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Sun H, Lv X, Zhang D, Shen Y, Lu H. The 1400 metabolite-mediated relationship between 91 inflammatory cytokines and migraine: An exploratory two-step Mendelian randomization study. Eur J Clin Invest 2024; 54:e14316. [PMID: 39279254 DOI: 10.1111/eci.14316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 08/20/2024] [Indexed: 09/18/2024]
Abstract
BACKGROUND Inflammatory cytokines and migraines have been associated in previous research, but the underlying mechanisms of action are still elusive. The biological functions of metabolites are crucial in the onset of migraine. Our goals were to clarify the cause-and-effect connection between inflammatory cytokines and migraines and explore the potential mediating function of metabolites. METHODS Utilizing summary-level data from genome-wide association studies (GWAS), we conducted two-sample Mendelian randomization (MR) analyses to evaluate the possible causal connection between inflammatory cytokines and migraines. A two-step MR analysis was employed to further investigate the potential mediating pathways of metabolites. RESULTS MR analysis identified a total of 9 inflammatory cytokines that were genetically associated with migraines, and we subsequently identified 21 mediated relationships, with 20 metabolites (13 metabolites, 7 ratios) acting as potential mediators between 8 inflammatory cytokines and migraine. The 9 inflammatory cytokines were beta-nerve growth factor levels (β-NGF), T-cell surface glycoprotein CD5 levels (CD5), T-cell surface glycoprotein CD6 isoform levels (CD6), C-X-C motif chemokine 11 levels (CXCL11), interleukin-4 levels (IL-4), oncostatin-M levels (OSM), signalling lymphocytic activation molecule levels (SLAM), C-C motif chemokine 25 levels (CCL25) and monocyte chemoattractant protein-1 levels (MCP-1). CONCLUSION Our research findings provide evidence for both a causal connection between inflammatory cytokines and migraines, as well as a metabolite-mediated pathway. These biomarkers facilitate the detection, diagnosis and treatment of migraines while offering fresh perspectives on their underlying mechanisms.
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Affiliation(s)
- Huiqi Sun
- First school of clinical medicine, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Xutong Lv
- First school of clinical medicine, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Dongbin Zhang
- Department of Anesthesiology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Yue Shen
- First school of clinical medicine, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Hongxiu Lu
- Department of Anesthesiology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
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Yamashita T, Momose S, Imada H, Takayanagi N, Murakami C, Nagata M, Sawada K, Yamazaki M, Shimizu T, Kikuchi Y, Yamamoto W, Higashi M. The significance of T-BET-positive CD8 T-cells with diminished CD5 expression in Kikuchi-Fujimoto disease. J Clin Exp Hematop 2024; 64:183-190. [PMID: 39085130 PMCID: PMC11528254 DOI: 10.3960/jslrt.24019] [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: 04/15/2024] [Revised: 05/13/2024] [Accepted: 05/14/2024] [Indexed: 08/02/2024] Open
Abstract
Kikuchi-Fujimoto disease (KFD), also known as histiocytic necrotizing lymphadenitis, is a rare condition characterized by benign localized lymphadenopathy and clinical symptoms such as fever, sore throat, odynophagia, and leukopenia. Though the etiology of KFD is unknown, this condition is similar to viral infection, including increased infiltration of activated plasmacytoid dendritic cells. KFD exhibits three histological phases that reflect its progression status: proliferative, necrotic, and xanthomatous lesions. The expression loss of pan T-cell markers, such as CD2, CD5, and CD7, of infiltrating T-cells is observed in KFD cases, complicating the distinction from T-cell lymphoma. However, reports on the loss of their expression in KFD have been limited. Furthermore, the precise population of the T-cell subset in KFD is still unclear. Here, we focused on surface markers and transcription factors for T-cell differentiation and analyzed them immunohistochemically in 46 KFD cases. We observed diminished CD5 expression of CD8-positive (CD5dim CD8+) T-cells in the proliferative lesion of KFD cases. Furthermore, these CD5dim CD8+ T-cells expressed T-BET, a master regulator of type 1 helper T-cells. The upregulation of T-BET and downregulation of CD5 in CD8+ T-cells causes dysregulated activation and proliferation of CD8+ T-cells, potentially contributing to the unique histopathological features of KFD. Recognizing the frequent infiltration of T-BET-positive CD5dim CD8+ T-cells in KFD is important for distinguishing it from mature T-cell lymphoma. Our findings suggest that the immune response in KFD shares similarities with viral infections and highlight the importance of characterizing T-BET-positive CD5dim CD8+ T-cell populations for understanding KFD pathogenesis.
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Affiliation(s)
- Takahisa Yamashita
- Department of Pathology, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Shuji Momose
- Department of Pathology, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Hiroki Imada
- Department of Pathology, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Natsuko Takayanagi
- Department of Pathology, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Chiaki Murakami
- Department of Pathology, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Marino Nagata
- Department of Pathology, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Keisuke Sawada
- Department of Pathology, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Mami Yamazaki
- Department of Pathology, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Tomomi Shimizu
- Department of Pathology, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Yukina Kikuchi
- Department of Pathology, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Wataru Yamamoto
- Department of Pathology, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Morihiro Higashi
- Department of Pathology, Saitama Medical Center, Saitama Medical University, Saitama, Japan
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Tilsed CM, Sadiq BA, Papp TE, Areesawangkit P, Kimura K, Noguera-Ortega E, Scholler J, Cerda N, Aghajanian H, Bot A, Mui B, Tam Y, Weissman D, June CH, Albelda SM, Parhiz H. IL7 increases targeted lipid nanoparticle-mediated mRNA expression in T cells in vitro and in vivo by enhancing T cell protein translation. Proc Natl Acad Sci U S A 2024; 121:e2319856121. [PMID: 38513098 PMCID: PMC10990120 DOI: 10.1073/pnas.2319856121] [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: 11/13/2023] [Accepted: 02/01/2024] [Indexed: 03/23/2024] Open
Abstract
The use of lipid nanoparticles (LNP) to encapsulate and deliver mRNA has become an important therapeutic advance. In addition to vaccines, LNP-mRNA can be used in many other applications. For example, targeting the LNP with anti-CD5 antibodies (CD5/tLNP) can allow for efficient delivery of mRNA payloads to T cells to express protein. As the percentage of protein expressing T cells induced by an intravenous injection of CD5/tLNP is relatively low (4-20%), our goal was to find ways to increase mRNA-induced translation efficiency. We showed that T cell activation using an anti-CD3 antibody improved protein expression after CD5/tLNP transfection in vitro but not in vivo. T cell health and activation can be increased with cytokines, therefore, using mCherry mRNA as a reporter, we found that culturing either mouse or human T cells with the cytokine IL7 significantly improved protein expression of delivered mRNA in both CD4+ and CD8+ T cells in vitro. By pre-treating mice with systemic IL7 followed by tLNP administration, we observed significantly increased mCherry protein expression by T cells in vivo. Transcriptomic analysis of mouse T cells treated with IL7 in vitro revealed enhanced genomic pathways associated with protein translation. Improved translational ability was demonstrated by showing increased levels of protein expression after electroporation with mCherry mRNA in T cells cultured in the presence of IL7, but not with IL2 or IL15. These data show that IL7 selectively increases protein translation in T cells, and this property can be used to improve expression of tLNP-delivered mRNA in vivo.
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Affiliation(s)
- Caitlin M. Tilsed
- Center for Cellular Immunology, Department of Medicine, University of Pennsylvania, Philadelphia, PA19104
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA19104
| | | | - Tyler E. Papp
- Division of Infectious Diseases, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Phurin Areesawangkit
- Center for Cellular Immunology, Department of Medicine, University of Pennsylvania, Philadelphia, PA19104
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA19104
- Siriraj Center of Research Excellence for Cancer Immunotherapy (SiCORE-CIT), Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok10700, Thailand
| | - Kenji Kimura
- Center for Cellular Immunology, Department of Medicine, University of Pennsylvania, Philadelphia, PA19104
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA19104
| | - Estela Noguera-Ortega
- Center for Cellular Immunology, Department of Medicine, University of Pennsylvania, Philadelphia, PA19104
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA19104
| | - John Scholler
- Center for Cellular Immunology, Department of Medicine, University of Pennsylvania, Philadelphia, PA19104
| | - Nicholas Cerda
- Division of Infectious Diseases, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | | | - Adrian Bot
- Capstan Therapeutics, San Diego, CA92121
| | - Barbara Mui
- Acuitas Therapeutics, Vancouver, BCV6T 1Z3, Canada
| | - Ying Tam
- Acuitas Therapeutics, Vancouver, BCV6T 1Z3, Canada
| | - Drew Weissman
- Division of Infectious Diseases, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Carl H. June
- Center for Cellular Immunology, Department of Medicine, University of Pennsylvania, Philadelphia, PA19104
| | - Steven M. Albelda
- Center for Cellular Immunology, Department of Medicine, University of Pennsylvania, Philadelphia, PA19104
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA19104
| | - Hamideh Parhiz
- Division of Infectious Diseases, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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Mehta P, Chattopadhyay P, Mohite R, D'Rozario R, Bandopadhyay P, Sarif J, Ray Y, Ganguly D, Pandey R. Suppressed transcript diversity and immune response in COVID-19 ICU patients: a longitudinal study. Life Sci Alliance 2024; 7:e202302305. [PMID: 37918965 PMCID: PMC10622646 DOI: 10.26508/lsa.202302305] [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: 08/03/2023] [Revised: 10/21/2023] [Accepted: 10/23/2023] [Indexed: 11/04/2023] Open
Abstract
Understanding the dynamic changes in gene expression during Acute Respiratory Distress Syndrome (ARDS) progression in post-acute infection patients is crucial for unraveling the underlying mechanisms. Study investigates the longitudinal changes in gene/transcript expression patterns in hospital-admitted severe COVID-19 patients with ARDS post-acute SARS-CoV-2 infection. Blood samples were collected at three time points and patients were stratified into severe and mild ARDS, based on their oxygenation saturation (SpO2/FiO2) kinetics over 7 d. Decline in transcript diversity was observed over time, particularly in patients with higher severity, indicating dysregulated transcriptional landscape. Comparing gene/transcript-level analyses highlighted a rather limited overlap. With disease progression, a transition towards an inflammatory state was evident. Strong association was found between antibody response and disease severity, characterized by decreased antibody response and activated B cell population in severe cases. Bayesian network analysis identified various factors associated with disease progression and severity, viz. humoral response, TLR signaling, inflammatory response, interferon response, and effector T cell abundance. The findings highlight dynamic gene/transcript expression changes during ARDS progression, impact on tissue oxygenation and elucidate disease pathogenesis.
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Affiliation(s)
- Priyanka Mehta
- Division of Immunology and Infectious Disease Biology, INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) Laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Partha Chattopadhyay
- Division of Immunology and Infectious Disease Biology, INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) Laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Ramakant Mohite
- Division of Immunology and Infectious Disease Biology, INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) Laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
| | - Ranit D'Rozario
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
- IICB-Translational Research Unit of Excellence, CSIR-Indian Institute of Chemical Biology, Kolkata, India
| | - Purbita Bandopadhyay
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
- IICB-Translational Research Unit of Excellence, CSIR-Indian Institute of Chemical Biology, Kolkata, India
| | - Jafar Sarif
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
- IICB-Translational Research Unit of Excellence, CSIR-Indian Institute of Chemical Biology, Kolkata, India
| | - Yogiraj Ray
- Infectious Disease and Beleghata General Hospital, Kolkata, India
- Department of Infectious Diseases, Shambhunath Pandit Hospital, Institute of Postgraduate Medical Education and Research, Kolkata, India
| | - Dipyaman Ganguly
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
- IICB-Translational Research Unit of Excellence, CSIR-Indian Institute of Chemical Biology, Kolkata, India
| | - Rajesh Pandey
- Division of Immunology and Infectious Disease Biology, INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) Laboratory, CSIR-Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
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5
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Isibor PO, Onwaeze OO, Kayode-Edwards II, Agbontaen DO, Ifebem-Ezima IAM, Bilewu O, Onuselogu C, Akinniyi AP, Obafemi YD, Oniha MI. Investigating and combatting the key drivers of viral zoonoses in Africa: an analysis of eight epidemics. BRAZ J BIOL 2023; 84:e270857. [PMID: 37531478 DOI: 10.1590/1519-6984.270857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 03/02/2023] [Indexed: 08/04/2023] Open
Abstract
Investigating the interplay of factors that result in a viral zoonotic outbreak is difficult, though it is increasingly important. As anthropogenic influences shift the delicate balance of ecosystems, new zoonoses emerge in humans. Sub-Saharan Africa is a notable hotspot for zoonotic disease due to abundant competent mammalian reservoir hosts. Furthermore, poverty, corruption, and an overreliance on natural resources play considerable roles in depleting biological resources, exacerbating the population's susceptibility. Unsurprisingly, viral zoonoses have emerged in Africa, including HIV/AIDS, Ebola, Avian influenza, Lassa fever, Zika, and Monkeypox. These diseases are among the principal causes of death in endemic areas. Though typically distinct in their manifestations, viral zoonoses are connected by underlying, definitive factors. This review summarises vital findings on viral zoonoses in Africa using nine notable case studies as a benchmark for future studies. We discuss the importance of ecological recuperation and protection as a central strategy to control zoonotic diseases. Emphasis was made on moderating key drivers of zoonotic diseases to forestall future pandemics. This is in conjunction with attempts to redirect efforts from reactive to pre-emptive through a multidisciplinary "one health" approach.
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Affiliation(s)
- P O Isibor
- Covenant University, Department of Biological Sciences, Ota, Ogun State, Nigeria
| | - O O Onwaeze
- Covenant University, Department of Biological Sciences, Ota, Ogun State, Nigeria
| | - I I Kayode-Edwards
- Covenant University, Department of Biological Sciences, Ota, Ogun State, Nigeria
| | - D O Agbontaen
- University of South Wales, Department of Public Health, Pontypridd, United Kingdom
| | - I-A M Ifebem-Ezima
- Covenant University, Department of Biological Sciences, Ota, Ogun State, Nigeria
| | - O Bilewu
- Covenant University, Department of Biological Sciences, Ota, Ogun State, Nigeria
| | - C Onuselogu
- Covenant University, Department of Biological Sciences, Ota, Ogun State, Nigeria
| | - A P Akinniyi
- Covenant University, Department of Biological Sciences, Ota, Ogun State, Nigeria
| | - Y D Obafemi
- Covenant University, Department of Biological Sciences, Ota, Ogun State, Nigeria
| | - M I Oniha
- Covenant University, Department of Biological Sciences, Ota, Ogun State, Nigeria
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6
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McLeish E, Sooda A, Slater N, Kachigunda B, Beer K, Paramalingam S, Lamont PJ, Chopra A, Mastaglia FL, Needham M, Coudert JD. Uncovering the significance of expanded CD8+ large granular lymphocytes in inclusion body myositis: Insights into T cell phenotype and functional alterations, and disease severity. Front Immunol 2023; 14:1153789. [PMID: 37063893 PMCID: PMC10098158 DOI: 10.3389/fimmu.2023.1153789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 03/10/2023] [Indexed: 04/03/2023] Open
Abstract
IntroductionInclusion body myositis (IBM) is a progressive inflammatory myopathy characterised by skeletal muscle infiltration and myofibre invasion by CD8+ T lymphocytes. In some cases, IBM has been reported to be associated with a systemic lymphoproliferative disorder of CD8+ T cells exhibiting a highly differentiated effector phenotype known as T cell Large Granular Lymphocytic Leukemia (T-LGLL). MethodsWe investigated the incidence of a CD8+ T-LGL lymphoproliferative disorder in 85 IBM patients and an aged-matched group of 56 Healthy Controls (HC). Further, we analysed the phenotypical characteristics of the expanded T-LGLs and investigated whether their occurrence was associated with any particular HLA alleles or clinical characteristics. ResultsBlood cell analysis by flow cytometry revealed expansion of T-LGLs in 34 of the 85 (40%) IBM patients. The T cell immunophenotype of T-LGLHIGH patients was characterised by increased expression of surface molecules including CD57 and KLRG1, and to a lesser extent of CD94 and CD56 predominantly in CD8+ T cells, although we also observed modest changes in CD4+ T cells and γδ T cells. Analysis of Ki67 in CD57+ KLRG1+ T cells revealed that only a small proportion of these cells was proliferating. Comparative analysis of CD8+ and CD4+ T cells isolated from matched blood and muscle samples donated by three patients indicated a consistent pattern of more pronounced alterations in muscles, although not significant due to small sample size. In the T-LGLHIGH patient group, we found increased frequencies of perforin-producing CD8+ and CD4+ T cells that were moderately correlated to combined CD57 and KLRG1 expression. Investigation of the HLA haplotypes of 75 IBM patients identified that carriage of the HLA-C*14:02:01 allele was significantly higher in T-LGLHIGH compared to T-LGLLOW individuals. Expansion of T-LGL was not significantly associated with seropositivity patient status for anti-cytosolic 5'-nucleotidase 1A autoantibodies. Clinically, the age at disease onset and disease duration were similar in the T-LGLHIGH and T-LGLLOW patient groups. However, metadata analysis of functional alterations indicated that patients with expanded T-LGL more frequently relied on mobility aids than T-LGLLOW patients indicating greater disease severity. ConclusionAltogether, these results suggest that T-LGL expansion occurring in IBM patients is correlated with exacerbated immune dysregulation and increased disease burden.
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Affiliation(s)
- Emily McLeish
- Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Murdoch, WA, Australia
- *Correspondence: Emily McLeish, ; Jerome David Coudert,
| | - Anuradha Sooda
- Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Murdoch, WA, Australia
| | - Nataliya Slater
- Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Murdoch, WA, Australia
| | - Barbara Kachigunda
- Harry Butler Institute, Centre for Biosecurity and One Health, Murdoch University, Murdoch, WA, Australia
| | - Kelly Beer
- Perron Institute for Neurological and Translational Science, Nedlands, WA, Australia
| | | | - Phillipa J. Lamont
- Neurogenetic Unit, Department of Neurology, Royal Perth Hospital, Perth, WA, Australia
| | - Abha Chopra
- Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Murdoch, WA, Australia
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, WA, Australia
| | - Frank Louis Mastaglia
- Perron Institute for Neurological and Translational Science, Nedlands, WA, Australia
| | - Merrilee Needham
- Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Murdoch, WA, Australia
- Perron Institute for Neurological and Translational Science, Nedlands, WA, Australia
- School of Medicine, University of Notre Dame, Fremantle, WA, Australia
- Department of Neurology, Fiona Stanley Hospital, Murdoch, WA, Australia
| | - Jerome David Coudert
- Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Murdoch, WA, Australia
- Perron Institute for Neurological and Translational Science, Nedlands, WA, Australia
- School of Medicine, University of Notre Dame, Fremantle, WA, Australia
- *Correspondence: Emily McLeish, ; Jerome David Coudert,
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Steen EA, Nichols KE, Meyer LK. Insights into the cellular pathophysiology of familial hemophagocytic lymphohistiocytosis. Front Immunol 2023; 14:1147603. [PMID: 36969228 PMCID: PMC10033680 DOI: 10.3389/fimmu.2023.1147603] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 03/01/2023] [Indexed: 03/11/2023] Open
Abstract
Familial hemophagocytic lymphohistiocytosis (fHLH) encompasses a group of rare inherited immune dysregulation disorders characterized by loss-of-function mutations in one of several genes involved in the assembly, exocytosis, and function of cytotoxic granules within CD8+ T cells and natural killer (NK) cells. The resulting defect in cytotoxicity allows these cells to be appropriately stimulated in response to an antigenic trigger, and also impairs their ability to effectively mediate and terminate the immune response. Consequently, there is sustained lymphocyte activation, resulting in the secretion of excessive amounts of pro-inflammatory cytokines that further activate other cells of the innate and adaptive immune systems. Together, these activated cells and pro-inflammatory cytokines mediate tissue damage that leads to multi-organ failure in the absence of treatment aimed at controlling hyperinflammation. In this article, we review these mechanisms of hyperinflammation in fHLH at the cellular level, focusing primarily on studies performed in murine models of fHLH that have provided insight into how defects in the lymphocyte cytotoxicity pathway mediate rampant and sustained immune dysregulation.
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Affiliation(s)
| | - Kim E. Nichols
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Lauren K. Meyer
- Department of Pediatrics, University of Washington, Seattle, WA, United States
- *Correspondence: Lauren K. Meyer,
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8
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Zhang L, Liu X, Chen X, Warden AR, Yu Y, Huang B, Ding X. SCANCell reveals diverse inter-cluster interaction patterns in systemic lupus erythematosus across the disease spectrum. Bioinformatics 2022; 38:1361-1368. [PMID: 34664638 DOI: 10.1093/bioinformatics/btab713] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 09/20/2021] [Accepted: 10/13/2021] [Indexed: 01/05/2023] Open
Abstract
MOTIVATION High-dimensional mass cytometry (CyTOF), which provides both cellular signatures and inter-cluster interactions like the antagonism between immune activation and suppression, and the pro-inflammatory synergy, sheds light on the cellular and molecular basis of disease pathogenesis. However, revealing the aberrance of inter-cluster communication networks in CyTOF datasets remains a significant challenge. RESULTS Here, we developed Sample Classification and direct Association Network among Cell clusters (SCANCell) that quantifies the direct association (DA) network of cell clusters. SCANCell was applied to profile inter-cluster interaction patterns of a well-recruited systemic lupus erythematosus (SLE) cohort, including 8 healthy controls, 10 active SLE patients (APs) and 8 remission SLE patients (RPs). SCANCell identified decreased inter-cluster interactions of CD8+ T cells in APs compared with RPs, and enhanced DA of CD8+ T cells after stimulation with immunostimulatory cytokine interleukin-2 in vitro. These discoveries prove that SCANCell can uncover pathology- and drug stimulation-associated inter-cluster interactions, which potentially benefits understanding of pathogenesis and novel therapeutic strategies. AVAILABILITY AND IMPLEMENTATION The main processing scripts of SCNACell are available at https://github.com/Lxc417/SCANCell. Other codes for the following data statistics are available from the corresponding author upon request. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Lulu Zhang
- State Key Laboratory of Oncogenes and Related Genes, Institute for Personalized Medicine, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Xiao Liu
- State Key Laboratory of Oncogenes and Related Genes, Institute for Personalized Medicine, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Xiaoxiang Chen
- Department of Rheumatology, Shanghai Jiao Tong University School of Medicine Affiliated Renji Hospital, Shanghai 200030, China
| | - Antony R Warden
- State Key Laboratory of Oncogenes and Related Genes, Institute for Personalized Medicine, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Youyi Yu
- State Key Laboratory of Oncogenes and Related Genes, Institute for Personalized Medicine, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Baozhen Huang
- Department of Chemical Pathology, Li Ka Shing Institute of Health Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong 999077, China
| | - Xianting Ding
- State Key Laboratory of Oncogenes and Related Genes, Institute for Personalized Medicine, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China
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9
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Wadenpohl J, Seyfarth J, Hehenkamp P, Hoffmann M, Kummer S, Reinauer C, Döing C, Förtsch K, Mayatepek E, Meissner T, Jacobsen M. CD5-expressing CD8 + T-cell subsets differ between children with type 1 diabetes and controls. Immunol Cell Biol 2021; 99:1077-1084. [PMID: 34133790 DOI: 10.1111/imcb.12488] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 06/14/2021] [Accepted: 06/15/2021] [Indexed: 01/14/2023]
Abstract
Different lymphocyte subsets are involved in autoimmune pathogenesis of type 1 diabetes (T1D). Previous studies suggested a role of CD5-expressing T and B cells including rare unconventional lymphocytes with combined T- and B-cell features [dual expressing (DE) cells]. We performed algorithm-supported multiparameter flow cytometry and quantitative PCR to investigate immune cell subsets and DE cells in children with T1D (n = 20) and matched controls (n = 20). Comparisons of conventional immune cells detected increased proportions of CD3+ T cells in T1D patients, whereas CD19+ B-cell proportions were comparable to controls. Self-organizing maps for flow cytometry analyses (FlowSOM) showed highly similar CD5-expressing B-cell subsets and no differences for DE cells were detected between the study groups by flow cytometry or specific quantitative PCR. Notably, differences in CD8+ T cells were indicated by FlowSOM and similarity-based t-distributed stochastic neighbor embedding (tSNE) analyses. Study group comparisons confirmed significantly reduced CD8+ T-cell proportions with moderate or low CD5 expression in T1D patients. Finally, in vitro experiments showed stable CD5 expression differences of CD8+ T cells after T-cell activation, cytokine stimulation and culture. We observed differences of T-cell coreceptor CD5 expression in T1D patients with potential relevance for immune regulation of CD8+ T-cell activation.
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Affiliation(s)
- Josefine Wadenpohl
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Duesseldorf, Germany
| | - Julia Seyfarth
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Duesseldorf, Germany
| | - Paul Hehenkamp
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Duesseldorf, Germany
| | - Maximilian Hoffmann
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Duesseldorf, Germany
| | - Sebastian Kummer
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Duesseldorf, Germany
| | - Christina Reinauer
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Duesseldorf, Germany
| | - Carsten Döing
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Duesseldorf, Germany
| | - Katharina Förtsch
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Duesseldorf, Germany
| | - Ertan Mayatepek
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Duesseldorf, Germany
| | - Thomas Meissner
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Duesseldorf, Germany
| | - Marc Jacobsen
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Duesseldorf, Germany
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10
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Chaturvedi V, Marsh RA, Zoref-Lorenz A, Owsley E, Chaturvedi V, Nguyen TC, Goldman JR, Henry MM, Greenberg JN, Ladisch S, Hermiston ML, Jeng M, Naqvi A, Allen CE, Wong HR, Jordan MB. T-cell activation profiles distinguish hemophagocytic lymphohistiocytosis and early sepsis. Blood 2021; 137:2337-2346. [PMID: 33512385 PMCID: PMC8085480 DOI: 10.1182/blood.2020009499] [Citation(s) in RCA: 74] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 11/25/2020] [Indexed: 12/18/2022] Open
Abstract
Hemophagocytic lymphohistiocytosis (HLH) is a fatal disorder of immune hyperactivation that has been described as a cytokine storm. Sepsis due to known or suspected infection has also been viewed as a cytokine storm. Although clinical similarities between these syndromes suggest similar immunopathology and may create diagnostic uncertainty, distinguishing them is critical as treatments are widely divergent. We examined T-cell profiles from children with either HLH or sepsis and found that HLH is characterized by acute T-cell activation, in clear contrast to sepsis. Activated T cells in patients with HLH were characterized as CD38high/HLA-DR+ effector cells, with activation of CD8+ T cells being most pronounced. Activated T cells were type 1 polarized, proliferative, and displayed evidence of recent and persistent activation. Circulating activated T cells appeared to be broadly characteristic of HLH, as they were seen in children with and without genetic lesions or identifiable infections and resolved with conventional treatment of HLH. Furthermore, we observed even greater activation and type 1 polarization in tissue-infiltrating T cells, described here for the first time in a series of patients with HLH. Finally, we observed that a threshold of >7% CD38high/HLA-DR+ cells among CD8+ T cells had strong positive and negative predictive value for distinguishing HLH from early sepsis or healthy controls. We conclude that the cytokine storm of HLH is marked by distinctive T-cell activation whereas early sepsis is not, and that these 2 syndromes can be readily distinguished by T-cell phenotypes.
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Affiliation(s)
- Vandana Chaturvedi
- Division of Immunobiology, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, OH
| | - Rebecca A Marsh
- Division of Bone Marrow Transplantation and Immune Deficiency, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Adi Zoref-Lorenz
- Division of Immunobiology, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, OH
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Erika Owsley
- Division of Bone Marrow Transplantation and Immune Deficiency, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Vijaya Chaturvedi
- Division of Bone Marrow Transplantation and Immune Deficiency, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Trung C Nguyen
- Section of Critical Care, Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Jordana R Goldman
- Center for Translational Research on Inflammatory Diseases, Michael E. DeBakey VA Medical Center, Houston, TX
| | - Michael M Henry
- Center for Cancer and Blood Disorders, Phoenix Children's Hospital, Phoenix, AZ
| | - Jay N Greenberg
- Division of Hematology, Department of Pediatrics, Children's National Hospital, Washington, DC
| | - Stephan Ladisch
- Division of Hematology, Department of Pediatrics, Children's National Hospital, Washington, DC
| | - Michelle L Hermiston
- Division of Hematology Oncology, Department of Pediatrics, UCSF School of Medicine, San Francisco, CA
| | - Michael Jeng
- Hematology and Oncology, Department of Pediatrics, Stanford Medical School, Stanford, CA
| | - Ahmed Naqvi
- Department of Pediatrics, The Hospital for Sick Children, Toronto, ON, Canada
| | - Carl E Allen
- Section of Hematology/Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, TX; and
| | - Hector R Wong
- Division of Critical Care, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Michael B Jordan
- Division of Immunobiology, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, OH
- Division of Bone Marrow Transplantation and Immune Deficiency, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
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11
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Four genes predict the survival of osteosarcoma patients based on TARGET database. J Bioenerg Biomembr 2020; 52:291-299. [PMID: 32514876 DOI: 10.1007/s10863-020-09836-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2020] [Accepted: 05/14/2020] [Indexed: 12/31/2022]
Abstract
Osteosarcoma represents one of the most aggressive tumors of bone among adolescents and young adults. Despite improvements in treatment, osteosarcoma has a grave prognosis. The identification of prognostic factors is still in its infancy. Weighted gene correlation network analysis (WGCNA) was conducted on mRNA-sequencing and clinical information (gender, survival and metastasis) of osteosarcoma patients from the TARGET database to obtain genes in modules associated with metastasis of osteosarcoma. The Cox regression analysis was then performed on the gene expression profile from TARGET to screen genes associated with patients' survival. Known genes related to osteosarcoma were obtained by intersecting osteosarcoma-related genes from DisGeNET and DiGSeE, followed by the construction of PPI network of osteosarcoma-related genes and survival-related genes in modules. The screened key genes were subject to multi-factor Cox proportional hazards model, and osteosarcoma patients were classified into high- and low- risk groups according to the risk score to evaluate the potential of key genes to predict the survival of osteosarcoma patients. The WGCNA showed that 4 genes in tan and 19 genes in pink modules were related to the survival of osteosarcoma patients. Osteosarcoma-related known genes (9) were obtained in intersection of DisGeNET and DiGSeE. PPI network identified 4 key genes (KRT5, HIPK2, MAP3K5 and CD5) closely associated with survival of osteosarcoma patients. HIPK2, MAP3K5 and CD5 expression was inversely correlated with survival risk, while KRT5 expression was positively correlated with survival risk. These results show KRT5, HIPK2, MAP3K5 and CD5 serve as prognostic factors of osteosarcoma patients.
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