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Le Menn G, Pikkarainen K, Mennerich D, Miroszewska D, Kietzmann T, Chen Z. USP28 protects development of inflammation in mouse intestine by regulating STAT5 phosphorylation and IL22 production in T lymphocytes. Front Immunol 2024; 15:1401949. [PMID: 39076972 PMCID: PMC11284026 DOI: 10.3389/fimmu.2024.1401949] [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: 03/21/2024] [Accepted: 06/27/2024] [Indexed: 07/31/2024] Open
Abstract
Introduction Ubiquitin-specific proteases (USPs), a large subset of more than 50 deubiquitinase proteins, have recently emerged as promising targets in cancer. However, their role in immune cell regulation, particularly in T cell activation, differentiation, and effector functions, remains largely unexplored. Methods We utilized a USP28 knockout mouse line to study the effect of USP28 on T cell activation and function, and its role in intestinal inflammation using the dextran sulfate sodium (DSS)-induced colitis model and a series of in vitro assays. Results Our results show that USP28 exerts protective effects in acute intestinal inflammation. Mechanistically, USP28 knockout mice (USP28-/-) exhibited an increase in total T cells mainly due to an increased CD8+ T cell content. Additionally, USP28 deficiency resulted in early defects in T cell activation and functional changes. Specifically, we observed a reduced expression of IL17 and an increase in inducible regulatory T (iTreg) suppressive functions. Importantly, activated T cells lacking USP28 showed increased STAT5 phosphorylation. Consistent with these findings, these mice exhibited increased susceptibility to acute DSS-induced intestinal inflammation, accompanied by elevated IL22 cytokine levels. Conclusions Our findings demonstrate that USP28 is essential for T cell functionality and protects mice from acute DSS-induced colitis by regulating STAT5 signaling and IL22 production. As a T cell regulator, USP28 plays a crucial role in immune responses and intestinal health.
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Affiliation(s)
- Gwenaëlle Le Menn
- Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
| | - Keela Pikkarainen
- Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
| | - Daniela Mennerich
- Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
| | - Dominika Miroszewska
- Intercollegiate Faculty of Biotechnology of University of Gdańsk and Medical University of Gdańsk, University of Gdańsk, Gdańsk, Poland
| | - Thomas Kietzmann
- Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
| | - Zhi Chen
- Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
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2
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Li J, Chen Z, Kim G, Luo J, Hori S, Wu C. Cathepsin W restrains peripheral regulatory T cells for mucosal immune quiescence. SCIENCE ADVANCES 2023; 9:eadf3924. [PMID: 37436991 DOI: 10.1126/sciadv.adf3924] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 06/08/2023] [Indexed: 07/14/2023]
Abstract
Peripheral regulatory T (pTreg) cells are a key T cell lineage for mucosal immune tolerance and anti-inflammatory responses, and interleukin-2 receptor (IL-2R) signaling is critical for Treg cell generation, expansion, and maintenance. The expression of IL-2R on pTreg cells is tightly regulated to ensure proper induction and function of pTreg cells without a clear molecular mechanism. We here demonstrate that Cathepsin W (CTSW), a cysteine proteinase highly induced in pTreg cells under transforming growth factor-β stimulation is essential for the restraint of pTreg cell differentiation in an intrinsic manner. Loss of CTSW results in elevated pTreg cell generation, protecting the animals from intestinal inflammation. Mechanistically, CTSW inhibits IL-2R signaling in pTreg cells by cytosolic interaction with and process of CD25, repressing signal transducer and activator of transcription 5 activation to restrain pTreg cell generation and maintenance. Hence, our data indicate that CTSW acts as a gatekeeper to calibrate pTreg cell differentiation and function for mucosal immune quiescence.
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Affiliation(s)
- Jian Li
- Experimental Immunology Branch, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Zuojia Chen
- Experimental Immunology Branch, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Girak Kim
- Experimental Immunology Branch, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Jialie Luo
- Experimental Immunology Branch, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Shohei Hori
- Laboratory of Immunology and Microbiology, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo 113-0033, Japan
| | - Chuan Wu
- Experimental Immunology Branch, National Cancer Institute, NIH, Bethesda, MD 20892, USA
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3
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Jiménez L, Díaz-Zaragoza M, Hernández M, Navarro L, Hernández-Ávila R, Encarnación-Guevara S, Ostoa-Saloma P, Landa A. Differential Protein Expression of Taenia crassiceps ORF Strain in the Murine Cysticercosis Model Using Resistant (C57BL/6) Mice. Pathogens 2023; 12:pathogens12050678. [PMID: 37242348 DOI: 10.3390/pathogens12050678] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 04/28/2023] [Accepted: 04/29/2023] [Indexed: 05/28/2023] Open
Abstract
A cysticercosis model of Taenia crassiceps ORF strain in susceptible BALB/c mice revealed a Th2 response after 4 weeks, allowing for the growth of the parasite, whereas resistant C57BL/6 mice developed a sustained Th1 response, limiting parasitic growth. However, little is known about how cysticerci respond to an immunological environment in resistant mice. Here, we show that the Th1 response, during infection in resistant C57BL/6 mice, lasted up to 8 weeks and kept parasitemia low. Proteomics analysis of parasites during this Th1 environment showed an average of 128 expressed proteins; we chose 15 proteins whose differential expression varied between 70 and 100%. A total of 11 proteins were identified that formed a group whose expression increased at 4 weeks and decreased at 8 weeks, and another group with proteins whose expression was high at 2 weeks and decreased at 8 weeks. These identified proteins participate in tissue repair, immunoregulation and parasite establishment. This suggests that T. crassiceps cysticerci in mice resistant under the Th1 environment express proteins that control damage and help to establish a parasite in the host. These proteins could be targets for drugs or vaccine development.
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Affiliation(s)
- Lucía Jiménez
- Departamento de Microbiología y Parasitología, Facultad de Medicina, Universidad Nacional Autónoma de México, Ciudad Universitaria, A.P. 70228, Mexico City 04510, Mexico
| | - Mariana Díaz-Zaragoza
- Departamento de Microbiología y Parasitología, Facultad de Medicina, Universidad Nacional Autónoma de México, Ciudad Universitaria, A.P. 70228, Mexico City 04510, Mexico
- Departamento de Ciencias de la Salud, Centro Universitario de los Valles, Universidad de Guadalajara, Carretera Guadalajara-Ameca Km. 45.5, Guadalajara 46600, Mexico
| | - Magdalena Hernández
- Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Av. Universidad 565, Chamilpa, Cuernavaca 62210, Mexico
| | - Luz Navarro
- Departamento de Fisiología, Facultad de Medicina, Universidad Nacional Autónoma de México, Ciudad Universitaria, A.P. 70228, Mexico City 04510, Mexico
| | - Ricardo Hernández-Ávila
- Departamento de Inmunología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Ciudad Universitaria, A.P. 70228, Mexico City 04510, Mexico
| | - Sergio Encarnación-Guevara
- Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Av. Universidad 565, Chamilpa, Cuernavaca 62210, Mexico
| | - Pedro Ostoa-Saloma
- Departamento de Inmunología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Ciudad Universitaria, A.P. 70228, Mexico City 04510, Mexico
| | - Abraham Landa
- Departamento de Microbiología y Parasitología, Facultad de Medicina, Universidad Nacional Autónoma de México, Ciudad Universitaria, A.P. 70228, Mexico City 04510, Mexico
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4
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Solt LA. Emerging insights and challenges for understanding T cell function through the proteome. Front Immunol 2022; 13:1028366. [PMID: 36466897 PMCID: PMC9709430 DOI: 10.3389/fimmu.2022.1028366] [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: 08/25/2022] [Accepted: 10/31/2022] [Indexed: 09/10/2024] Open
Abstract
T cells rapidly transition from a quiescent state into active proliferation and effector function upon exposure to cognate antigen. These processes are tightly controlled by signal transduction pathways that influence changes in chromatin remodeling, gene transcription, and metabolism, all of which collectively drive specific T cell memory or effector cell development. Dysregulation of any of these events can mediate disease and the past several years has shown unprecedented novel approaches to understand these events, down to the single-cell level. The massive explosion of sequencing approaches to assess the genome and transcriptome at the single cell level has transformed our understanding of T cell activation, developmental potential, and effector function under normal and various disease states. Despite these advances, there remains a significant dearth of information regarding how these events are translated to the protein level. For example, resolution of protein isoforms and/or specific post-translational modifications mediating T cell function remains obscure. The application of proteomics can change that, enabling significant insights into molecular mechanisms that regulate T cell function. However, unlike genomic approaches that have enabled exquisite visualization of T cell dynamics at the mRNA and chromatin level, proteomic approaches, including those at the single-cell level, has significantly lagged. In this review, we describe recent studies that have enabled a better understanding of how protein synthesis and degradation change during T cell activation and acquisition of effector function. We also highlight technical advances and how these could be applied to T cell biology. Finally, we discuss future needs to expand upon our current knowledge of T cell proteomes and disease.
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Affiliation(s)
- Laura A. Solt
- Department of Immunology and Microbiology, University of Florida (UF) Scripps Biomedical Research, Jupiter, FL, United States
- Department of Molecular Medicine, University of Florida (UF) Scripps Biomedical Research, Jupiter, FL, United States
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Urbiola-Salvador V, Miroszewska D, Jabłońska A, Qureshi T, Chen Z. Proteomics approaches to characterize the immune responses in cancer. BIOCHIMICA ET BIOPHYSICA ACTA. MOLECULAR CELL RESEARCH 2022; 1869:119266. [PMID: 35390423 DOI: 10.1016/j.bbamcr.2022.119266] [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: 10/14/2021] [Revised: 03/01/2022] [Accepted: 03/28/2022] [Indexed: 06/14/2023]
Abstract
Despite the dynamic development of cancer research, annually millions of people die of cancer. The human immune system is the major 'guard' against tumor development. Unfortunately, cancer cells have the ability to evade the immune system and continue to grow. The proper understanding of the intricate immune response in tumorigenesis remains the holy grail of cancer immunology and designing effective immunotherapy. To decode the immune responses in cancer, in recent years, proteomics studies have received considerable attention. Proteomics studies focus on the detection and quantification of proteins, which are the effectors of biological functions, and as such, are proven to reflect the cell state more accurately, in comparison to genomic or transcriptomic studies. In this review, we discuss the proteomics studies applied to characterize the immune responses in cancer and tumor immune microenvironment heterogeneity. Further, we describe emerging single-cell proteomics approaches that have the potential to be applied in cancer immunity studies.
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Affiliation(s)
- Víctor Urbiola-Salvador
- Intercollegiate Faculty of Biotechnology of University of Gdańsk and Medical University of Gdańsk, University of Gdańsk, Poland.
| | - Dominika Miroszewska
- Intercollegiate Faculty of Biotechnology of University of Gdańsk and Medical University of Gdańsk, University of Gdańsk, Poland.
| | - Agnieszka Jabłońska
- Intercollegiate Faculty of Biotechnology of University of Gdańsk and Medical University of Gdańsk, University of Gdańsk, Poland.
| | - Talha Qureshi
- Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland.
| | - Zhi Chen
- Intercollegiate Faculty of Biotechnology of University of Gdańsk and Medical University of Gdańsk, University of Gdańsk, Poland; Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland.
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Abstract
More than 27 yr ago, the vimentin knockout (Vim-/- ) mouse was reported to develop and reproduce without an obvious phenotype, implying that this major cytoskeletal protein was nonessential. Subsequently, comprehensive and careful analyses have revealed numerous phenotypes in Vim-/- mice and their organs, tissues, and cells, frequently reflecting altered responses in the recovery of tissues following various insults or injuries. These findings have been supported by cell-based experiments demonstrating that vimentin intermediate filaments (IFs) play a critical role in regulating cell mechanics and are required to coordinate mechanosensing, transduction, signaling pathways, motility, and inflammatory responses. This review highlights the essential functions of vimentin IFs revealed from studies of Vim-/- mice and cells derived from them.
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Affiliation(s)
- Karen M Ridge
- Division of Pulmonary and Critical Care Medicine, Northwestern University, Chicago, Illinois 60611, USA
- Department of Cell and Developmental Biology, Northwestern University, Chicago, Illinois 60611, USA
| | - John E Eriksson
- Cell Biology, Faculty of Science and Technology, Åbo Akademi University, FIN-20521 Turku, Finland
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, FIN-20521 Turku, Finland
- Euro-Bioimaging European Research Infrastructure Consortium (ERIC), FIN-20521 Turku, Finland
| | - Milos Pekny
- Laboratory of Astrocyte Biology and CNS Regeneration, Center for Brain Repair, Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, 413 90 Gothenburg, Sweden
- Florey Institute of Neuroscience and Mental Health, Parkville, Victoria 3052, Australia
- University of Newcastle, Newcastle, New South Wales 2300, Australia
| | - Robert D Goldman
- Division of Pulmonary and Critical Care Medicine, Northwestern University, Chicago, Illinois 60611, USA
- Department of Cell and Developmental Biology, Northwestern University, Chicago, Illinois 60611, USA
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7
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Wu-Teng-Gao External Treatment Improves Th17/Treg Balance in Rheumatoid Arthritis. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2022; 2022:5105545. [PMID: 35096112 PMCID: PMC8799337 DOI: 10.1155/2022/5105545] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 12/14/2021] [Indexed: 11/17/2022]
Abstract
Rheumatoid arthritis (RA) represents the consequence of an immune response of the body's immune system attacking healthy cells. This chronic inflammatory disorder has complicated pathogenesis. Traditional Chinese medicine (TCM) is well recognized as an effective therapy in treating RA and has been widely applied for centuries. Wu-Teng-Gao (WTG) is used as a representative natural herb formula in RA treatment in China, while its mechanisms are to be fully clarified. The present study attempted to explore mechanisms of WTG on RA treatment in a network pharmacological approach and verified using experiments in vitro. Following the establishment of a rat model of collagen-induced arthritis (CIA), WTG was applied externally on the metapedes of rats. HE staining was subsequently performed to visualize the pathological changes of synovium and bone. Simultaneously, flow cytometry was conducted to detect the cell ratio of T helper 17 (Th17) and Regulatory T cells (Treg) in splenic lymphocytes. Additionally, ELISA, qRT-PCR, and Western blot assays were adopted to determine expressions of RA-related factors in joints and serum. Results of network pharmacological analysis suggested that Th17 cell differentiation might serve as a potential signaling pathway of WTG therapy for RA. Animal experiments demonstrated that WTG ameliorated the articular inflammation and effectively inhibited the destruction of articular cartilage, and decreased Th17 and Treg cell ratios in CIA rats. Furthermore, WTG also greatly suppressed relevant levels of inflammatory cytokines (IL-17, TNF-α, IL-1, and IL-6) and RNAKL, whereas it elevated expressions of anti-inflammatory cytokines IL-10 and TGF-β. Our results confirmed that WTG might improve the imbalance of Th17/Treg cells in CIA animals through differentiation regulation, thus alleviating joint inflammation and bone destruction.
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8
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Kopylov AT, Papysheva O, Gribova I, Kaysheva AL, Kotaysch G, Kharitonova L, Mayatskaya T, Nurbekov MK, Schipkova E, Terekhina O, Morozov SG. Severe types of fetopathy are associated with changes in the serological proteome of diabetic mothers. Medicine (Baltimore) 2021; 100:e27829. [PMID: 34766598 PMCID: PMC8589259 DOI: 10.1097/md.0000000000027829] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 10/27/2021] [Accepted: 10/29/2021] [Indexed: 11/27/2022] Open
Abstract
ABSTRACT Pregestational or gestational diabetes are the main risk factors for diabetic fetopathy. There are no generalized signs of fetopathy before the late gestational age due to insufficient sensitivity of currently employed instrumental methods. In this cross-sectional observational study, we investigated several types of severe diabetic fetopathy (cardiomyopathy, central nervous system defects, and hepatomegaly) established in type 2 diabetic mothers during 30 to 35 gestational weeks and confirmed upon delivery. We examined peripheral blood plasma and determined a small proportion of proteins strongly associated with a specific type of fetopathy or anatomical malfunction. Most of the examined markers participate in critical processes at different stages of embryogenesis and regulate various phases of morphogenesis. Alterations in CDCL5 had a significant impact on mRNA splicing and DNA repair. Patients with central nervous system defects were characterized by the greatest depletion (ca. 7% of the basal level) of DFP3, a neurotrophic factor needed for the proper specialization of oligodendrocytes. Dysregulation of noncanonical wingless-related integration site signaling pathway (Wnt) signaling guided by pigment epithelium-derived factor (PEDF) and disheveled-associated activator of morphogenesis 2 (DAAM2) was also profound. In addition, deficiency in retinoic acid and thyroxine transport was exhibited by the dramatic increase of transthyretin (TTHY). The molecular interplay between the identified serological markers leads to pathologies in fetal development on the background of a diabetic condition. These warning serological markers can be quantitatively examined, and their profile may reflect different severe types of diabetic fetopathy, producing a beneficial effect on the current standard care for pregnant women and infants.
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Affiliation(s)
- Arthur T. Kopylov
- Institute of Biomedical Chemistry, 10 Pogodinskaya str., Moscow, Russia
| | - Olga Papysheva
- S.S. Yudin 7th State Clinical Hospital, 4 Kolomenskaya str., Moscow, Russia
| | - Iveta Gribova
- N.E. Bauman 29th State Clinical Hospital, 2 Hospitalnaya sq., Moscow, Russia
| | - Anna L. Kaysheva
- Institute of Biomedical Chemistry, 10 Pogodinskaya str., Moscow, Russia
| | - Galina Kotaysch
- N.E. Bauman 29th State Clinical Hospital, 2 Hospitalnaya sq., Moscow, Russia
| | - Lubov Kharitonova
- N.I. Pirogov Medical University, 1 Ostrovityanova st., Moscow, Russia
| | | | - Malik K. Nurbekov
- Institute of General Pathology and Pathophysiology, 8 Baltyiskaya str., Moscow, Russia
| | - Ekaterina Schipkova
- Institute of General Pathology and Pathophysiology, 8 Baltyiskaya str., Moscow, Russia
| | - Olga Terekhina
- Institute of General Pathology and Pathophysiology, 8 Baltyiskaya str., Moscow, Russia
| | - Sergey G. Morozov
- N.E. Bauman 29th State Clinical Hospital, 2 Hospitalnaya sq., Moscow, Russia
- Institute of General Pathology and Pathophysiology, 8 Baltyiskaya str., Moscow, Russia
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9
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Shetty A, Bhosale SD, Tripathi SK, Buchacher T, Biradar R, Rasool O, Moulder R, Galande S, Lahesmaa R. Interactome Networks of FOSL1 and FOSL2 in Human Th17 Cells. ACS OMEGA 2021; 6:24834-24847. [PMID: 34604665 PMCID: PMC8482465 DOI: 10.1021/acsomega.1c03681] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Indexed: 05/10/2023]
Abstract
Dysregulated function of Th17 cells has implications in immunodeficiencies and autoimmune disorders. Th17 cell differentiation is orchestrated by a complex network of transcription factors, including several members of the activator protein (AP-1) family. Among the latter, FOSL1 and FOSL2 modulate the effector functions of Th17 cells. However, the molecular mechanisms underlying these effects are unclear, owing to the poorly characterized protein interaction networks of FOSL factors. Here, we establish the first interactomes of FOSL1 and FOSL2 in human Th17 cells, using affinity purification-mass spectrometry analysis. In addition to the known JUN proteins, we identified several novel binding partners of FOSL1 and FOSL2. Gene ontology analysis found a significant fraction of these interactors to be associated with RNA-binding activity, which suggests new mechanistic links. Intriguingly, 29 proteins were found to share interactions with FOSL1 and FOSL2, and these included key regulators of Th17 fate. We further validated the binding partners identified in this study by using parallel reaction monitoring targeted mass spectrometry and other methods. Our study provides key insights into the interaction-based signaling mechanisms of FOSL proteins that potentially govern Th17 cell differentiation and associated pathologies.
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Affiliation(s)
- Ankitha Shetty
- Turku
Bioscience Centre, University of Turku and
Åbo Akademi University, Turku 20520, Finland
- InFLAMES
Research Flagship Center, University of
Turku, Turku 20520, Finland
- Centre
of Excellence in Epigenetics, Department of Biology, Indian Institute of Science Education and Research (IISER), Pune 411008, India
| | - Santosh D. Bhosale
- Turku
Bioscience Centre, University of Turku and
Åbo Akademi University, Turku 20520, Finland
- Protein
Research Group, Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense M 5230, Denmark
| | - Subhash Kumar Tripathi
- Turku
Bioscience Centre, University of Turku and
Åbo Akademi University, Turku 20520, Finland
| | - Tanja Buchacher
- Turku
Bioscience Centre, University of Turku and
Åbo Akademi University, Turku 20520, Finland
- InFLAMES
Research Flagship Center, University of
Turku, Turku 20520, Finland
| | - Rahul Biradar
- Turku
Bioscience Centre, University of Turku and
Åbo Akademi University, Turku 20520, Finland
- InFLAMES
Research Flagship Center, University of
Turku, Turku 20520, Finland
| | - Omid Rasool
- Turku
Bioscience Centre, University of Turku and
Åbo Akademi University, Turku 20520, Finland
- InFLAMES
Research Flagship Center, University of
Turku, Turku 20520, Finland
| | - Robert Moulder
- Turku
Bioscience Centre, University of Turku and
Åbo Akademi University, Turku 20520, Finland
- InFLAMES
Research Flagship Center, University of
Turku, Turku 20520, Finland
| | - Sanjeev Galande
- Centre
of Excellence in Epigenetics, Department of Biology, Indian Institute of Science Education and Research (IISER), Pune 411008, India
| | - Riitta Lahesmaa
- Turku
Bioscience Centre, University of Turku and
Åbo Akademi University, Turku 20520, Finland
- InFLAMES
Research Flagship Center, University of
Turku, Turku 20520, Finland
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10
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Subbannayya Y, Haug M, Pinto SM, Mohanty V, Meås HZ, Flo TH, Prasad TK, Kandasamy RK. The Proteomic Landscape of Resting and Activated CD4+ T Cells Reveal Insights into Cell Differentiation and Function. Int J Mol Sci 2020; 22:E275. [PMID: 33383959 PMCID: PMC7795831 DOI: 10.3390/ijms22010275] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 12/17/2020] [Accepted: 12/24/2020] [Indexed: 12/14/2022] Open
Abstract
CD4+ T cells (T helper cells) are cytokine-producing adaptive immune cells that activate or regulate the responses of various immune cells. The activation and functional status of CD4+ T cells is important for adequate responses to pathogen infections but has also been associated with auto-immune disorders and survival in several cancers. In the current study, we carried out a label-free high-resolution FTMS-based proteomic profiling of resting and T cell receptor-activated (72 h) primary human CD4+ T cells from peripheral blood of healthy donors as well as SUP-T1 cells. We identified 5237 proteins, of which significant alterations in the levels of 1119 proteins were observed between resting and activated CD4+ T cells. In addition to identifying several known T-cell activation-related processes altered expression of several stimulatory/inhibitory immune checkpoint markers between resting and activated CD4+ T cells were observed. Network analysis further revealed several known and novel regulatory hubs of CD4+ T cell activation, including IFNG, IRF1, FOXP3, AURKA, and RIOK2. Comparison of primary CD4+ T cell proteomic profiles with human lymphoblastic cell lines revealed a substantial overlap, while comparison with mouse CD+ T cell data suggested interspecies proteomic differences. The current dataset will serve as a valuable resource to the scientific community to compare and analyze the CD4+ proteome.
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Affiliation(s)
- Yashwanth Subbannayya
- Centre of Molecular Inflammation Research (CEMIR), Department of Clinical and Molecular Medicine (IKOM), Norwegian University of Science and Technology, 7491 Trondheim, Norway; (Y.S.); (M.H.); (S.M.P.); (H.Z.M.); (T.H.F.)
| | - Markus Haug
- Centre of Molecular Inflammation Research (CEMIR), Department of Clinical and Molecular Medicine (IKOM), Norwegian University of Science and Technology, 7491 Trondheim, Norway; (Y.S.); (M.H.); (S.M.P.); (H.Z.M.); (T.H.F.)
| | - Sneha M. Pinto
- Centre of Molecular Inflammation Research (CEMIR), Department of Clinical and Molecular Medicine (IKOM), Norwegian University of Science and Technology, 7491 Trondheim, Norway; (Y.S.); (M.H.); (S.M.P.); (H.Z.M.); (T.H.F.)
| | - Varshasnata Mohanty
- Center for Systems Biology and Molecular Medicine, Yenepoya (Deemed to be University), Mangalore 575018, India; (V.M.); (T.S.K.P.)
| | - Hany Zakaria Meås
- Centre of Molecular Inflammation Research (CEMIR), Department of Clinical and Molecular Medicine (IKOM), Norwegian University of Science and Technology, 7491 Trondheim, Norway; (Y.S.); (M.H.); (S.M.P.); (H.Z.M.); (T.H.F.)
| | - Trude Helen Flo
- Centre of Molecular Inflammation Research (CEMIR), Department of Clinical and Molecular Medicine (IKOM), Norwegian University of Science and Technology, 7491 Trondheim, Norway; (Y.S.); (M.H.); (S.M.P.); (H.Z.M.); (T.H.F.)
| | - T.S. Keshava Prasad
- Center for Systems Biology and Molecular Medicine, Yenepoya (Deemed to be University), Mangalore 575018, India; (V.M.); (T.S.K.P.)
| | - Richard K. Kandasamy
- Centre of Molecular Inflammation Research (CEMIR), Department of Clinical and Molecular Medicine (IKOM), Norwegian University of Science and Technology, 7491 Trondheim, Norway; (Y.S.); (M.H.); (S.M.P.); (H.Z.M.); (T.H.F.)
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11
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Liu B, Lindner P, Jirmo AC, Maus U, Illig T, DeLuca DS. A comparison of curated gene sets versus transcriptomics-derived gene signatures for detecting pathway activation in immune cells. BMC Bioinformatics 2020; 21:28. [PMID: 31992182 PMCID: PMC6986093 DOI: 10.1186/s12859-020-3366-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 01/14/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Despite the significant contribution of transcriptomics to the fields of biological and biomedical research, interpreting long lists of significantly differentially expressed genes remains a challenging step in the analysis process. Gene set enrichment analysis is a standard approach for summarizing differentially expressed genes into pathways or other gene groupings. Here, we explore an alternative approach to utilizing gene sets from curated databases. We examine the method of deriving custom gene sets which may be relevant to a given experiment using reference data sets from previous transcriptomics studies. We call these data-derived gene sets, "gene signatures" for the biological process tested in the previous study. We focus on the feasibility of this approach in analyzing immune-related processes, which are complicated in their nature but play an important role in the medical research. RESULTS We evaluate several statistical approaches to detecting the activity of a gene signature in a target data set. We compare the performance of the data-derived gene signature approach with comparable GO term gene sets across all of the statistical tests. A total of 61 differential expression comparisons generated from 26 transcriptome experiments were included in the analysis. These experiments covered eight immunological processes in eight types of leukocytes. The data-derived signatures were used to detect the presence of immunological processes in the test data with modest accuracy (AUC = 0.67). The performance for GO and literature based gene sets was worse (AUC = 0.59). Both approaches were plagued by poor specificity. CONCLUSIONS When investigators seek to test specific hypotheses, the data-derived signature approach can perform as well, if not better than standard gene-set based approaches for immunological signatures. Furthermore, the data-derived signatures can be generated in the cases that well-defined gene sets are lacking from pathway databases and also offer the opportunity for defining signatures in a cell-type specific manner. However, neither the data-derived signatures nor standard gene-sets can be demonstrated to reliably provide negative predictions for negative cases. We conclude that the data-derived signature approach is a useful and sometimes necessary tool, but analysts should be weary of false positives.
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Affiliation(s)
- Bin Liu
- Hannover Medical School, Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research, Carl-Neuberg-Straße, Hannover, 30625 Germany
- Institute of Technical Chemistry, Leibniz University of Hannover, Callinstraße 5, Hannover, 30167 Germany
| | - Patrick Lindner
- Institute of Technical Chemistry, Leibniz University of Hannover, Callinstraße 5, Hannover, 30167 Germany
| | - Adan Chari Jirmo
- Hannover Medical School, Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research, Carl-Neuberg-Straße, Hannover, 30625 Germany
- Department of Pediatric Pneumology,Allergology and Neonatology, Hannover Medical School, Carl-Neuberg-Straße 1, Hannover, 30625 Germany
| | - Ulrich Maus
- Division of Experimental Pneumology, Hannover Medical School, Feodor-Lynen-Straße 21, Hannover, 30625 Germany
| | - Thomas Illig
- Hannover Medical School, Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research, Carl-Neuberg-Straße, Hannover, 30625 Germany
- Hannover Unified Biobank, Hannover Medical School, Feodor-Lynen-Straße, Hannover, 30625 Germany
| | - David S. DeLuca
- Hannover Medical School, Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research, Carl-Neuberg-Straße, Hannover, 30625 Germany
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Rizk J, Kaplinsky J, Agerholm R, Kadekar D, Ivars F, Agace WW, Wong WWL, Szucs MJ, Myers SA, Carr SA, Waisman A, Bekiaris V. SMAC mimetics promote NIK-dependent inhibition of CD4 + T H17 cell differentiation. Sci Signal 2019; 12:eaaw3469. [PMID: 31455723 DOI: 10.1126/scisignal.aaw3469] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2023]
Abstract
Second mitochondria-derived activator of caspase (SMAC) mimetics (SMs) are selective antagonists of the inhibitor of apoptosis proteins (IAPs), which activate noncanonical NF-κB signaling and promote tumor cell death. Through gene expression analysis, we found that treatment of CD4+ T cells with SMs during T helper 17 (TH17) cell differentiation disrupted the balance between two antagonistic transcription factor modules. Moreover, proteomics analysis revealed that SMs altered the abundance of proteins associated with cell cycle, mitochondrial activity, and the balance between canonical and noncanonical NF-κB signaling. Whereas SMs inhibited interleukin-17 (IL-17) production and ameliorated TH17 cell-driven inflammation, they stimulated IL-22 secretion. Mechanistically, SM-mediated activation of NF-κB-inducing kinase (NIK) and the transcription factors RelB and p52 directly suppressed Il17a expression and IL-17A protein production, as well as the expression of a number of other immune genes. Induction of IL-22 production correlated with the NIK-dependent reduction in cMAF protein abundance and the enhanced activity of the aryl hydrocarbon receptor. Last, SMs also increased IL-9 and IL-13 production and, under competing conditions, favored the differentiation of naïve CD4+ T cells into TH2 cells rather than TH17 cells. These results demonstrate that SMs shape the gene expression and protein profiles of TH17 cells and inhibit TH17 cell-driven autoimmunity.
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Affiliation(s)
- John Rizk
- Department of Health Technology, Technical University of Denmark, Kemitorvet, Building 202, 2800 Kgs Lyngby, Denmark
| | - Joseph Kaplinsky
- Department of Health Technology, Technical University of Denmark, Kemitorvet, Building 202, 2800 Kgs Lyngby, Denmark
| | - Rasmus Agerholm
- Department of Health Technology, Technical University of Denmark, Kemitorvet, Building 202, 2800 Kgs Lyngby, Denmark
| | - Darshana Kadekar
- Department of Health Technology, Technical University of Denmark, Kemitorvet, Building 202, 2800 Kgs Lyngby, Denmark
| | - Fredrik Ivars
- Department of Experimental Medical Science, Lund University, 22184 Lund, Sweden
| | - William W Agace
- Department of Health Technology, Technical University of Denmark, Kemitorvet, Building 202, 2800 Kgs Lyngby, Denmark
- Department of Experimental Medical Science, Lund University, 22184 Lund, Sweden
| | - W Wei-Lynn Wong
- Institute of Experimental Immunology, University of Zurich, Winterthurerstrasse 190, Zurich, Switzerland
| | - Matthew J Szucs
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Samuel A Myers
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Steven A Carr
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Ari Waisman
- Institute for Molecular Medicine, University Medical Center of the Johannes Gutenberg University of Mainz, Obere Zahlbacher Str. 67, Mainz 55131, Germany
| | - Vasileios Bekiaris
- Department of Health Technology, Technical University of Denmark, Kemitorvet, Building 202, 2800 Kgs Lyngby, Denmark.
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13
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van den Ham HJ, Binai NA, Zaaraoui-Boutahar F, Heck AJR, Andeweg AC. Proteomic Profiling of Mouse Helper T Cell Differentiation. Proteomics 2019; 19:e1800045. [PMID: 30758134 DOI: 10.1002/pmic.201800045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2018] [Revised: 12/27/2018] [Indexed: 11/12/2022]
Abstract
Helper T cell differentiation is a key process in the regulation of adaptive immune responses. Here, mouse Th1 and Th2 cells are profiled using high-throughput proteomics to increase the understanding of the molecular biology of Th differentiation to support the design of prophylactic and therapeutic intervention strategies for (infectious) diseases. Protein profiling of Th1/Th2 differentiated cells results in the quantification of almost 6000 proteins of which 41 are differentially expressed at FDR < 0.1, and 19 at the FDR < 0.05 level, respectively. Differential protein expression analysis identifies a number of the expected canonical Th differentiation markers, and gene set analysis using the REACTOME database and a hypergeometric test (FDR < 0.05) confirms that helper T cell pathways are the top sets that are differentially expressed. Additionally, by network analysis, many differentially expressed proteins are associated with the Th1 and Th2 pathways. Data are available via PRIDE database with identifier PXD004532.
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Affiliation(s)
- Henk-Jan van den Ham
- Department Viroscience, Erasmus MC, Rotterdam, The Netherlands.,Enpicom B.V., s-Hertogenbosch, The Netherlands
| | - Nadine A Binai
- Biomolecular Mass Spectrometry group, Utrecht University, The Netherlands
| | | | - Albert J R Heck
- Biomolecular Mass Spectrometry group, Utrecht University, The Netherlands
| | - Arno C Andeweg
- Department Viroscience, Erasmus MC, Rotterdam, The Netherlands
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14
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Tripathi SK, Välikangas T, Shetty A, Khan MM, Moulder R, Bhosale SD, Komsi E, Salo V, De Albuquerque RS, Rasool O, Galande S, Elo LL, Lahesmaa R. Quantitative Proteomics Reveals the Dynamic Protein Landscape during Initiation of Human Th17 Cell Polarization. iScience 2018; 11:334-355. [PMID: 30641411 PMCID: PMC6330361 DOI: 10.1016/j.isci.2018.12.020] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 08/08/2018] [Accepted: 12/20/2018] [Indexed: 12/18/2022] Open
Abstract
Th17 cells contribute to the pathogenesis of inflammatory and autoimmune diseases and cancer. To reveal the Th17 cell-specific proteomic signature regulating Th17 cell differentiation and function in humans, we used a label-free mass spectrometry-based approach. Furthermore, a comprehensive analysis of the proteome and transcriptome of cells during human Th17 differentiation revealed a high degree of overlap between the datasets. However, when compared with corresponding published mouse data, we found very limited overlap between the proteins differentially regulated in response to Th17 differentiation. Validations were made for a panel of selected proteins with known and unknown functions. Finally, using RNA interference, we showed that SATB1 negatively regulates human Th17 cell differentiation. Overall, the current study illustrates a comprehensive picture of the global protein landscape during early human Th17 cell differentiation. Poor overlap with mouse data underlines the importance of human studies for translational research. Quantitative proteomics analysis of early human Th17 cell polarization The proteome and transcriptome highly correlate during early Th17 polarization Poor overlap of proteome profiles of human and mouse during early Th17 polarization The results underline the importance of human studies for translational research
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Affiliation(s)
- Subhash K Tripathi
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland
| | - Tommi Välikangas
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland; Doctoral Programme in Mathematics and Computer Sciences (MATTI), University of Turku, University Hill, FI-20014 Turku, Finland
| | - Ankitha Shetty
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland; Centre of Excellence in Epigenetics, Department of Biology, Indian Institute of Science Education and Research (IISER), Pune 411008, India
| | - Mohd Moin Khan
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland; Turku Doctoral Programme of Molecular Medicine (TuDMM), University of Turku, Tykistökatu 6, FI-20520 Turku, Finland
| | - Robert Moulder
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland
| | - Santosh D Bhosale
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland; Turku Doctoral Programme of Molecular Medicine (TuDMM), University of Turku, Tykistökatu 6, FI-20520 Turku, Finland
| | - Elina Komsi
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland
| | - Verna Salo
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland; Turku Doctoral Programme of Molecular Medicine (TuDMM), University of Turku, Tykistökatu 6, FI-20520 Turku, Finland
| | - Rafael Sales De Albuquerque
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland
| | - Omid Rasool
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland
| | - Sanjeev Galande
- Centre of Excellence in Epigenetics, Department of Biology, Indian Institute of Science Education and Research (IISER), Pune 411008, India
| | - Laura L Elo
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland.
| | - Riitta Lahesmaa
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland.
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