunity.
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Affiliation(s)
- Alexis Broquet
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
- CHU Nantes, INSERM, Nantes Université, Anesthesie Reanimation, CIC 1413, Nantes, France
| | - Victor Gourain
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
| | - Thomas Goronflot
- CHU Nantes, Pôle Hospitalo-Universitaire 11: Santé Publique, Clinique des Données, INSERM, Nantes Université, CIC 1413, Nantes, France
| | - Virginie Le Mabecque
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
| | - Debajyoti Sinha
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
| | - Mitra Ashayeripanah
- Department of Microbiology and Immunology, The University of Melbourne, The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Cédric Jacqueline
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
| | - Pierre Martin
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
| | - Marion Davieau
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
- CHU Nantes, INSERM, Nantes Université, Anesthesie Reanimation, CIC 1413, Nantes, France
| | - Lea Boutin
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
| | - Cecile Poulain
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
- CHU Nantes, INSERM, Nantes Université, Anesthesie Reanimation, CIC 1413, Nantes, France
| | - Florian P Martin
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
- CHU Nantes, INSERM, Nantes Université, Anesthesie Reanimation, CIC 1413, Nantes, France
| | - Cynthia Fourgeux
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
| | - Melanie Petrier
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
| | - Manon Cannevet
- CHU Nantes, INSERM, Nantes Université, Anesthesie Reanimation, CIC 1413, Nantes, France
| | - Thomas Leclercq
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
| | - Maeva Guillonneau
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
- Olgram SAS, Bréhan, France
| | - Tanguy Chaumette
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
| | - Thomas Laurent
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
| | | | | | - Laurent Legentil
- Ecole Nationale Supérieure de Chimie de Rennes, Université de Rennes, ISCR - UMR CNRS 6226, Rennes, France
| | - Vincent Ferrières
- Ecole Nationale Supérieure de Chimie de Rennes, Université de Rennes, ISCR - UMR CNRS 6226, Rennes, France
| | - Stephanie Corgnac
- INSERM UMR 1186, Integrative Tumour Immunology and Immunotherapy, Gustave Roussy, Faculty de Médecine, Université Paris-Sud, Université Paris-Saclay, Villejuif, France
| | - Fathia Mami-Chouaib
- INSERM UMR 1186, Integrative Tumour Immunology and Immunotherapy, Gustave Roussy, Faculty de Médecine, Université Paris-Sud, Université Paris-Saclay, Villejuif, France
| | | | | | - Hamish E G McWilliam
- Department of Microbiology and Immunology, The University of Melbourne, The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Jose A Villadangos
- Department of Microbiology and Immunology, The University of Melbourne, The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, Victoria, Australia
| | - Pierre Antoine Gourraud
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
- CHU Nantes, Pôle Hospitalo-Universitaire 11: Santé Publique, Clinique des Données, INSERM, Nantes Université, CIC 1413, Nantes, France
| | - Karim Asehnoune
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France
- CHU Nantes, INSERM, Nantes Université, Anesthesie Reanimation, CIC 1413, Nantes, France
| | - Jeremie Poschmann
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France.
| | - Antoine Roquilly
- Nantes Université, CHU Nantes, INSERM, Center for Research in Transplantation and Translational Immunology UMR 1064, Nantes, France.
- CHU Nantes, INSERM, Nantes Université, Anesthesie Reanimation, CIC 1413, Nantes, France.
- Department of Microbiology and Immunology, The University of Melbourne, The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia.
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26
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Pervizaj-Oruqaj L, Ferrero MR, Matt U, Herold S. The guardians of pulmonary harmony: alveolar macrophages orchestrating the symphony of lung inflammation and tissue homeostasis. Eur Respir Rev 2024; 33:230263. [PMID: 38811033 PMCID: PMC11134199 DOI: 10.1183/16000617.0263-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 03/20/2024] [Indexed: 05/31/2024] Open
Abstract
Recent breakthroughs in single-cell sequencing, advancements in cellular and tissue imaging techniques, innovations in cell lineage tracing, and insights into the epigenome collectively illuminate the enigmatic landscape of alveolar macrophages in the lung under homeostasis and disease conditions. Our current knowledge reveals the cellular and functional diversity of alveolar macrophages within the respiratory system, emphasising their remarkable adaptability. By synthesising insights from classical cell and developmental biology studies, we provide a comprehensive perspective on alveolar macrophage functional plasticity. This includes an examination of their ontology-related features, their role in maintaining tissue homeostasis under steady-state conditions and the distinct contribution of bone marrow-derived macrophages (BMDMs) in promoting tissue regeneration and restoring respiratory system homeostasis in response to injuries. Elucidating the signalling pathways within inflammatory conditions, the impact of various triggers on tissue-resident alveolar macrophages (TR-AMs), as well as the recruitment and polarisation of macrophages originating from the bone marrow, presents an opportunity to propose innovative therapeutic approaches aimed at modulating the equilibrium between phenotypes to induce programmes associated with a pro-regenerative or homeostasis phenotype of BMDMs or TR-AMs. This, in turn, can lead to the amelioration of disease outcomes and the attenuation of detrimental inflammation. This review comprehensively addresses the pivotal role of macrophages in the orchestration of inflammation and resolution phases after lung injury, as well as ageing-related shifts and the influence of clonal haematopoiesis of indeterminate potential mutations on alveolar macrophages, exploring altered signalling pathways and transcriptional profiles, with implications for respiratory homeostasis.
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Affiliation(s)
- Learta Pervizaj-Oruqaj
- Department of Internal Medicine V, Universities of Giessen and Marburg Lung Center, University Hospital Giessen, Justus Liebig University, Member of the German Center for Lung Research (DZL), Giessen, Germany
- Institute for Lung Health (ILH), Justus Liebig University, Giessen, Germany
- Excellence Cluster Cardio-Pulmonary Institute (CPI), Giessen, Germany
| | - Maximiliano Ruben Ferrero
- Department of Internal Medicine V, Universities of Giessen and Marburg Lung Center, University Hospital Giessen, Justus Liebig University, Member of the German Center for Lung Research (DZL), Giessen, Germany
- Institute for Lung Health (ILH), Justus Liebig University, Giessen, Germany
- Excellence Cluster Cardio-Pulmonary Institute (CPI), Giessen, Germany
- Max Planck Institute for Heart and Lung Research, Bad Nauheim, Germany
- Instituto de Investigación en Biomedicina de Buenos Aires (IBioBA), Buenos Aires, Argentina
| | - Ulrich Matt
- Department of Internal Medicine V, Universities of Giessen and Marburg Lung Center, University Hospital Giessen, Justus Liebig University, Member of the German Center for Lung Research (DZL), Giessen, Germany
- Institute for Lung Health (ILH), Justus Liebig University, Giessen, Germany
- Excellence Cluster Cardio-Pulmonary Institute (CPI), Giessen, Germany
| | - Susanne Herold
- Department of Internal Medicine V, Universities of Giessen and Marburg Lung Center, University Hospital Giessen, Justus Liebig University, Member of the German Center for Lung Research (DZL), Giessen, Germany
- Institute for Lung Health (ILH), Justus Liebig University, Giessen, Germany
- Excellence Cluster Cardio-Pulmonary Institute (CPI), Giessen, Germany
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27
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Piersma SJ. Tissue-specific features of innate lymphoid cells in antiviral defense. Cell Mol Immunol 2024:10.1038/s41423-024-01161-x. [PMID: 38684766 DOI: 10.1038/s41423-024-01161-x] [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: 12/25/2023] [Accepted: 04/01/2024] [Indexed: 05/02/2024] Open
Abstract
Innate lymphocytes (ILCs) rapidly respond to and protect against invading pathogens and cancer. ILCs include natural killer (NK) cells, ILC1s, ILC2s, ILC3s, and lymphoid tissue inducer (LTi) cells and include type I, type II, and type III immune cells. While NK cells have been well recognized for their role in antiviral immunity, other ILC subtypes are emerging as players in antiviral defense. Each ILC subset has specialized functions that uniquely impact the antiviral immunity and health of the host depending on the tissue microenvironment. This review focuses on the specialized functions of each ILC subtype and their roles in antiviral immune responses across tissues. Several viruses within infection-prone tissues will be highlighted to provide an overview of the extent of the ILC immunity within tissues and emphasize common versus virus-specific responses.
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Affiliation(s)
- Sytse J Piersma
- Division of Rheumatology, Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA.
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, 63110, USA.
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28
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Goldner Kabeli R, Zevin S, Abargel A, Zilberberg A, Efroni S. Self-supervised learning of T cell receptor sequences exposes core properties for T cell membership. SCIENCE ADVANCES 2024; 10:eadk4670. [PMID: 38669334 DOI: 10.1126/sciadv.adk4670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 03/26/2024] [Indexed: 04/28/2024]
Abstract
The T cell receptor (TCR) repertoire is an extraordinarily diverse collection of TCRs essential for maintaining the body's homeostasis and response to threats. In this study, we compiled an extensive dataset of more than 4200 bulk TCR repertoire samples, encompassing 221,176,713 sequences, alongside 6,159,652 single-cell TCR sequences from over 400 samples. From this dataset, we then selected a representative subset of 5 million bulk sequences and 4.2 million single-cell sequences to train two specialized Transformer-based language models for bulk (CVC) and single-cell (scCVC) TCR repertoires, respectively. We show that these models successfully capture TCR core qualities, such as sharing, gene composition, and single-cell properties. These qualities are emergent in the encoded TCR latent space and enable classification into TCR-based qualities such as public sequences. These models demonstrate the potential of Transformer-based language models in TCR downstream applications.
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Affiliation(s)
- Romi Goldner Kabeli
- The Mina & Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat-Gan, Israel
| | - Sarit Zevin
- The Mina & Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat-Gan, Israel
| | - Avital Abargel
- The Mina & Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat-Gan, Israel
| | - Alona Zilberberg
- The Mina & Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat-Gan, Israel
| | - Sol Efroni
- The Mina & Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat-Gan, Israel
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29
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Shi J, Tang J, Liu L, Zhang C, Chen W, Qi M, Han Z, Chen X. Integrative Analyses of Bulk and Single-Cell RNA Seq Identified the Shared Genes in Acute Respiratory Distress Syndrome and Rheumatoid Arthritis. Mol Biotechnol 2024:10.1007/s12033-024-01141-6. [PMID: 38656728 DOI: 10.1007/s12033-024-01141-6] [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: 01/25/2024] [Accepted: 03/06/2024] [Indexed: 04/26/2024]
Abstract
Acute respiratory distress syndrome (ARDS), a progressive status of acute lung injury (ALI), is primarily caused by an immune-mediated inflammatory disorder, which can be an acute pulmonary complication of rheumatoid arthritis (RA). As a chronic inflammatory disease regulated by the immune system, RA is closely associated with the occurrence and progression of respiratory diseases. However, it remains elusive whether there are shared genes between the molecular mechanisms underlying RA and ARDS. The objective of this study is to identify potential shared genes for further clinical drug discovery through integrated analysis of bulk RNA sequencing datasets obtained from the Gene Expression Omnibus database, employing differentially expressed genes (DEGs) analysis and weighted gene co-expression network analysis (WGCNA). The hub genes were identified through the intersection of common DEGs and WGCNA-derived genes. The Random Forest (RF) and least absolute shrinkage and selection operator (LASSO) algorithms were subsequently employed to identify key shared target genes associated with two diseases. Additionally, RA immune infiltration analysis and COVID-19 single-cell transcriptome analysis revealed the correlation between these key genes and immune cells. A total of 59 shared genes were identified from the intersection of DEGs and gene clusters obtained through WGCNA, which analyzed the integrated gene matrix of ALI/ARDS and RA. The RF and LASSO algorithms were employed to screen for target genes specific to ALI/ARDS and RA, respectively. The final set of overlapping genes (FCMR, ADAM28, HK3, GRB10, UBE2J1, HPSE, DDX24, BATF, and CST7) all exhibited a strong predictive effect with an area under the curve (AUC) value greater than 0.8. Then, the immune infiltration analysis revealed a strong correlation between UBE2J1 and plasma cells in RA. Furthermore, scRNA-seq analysis demonstrated differential expression of these nine target genes primarily in T cells and NK cells, with CST7 showing a significant positive correlation specifically with NK cells. Beyond that, transcriptome sequencing was conducted on lung tissue collected from ALI mice, confirming the substantial differential expression of FCMR, HK3, UBE2J1, and BATF. This study provides unprecedented evidence linking the pathophysiological mechanisms of ALI/ARDS and RA to immune regulation, which offers novel understanding for future clinical treatment and experimental research.
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Affiliation(s)
- Jun Shi
- School of Medicine, South China University of Technology, Guangzhou, 510006, China
- Department of Pulmonary and Critical Care Medicine, The Sixth Medical Center of Chinese PLA General Hospital, Beijing, 100048, China
| | - Jiajia Tang
- School of Medicine, South China University of Technology, Guangzhou, 510006, China
- Department of Pulmonary and Critical Care Medicine, The Sixth Medical Center of Chinese PLA General Hospital, Beijing, 100048, China
| | - Lu Liu
- School of Medicine, South China University of Technology, Guangzhou, 510006, China
- Department of Pulmonary and Critical Care Medicine, The Sixth Medical Center of Chinese PLA General Hospital, Beijing, 100048, China
| | - Chunyang Zhang
- Department of Pulmonary and Critical Care Medicine, The Sixth Medical Center of Chinese PLA General Hospital, Beijing, 100048, China
| | - Wei Chen
- Department of Pulmonary and Critical Care Medicine, The Sixth Medical Center of Chinese PLA General Hospital, Beijing, 100048, China
| | - Man Qi
- Department of Pulmonary and Critical Care Medicine, The Sixth Medical Center of Chinese PLA General Hospital, Beijing, 100048, China
| | - Zhihai Han
- School of Medicine, South China University of Technology, Guangzhou, 510006, China.
- Department of Pulmonary and Critical Care Medicine, The Sixth Medical Center of Chinese PLA General Hospital, Beijing, 100048, China.
| | - Xuxin Chen
- School of Medicine, South China University of Technology, Guangzhou, 510006, China.
- Department of Pulmonary and Critical Care Medicine, The Sixth Medical Center of Chinese PLA General Hospital, Beijing, 100048, China.
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30
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Baghdassarian HM, Dimitrov D, Armingol E, Saez-Rodriguez J, Lewis NE. Combining LIANA and Tensor-cell2cell to decipher cell-cell communication across multiple samples. CELL REPORTS METHODS 2024; 4:100758. [PMID: 38631346 PMCID: PMC11046036 DOI: 10.1016/j.crmeth.2024.100758] [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: 08/10/2023] [Revised: 12/22/2023] [Accepted: 03/22/2024] [Indexed: 04/19/2024]
Abstract
In recent years, data-driven inference of cell-cell communication has helped reveal coordinated biological processes across cell types. Here, we integrate two tools, LIANA and Tensor-cell2cell, which, when combined, can deploy multiple existing methods and resources to enable the robust and flexible identification of cell-cell communication programs across multiple samples. In this work, we show how the integration of our tools facilitates the choice of method to infer cell-cell communication and subsequently perform an unsupervised deconvolution to obtain and summarize biological insights. We explain how to perform the analysis step by step in both Python and R and provide online tutorials with detailed instructions available at https://ccc-protocols.readthedocs.io/. This workflow typically takes ∼1.5 h to complete from installation to downstream visualizations on a graphics processing unit-enabled computer for a dataset of ∼63,000 cells, 10 cell types, and 12 samples.
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Affiliation(s)
- Hratch M Baghdassarian
- Bioinformatics and Systems Biology Graduate Program, University of California, San Diego, La Jolla, CA 92093, USA; Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Daniel Dimitrov
- Heidelberg University, Faculty of Medicine, and Heidelberg University Hospital, Institute for Computational Biomedicine, 69120 Heidelberg, Germany
| | - Erick Armingol
- Bioinformatics and Systems Biology Graduate Program, University of California, San Diego, La Jolla, CA 92093, USA; Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Julio Saez-Rodriguez
- Heidelberg University, Faculty of Medicine, and Heidelberg University Hospital, Institute for Computational Biomedicine, 69120 Heidelberg, Germany.
| | - Nathan E Lewis
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA; Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA.
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31
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Megasari NLA, Khairunisa SQ, Arizandy RY, Wijaksana IKE, Wungu CDK. Cytokine profiles of mild-to-moderate SARS-CoV-2 infected and recovered pre-vaccinated individuals residing in Indonesia. PeerJ 2024; 12:e17257. [PMID: 38646483 PMCID: PMC11032655 DOI: 10.7717/peerj.17257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 03/27/2024] [Indexed: 04/23/2024] Open
Abstract
Background Accumulating evidence suggests the involvement of cytokine-mediated inflammation, in clinical severity and death related to SARS-CoV-2 infection, especially among pre-vaccinated individuals. An increased risk of death was also described among SARS-CoV-2 recovered individuals, which might be correlated with prolonged inflammatory responses. Despite being among the countries with the highest cumulative deaths due to COVID-19, evidence regarding cytokine profiles among SARS-CoV-2 infected and recovered pre-vaccinated individuals in Indonesia is scarce. Thus, this study aimed to describe the cytokines profiles of pre-vaccinated individuals residing in Indonesia, with mild-to-moderate SARS-CoV-2 infection and those who recovered. Methods Sixty-one sera from 24 hospitalized patients with mild-to-moderate SARS-CoV-2 infection, 24 individuals recovered from asymptomatic-to-moderate SARS-CoV-2 infection, and 13 healthy controls unexposed to SARS-CoV-2 were used in this study. Quantification of serum cytokine levels, including IL-6, IL-8, IP-10, TNF-α, CCL-2, CCL-3, CCL-4, and CXCL-13, was performed using a Luminex multi-analyte-profiling (xMAP)-based assay. Results The levels of IL-8 along with CCL-2 and CCL-4, were significantly higher (p ≤ 0.01) in hospitalized patients with mild-to-moderate SARS-CoV-2 infection and recovered individuals compared to healthy controls. However, no significant difference was observed in these cytokine levels between infected and recovered individuals. On the other hand, there were no significant differences in several other cytokine levels, including IL-6, IL-10, TNF-α, CCL-3, and CXCL-13, among all groups. Conclusion IL-8, CCL-2, and CCL-4 were significantly elevated in pre-vaccinated Indonesian individuals with mild-to-moderate SARS-CoV-2 infection and those who recovered. The cytokine profiles described in this study might indicate inflammatory responses not only among SARS-CoV-2 infected, but also recovered individuals.
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Affiliation(s)
- Ni Luh Ayu Megasari
- Institute of Tropical Disease, Airlangga University, Surabaya, Indonesia
- Postgraduate School, Airlangga University, Surabaya, Indonesia
| | | | | | - I. Komang Evan Wijaksana
- Department of Periodontology, Faculty of Dental Medicine, Airlangga University, Surabaya, Indonesia
| | - Citrawati Dyah Kencono Wungu
- Institute of Tropical Disease, Airlangga University, Surabaya, Indonesia
- Department of Physiology and Medical Biochemistry, Faculty of Medicine, Airlangga University, Surabaya, Indonesia
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Ye L, Gao Y, Mok SWF, Liao W, Wang Y, Chen C, Yang L, Zhang J, Shi L. Modulation of alveolar macrophage and mitochondrial fitness by medicinal plant-derived nanovesicles to mitigate acute lung injury and viral pneumonia. J Nanobiotechnology 2024; 22:190. [PMID: 38637808 PMCID: PMC11025283 DOI: 10.1186/s12951-024-02473-w] [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: 01/17/2024] [Accepted: 04/08/2024] [Indexed: 04/20/2024] Open
Abstract
Acute lung injury (ALI) is generally caused by severe respiratory infection and characterized by overexuberant inflammatory responses and inefficient pathogens-containing, the two major processes wherein alveolar macrophages (AMs) play a central role. Dysfunctional mitochondria have been linked with distorted macrophages and hence lung disorders, but few treatments are currently available to correct these defects. Plant-derive nanovesicles have gained significant attention because of their therapeutic potential, but the targeting cells and the underlying mechanism remain elusive. We herein prepared the nanovesicles from Artemisia annua, a well-known medicinal plant with multiple attributes involving anti-inflammatory, anti-infection, and metabolism-regulating properties. By applying three mice models of acute lung injury caused by bacterial endotoxin, influenza A virus (IAV) and SARS-CoV-2 pseudovirus respectively, we showed that Artemisia-derived nanovesicles (ADNVs) substantially alleviated lung immunopathology and raised the survival rate of challenged mice. Macrophage depletion and adoptive transfer studies confirmed the requirement of AMs for ADNVs effects. We identified that gamma-aminobutyric acid (GABA) enclosed in the vesicles is a major molecular effector mediating the regulatory roles of ADNVs. Specifically, GABA acts on macrophages through GABA receptors, promoting mitochondrial gene programming and bioenergy generation, reducing oxidative stress and inflammatory signals, thereby enhancing the adaptability of AMs to inflammation resolution. Collectively, this study identifies a promising nanotherapeutics for alleviating lung pathology, and elucidates a mechanism whereby the canonical neurotransmitter modifies AMs and mitochondria to resume tissue homeostasis, which may have broader implications for treating critical pulmonary diseases such as COVID-19.
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Affiliation(s)
- Lusha Ye
- Institute of Translational Medicine, Zhejiang Shuren University, Hangzhou, 310015, Zhejiang, China
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Yanan Gao
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Simon Wing Fai Mok
- Department of Medicine, Macau University of Science and Technology, Taipa, Macau, China
| | - Wucan Liao
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Yazhou Wang
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Changjiang Chen
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Lijun Yang
- Institute of Translational Medicine, Zhejiang Shuren University, Hangzhou, 310015, Zhejiang, China
| | - Junfeng Zhang
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Liyun Shi
- Institute of Translational Medicine, Zhejiang Shuren University, Hangzhou, 310015, Zhejiang, China.
- Department of Immunology and Medical Microbiology, Nanjing University of Chinese Medicine, Nanjing, 210023, China.
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Patel MA, Fraser DD, Daley M, Cepinskas G, Veraldi N, Grazioli S. The plasma proteome differentiates the multisystem inflammatory syndrome in children (MIS-C) from children with SARS-CoV-2 negative sepsis. Mol Med 2024; 30:51. [PMID: 38632526 PMCID: PMC11022403 DOI: 10.1186/s10020-024-00806-x] [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: 08/11/2023] [Accepted: 03/09/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND The Multi-System Inflammatory Syndrome in Children (MIS-C) can develop several weeks after SARS-CoV-2 infection and requires a distinct treatment protocol. Distinguishing MIS-C from SARS-CoV-2 negative sepsis (SCNS) patients is important to quickly institute the correct therapies. We performed targeted proteomics and machine learning analysis to identify novel plasma proteins of MIS-C for early disease recognition. METHODS A case-control study comparing the expression of 2,870 unique blood proteins in MIS-C versus SCNS patients, measured using proximity extension assays. The 2,870 proteins were reduced in number with either feature selection alone or with a prior COMBAT-Seq batch effect adjustment. The leading proteins were correlated with demographic and clinical variables. Organ system and cell type expression patterns were analyzed with Natural Language Processing (NLP). RESULTS The cohorts were well-balanced for age and sex. Of the 2,870 unique blood proteins, 58 proteins were identified with feature selection (FDR-adjusted P < 0.005, P < 0.0001; accuracy = 0.96, AUC = 1.00, F1 = 0.95), and 15 proteins were identified with a COMBAT-Seq batch effect adjusted feature selection (FDR-adjusted P < 0.05, P < 0.0001; accuracy = 0.92, AUC = 1.00, F1 = 0.89). All of the latter 15 proteins were present in the former 58-protein model. Several proteins were correlated with illness severity scores, length of stay, and interventions (LTA4H, PTN, PPBP, and EGF; P < 0.001). NLP analysis highlighted the multi-system nature of MIS-C, with the 58-protein set expressed in all organ systems; the highest levels of expression were found in the digestive system. The cell types most involved included leukocytes not yet determined, lymphocytes, macrophages, and platelets. CONCLUSIONS The plasma proteome of MIS-C patients was distinct from that of SCNS. The key proteins demonstrated expression in all organ systems and most cell types. The unique proteomic signature identified in MIS-C patients could aid future diagnostic and therapeutic advancements, as well as predict hospital length of stays, interventions, and mortality risks.
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Affiliation(s)
- Maitray A Patel
- Epidemiology and Biostatistics, Western University, N6A 3K7, London, ON, Canada
| | - Douglas D Fraser
- Lawson Health Research Institute, N6C 2R5, London, ON, Canada.
- Children's Health Research Institute, N6C 4V3, London, ON, Canada.
- Pediatrics, Western University, N6A 3K7, London, ON, Canada.
- Clinical Neurological Sciences, Western University, N6A 3K7, London, ON, Canada.
- Physiology & Pharmacology, Western University, N6A 3K7, London, ON, Canada.
- London Health Sciences Centre, Room C2-C82, 800 Commissioners Road East, N6A 5W9, London, ON, Canada.
| | - Mark Daley
- Epidemiology and Biostatistics, Western University, N6A 3K7, London, ON, Canada
- Computer Science, Western University, N6A 3K7, London, ON, Canada
| | - Gediminas Cepinskas
- Lawson Health Research Institute, N6C 2R5, London, ON, Canada
- Medical Biophysics, Western University, N6A 3K7, London, ON, Canada
| | - Noemi Veraldi
- Department of Pediatrics, Gynaecology and Obstetrics, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Serge Grazioli
- Department of Pediatrics, Gynaecology and Obstetrics, Faculty of Medicine, University of Geneva, Geneva, Switzerland
- Division of Neonatal and Pediatric Intensive Care, Department of Child, Woman, and Adolescent Medicine, Geneva University Hospitals, Geneva, Switzerland
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Oliveira VLS, Queiroz-Junior CM, Hoorelbeke D, Santos FRDS, Chaves IDM, Teixeira MM, Russo RDC, Proost P, Costa VV, Struyf S, Amaral FA. The glycosaminoglycan-binding chemokine fragment CXCL9(74-103) reduces inflammation and tissue damage in mouse models of coronavirus infection. Front Immunol 2024; 15:1378591. [PMID: 38686377 PMCID: PMC11056509 DOI: 10.3389/fimmu.2024.1378591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 03/29/2024] [Indexed: 05/02/2024] Open
Abstract
Introduction Pulmonary diseases represent a significant burden to patients and the healthcare system and are one of the leading causes of mortality worldwide. Particularly, the COVID-19 pandemic has had a profound global impact, affecting public health, economies, and daily life. While the peak of the crisis has subsided, the global number of reported COVID-19 cases remains significantly high, according to medical agencies around the world. Furthermore, despite the success of vaccines in reducing the number of deaths caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), there remains a gap in the treatment of the disease, especially in addressing uncontrolled inflammation. The massive recruitment of leukocytes to lung tissue and alveoli is a hallmark factor in COVID-19, being essential for effectively responding to the pulmonary insult but also linked to inflammation and lung damage. In this context, mice models are a crucial tool, offering valuable insights into both the pathogenesis of the disease and potential therapeutic approaches. Methods Here, we investigated the anti-inflammatory effect of the glycosaminoglycan (GAG)-binding chemokine fragment CXCL9(74-103), a molecule that potentially decreases neutrophil transmigration by competing with chemokines for GAG-binding sites, in two models of pneumonia caused by coronavirus infection. Results In a murine model of betacoronavirus MHV-3 infection, the treatment with CXCL9(74-103) decreased the accumulation of total leukocytes, mainly neutrophils, to the alveolar space and improved several parameters of lung dysfunction 3 days after infection. Additionally, this treatment also reduced the lung damage. In the SARS-CoV-2 model in K18-hACE2-mice, CXCL9(74-103) significantly improved the clinical manifestations of the disease, reducing pulmonary damage and decreasing viral titers in the lungs. Discussion These findings indicate that CXCL9(74-103) resulted in highly favorable outcomes in controlling pneumonia caused by coronavirus, as it effectively diminishes the clinical consequences of the infections and reduces both local and systemic inflammation.
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Affiliation(s)
- Vivian Louise Soares Oliveira
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Departament of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Celso Martins Queiroz-Junior
- Departamento de Morfologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Delphine Hoorelbeke
- Departament of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Felipe Rocha da Silva Santos
- Departamento de Morfologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Ian de Meira Chaves
- Departamento de Morfologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Mauro Martins Teixeira
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Remo de Castro Russo
- Departamento de Fisiologia e Biofísica, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Paul Proost
- Departament of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Vivian Vasconcelos Costa
- Departamento de Morfologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Sofie Struyf
- Departament of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Flávio Almeida Amaral
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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Liu B, Yi D, Li S, Ramirez K, Xia X, Cao Y, Zhao H, Tripathi A, Qiu S, Kala M, Rafikov R, Gu H, de jesus Perez V, Lemay SE, Glembotski CC, Knox KS, Bonnet S, Kalinichenko VV, Zhao YY, Fallon MB, Boucherat O, Dai Z. Single-cell and Spatial Transcriptomics Identified Fatty Acid-binding Proteins Controlling Endothelial Glycolytic and Arterial Programming in Pulmonary Hypertension. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.11.579846. [PMID: 38370670 PMCID: PMC10871348 DOI: 10.1101/2024.02.11.579846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Abstract
Pulmonary arterial hypertension (PAH) is a devastating disease characterized by obliterative vascular remodeling and persistent increase of vascular resistance, leading to right heart failure and premature death. Understanding the cellular and molecular mechanisms will help develop novel therapeutic approaches for PAH patients. Single-cell RNA sequencing (scRNAseq) analysis found that both FABP4 and FABP5 were highly induced in endothelial cells (ECs) of Egln1Tie2Cre (CKO) mice, which was also observed in pulmonary arterial ECs (PAECs) from idiopathic PAH (IPAH) patients, and in whole lungs of pulmonary hypertension (PH) rats. Plasma levels of FABP4/5 were upregulated in IPAH patients and directly correlated with severity of hemodynamics and biochemical parameters using plasma proteome analysis. Genetic deletion of both Fabp4 and 5 in CKO mice (Egln1Tie2Cre/Fabp4-5-/- ,TKO) caused a reduction of right ventricular systolic pressure (RVSP) and RV hypertrophy, attenuated pulmonary vascular remodeling and prevented the right heart failure assessed by echocardiography, hemodynamic and histological analysis. Employing bulk RNA-seq and scRNA-seq, and spatial transcriptomic analysis, we showed that Fabp4/5 deletion also inhibited EC glycolysis and distal arterial programming, reduced ROS and HIF-2α expression in PH lungs. Thus, PH causes aberrant expression of FABP4/5 in pulmonary ECs which leads to enhanced ECs glycolysis and distal arterial programming, contributing to the accumulation of arterial ECs and vascular remodeling and exacerbating the disease.
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Affiliation(s)
- Bin Liu
- Division of Pulmonary, Critical Care and Sleep, University of Arizona, Phoenix, AZ, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
- Translational Cardiovascular Research Center, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - Dan Yi
- Division of Pulmonary, Critical Care and Sleep, University of Arizona, Phoenix, AZ, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
- Translational Cardiovascular Research Center, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - Shuai Li
- Division of Pulmonary, Critical Care and Sleep, University of Arizona, Phoenix, AZ, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - Karina Ramirez
- Division of Pulmonary, Critical Care and Sleep, University of Arizona, Phoenix, AZ, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - Xiaomei Xia
- Division of Pulmonary, Critical Care and Sleep, University of Arizona, Phoenix, AZ, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - Yanhong Cao
- Division of Pulmonary, Critical Care and Sleep, University of Arizona, Phoenix, AZ, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - Hanqiu Zhao
- Division of Pulmonary, Critical Care and Sleep, University of Arizona, Phoenix, AZ, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - Ankit Tripathi
- Division of Pulmonary, Critical Care and Sleep, University of Arizona, Phoenix, AZ, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - Shenfeng Qiu
- Translational Cardiovascular Research Center, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - Mrinalini Kala
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - Ruslan Rafikov
- Department of Medicine, Indiana University College of Medicine, Indianapolis, IN, USA
| | - Haiwei Gu
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
| | | | - Sarah-Eve Lemay
- Pulmonary Hypertension and Vascular Biology Research Group, Faculty of Medicine, Laval University, Quebec, QC, Canada
| | - Christopher C. Glembotski
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
- Translational Cardiovascular Research Center, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - Kenneth S Knox
- Division of Pulmonary, Critical Care and Sleep, University of Arizona, Phoenix, AZ, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - Sebastien Bonnet
- Pulmonary Hypertension and Vascular Biology Research Group, Faculty of Medicine, Laval University, Quebec, QC, Canada
| | - Vladimir V. Kalinichenko
- Division of Neonatology, Phoenix Children’s Hospital, Phoenix, AZ, USA
- Phoenix Children’s Health Research Institute, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - You-Yang Zhao
- Program for Lung and Vascular Biology and Section for Injury Repair and Regeneration Research, Stanley Manne Children’s Research Institute, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, USA
- Department of Pediatrics, Division of Critical Care, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Michael B. Fallon
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
| | - Olivier Boucherat
- Pulmonary Hypertension and Vascular Biology Research Group, Faculty of Medicine, Laval University, Quebec, QC, Canada
| | - Zhiyu Dai
- Division of Pulmonary, Critical Care and Sleep, University of Arizona, Phoenix, AZ, USA
- Department of Internal Medicine, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
- Translational Cardiovascular Research Center, College of Medicine-Phoenix, University of Arizona, Phoenix, AZ, USA
- BIO5 Institute, University of Arizona, Tucson, AZ, USA
- Sarver Heart Center, University of Arizona, Tucson, AZ, USA
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Yanagihara T, Hata K, Matsubara K, Kunimura K, Suzuki K, Tsubouchi K, Ikegame S, Baba Y, Fukui Y, Okamoto I. Exploratory mass cytometry analysis reveals immunophenotypes of cancer treatment-related pneumonitis. eLife 2024; 12:RP87288. [PMID: 38607373 PMCID: PMC11014725 DOI: 10.7554/elife.87288] [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] [Indexed: 04/13/2024] Open
Abstract
Anticancer treatments can result in various adverse effects, including infections due to immune suppression/dysregulation and drug-induced toxicity in the lung. One of the major opportunistic infections is Pneumocystis jirovecii pneumonia (PCP), which can cause severe respiratory complications and high mortality rates. Cytotoxic drugs and immune-checkpoint inhibitors (ICIs) can induce interstitial lung diseases (ILDs). Nonetheless, the differentiation of these diseases can be difficult, and the pathogenic mechanisms of such diseases are not yet fully understood. To better comprehend the immunophenotypes, we conducted an exploratory mass cytometry analysis of immune cell subsets in bronchoalveolar lavage fluid from patients with PCP, cytotoxic drug-induced ILD (DI-ILD), and ICI-associated ILD (ICI-ILD) using two panels containing 64 markers. In PCP, we observed an expansion of the CD16+ T cell population, with the highest CD16+ T proportion in a fatal case. In ICI-ILD, we found an increase in CD57+ CD8+ T cells expressing immune checkpoints (TIGIT+ LAG3+ TIM-3+ PD-1+), FCRL5+ B cells, and CCR2+ CCR5+ CD14+ monocytes. These findings uncover the diverse immunophenotypes and possible pathomechanisms of cancer treatment-related pneumonitis.
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Affiliation(s)
- Toyoshi Yanagihara
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kyushu UniversityFukuokaJapan
- Department of Respiratory Medicine, NHO Fukuoka National HospitalFukuokaJapan
| | - Kentaro Hata
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kyushu UniversityFukuokaJapan
| | - Keisuke Matsubara
- Division of Immunogenetics, Department of Immunobiology and Neuroscience, Medical Institute of Bioregulation, Kyushu UniversityFukuokaJapan
| | - Kazufumi Kunimura
- Division of Immunogenetics, Department of Immunobiology and Neuroscience, Medical Institute of Bioregulation, Kyushu UniversityFukuokaJapan
| | - Kunihiro Suzuki
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kyushu UniversityFukuokaJapan
| | - Kazuya Tsubouchi
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kyushu UniversityFukuokaJapan
| | - Satoshi Ikegame
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kyushu UniversityFukuokaJapan
| | - Yoshihiro Baba
- Division of Immunology and Genome Biology, Department of Molecular Genetics, Medical Institute of Bioregulation, Kyushu UniversityFukuokaJapan
| | - Yoshinori Fukui
- Division of Immunogenetics, Department of Immunobiology and Neuroscience, Medical Institute of Bioregulation, Kyushu UniversityFukuokaJapan
| | - Isamu Okamoto
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kyushu UniversityFukuokaJapan
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Wiśniewska A, Kijak A, Nowak K, Lulek M, Skwarek A, Małecka-Giełdowska M, Śmiarowski M, Wąsik S, Ciepiela O. Organ-Dysfunction Markers in Mild-to-Moderate COVID-19 Convalescents. J Clin Med 2024; 13:2241. [PMID: 38673514 PMCID: PMC11050795 DOI: 10.3390/jcm13082241] [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: 03/14/2024] [Revised: 04/01/2024] [Accepted: 04/10/2024] [Indexed: 04/28/2024] Open
Abstract
Background: A coronavirus disease 2019 (COVID-19) outbreak led to a worldwide pandemic. COVID-19 not only caused acute symptoms during the severe phase of the disease, but also induced long-term side effects on the functioning of many organs and systems. Symptoms that were associated with the disease and present at least 3 months after recovery were named long COVID. The aim of this study was to assess if mild-to-moderate COVID-19 may lead to the dysfunction of respiratory, cardiovascular, neural, and renal systems in healthy blood donors who recovered from the disease at least 6 months earlier. Methods: Here, we examined 294 adults among volunteer blood donors divided into convalescents (n = 215) and healthy controls (n = 79). Concentrations of soluble CD163, TGF beta, Lp-PLA2, NCAM-1, S100, NGAL, and creatinine were measured either by ELISA or automated methods. The probability value p < 0.05 was considered as statistically significant. Results: We found significant differences in Lp-PLA2, S100, and NCAM-1 between convalescents and never-infected subjects. Lp-PLA2 and NCAM-1 were lower, and S100 higher, in convalescents than in the control group. Conclusion: Mild-to-moderate COVID-19 convalescents are at a low risk of developing lung fibrosis or chronic kidney disease. However, they should regularly carry out their prophylaxis examinations for early detection of possible negative outcomes of COVID-19.
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Affiliation(s)
- Aleksandra Wiśniewska
- Students Scientific Group of Laboratory Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland (M.L.); (A.S.); (M.Ś.); (S.W.)
| | - Aleksandra Kijak
- Students Scientific Group of Laboratory Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland (M.L.); (A.S.); (M.Ś.); (S.W.)
| | - Karolina Nowak
- Students Scientific Group of Laboratory Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland (M.L.); (A.S.); (M.Ś.); (S.W.)
| | - Michalina Lulek
- Students Scientific Group of Laboratory Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland (M.L.); (A.S.); (M.Ś.); (S.W.)
- Clinical Laboratory of Central Teaching Hospital, University Clinical Center of Medical University of Warsaw, 02-097 Warsaw, Poland;
| | - Agata Skwarek
- Students Scientific Group of Laboratory Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland (M.L.); (A.S.); (M.Ś.); (S.W.)
| | - Milena Małecka-Giełdowska
- Clinical Laboratory of Central Teaching Hospital, University Clinical Center of Medical University of Warsaw, 02-097 Warsaw, Poland;
- Department of Laboratory Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland
| | - Marcin Śmiarowski
- Students Scientific Group of Laboratory Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland (M.L.); (A.S.); (M.Ś.); (S.W.)
| | - Szczepan Wąsik
- Students Scientific Group of Laboratory Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland (M.L.); (A.S.); (M.Ś.); (S.W.)
| | - Olga Ciepiela
- Clinical Laboratory of Central Teaching Hospital, University Clinical Center of Medical University of Warsaw, 02-097 Warsaw, Poland;
- Department of Laboratory Medicine, Medical University of Warsaw, 02-097 Warsaw, Poland
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Zhou Z, Zeng X, Liao J, Dong X, Deng Y, Wang Y, Zhou M. Immune Characteristic Genes and Neutrophil Immune Transformation Studies in Severe COVID-19. Microorganisms 2024; 12:737. [PMID: 38674681 PMCID: PMC11052247 DOI: 10.3390/microorganisms12040737] [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: 03/05/2024] [Revised: 03/26/2024] [Accepted: 03/31/2024] [Indexed: 04/28/2024] Open
Abstract
As a disease causing a global pandemic, the progression of symptoms to severe disease in patients with COVID-19 often has adverse outcomes, but research on the immunopathology of COVID-19 severe disease remains limited. In this study, we used mRNA-seq data from the peripheral blood of COVID-19 patients to identify six COVID-19 severe immune characteristic genes (FPR1, FCGR2A, TLR4, S100A12, CXCL1, and L TF), and found neutrophils to be the critical immune cells in COVID-19 severe disease. Subsequently, using scRNA-seq data from bronchoalveolar lavage fluid from COVID-19 patients, neutrophil subtypes highly expressing the S100A family were found to be located at the end of cellular differentiation and tended to release neutrophil extracellular traps. Finally, it was also found that alveolar macrophages, macrophages, and monocytes with a high expression of COVID-19 severe disease immune characteristic genes may influence neutrophils through intercellular ligand-receptor pairs to promote neutrophil extracellular trap release. This study provides immune characteristic genes, critical immune pathways, and immune cells in COVID-19 severe disease, explores intracellular immune transitions of critical immune cells and pit-induced intercellular communication of immune transitions, and provides new biomarkers and potential drug targets for the treatment of patients with COVID-19 severe disease.
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Affiliation(s)
| | | | | | | | | | - Yinghui Wang
- Department of Radiation Medicine, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou 510515, China; (Z.Z.); (X.Z.); (J.L.); (X.D.); (Y.D.)
| | - Meijuan Zhou
- Department of Radiation Medicine, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou 510515, China; (Z.Z.); (X.Z.); (J.L.); (X.D.); (Y.D.)
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Hamdorf M, Imhof T, Bailey-Elkin B, Betz J, Theobald SJ, Simonis A, Di Cristanziano V, Gieselmann L, Dewald F, Lehmann C, Augustin M, Klein F, Alejandre Alcazar MA, Rongisch R, Fabri M, Rybniker J, Goebel H, Stetefeld J, Brachvogel B, Cursiefen C, Koch M, Bock F. The unique ORF8 protein from SARS-CoV-2 binds to human dendritic cells and induces a hyper-inflammatory cytokine storm. J Mol Cell Biol 2024; 15:mjad062. [PMID: 37891014 PMCID: PMC11181941 DOI: 10.1093/jmcb/mjad062] [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: 07/04/2022] [Revised: 02/01/2023] [Accepted: 10/26/2023] [Indexed: 10/29/2023] Open
Abstract
The novel coronavirus pandemic, first reported in December 2019, was caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). SARS-CoV-2 infection leads to a strong immune response and activation of antigen-presenting cells, which can elicit acute respiratory distress syndrome (ARDS) characterized by the rapid onset of widespread inflammation, the so-called cytokine storm. In response to viral infections, monocytes are recruited into the lung and subsequently differentiate into dendritic cells (DCs). DCs are critical players in the development of acute lung inflammation that causes ARDS. Here, we focus on the interaction of a specific SARS-CoV-2 open reading frame protein, ORF8, with DCs. We show that ORF8 binds to DCs, causes pre-maturation of differentiating DCs, and induces the secretion of multiple proinflammatory cytokines by these cells. In addition, we identified DC-SIGN as a possible interaction partner of ORF8 on DCs. Blockade of ORF8 leads to reduced production of IL-1β, IL-6, IL-12p70, TNF-α, MCP-1 (also named CCL2), and IL-10 by DCs. Therefore, a neutralizing antibody blocking the ORF8-mediated cytokine and chemokine response could be an improved therapeutic strategy against SARS-CoV-2.
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Affiliation(s)
- Matthias Hamdorf
- Cornea Lab Experimental Ophthalmology, Department of Ophthalmology, Faculty of Medicine and University Hospital Cologne, 50937 Cologne, Germany
- Terasaki Institute for Biomedical Innovation, Los Angeles, CA 90024, USA
| | - Thomas Imhof
- Center for Biochemistry, Faculty of Medicine and University Hospital Cologne, 50931 Cologne, Germany
- Institute for Experimental Dentistry and Oral Musculoskeletal Biology, Faculty of Medicine and University Hospital Cologne, 50931 Cologne, Germany
| | - Ben Bailey-Elkin
- Department of Microbiology, University of Manitoba, Winnipeg MB R3B 2E9 Manitoba, Canada
| | - Janina Betz
- Center for Biochemistry, Faculty of Medicine and University Hospital Cologne, 50931 Cologne, Germany
- Institute for Experimental Dentistry and Oral Musculoskeletal Biology, Faculty of Medicine and University Hospital Cologne, 50931 Cologne, Germany
| | - Sebastian J Theobald
- Department I of Internal Medicine, Division of Infectious Diseases, Faculty of Medicine and University Hospital Cologne, 50937 Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, 50931 Cologne, Germany
| | - Alexander Simonis
- Department I of Internal Medicine, Division of Infectious Diseases, Faculty of Medicine and University Hospital Cologne, 50937 Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, 50931 Cologne, Germany
| | - Veronica Di Cristanziano
- Institute of Virology, Faculty of Medicine and University Hospital Cologne, 50935 Cologne, Germany
| | - Lutz Gieselmann
- Institute of Virology, Faculty of Medicine and University Hospital Cologne, 50935 Cologne, Germany
| | - Felix Dewald
- Institute of Virology, Faculty of Medicine and University Hospital Cologne, 50935 Cologne, Germany
| | - Clara Lehmann
- Department I of Internal Medicine, Division of Infectious Diseases, Faculty of Medicine and University Hospital Cologne, 50937 Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, 50931 Cologne, Germany
- German Center for Infection Research (DZIF), Partner Site Bonn-Cologne, 50931 Cologne, Germany
| | - Max Augustin
- Department I of Internal Medicine, Division of Infectious Diseases, Faculty of Medicine and University Hospital Cologne, 50937 Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, 50931 Cologne, Germany
- German Center for Infection Research (DZIF), Partner Site Bonn-Cologne, 50931 Cologne, Germany
| | - Florian Klein
- Center for Molecular Medicine Cologne, University of Cologne, 50931 Cologne, Germany
- Institute of Virology, Faculty of Medicine and University Hospital Cologne, 50935 Cologne, Germany
- German Center for Infection Research (DZIF), Partner Site Bonn-Cologne, 50931 Cologne, Germany
| | - Miguel A Alejandre Alcazar
- Center for Molecular Medicine Cologne, University of Cologne, 50931 Cologne, Germany
- Department of Children and Adolescent Medicine, Faculty of Medicine and University Hospital Cologne, 50931 Cologne, Germany
- Cologne Excellence Cluster Stress Responses in Aging-associated Diseases, 50931 Cologne, Germany
- Institute for Lung Health (ILH), Universities of Gießen and Marburg Lung Centre, Member of the German Center for Lung Research, 35392 Gießen, Germany
| | - Robert Rongisch
- Dermatology, Faculty of Medicine and University Hospital Cologne, 50937 Cologne, Germany
| | - Mario Fabri
- Dermatology, Faculty of Medicine and University Hospital Cologne, 50937 Cologne, Germany
| | - Jan Rybniker
- Department I of Internal Medicine, Division of Infectious Diseases, Faculty of Medicine and University Hospital Cologne, 50937 Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, 50931 Cologne, Germany
| | - Heike Goebel
- Institute of Pathology, Faculty of Medicine and University Hospital Cologne, 50937 Cologne, Germany
| | - Jörg Stetefeld
- Department of Microbiology, University of Manitoba, Winnipeg MB R3B 2E9 Manitoba, Canada
| | - Bent Brachvogel
- Center for Biochemistry, Faculty of Medicine and University Hospital Cologne, 50931 Cologne, Germany
- Department of Pediatrics and Adolescent Medicine, Experimental Neonatology, Faculty of Medicine and University Hospital Cologne, 50931 Cologne, Germany
| | - Claus Cursiefen
- Cornea Lab Experimental Ophthalmology, Department of Ophthalmology, Faculty of Medicine and University Hospital Cologne, 50937 Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, 50931 Cologne, Germany
| | - Manuel Koch
- Center for Biochemistry, Faculty of Medicine and University Hospital Cologne, 50931 Cologne, Germany
- Institute for Experimental Dentistry and Oral Musculoskeletal Biology, Faculty of Medicine and University Hospital Cologne, 50931 Cologne, Germany
| | - Felix Bock
- Cornea Lab Experimental Ophthalmology, Department of Ophthalmology, Faculty of Medicine and University Hospital Cologne, 50937 Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, 50931 Cologne, Germany
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40
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Sheetikov SA, Khmelevskaya AA, Zornikova KV, Zvyagin IV, Shomuradova AS, Serdyuk YV, Shakirova NT, Peshkova IO, Titov A, Romaniuk DS, Shagina IA, Chudakov DM, Kiryukhin DO, Shcherbakova OV, Khamaganova EG, Dzutseva V, Afanasiev A, Bogolyubova AV, Efimov GA. Clonal structure and the specificity of vaccine-induced T cell response to SARS-CoV-2 Spike protein. Front Immunol 2024; 15:1369436. [PMID: 38629062 PMCID: PMC11018901 DOI: 10.3389/fimmu.2024.1369436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 03/19/2024] [Indexed: 04/19/2024] Open
Abstract
Adenovirus vaccines, particularly the COVID-19 Ad5-nCoV adenovirus vaccine, have emerged as promising tools in the fight against infectious diseases. In this study, we investigated the structure of the T cell response to the Spike protein of the SARS-CoV-2 virus used in the COVID-19 Ad5-nCoV adenoviral vaccine in a phase 3 clinical trial (NCT04540419). In 69 participants, we collected peripheral blood samples at four time points after vaccination or placebo injection. Sequencing of T cell receptor repertoires from Spike-stimulated T cell cultures at day 14 from 17 vaccinated revealed a more diverse CD4+ T cell repertoire compared to CD8+. Nevertheless, CD8+ clonotypes accounted for more than half of the Spike-specific repertoire. Our longitudinal analysis showed a peak T cell response at day 14, followed by a decline until month 6. Remarkably, multiple T cell clonotypes persisted for at least 6 months after vaccination, as demonstrated by ex vivo stimulation. Examination of CDR3 regions revealed homologous sequences in both CD4+ and CD8+ clonotypes, with major CD8+ clonotypes sharing high similarity with annotated sequences specific for the NYNYLYRLF peptide, suggesting potential immunodominance. In conclusion, our study demonstrates the immunogenicity of the Ad5-nCoV adenoviral vaccine and highlights its ability to induce robust and durable T cell responses. These findings provide valuable insight into the efficacy of the vaccine against COVID-19 and provide critical information for ongoing efforts to control infectious diseases.
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Affiliation(s)
- Saveliy A. Sheetikov
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
- Faculty of Biology, Lomonosov Moscow State University, Moscow, Russia
| | - Alexandra A. Khmelevskaya
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
| | - Ksenia V. Zornikova
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
- Faculty of Biology, Lomonosov Moscow State University, Moscow, Russia
| | - Ivan V. Zvyagin
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Alina S. Shomuradova
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
- Faculty of Biology, Lomonosov Moscow State University, Moscow, Russia
| | - Yana V. Serdyuk
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
| | - Naina T. Shakirova
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
| | - Iuliia O. Peshkova
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
| | - Aleksei Titov
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
| | - Dmitrii S. Romaniuk
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
| | - Irina A. Shagina
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Dmitry M. Chudakov
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Central European Institute of Technology, Masaryk University, Brno, Czechia
| | - Dmitry O. Kiryukhin
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
| | - Olga V. Shcherbakova
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
| | - Ekaterina G. Khamaganova
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
| | - Vitalina Dzutseva
- Novosibirsk State University, Medical School, Novosibirsk, Russia
- NPO Petrovax Pharm LLC, Moscow, Russia
| | | | | | - Grigory A. Efimov
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
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41
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Visser N, Herreman LCM, Vandooren J, Pereira RVS, Opdenakker G, Spelbrink REJ, Wilbrink MH, Bremer E, Gosens R, Nawijn MC, van der Ende-Metselaar HH, Smit JM, Laus MC, Laman JD. Novel high-yield potato protease inhibitor panels block a wide array of proteases involved in viral infection and crucial tissue damage. J Mol Med (Berl) 2024; 102:521-536. [PMID: 38381158 PMCID: PMC10963447 DOI: 10.1007/s00109-024-02423-x] [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: 01/17/2024] [Revised: 01/17/2024] [Accepted: 01/22/2024] [Indexed: 02/22/2024]
Abstract
Viruses critically rely on various proteases to ensure host cell entry and replication. In response to viral infection, the host will induce acute tissue inflammation pulled by granulocytes. Upon hyperactivation, neutrophil granulocytes may cause undue tissue damage through proteolytic degradation of the extracellular matrix. Here, we assess the potential of protease inhibitors (PI) derived from potatoes in inhibiting viral infection and reducing tissue damage. The original full spectrum of potato PI was developed into five fractions by means of chromatography and hydrolysis. Individual fractions showed varying inhibitory efficacy towards a panel of proteases including trypsin, chymotrypsin, ACE2, elastase, and cathepsins B and L. The fractions did not interfere with SARS-CoV-2 infection of Vero E6 cells in vitro. Importantly, two of the fractions fully inhibited elastin-degrading activity of complete primary human neutrophil degranulate. These data warrant further development of potato PI fractions for biomedical purposes, including tissue damage crucial to SARS-CoV-2 pathogenesis. KEY MESSAGES: Protease inhibitor fractions from potato differentially inhibit a series of human proteases involved in viral replication and in tissue damage by overshoot inflammation. Protease inhibition of cell surface receptors such as ACE2 does not prevent virus infection of Vero cells in vitro. Protease inhibitors derived from potato can fully inhibit elastin-degrading primary human neutrophil proteases. Protease inhibitor fractions can be produced at high scale (hundreds of thousands of kilograms, i.e., tons) allowing economically feasible application in lower and higher income countries.
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Affiliation(s)
- Nienke Visser
- Department of Hematology, Cancer Research Center Groningen, University Medical Center Groningen, University of Groningen, 9713 GZ, Groningen, The Netherlands
| | | | - Jennifer Vandooren
- Laboratory of Immunobiology, Rega Institute for Medical Research, Department of Microbiology, Immunology and Transplantation, KU Leuven, 3000, Louvain, Belgium
| | - Rafaela Vaz Sousa Pereira
- Laboratory of Immunobiology, Rega Institute for Medical Research, Department of Microbiology, Immunology and Transplantation, KU Leuven, 3000, Louvain, Belgium
| | - Ghislain Opdenakker
- Laboratory of Immunobiology, Rega Institute for Medical Research, Department of Microbiology, Immunology and Transplantation, KU Leuven, 3000, Louvain, Belgium
| | | | | | - Edwin Bremer
- Department of Hematology, Cancer Research Center Groningen, University Medical Center Groningen, University of Groningen, 9713 GZ, Groningen, The Netherlands
| | - Reinoud Gosens
- Department of Molecular Pharmacology, University Medical Center Groningen, 9713 GZ, Groningen, The Netherlands
- Groningen Research Institute for Asthma and COPD (GRIAC) Research Institute, University of Groningen, 9713 GZ, Groningen, The Netherlands
| | - Martijn C Nawijn
- Groningen Research Institute for Asthma and COPD (GRIAC) Research Institute, University of Groningen, 9713 GZ, Groningen, The Netherlands
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, 9713 GZ, Groningen, The Netherlands
| | - Heidi H van der Ende-Metselaar
- Department of Medical Microbiology and Infection Prevention, University Medical Center Groningen, University of Groningen, 9713 GZ, Groningen, The Netherlands
| | - Jolanda M Smit
- Department of Medical Microbiology and Infection Prevention, University Medical Center Groningen, University of Groningen, 9713 GZ, Groningen, The Netherlands
| | - Marc C Laus
- Avebe Innovation Center Groningen, 9747 AW, Groningen, The Netherlands
| | - Jon D Laman
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, 9713 GZ, Groningen, The Netherlands.
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42
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Duan T, Xing C, Chu J, Deng X, Du Y, Liu X, Hu Y, Qian C, Yin B, Wang HY, Wang RF. ACE2-dependent and -independent SARS-CoV-2 entries dictate viral replication and inflammatory response during infection. Nat Cell Biol 2024; 26:628-644. [PMID: 38514841 DOI: 10.1038/s41556-024-01388-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 02/26/2024] [Indexed: 03/23/2024]
Abstract
Excessive inflammation is the primary cause of mortality in patients with severe COVID-19, yet the underlying mechanisms remain poorly understood. Our study reveals that ACE2-dependent and -independent entries of SARS-CoV-2 in epithelial cells versus myeloid cells dictate viral replication and inflammatory responses. Mechanistically, SARS-CoV-2 NSP14 potently enhances NF-κB signalling by promoting IKK phosphorylation, while SARS-CoV-2 ORF6 exerts an opposing effect. In epithelial cells, ACE2-dependent SARS-CoV-2 entry enables viral replication, with translated ORF6 suppressing NF-κB signalling. In contrast, in myeloid cells, ACE2-independent entry blocks the translation of ORF6 and other viral structural proteins due to inefficient subgenomic RNA transcription, but NSP14 could be directly translated from genomic RNA, resulting in an abortive replication but hyperactivation of the NF-κB signalling pathway for proinflammatory cytokine production. Importantly, we identified TLR1 as a critical factor responsible for viral entry and subsequent inflammatory response through interaction with E and M proteins, which could be blocked by the small-molecule inhibitor Cu-CPT22. Collectively, our findings provide molecular insights into the mechanisms by which strong viral replication but scarce inflammatory response during the early (ACE2-dependent) infection stage, followed by low viral replication and potent inflammatory response in the late (ACE2-independent) infection stage, may contribute to COVID-19 progression.
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Affiliation(s)
- Tianhao Duan
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Changsheng Xing
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Junjun Chu
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Xiangxue Deng
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Yang Du
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Xin Liu
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Yuzhou Hu
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Chen Qian
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Bingnan Yin
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Helen Y Wang
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Department of Pediatrics, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Rong-Fu Wang
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
- Department of Pediatrics, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
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43
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Lv J, Ma W. Delay induced stability switch in a mathematical model of CD8 T-cell response to SARS-CoV-2 mediated by receptor ACE2. CHAOS (WOODBURY, N.Y.) 2024; 34:043135. [PMID: 38608314 DOI: 10.1063/5.0187872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 03/18/2024] [Indexed: 04/14/2024]
Abstract
The pathogen SARS-CoV-2 binds to the receptor angiotensin-converting enzyme 2 (ACE2) of the target cells and then replicates itself through the host, eventually releasing free virus particles. After infection, the CD8 T-cell response is triggered and appears to play a critical role in the defense against virus infections. Infected cells and their activated CD8 T-cells can cause tissue damage. Here, we established a mathematical model of within-host SARS-CoV-2 infection that incorporates the receptor ACE2, the CD8 T-cell response, and the damaged tissues. According to this model, we can get the basic reproduction number R0 and the immune reproduction number R1. We provide the theoretical proof for the stability of the disease-free equilibrium, immune-inactivated equilibrium, and immune-activated equilibrium. Finally, our numerical simulations show that the time delay in CD8 T-cell production can induce complex dynamics such as stability switching. These results provide insights into the mechanisms of SARS-CoV-2 infection and may help in the development of effective drugs against COVID-19.
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Affiliation(s)
- Jinlong Lv
- School of Mathematics and Physics, University of Science and Technology Beijing, Beijing 100083, People's Republic of China
| | - Wanbiao Ma
- School of Mathematics and Physics, University of Science and Technology Beijing, Beijing 100083, People's Republic of China
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Han Z, Li J, Yi X, Zhang T, Liao D, You J, Ai J. Diagnostic accuracy of interleukin-6 in multiple diseases: An umbrella review of meta-analyses. Heliyon 2024; 10:e27769. [PMID: 38515672 PMCID: PMC10955306 DOI: 10.1016/j.heliyon.2024.e27769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 03/06/2024] [Accepted: 03/06/2024] [Indexed: 03/23/2024] Open
Abstract
Objective This review aims to conduct a comprehensive study of the diagnostic accuracy of interleukin-6 (IL-6) for multiple diseases by utilizing existing systematic reviews and meta-analyses. Methods We performed a thorough search of Embase, Web of Science, PubMed, and Cochrane Database of Systematic Reviews up to April 2023 to gather meta-analyses that investigate the diagnostic accuracy of IL-6. To assess the methodological quality of the studies, we employed the Assessing the Methodological Quality of Systematic Reviews-2 and Grading of Recommendations, Assessment, Development and Evaluation criteria. Results We included 34 meta-analyses out of the 3024 articles retrieved from the search. These meta-analyses covered 9 categories of diseases of the International Classification of Diseases-11. Studies rated as "Critically Low" or "Very Low" in the quality assessment process were excluded, resulting in a total of 6 meta-analyses that encompassed sepsis, colorectal cancer, tuberculous pleural effusion (TPE), endometriosis, among others. Among these diseases, IL-6 demonstrated a relatively high diagnostic potential in accurately identifying TPE and endometriosis. Conclusions IL-6 exhibited favorable diagnostic accuracy across multiple diseases, suggesting its potential as a reliable diagnostic biomarker in the near future. Substantial evidence supported its high diagnostic accuracy, particularly in the cases of TPE and endometriosis.
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Affiliation(s)
| | | | | | - Tianyi Zhang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 88 South Keyuan Road, Chengdu, 610041, PR China
| | - Dazhou Liao
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 88 South Keyuan Road, Chengdu, 610041, PR China
| | - Jia You
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 88 South Keyuan Road, Chengdu, 610041, PR China
| | - Jianzhong Ai
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, 88 South Keyuan Road, Chengdu, 610041, PR China
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45
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John K, Huntress I, Smith E, Chou H, Tollison TS, Covarrubias S, Crisci E, Carpenter S, Peng X. Human long noncoding RNA, VILMIR, is induced by major respiratory viral infections and modulates the host interferon response. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.25.586578. [PMID: 38585942 PMCID: PMC10996554 DOI: 10.1101/2024.03.25.586578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Long noncoding RNAs (lncRNAs) are a newer class of noncoding transcripts identified as key regulators of biological processes. Here we aimed to identify novel lncRNA targets that play critical roles in major human respiratory viral infections by systematically mining large-scale transcriptomic datasets. Using bulk RNA-sequencing (RNA-seq) analysis, we identified a previously uncharacterized lncRNA, named virus inducible lncRNA modulator of interferon response (VILMIR), that was consistently upregulated after in vitro influenza infection across multiple human epithelial cell lines and influenza A virus subtypes. VILMIR was also upregulated after SARS-CoV-2 and RSV infections in vitro. We experimentally confirmed the response of VILMIR to influenza infection and interferon-beta (IFN-β) treatment in the A549 human epithelial cell line and found the expression of VILMIR was robustly induced by IFN-β treatment in a dose and time-specific manner. Single cell RNA-seq analysis of bronchoalveolar lavage fluid (BALF) samples from COVID-19 patients uncovered that VILMIR was upregulated across various cell types including at least five immune cells. The upregulation of VILMIR in immune cells was further confirmed in the human T cell and monocyte cell lines, SUP-T1 and THP-1, after IFN-β treatment. Finally, we found that knockdown of VILMIR expression reduced the magnitude of host transcriptional responses to IFN-β treatment in A549 cells. Together, our results show that VILMIR is a novel interferon-stimulated gene (ISG) that regulates the host interferon response and may be a potential therapeutic target for human respiratory viral infections upon further mechanistic investigation.
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Affiliation(s)
- Kristen John
- Department of Molecular Biomedical Sciences, North Carolina State University College of Veterinary Medicine, Raleigh, NC
- Genetics & Genomics Graduate Program, North Carolina State University, Raleigh, NC
| | - Ian Huntress
- Department of Molecular Biomedical Sciences, North Carolina State University College of Veterinary Medicine, Raleigh, NC
- Bioinformatics Graduate Program, North Carolina State University, Raleigh, NC
| | - Ethan Smith
- Department of Molecular Biomedical Sciences, North Carolina State University College of Veterinary Medicine, Raleigh, NC
- Bioinformatics Graduate Program, North Carolina State University, Raleigh, NC
| | - Hsuan Chou
- Department of Molecular Biomedical Sciences, North Carolina State University College of Veterinary Medicine, Raleigh, NC
| | - Tammy S. Tollison
- Department of Molecular Biomedical Sciences, North Carolina State University College of Veterinary Medicine, Raleigh, NC
| | - Sergio Covarrubias
- Department of Molecular, Cell and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA
| | - Elisa Crisci
- Department of Population Health and Pathobiology, North Carolina State University College of Veterinary Medicine, Raleigh, NC
| | - Susan Carpenter
- Department of Molecular, Cell and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA
| | - Xinxia Peng
- Department of Molecular Biomedical Sciences, North Carolina State University College of Veterinary Medicine, Raleigh, NC
- Bioinformatics Graduate Program, North Carolina State University, Raleigh, NC
- Bioinformatics Research Center, North Carolina State University, Raleigh, NC
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Rodriguez Galvan JJ, de Vries M, Belblidia S, Fisher A, Prescott RA, Crosse KM, Mangel WF, Duerr R, Dittmann M. In-silico docking platform with serine protease inhibitor (SERPIN) structures identifies host cysteine protease targets with significance for SARS-CoV-2. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2022.11.18.517133. [PMID: 36415456 PMCID: PMC9681043 DOI: 10.1101/2022.11.18.517133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Serine Protease Inhibitors (SERPINs) regulate protease activity in various physiological processes such as inflammation, cancer metastasis, angiogenesis, and neurodegenerative diseases. However, their potential in combating viral infections, where proteases are also crucial, remains underexplored. This is due to our limited understanding of SERPIN expression during viral-induced inflammation and of the SERPINs' full spectrum of target proteases. Here, we demonstrate widespread expression of human SERPINs in response to respiratory virus infections, both in vitro and in vivo , alongside classical antiviral effectors. Through comprehensive in-silico docking with full-length SERPIN and protease 3D structures, we confirm known inhibitors of specific proteases; more importantly, the results predict novel SERPIN-protease interactions. Experimentally, we validate the direct inhibition of key proteases essential for viral life cycles, including the SERPIN PAI-1's capability to inhibit select cysteine proteases such as cathepsin L, and the serine protease TMPRSS2. Consequently, PAI-1 suppresses spike maturation and multi-cycle SARS-CoV-2 replication. Our findings challenge conventional notions of SERPIN selectivity, underscore the power of in-silico docking for SERPIN target discovery, and offer potential therapeutic interventions targeting host proteolytic pathways to combat viruses with urgent unmet therapeutic needs. SIGNIFICANCE Serine protease inhibitors (SERPINs) play crucial roles in various physiological processes, including viral infections. However, our comprehension of the full array of proteases targeted by the SERPIN family has traditionally been limited, hindering a comprehensive understanding of their regulatory potential. We developed an in-silico docking platform to identify new SERPIN target proteases expressed in the respiratory tract, a critical viral entry portal. The platform confirmed known and predicted new targets for every SERPIN examined, shedding light on previously unrecognized patterns in SERPIN selectivity. Notably, both key proteases for SARS-CoV-2 maturation were among the newly predicted targets, which we validated experimentally. This underscores the platform's potential in uncovering targets with significance in viral infections, paving the way to define the full potential of the SERPIN family in infectious disease and beyond.
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Holloman BL, Wilson K, Cannon A, Nagarkatti M, Nagarkatti PS. Indole-3-carbinol attenuates lipopolysaccharide-induced acute respiratory distress syndrome through activation of AhR: role of CCR2+ monocyte activation and recruitment in the regulation of CXCR2+ neutrophils in the lungs. Front Immunol 2024; 15:1330373. [PMID: 38596679 PMCID: PMC11002125 DOI: 10.3389/fimmu.2024.1330373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 02/27/2024] [Indexed: 04/11/2024] Open
Abstract
Introduction Indole-3-carbinol (I3C) is found in cruciferous vegetables and used as a dietary supplement. It is known to act as a ligand for aryl hydrocarbon receptor (AhR). In the current study, we investigated the role of AhR and the ability of I3C to attenuate LPS-induced Acute Respiratory Distress Syndrome (ARDS). Methods To that end, we induced ARDS in wild-type C57BL/6 mice, Ccr2gfp/gfp KI/KO mice (mice deficient in the CCR2 receptor), and LyZcreAhRfl/fl mice (mice deficient in the AhR on myeloid linage cells). Additionally, mice were treated with I3C (65 mg/kg) or vehicle to investigate its efficacy to treat ARDS. Results I3C decreased the neutrophils expressing CXCR2, a receptor associated with neutrophil recruitment in the lungs. In addition, LPS-exposed mice treated with I3C revealed downregulation of CCR2+ monocytes in the lungs and lowered CCL2 (MCP-1) protein levels in serum and bronchoalveolar lavage fluid. Loss of CCR2 on monocytes blocked the recruitment of CXCR2+ neutrophils and decreased the total number of immune cells in the lungs during ARDS. In addition, loss of the AhR on myeloid linage cells ablated I3C-mediated attenuation of CXCR2+ neutrophils and CCR2+ monocytes in the lungs from ARDS animals. Interestingly, scRNASeq showed that in macrophage/monocyte cell clusters of LPS-exposed mice, I3C reduced the expression of CXCL2 and CXCL3, which bind to CXCR2 and are involved in neutrophil recruitment to the disease site. Discussion These findings suggest that CCR2+ monocytes are involved in the migration and recruitment of CXCR2+ neutrophils during ARDS, and the AhR ligand, I3C, can suppress ARDS through the regulation of immune cell trafficking.
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Affiliation(s)
| | | | | | | | - Prakash S. Nagarkatti
- Nagarkatti Laboratory, University of South Carolina School of Medicine, Department of Pathology, Microbiology, and Immunology, Columbia, SC, United States
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Agrawal S, Tran MT, Jennings TSK, Soliman MMH, Heo S, Sasson B, Rahmatpanah F, Agrawal A. Changes in the innate immune response to SARS-CoV-2 with advancing age in humans. Immun Ageing 2024; 21:21. [PMID: 38515147 PMCID: PMC10956333 DOI: 10.1186/s12979-024-00426-3] [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: 09/08/2023] [Accepted: 03/12/2024] [Indexed: 03/23/2024]
Abstract
BACKGROUND Advancing age is a major risk factor for respiratory viral infections. The infections are often prolonged and difficult to resolve resulting hospitalizations and mortality. The recent COVID-19 pandemic has highlighted this as elderly subjects have emerged as vulnerable populations that display increased susceptibility and severity to SARS-CoV-2. There is an urgent need to identify the probable mechanisms underlying this to protect against future outbreaks of such nature. Innate immunity is the first line of defense against viruses and its decline impacts downstream immune responses. This is because dendritic cells (DCs) and macrophages are key cellular elements of the innate immune system that can sense and respond to viruses by producing inflammatory mediators and priming CD4 and CD8 T-cell responses. RESULTS We investigated the changes in innate immune responses to SARS-CoV-2 as a function of age. Our results using human PBMCs from aged, middle-aged, and young subjects indicate that the activation of DCs and monocytes in response to SARS-CoV-2 is compromised with age. The impairment is most apparent in pDCs where both aged and middle-aged display reduced responses. The secretion of IL-29 that confers protection against respiratory viruses is also decreased in both aged and middle-aged subjects. In contrast, inflammatory mediators associated with severe COVID-19 including CXCL-8, TREM-1 are increased with age. This is also apparent in the gene expression data where pathways related host defense display an age dependent decrease with a concomitant increase in inflammatory pathways. Not only are the inflammatory pathways and mediators increased after stimulation with SARS-CoV-2 but also at homeostasis. In keeping with reduced DC activation, the induction of cytotoxic CD8 T cells is also impaired in aged subjects. However, the CD8 T cells from aged subjects display increased baseline activation in accordance with the enhanced baseline inflammation. CONCLUSIONS Our results demonstrate a decline in protective anti-viral immune responses and increase in damaging inflammatory responses with age indicating that dysregulated innate immune responses play a significant role in the increased susceptibility of aged subjects to COVID-19. Furthermore, the dysregulation in immune responses develops early on as middle-aged demonstrate several of these changes.
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Affiliation(s)
- Sudhanshu Agrawal
- Division of Basic and Clinical Immunology, Department of Medicine, University of California Irvine, Irvine, CA, 92697, USA
| | - Michelle Thu Tran
- Division of Basic and Clinical Immunology, Department of Medicine, University of California Irvine, Irvine, CA, 92697, USA
| | | | - Marlaine Maged Hosny Soliman
- Division of Basic and Clinical Immunology, Department of Medicine, University of California Irvine, Irvine, CA, 92697, USA
| | - Sally Heo
- Division of Basic and Clinical Immunology, Department of Medicine, University of California Irvine, Irvine, CA, 92697, USA
| | - Bobby Sasson
- Department of Medicine, University of California Irvine, Irvine, CA, 92697, USA
| | - Farah Rahmatpanah
- Department of Pathology, University of California Irvine, Irvine, CA, 92697, USA
| | - Anshu Agrawal
- Division of Basic and Clinical Immunology, Department of Medicine, University of California Irvine, Irvine, CA, 92697, USA.
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Chen SY, Chen YL, Li PC, Cheng TS, Chu YS, Shen YS, Chen HT, Tsai WN, Huang CL, Sieber M, Yeh YC, Liu HS, Chiang CL, Chang CH, Lee AS, Tseng YH, Lee LJ, Liao HJ, Yip HK, Huang CYF. Engineered extracellular vesicles carrying let-7a-5p for alleviating inflammation in acute lung injury. J Biomed Sci 2024; 31:30. [PMID: 38500170 PMCID: PMC10949767 DOI: 10.1186/s12929-024-01019-4] [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: 10/16/2023] [Accepted: 03/05/2024] [Indexed: 03/20/2024] Open
Abstract
BACKGROUND Acute lung injury (ALI) is a life-threatening respiratory condition characterized by severe inflammation and lung tissue damage, frequently causing rapid respiratory failure and long-term complications. The microRNA let-7a-5p is involved in the progression of lung injury, inflammation, and fibrosis by regulating immune cell activation and cytokine production. This study aims to use an innovative cellular electroporation platform to generate extracellular vesicles (EVs) carring let-7a-5p (EV-let-7a-5p) derived from transfected Wharton's jelly-mesenchymal stem cells (WJ-MSCs) as a potential gene therapy for ALI. METHODS A cellular nanoporation (CNP) method was used to induce the production and release of EV-let-7a-5p from WJ-MSCs transfected with the relevant plasmid DNA. EV-let-7a-5p in the conditioned medium were isolated using a tangential flow filtration (TFF) system. EV characterization followed the minimal consensus guidelines outlined by the International Society for Extracellular Vesicles. We conducted a thorough set of therapeutic assessments, including the antifibrotic effects using a transforming growth factor beta (TGF-β)-induced cell model, the modulation effects on macrophage polarization, and the influence of EV-let-7a-5p in a rat model of hyperoxia-induced ALI. RESULTS The CNP platform significantly increased EV secretion from transfected WJ-MSCs, and the encapsulated let-7a-5p in engineered EVs was markedly higher than that in untreated WJ-MSCs. These EV-let-7a-5p did not influence cell proliferation and effectively mitigated the TGF-β-induced fibrotic phenotype by downregulating SMAD2/3 phosphorylation in LL29 cells. Furthermore, EV-let-7a-5p regulated M2-like macrophage activation in an inflammatory microenvironment and significantly induced interleukin (IL)-10 secretion, demonstrating their modulatory effect on inflammation. Administering EVs from untreated WJ-MSCs slightly improved lung function and increased let-7a-5p expression in plasma in the hyperoxia-induced ALI rat model. In comparison, EV-let-7a-5p significantly reduced macrophage infiltration and collagen deposition while increasing IL-10 expression, causing a substantial improvement in lung function. CONCLUSION This study reveals that the use of the CNP platform to stimulate and transfect WJ-MSCs could generate an abundance of let-7a-5p-enriched EVs, which underscores the therapeutic potential in countering inflammatory responses, fibrotic activation, and hyperoxia-induced lung injury. These results provide potential avenues for developing innovative therapeutic approaches for more effective interventions in ALI.
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Affiliation(s)
- Sin-Yu Chen
- Institute of Biopharmaceutical Sciences, College of Pharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei, 112304, Taiwan
| | - Yi-Ling Chen
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, 833401, Taiwan
- Institute for Translational Research in Biomedicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, 833401, Taiwan
| | - Po-Chen Li
- Institute of Biopharmaceutical Sciences, College of Pharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei, 112304, Taiwan
| | - Tai-Shan Cheng
- Institute of Biopharmaceutical Sciences, College of Pharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei, 112304, Taiwan
- Department of Orthopedic Surgery, Far Eastern Memorial Hospital, New Taipei City, 220216, Taiwan
| | - Yeh-Shiu Chu
- Brain Research Center, National Yang Ming Chiao Tung University, Taipei, 112304, Taiwan
| | - Yi-Shan Shen
- Department of Orthopedic Surgery, Far Eastern Memorial Hospital, New Taipei City, 220216, Taiwan
- Department of Biomedical Engineering, National Taiwan University, Taipei, 106319, Taiwan
| | - Hsin-Tung Chen
- Institute of Biopharmaceutical Sciences, College of Pharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei, 112304, Taiwan
| | - Wei-Ni Tsai
- Institute of Biopharmaceutical Sciences, College of Pharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei, 112304, Taiwan
| | - Chien-Ling Huang
- Institute of Biopharmaceutical Sciences, College of Pharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei, 112304, Taiwan
| | | | - Yuan-Chieh Yeh
- Department of Traditional Chinese Medicine, Chang Gung Memorial Hospital, Keelung, 204201, Taiwan
- Program in Molecular Medicine, College of Life Sciences, National Yang Ming Chiao Tung University, Taipei, 112304, Taiwan
| | - Hsiao-Sheng Liu
- Department of Microbiology and Immunology, College of Medicine, National Cheng Kung University, Tainan, 701401, Taiwan
- Center for Cancer Research, College of Medicine, Kaohsiung Medical University, Kaohsiung, 807378, Taiwan
- Teaching and Research Center, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, 812015, Taiwan
| | - Chi-Ling Chiang
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH, 43210, USA
- Comprehensive Cancer Center, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA
| | - Chih-Hung Chang
- Department of Orthopedic Surgery, Far Eastern Memorial Hospital, New Taipei City, 220216, Taiwan
- Graduate School of Biotechnology and Bioengineering, Yuan Ze University, Taoyuan, 320315, Taiwan
| | | | - Yen-Han Tseng
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, 112201, Taiwan
| | - Ly James Lee
- Institute of Biopharmaceutical Sciences, College of Pharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei, 112304, Taiwan.
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH, 43210, USA.
- Spot Biosystems Ltd., Palo Alto, CA, 94305, USA.
| | - Hsiu-Jung Liao
- Institute of Biopharmaceutical Sciences, College of Pharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei, 112304, Taiwan.
- Department of Medical Research, Far Eastern Memorial Hospital, New Taipei City, 220216, Taiwan.
| | - Hon-Kan Yip
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, 833401, Taiwan.
- Institute for Translational Research in Biomedicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, 833401, Taiwan.
- Center for Shockwave Medicine and Tissue Engineering, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, 833401, Taiwan.
- Department of Nursing, Asia University, Taichung, 413305, Taiwan.
- Department of Medical Research, China Medical University Hospital, China Medical University, Taichung, 404328, Taiwan.
| | - Chi-Ying F Huang
- Institute of Biopharmaceutical Sciences, College of Pharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei, 112304, Taiwan.
- Department of Biochemistry, School of Medicine, Kaohsiung Medical University, Kaohsiung, 807378, Taiwan.
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Liang S, Dou J, Iqbal R, Chen K. Label-aware distance mitigates temporal and spatial variability for clustering and visualization of single-cell gene expression data. Commun Biol 2024; 7:326. [PMID: 38486077 PMCID: PMC10940680 DOI: 10.1038/s42003-024-05988-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 02/28/2024] [Indexed: 03/18/2024] Open
Abstract
Clustering and visualization are essential parts of single-cell gene expression data analysis. The Euclidean distance used in most distance-based methods is not optimal. The batch effect, i.e., the variability among samples gathered from different times, tissues, and patients, introduces large between-group distance and obscures the true identities of cells. To solve this problem, we introduce Label-Aware Distance (LAD), a metric using temporal/spatial locality of the batch effect to control for such factors. We validate LAD on simulated data as well as apply it to a mouse retina development dataset and a lung dataset. We also found the utility of our approach in understanding the progression of the Coronavirus Disease 2019 (COVID-19). LAD provides better cell embedding than state-of-the-art batch correction methods on longitudinal datasets. It can be used in distance-based clustering and visualization methods to combine the power of multiple samples to help make biological findings.
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Affiliation(s)
- Shaoheng Liang
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX, USA.
- Department of Computer Science, Rice University, Houston, TX, USA.
- Ray and Stephanie Lane Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA.
| | - Jinzhuang Dou
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX, USA
| | - Ramiz Iqbal
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX, USA
| | - Ken Chen
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX, USA.
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