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Peng Y, Zhang J, Zhang T, Wang C, Bai J, Li Y, Duan J, Fan D, Fu W, Liang X, Xie X, Qi X, Hong W, He Y, Wu C, Zhou J, Chen P, Zeng H, Dai Y, Yu W, Bai H, Guo P, Zeng Z, Zhang Q. S100A4 mediates the accumulation and functions of myeloid-derived suppressor cells via GP130/JAK2/STAT3 signaling in acute myeloid leukemia. Biochim Biophys Acta Mol Basis Dis 2024; 1871:167498. [PMID: 39243827 DOI: 10.1016/j.bbadis.2024.167498] [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: 02/22/2024] [Revised: 08/06/2024] [Accepted: 08/31/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Acute myeloid leukemia (AML) is an immunosuppressive hematologic malignancy with a poor prognosis. An immunosuppressive microenvironment blunts AML therapy. However, the prognostic and therapeutic roles of the factors that mediate immunosuppression in AML remain elusive. METHODS S100 calcium-binding protein A4 (S100A4) was identified as an immunosuppression-mediating factor by analyzing The Cancer Genome Atlas AML project (TCGA-LAML) transcriptome data and data from AML-bearing mice and AML patients. The S100A4-mediated signaling pathway in myeloid-derived suppressor cells (MDSCs) was evaluated. RESULTS Elevated S100A4 expression was positively associated with worse survival of AML patients, MDSCs, macrophages and immune checkpoints. S100A4 silencing downregulated the expression levels of MDSC-associated CD14, CCR2 and CCL2, reduced MDSC expansion and impaired MDSC-mediated inhibition of T cell activation and proliferation. S100A4-based prognostic signature (SPS) was an independent risk factor for AML patients. The high-risk group based on SPS was not only associated with adverse survival, MDSCs and macrophages and immune checkpoints but also insensitive to 25 chemotherapy drugs. It was also found that CCAAT enhancer binding protein beta (CEBPB) mediated S100A4 transcription. CEBPB silencing downregulated the expression levels of MDSC-associated CD14, CCR2 and CCL2. Mechanistically, S100A4 activated GP130/JAK2/STAT3 signaling in MDSCs by interacting with the cytokine-binding domain of GP130. Moreover, S100A4 mediated MDSC expansion through JAK2/STAT3 signaling. CONCLUSION This study uncovers the critical role of S100A4 in MDSC accumulation, and S100A4-based prognostic signature may guide chemotherapy sensitivity in patients with AML.
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Affiliation(s)
- Yuhui Peng
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Jian Zhang
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Ting Zhang
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Chanjuan Wang
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Jingdi Bai
- The second hospital of Tianjin Medical University, Tianjin 300211, China
| | - Yi Li
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Juanjuan Duan
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Daogui Fan
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Wenli Fu
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Xinming Liang
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Xin Xie
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Xiaolan Qi
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Wei Hong
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Yan He
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - ChangXue Wu
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Jing Zhou
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Pingping Chen
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Hongmei Zeng
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China
| | - Yun Dai
- Laboratory of Cancer Precision Medicine, the First Hospital of Jilin University, 519 Dongminzhu Street, Changchun 130061, Jinlin, China
| | - Wenfeng Yu
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China; Key Laboratory of Human Brain bank for Functions and Diseases of Department of Education of Guizhou Province, College of Basic Medical, Guizhou Medical University, Guiyang 550025, China
| | - Hua Bai
- Medical Laboratory Center, the Third Affiliated Hospital of Guizhou Medical University, Duyun 558000, Guizhou, China
| | - Pengxiang Guo
- Department of Hematology, Guizhou Provincial People's Hospital, Guizhou University, Guiyang 550002, Guizhou, China.
| | - Zhu Zeng
- School of Biology and Engineering, Guizhou Medical University, Guiyang 550004, Guizhou, China.
| | - Qifang Zhang
- Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, School of Basic Medical Science, Guizhou Medical University, Guiyang 550004, Guizhou, China; Guizhou Provincial Key Laboratory of Pathogenesis and Drug Research on Common Chronic Diseases, Guiyang 550004, Guizhou, China.
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2
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Chien KJ, Wei CCJ, Huang SH, Chen CY, Kuo HC, Hung YM, Liao PL, Huang JY, Cheng MF, Weng KP. Risks of Kawasaki disease and multisystem inflammatory syndrome in pediatric patients with COVID-19 infection: A TriNetX based cohort study. J Chin Med Assoc 2024; 87:861-869. [PMID: 39017646 DOI: 10.1097/jcma.0000000000001137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/18/2024] Open
Abstract
BACKGROUND The associations of coronavirus disease (COVID-19) with Kawasaki disease (KD) and multisystem inflammatory syndrome in children (MIS-C) remain unclear. Few large-scale studies have estimated the cumulative incidence of MIS-C and KD after COVID-19 in children. METHODS Data were obtained from TriNetX. After propensity score matching was completed, data from 258 645 patients with COVID-19 (COVID-19 group) and 258 645 patients without COVID-19 (non-COVID-19 group) were analyzed using Cox regression. Hazard ratio (HR), 95% CI, and cumulative incidence of MIS-C and KD were calculated for both groups. A stratified analysis was performed to validate the results. RESULTS After matching for age at baseline and sex, the risks of MIS-C and KD were higher in the COVID-19 group than in the non-COVID-19 group (HR: 3.023 [95% CI, 2.323-3.933] and 1.736 [95% CI, 1.273-2.369], respectively). After matching for age at baseline, sex, race, ethnicity, and comorbidities, the risks of MIS-C and KD remained significantly higher in the COVID-19 group than in the non-COVID-19 group (HR: 2.899 [95% CI, 2.173-3.868] and 1.435 [95% CI, 1.030-2.000]). When stratified by age, the risk of MIS-C was higher in the COVID-19 group-for patients aged >5 years and ≤5 years (HR: 2.399 [95% CI, 1.683-3.418] and 2.673 [95% CI, 1.737-4.112], respectively)-than in the non-COVID-19 group. However, the risk of KD was elevated only in patients aged ≤5 years (HR: 1.808; 95% CI, 1.203-2.716). When stratified by COVID-19 vaccination status, the risks of MIS-C and KD were elevated in unvaccinated patients with COVID-19 (HR: 2.406 and 1.835, respectively). CONCLUSION Patients with COVID-19 who are aged <18 and ≤5 years have increased risks of MIS-C and KD, respectively. Further studies are required to confirm the role of COVID-19 in the pathogenesis of MIS-C and KD.
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Affiliation(s)
- Kuang-Jen Chien
- Congenital Structural Heart Disease Center, Department of Pediatrics, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan, ROC
| | - Cheng-Chung James Wei
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan, ROC
- Division of Allergy, Immunology and Rheumatology, Chung Shan Medical University Hospital, Taichung, Taiwan, ROC
- Graduate Institute of Integrated Medicine, China Medical University, Taichung, Taiwan, ROC
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan, ROC
| | - Shih-Hui Huang
- Department of Nursing, Fooyin University, Kaohsiung, Taiwan, ROC
| | - Chun-Yu Chen
- Department of Pediatrics, Chi Mei Medical Center, Tainan, Taiwan, ROC
| | - Ho-Chang Kuo
- Department of Pediatrics, Kawasaki Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan, ROC
| | - Yao-Min Hung
- Division of Nephrology, Department of Internal Medicine, Taipei Veterans General Hospital Taitung Branch, Taitung, Taiwan, ROC
| | - Pei-Lun Liao
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan, ROC
- Center for Health Data Science, Department of Medical Research, Chung Shan Medical University Hospital, Taichung, Taiwan, ROC
| | - Jing-Yang Huang
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan, ROC
- Center for Health Data Science, Department of Medical Research, Chung Shan Medical University Hospital, Taichung, Taiwan, ROC
| | - Ming-Fang Cheng
- Congenital Structural Heart Disease Center, Department of Pediatrics, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan, ROC
| | - Ken-Pen Weng
- Congenital Structural Heart Disease Center, Department of Pediatrics, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan, ROC
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
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Roznik K, Andargie TE, Johnston TS, Gordon O, Wang Y, Akindele NP, Persaud D, Antar AAR, Manabe YC, Zhou W, Ji H, Agbor-Enoh S, Karaba AH, Thompson EA, Cox AL. Emergency Myelopoiesis Distinguishes Multisystem Inflammatory Syndrome in Children From Pediatric Severe Coronavirus Disease 2019. J Infect Dis 2024; 230:e305-e317. [PMID: 38299308 PMCID: PMC11326850 DOI: 10.1093/infdis/jiae032] [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: 06/20/2023] [Revised: 12/18/2023] [Accepted: 01/25/2024] [Indexed: 02/02/2024] Open
Abstract
BACKGROUND Multisystem inflammatory syndrome in children (MIS-C) is a hyperinflammatory condition caused by recent infection with severe acute respiratory syndrome coronavirus 2, but the underlying immunological mechanisms driving this distinct syndrome are unknown. METHODS We utilized high-dimensional flow cytometry, cell-free (cf) DNA, and cytokine and chemokine profiling to identify mechanisms of critical illness distinguishing MIS-C from severe acute coronavirus disease 2019 (SAC). RESULTS Compared to SAC, MIS-C patients demonstrated profound innate immune cell death and features of emergency myelopoiesis (EM), an understudied phenomenon observed in severe inflammation. EM signatures were characterized by fewer mature myeloid cells in the periphery and decreased expression of HLA-DR and CD86 on antigen-presenting cells. Interleukin 27 (IL-27), a cytokine known to drive hematopoietic stem cells toward EM, was increased in MIS-C, and correlated with immature cell signatures in MIS-C. Upon recovery, EM signatures decreased and IL-27 plasma levels returned to normal levels. Despite profound lymphopenia, we report a lack of cfDNA released by adaptive immune cells and increased CCR7 expression on T cells indicative of egress out of peripheral blood. CONCLUSIONS Immune cell signatures of EM combined with elevated innate immune cell-derived cfDNA levels distinguish MIS-C from SAC in children and provide mechanistic insight into dysregulated immunity contributing toward MIS-C, offering potential diagnostic and therapeutic targets.
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Affiliation(s)
- Katerina Roznik
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore
| | - Temesgen E Andargie
- Genomic Research Alliance for Transplantation and Laboratory of Applied Precision Omics, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
- Department of Biology, Howard University, Washington, District of Columbia
| | - T Scott Johnston
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore
| | - Oren Gordon
- Infectious Diseases Unit, Department of Pediatrics, Faculty of Medicine, Hadassah Medical Center, Hebrew University of Jerusalem, Israel
- Department of Pediatrics, Johns Hopkins University School of Medicine
| | - Yi Wang
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore
| | - Nadine Peart Akindele
- Department of Pediatrics, Johns Hopkins University School of Medicine
- Center for Biologics Evaluation and Research, United States Food and Drug Administration, Silver Spring, Maryland
| | - Deborah Persaud
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health
- Department of Pediatrics, Johns Hopkins University School of Medicine
| | - Annukka A R Antar
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore
| | - Yukari C Manabe
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore
| | - Weiqiang Zhou
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore
| | - Hongkai Ji
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore
| | - Sean Agbor-Enoh
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore
- Genomic Research Alliance for Transplantation and Laboratory of Applied Precision Omics, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Andrew H Karaba
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore
| | - Elizabeth A Thompson
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore
| | - Andrea L Cox
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore
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4
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Lanahan SM, Yang L, Jones KM, Qi Z, Cabrera EC, Cominsky LY, Ramaswamy A, Barmada A, Gabernet G, Uthaya Kumar DB, Xu L, Shan P, Wymann MP, Kleinstein SH, Rao VK, Mustillo P, Romberg N, Abraham RS, Lucas CL. PI3Kγ in B cells promotes antibody responses and generation of antibody-secreting cells. Nat Immunol 2024; 25:1422-1431. [PMID: 38961274 DOI: 10.1038/s41590-024-01890-1] [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: 07/06/2023] [Accepted: 06/07/2024] [Indexed: 07/05/2024]
Abstract
The differentiation of naive and memory B cells into antibody-secreting cells (ASCs) is a key feature of adaptive immunity. The requirement for phosphoinositide 3-kinase-delta (PI3Kδ) to support B cell biology has been investigated intensively; however, specific functions of the related phosphoinositide 3-kinase-gamma (PI3Kγ) complex in B lineage cells have not. In the present study, we report that PI3Kγ promotes robust antibody responses induced by T cell-dependent antigens. The inborn error of immunity caused by human deficiency in PI3Kγ results in broad humoral defects, prompting our investigation of roles for this kinase in antibody responses. Using mouse immunization models, we found that PI3Kγ functions cell intrinsically within activated B cells in a kinase activity-dependent manner to transduce signals required for the transcriptional program supporting differentiation of ASCs. Furthermore, ASC fate choice coincides with upregulation of PIK3CG expression and is impaired in the context of PI3Kγ disruption in naive B cells on in vitro CD40-/cytokine-driven activation, in memory B cells on toll-like receptor activation, or in human tonsillar organoids. Taken together, our study uncovers a fundamental role for PI3Kγ in supporting humoral immunity by integrating signals instructing commitment to the ASC fate.
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Affiliation(s)
- Stephen M Lanahan
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | - Lucas Yang
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | - Kate M Jones
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | - Zhihong Qi
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | - Emylette Cruz Cabrera
- Division of Immunology and Allergy, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Lauren Y Cominsky
- Immunology Graduate Group, Perelman School of Medicine, Philadelphia, PA, USA
| | - Anjali Ramaswamy
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | - Anis Barmada
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | - Gisela Gabernet
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | | | - Lan Xu
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | - Peiying Shan
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | | | - Steven H Kleinstein
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
| | - V Koneti Rao
- Primary Immunodeficiency Clinic, Laboratory of Clinical Immunology and Microbiology, NIAID, NIH, Bethesda, MD, USA
| | - Peter Mustillo
- Division of Allergy and Immunology, Department of Pediatrics, Nationwide Children's Hospital, Columbus, OH, USA
| | - Neil Romberg
- Division of Immunology and Allergy, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, Philadelphia, PA, USA
| | - Roshini S Abraham
- Department of Pathology and Laboratory Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Carrie L Lucas
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA.
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van den Berg S, Sun T. Describing Elephants: An Update on the Immunopathology of Multisystem Inflammatory Syndrome in Children. Immunol Invest 2024; 53:962-974. [PMID: 38847319 DOI: 10.1080/08820139.2024.2363833] [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] [Indexed: 08/23/2024]
Abstract
First described in 2020, multi-system inflammatory syndrome in children (MIS-C) is an, initially life-threatening, disease characterised by severe inflammation and following exposure to SARS-CoV-2. The immunopathology of MIS-C involves a hyperinflammation characterised by a cytokine storm and activation of both the innate and adaptive immune system, eventually leading to multi-organ failure. Several etiological theories are described in literature. Firstly, it is suggested that the gut plays an important role in the translocation of microbial products to the systemic circulation. Additionally, the production of autoantibodies that develop after the initial infection with SARS-CoV-2 might lead to many of its broad clinical symptoms. Finally, the superantigen theory where non-specific binding of the SARS-CoV-2 spike glycoprotein to the T-cell receptor leads to a subsequent activation of T cells, generating a powerful immune response. Despite the sudden outbreak of MIS-C and alarming messages, as of 2024, cases have declined drastically and subsequently show a less severe clinical spectrum. However, subacute cases not meeting current diagnostic criteria might be overlooked even though they represent a valuable research population. In the future, research should focus on adjusting these criteria to better understand the broad pathophysiology of MIS-C, aiding early detection, therapy, and prediction.
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Affiliation(s)
- Sarah van den Berg
- Peadiatric Intensive Care Unit, Amsterdam Universitair Medische Centra, Amsterdam, Netherlands
| | - Thomas Sun
- Peadiatrics, Guy's and St. Thomas NHS Foundation Trust, London, UK
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6
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Jia R, Li Z, Hu S, Chang H, Zeng M, Liu P, Lu L, Xu M, Zhai X, Qian M, Xu J. Immunological characterization and comparison of children with COVID-19 from their adult counterparts at single-cell resolution. Front Immunol 2024; 15:1358725. [PMID: 39148728 PMCID: PMC11325098 DOI: 10.3389/fimmu.2024.1358725] [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: 12/20/2023] [Accepted: 07/17/2024] [Indexed: 08/17/2024] Open
Abstract
Introduction The immunological characteristics that could protect children with coronavirus disease 2019 (COVID-19) from severe or fatal illnesses have not been fully understood yet. Methods Here, we performed single-cell RNA sequencing (scRNA-seq) analysis on peripheral blood samples of 15 children (8 with COVID-19) and compared them to 18 adults (13 with COVID-19). Results The child-adult integrated single cell data indicated that children with the disease presented a restrained response to type I interferon in most of the major immune cell types, along with suppression of upstream interferon regulatory factor and toll-like receptor expression in monocytes, which was confirmed by in vitro interferon stimulation assays. Unlike adult patients, children with COVID-19 showed lower frequencies of activated proinflammatory CD14+ monocytes, possibly explaining the rareness of cytokine storm in them. Notably, natural killer (NK) cells in pediatric patients displayed potent cytotoxicity with a rich expression of cytotoxic molecules and upregulated cytotoxic pathways, whereas the cellular senescence, along with the Notch signaling pathway, was significantly downregulated in NK cells, all suggesting more robust cytotoxicity in NK cells of children than adult patients that was further confirmed by CD107a degranulation assays. Lastly, a modest adaptive immune response was evident with more naïve T cells but less activated and proliferated T cells while less naïve B cells but more activated B cells in children over adult patients. Conclusion Conclusively, this preliminary study revealed distinct cell frequency and activation status of major immune cell types, particularly more robust NK cell cytotoxicity in PBMC that might help protect children from severe COVID-19.
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Affiliation(s)
- Ran Jia
- Department of Clinical Laboratory, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Zifeng Li
- Department of Hematology and Oncology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Shiwen Hu
- Department of Hematology and Oncology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Hailing Chang
- Department of Infectious Diseases, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Mei Zeng
- Department of Infectious Diseases, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Pengcheng Liu
- Department of Clinical Laboratory, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Lijuan Lu
- Department of Clinical Laboratory, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Menghua Xu
- Department of Clinical Laboratory, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Xiaowen Zhai
- Department of Hematology and Oncology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Maoxiang Qian
- Institute of Pediatrics and Department of Hematology and Oncology, Children's Hospital of Fudan University, National Children's Medical Center, and the Shanghai Key Laboratory of Medical Epigenetics, International Co-laboratory of Medical Epigenetics and Metabolism (Ministry of Science and Technology), Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Jin Xu
- Department of Clinical Laboratory, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
- Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai, China
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7
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Tsay GJ, Zouali M. Cellular pathways and molecular events that shape autoantibody production in COVID-19. J Autoimmun 2024; 147:103276. [PMID: 38936147 DOI: 10.1016/j.jaut.2024.103276] [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: 12/21/2023] [Revised: 05/26/2024] [Accepted: 06/18/2024] [Indexed: 06/29/2024]
Abstract
A hallmark of COVID-19 is the variety of complications that follow SARS-CoV-2 infection in some patients, and that target multiple organs and tissues. Also remarkable are the associations with several auto-inflammatory disorders and the presence of autoantibodies directed to a vast array of antigens. The processes underlying autoantibody production in COVID-19 have not been completed deciphered. Here, we review mechanisms involved in autoantibody production in COVID-19, multisystem inflammatory syndrome in children, and post-acute sequelae of COVID19. We critically discuss how genomic integrity, loss of B cell tolerance to self, superantigen effects of the virus, and extrafollicular B cell activation could underly autoantibody proaction in COVID-19. We also offer models that may account for the pathogenic roles of autoantibodies in the promotion of inflammatory cascades, thromboembolic phenomena, and endothelial and vascular deregulations.
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Affiliation(s)
- Gregory J Tsay
- Division of Immunology and Rheumatology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan; College of Medicine, China Medical University, Taichung, Taiwan
| | - Moncef Zouali
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan.
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8
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Tulling AJ, Holierhoek MG, Jansen-Hoogendijk AM, Hoste L, Haerynck F, Tavernier SJ, Oostenbrink R, Buysse CMP, Bannier MAGE, Bekhof J, Breukels M, Hammer SC, Jacobs MAM, Kamps AWA, van der Linden JW, Lebon A, Oudshoorn JH, Tramper-Stranders GA, Vastert SJ, Wieringa JW, Terheggen-Lagro SWJ, Wildenbeest JG, von Asmuth EGJ, van den Akker EB, van Gijn ME, Lugthart G, Buddingh EP. Serum proteomics reveals hemophagocytic lymphohistiocytosis-like phenotype in a subset of patients with multisystem inflammatory syndrome in children. Clin Immunol 2024; 264:110252. [PMID: 38744408 DOI: 10.1016/j.clim.2024.110252] [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: 04/26/2024] [Revised: 05/10/2024] [Accepted: 05/10/2024] [Indexed: 05/16/2024]
Abstract
Children with Multisystem Inflammatory Syndrome in Children (MIS-C) can present with thrombocytopenia, which is a key feature of hemophagocytic lymphohistiocytosis (HLH). We hypothesized that thrombocytopenic MIS-C patients have more features of HLH. Clinical characteristics and routine laboratory parameters were collected from 228 MIS-C patients, of whom 85 (37%) were thrombocytopenic. Thrombocytopenic patients had increased ferritin levels; reduced leukocyte subsets; and elevated levels of ASAT and ALAT. Soluble IL-2RA was higher in thrombocytopenic children than in non-thrombocytopenic children. T-cell activation, TNF-alpha and IFN-gamma signaling markers were inversely correlated with thrombocyte levels, consistent with a more pronounced cytokine storm syndrome. Thrombocytopenia was not associated with severity of MIS-C and no pathogenic variants were identified in HLH-related genes. This suggests that thrombocytopenia in MIS-C is not a feature of a more severe disease phenotype, but the consequence of a distinct hyperinflammatory immunopathological process in a subset of children.
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Affiliation(s)
- Adam J Tulling
- Willem-Alexander Children's Hospital, Leiden University Medical Center, Leiden, the Netherlands
| | - Marloes G Holierhoek
- Willem-Alexander Children's Hospital, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Levi Hoste
- Primary Immunodeficiency Research Lab (PIRL), Department of Internal Medicine and Pediatrics, Ghent University, Ghent, Belgium; Center for Primary Immunodeficiency, Jeffrey Modell Diagnosis and Research Center, Ghent University Hospital, Ghent, Belgium
| | - Filomeen Haerynck
- Primary Immunodeficiency Research Lab (PIRL), Department of Internal Medicine and Pediatrics, Ghent University, Ghent, Belgium; Center for Primary Immunodeficiency, Jeffrey Modell Diagnosis and Research Center, Ghent University Hospital, Ghent, Belgium
| | - Simon J Tavernier
- Primary Immunodeficiency Research Lab (PIRL), Department of Internal Medicine and Pediatrics, Ghent University, Ghent, Belgium; Center for Primary Immunodeficiency, Jeffrey Modell Diagnosis and Research Center, Ghent University Hospital, Ghent, Belgium
| | - Rianne Oostenbrink
- Department of General Pediatrics, Sophia Children's Hospital, Erasmus MC, Rotterdam, the Netherlands
| | - Corinne M P Buysse
- Department of Neonatal and Pediatric Intensive Care, Division of Pediatric Intensive Care, Erasmus MC Sophia Children's Hospital, Rotterdam, the Netherlands
| | - Michiel A G E Bannier
- Department of Pediatrics, MosaKids Children's Hospital, University Medical Center Maastricht, Maastricht, the Netherlands
| | - Jolita Bekhof
- Department of Pediatrics, Isala Hospital, Zwolle, the Netherlands
| | - Mijke Breukels
- Department of Pediatrics, Elkerliek Hospital, Helmond, the Netherlands
| | - Sanne C Hammer
- Department of Pediatrics, Amphia Hospital, Breda, the Netherlands
| | - Monique A M Jacobs
- Department of Pediatrics, Slingeland Hospital, Doetinchem, the Netherlands
| | - Arvid W A Kamps
- Department of Pediatrics, Martini Hospital, Groningen, the Netherlands
| | | | - Ankie Lebon
- Department of Pediatrics, Albert Schweitzer Hospital, Dordrecht, the Netherlands
| | | | | | - Sebastiaan J Vastert
- Department of Pediatric Rheumatology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jantien W Wieringa
- Department of Pediatrics, Haaglanden Medical Center, the Hague, the Netherlands
| | - Suzanne W J Terheggen-Lagro
- Department of Pediatric Pulmonology and Allergy, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Joanne G Wildenbeest
- Department of Pediatric Infectious Diseases, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Erik G J von Asmuth
- Willem-Alexander Children's Hospital, Leiden University Medical Center, Leiden, the Netherlands
| | - Erik B van den Akker
- Leiden Computational Biology Center, Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands; The Delft Bioinformatics Lab, Pattern Recognition & Bioinformatics, Delft University of Technology, Delft, the Netherlands
| | - Marielle E van Gijn
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Gertjan Lugthart
- Willem-Alexander Children's Hospital, Leiden University Medical Center, Leiden, the Netherlands
| | - Emilie P Buddingh
- Willem-Alexander Children's Hospital, Leiden University Medical Center, Leiden, the Netherlands.
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9
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Reiter A, Verweyen EL, Queste E, Fuehner S, Jakob A, Masjosthusmann K, Hinze C, Wittkowski H, Foell D, Meinzer U, Melki I, Kessel C. Proteomic mapping identifies serum marker signatures associated with MIS-C specific hyperinflammation and cardiovascular manifestation. Clin Immunol 2024; 264:110237. [PMID: 38723855 DOI: 10.1016/j.clim.2024.110237] [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: 01/17/2024] [Revised: 04/30/2024] [Accepted: 05/06/2024] [Indexed: 05/19/2024]
Abstract
Multisystem inflammatory syndrome in children (MIS-C) shares several clinical and immunological features with Kawasaki Disease (KD) and pediatric hyperinflammation, but the immuno-phenotypic overlap among these clinical mimics is still incompletely understood. Here we analyzed serum samples from treatment-naïve patients with MIS-C (n = 31) and KD (n = 11), pediatric hyperinflammation (n = 13) and healthy controls (HC, n = 10) by proximity extension assay (PEA) to profile 184 blood biomarkers. Collectively, immunophenotypic overlap between MIS-C and hyperinflammation exceeds overlap with KD. Overexpression of IL-17A in MIS-C and KD could best separate these conditions from hyperinflammatory conditions, while those were hallmarked by overabundance of adenosin deaminase and IL-18. Depletion in serum TNF-related subfamily member 9 (TNFRSF9) and apoptosis inducing ligand (TRAIL) linked with cardiovascular manifestations and myocarditis in MIS-C. Altogether, our analysis highlights important differences in molecular marker signatures also across different MIS-C and KD cohorts and suggests several previously unidentified molecular associations in context of cardiovascular inflammation.
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Affiliation(s)
- Andrea Reiter
- Department of Pediatric Rheumatology & Immunology, University Children's Hospital, Muenster, Germany
| | - Emely L Verweyen
- Department of Pediatric Rheumatology & Immunology, University Children's Hospital, Muenster, Germany
| | - Emmanuelle Queste
- Department of General Pediatrics, Pediatric Internal Medicine, Rheumatology and Infectious Diseases, National Reference Centre for Rare Pediatric Inflammatory Rheumatisms and Systemic Autoimmune diseases (RAISE), Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, F-75019 Paris, France; Université Paris Cité, INSERM, Centre de Recherche sur l'inflammation UMR 1149, Paris, France
| | - Sabrina Fuehner
- Department of Pediatric Rheumatology & Immunology, University Children's Hospital, Muenster, Germany
| | - André Jakob
- Division of Pediatric Cardiology and Pediatric Intensive Care, Ludwig-Maximilians University, Munich, Germany
| | - Katja Masjosthusmann
- Department of General Pediatrics, University Children's Hospital Muenster, Muenster, Germany
| | - Claas Hinze
- Department of Pediatric Rheumatology & Immunology, University Children's Hospital, Muenster, Germany
| | - Helmut Wittkowski
- Department of Pediatric Rheumatology & Immunology, University Children's Hospital, Muenster, Germany
| | - Dirk Foell
- Department of Pediatric Rheumatology & Immunology, University Children's Hospital, Muenster, Germany
| | - Ulrich Meinzer
- Department of General Pediatrics, Pediatric Internal Medicine, Rheumatology and Infectious Diseases, National Reference Centre for Rare Pediatric Inflammatory Rheumatisms and Systemic Autoimmune diseases (RAISE), Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, F-75019 Paris, France; Université Paris Cité, INSERM, Centre de Recherche sur l'inflammation UMR 1149, Paris, France
| | - Isabelle Melki
- Department of General Pediatrics, Pediatric Internal Medicine, Rheumatology and Infectious Diseases, National Reference Centre for Rare Pediatric Inflammatory Rheumatisms and Systemic Autoimmune diseases (RAISE), Robert-Debré University Hospital, Assistance Publique-Hôpitaux de Paris, F-75019 Paris, France; Paediatrics, Rheumatology and Paediatric Internal Medicine, Children's Hospital, F-33000 Bordeaux, France; Laboratory of Neurogenetics and Neuroinflammation, Imagine Institute, Université Paris Cité, Inserm UMR 1163, F-75015 Paris, France
| | - Christoph Kessel
- Department of Pediatric Rheumatology & Immunology, University Children's Hospital, Muenster, Germany.
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10
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Lawrence DA, Jadhav A, Mondal TK, Carson K, Lee WT, Hogan AH, Herbst KW, Michelow IC, Brimacombe M, Salazar JC. Inflammatory and Autoimmune Aspects of Multisystem Inflammatory Syndrome in Children (MIS-C): A Prospective Cohort Study. Viruses 2024; 16:950. [PMID: 38932242 PMCID: PMC11209514 DOI: 10.3390/v16060950] [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: 04/30/2024] [Revised: 06/05/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
Multisystem Inflammatory Syndrome in Children (MIS-C) is a potentially life-threatening complication of COVID-19. The pathophysiological mechanisms leading to severe disease are poorly understood. This study leveraged clinical samples from a well-characterized cohort of children hospitalized with COVID-19 or MIS-C to compare immune-mediated biomarkers. Our objective was to identify selected immune molecules that could explain, in part, why certain SARS-CoV-2-infected children developed MIS-C. We hypothesized that type-2 helper T cell-mediated inflammation can elicit autoantibodies, which may account for some of the differences observed between the moderate-severe COVID-19 (COVID+) and MIS-C cohort. We enumerated blood leukocytes and measured levels of selected serum cytokines, chemokines, antibodies to COVID-19 antigens, and autoantibodies in children presenting to an academic medical center in Connecticut, United States. The neutrophil/lymphocyte and eosinophil/lymphocyte ratios were significantly higher in those in the MIS-C versus COVID+ cohort. IgM and IgA, but not IgG antibodies to SARS-CoV-2 receptor binding domain were significantly higher in the MIS-C cohort than the COVID+ cohort. The serum levels of certain type-2 cytokines (interleukin (IL)-4, IL-5, IL-6, IL-8, IL-10, IL-13, and IL-33) were significantly higher in children with MIS-C compared to the COVID+ and SARS-CoV-2-negative cohorts. IgG autoantibodies to brain antigens and pentraxin were higher in children with MIS-C compared to SARS-CoV-19-negative controls, and children with MIS-C had higher levels of IgG anti-contactin-associated protein-like 2 (caspr2) compared to the COVID+ and SARS-CoV-19-negative controls. We speculate that autoimmune responses in certain COVID-19 patients may induce pathophysiological changes that lead to MIS-C. The triggers of autoimmunity and factors accounting for type-2 inflammation require further investigation.
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Affiliation(s)
- David A. Lawrence
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA; (A.J.); (T.K.M.); (K.C.); (W.T.L.)
- School of Public Health, University at Albany, Rensselaer, NY 12144, USA
| | - Aishwarya Jadhav
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA; (A.J.); (T.K.M.); (K.C.); (W.T.L.)
| | - Tapan K. Mondal
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA; (A.J.); (T.K.M.); (K.C.); (W.T.L.)
| | - Kyle Carson
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA; (A.J.); (T.K.M.); (K.C.); (W.T.L.)
| | - William T. Lee
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA; (A.J.); (T.K.M.); (K.C.); (W.T.L.)
- School of Public Health, University at Albany, Rensselaer, NY 12144, USA
| | - Alexander H. Hogan
- Division of Hospital Medicine, Connecticut Children’s, Hartford, CT 06106, USA;
- Department of Pediatrics, University of Connecticut School of Medicine, Farmington, CT 06030, USA; (I.C.M.); (M.B.); (J.C.S.)
| | - Katherine W. Herbst
- Division of Pediatric Infectious Diseases and Immunology, Connecticut Children’s, Hartford, CT 06106, USA;
- Department of Research, Connecticut Children’s Research Institute, Hartford, CT 06106, USA
| | - Ian C. Michelow
- Department of Pediatrics, University of Connecticut School of Medicine, Farmington, CT 06030, USA; (I.C.M.); (M.B.); (J.C.S.)
- Division of Pediatric Infectious Diseases and Immunology, Connecticut Children’s, Hartford, CT 06106, USA;
| | - Michael Brimacombe
- Department of Pediatrics, University of Connecticut School of Medicine, Farmington, CT 06030, USA; (I.C.M.); (M.B.); (J.C.S.)
- Department of Research, Connecticut Children’s Research Institute, Hartford, CT 06106, USA
| | - Juan C. Salazar
- Department of Pediatrics, University of Connecticut School of Medicine, Farmington, CT 06030, USA; (I.C.M.); (M.B.); (J.C.S.)
- Division of Pediatric Infectious Diseases and Immunology, Connecticut Children’s, Hartford, CT 06106, USA;
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11
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Nygaard U, Nielsen AB, Dungu KHS, Drici L, Holm M, Ottenheijm ME, Nielsen AB, Glenthøj JP, Schmidt LS, Cortes D, Jørgensen IM, Mogensen TH, Schmiegelow K, Mann M, Vissing NH, Wewer Albrechtsen NJ. Proteomic profiling reveals diagnostic signatures and pathogenic insights in multisystem inflammatory syndrome in children. Commun Biol 2024; 7:688. [PMID: 38839859 PMCID: PMC11153518 DOI: 10.1038/s42003-024-06370-8] [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: 11/12/2023] [Accepted: 05/22/2024] [Indexed: 06/07/2024] Open
Abstract
Multisystem inflammatory syndrome in children (MIS-C) is a severe disease that emerged during the COVID-19 pandemic. Although recognized as an immune-mediated condition, the pathogenesis remains unresolved. Furthermore, the absence of a diagnostic test can lead to delayed immunotherapy. Using state-of-the-art mass-spectrometry proteomics, assisted by artificial intelligence (AI), we aimed to identify a diagnostic signature for MIS-C and to gain insights into disease mechanisms. We identified a highly specific 4-protein diagnostic signature in children with MIS-C. Furthermore, we identified seven clusters that differed between MIS-C and controls, indicating an interplay between apolipoproteins, immune response proteins, coagulation factors, platelet function, and the complement cascade. These intricate protein patterns indicated MIS-C as an immunometabolic condition with global hypercoagulability. Our findings emphasize the potential of AI-assisted proteomics as a powerful and unbiased tool for assessing disease pathogenesis and suggesting avenues for future interventions and impact on pediatric disease trajectories through early diagnosis.
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Affiliation(s)
- Ulrikka Nygaard
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.
| | - Annelaura Bach Nielsen
- NNF Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Kia Hee Schultz Dungu
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Lylia Drici
- NNF Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Mette Holm
- Department of Pediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Maud Eline Ottenheijm
- NNF Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Allan Bybeck Nielsen
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
| | - Jonathan Peter Glenthøj
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital North Zealand, Hillerød, Denmark
| | - Lisbeth Samsø Schmidt
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Dina Cortes
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
| | - Inger Merete Jørgensen
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital North Zealand, Hillerød, Denmark
| | | | - Kjeld Schmiegelow
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Matthias Mann
- NNF Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Nadja Hawwa Vissing
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Nicolai J Wewer Albrechtsen
- NNF Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Biochemistry, Copenhagen University Hospital - Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
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12
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Tuffs SW, Dufresne K, Rishi A, Walton NR, McCormick JK. Novel insights into the immune response to bacterial T cell superantigens. Nat Rev Immunol 2024; 24:417-434. [PMID: 38225276 DOI: 10.1038/s41577-023-00979-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/05/2023] [Indexed: 01/17/2024]
Abstract
Bacterial T cell superantigens (SAgs) are a family of microbial exotoxins that function to activate large numbers of T cells simultaneously. SAgs activate T cells by direct binding and crosslinking of the lateral regions of MHC class II molecules on antigen-presenting cells with T cell receptors (TCRs) on T cells; these interactions alter the normal TCR-peptide-MHC class II architecture to activate T cells in a manner that is independent of the antigen specificity of the TCR. SAgs have well-recognized, central roles in human diseases such as toxic shock syndrome and scarlet fever through their quantitative effects on the T cell response; in addition, numerous other consequences of SAg-driven T cell activation are now being recognized, including direct roles in the pathogenesis of endocarditis, bloodstream infections, skin disease and pharyngitis. In this Review, we summarize the expanding family of bacterial SAgs and how these toxins can engage highly diverse adaptive immune receptors. We highlight recent findings regarding how SAg-driven manipulation of the adaptive immune response may operate in multiple human diseases, as well as contributing to the biology and life cycle of SAg-producing bacterial pathogens.
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Affiliation(s)
- Stephen W Tuffs
- Department of Microbiology and Immunology, University of Western Ontario, London, Ontario, Canada
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, British Columbia, Canada
| | - Karine Dufresne
- Department of Microbiology and Immunology, University of Western Ontario, London, Ontario, Canada
| | - Aanchal Rishi
- Department of Microbiology and Immunology, University of Western Ontario, London, Ontario, Canada
| | - Nicholas R Walton
- Department of Microbiology and Immunology, University of Western Ontario, London, Ontario, Canada
| | - John K McCormick
- Department of Microbiology and Immunology, University of Western Ontario, London, Ontario, Canada.
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13
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Zhang Z, Kean IRL, Dratva LM, Clark JA, Syrimi E, Khan N, Daubney E, White D, O'Neill L, Chisholm C, Payne C, Benkenstein S, Kupiec K, Galassini R, Wright V, Winmill H, Robbins C, Brown K, Ramnarayan P, Scholefield B, Peters M, Klein N, Montgomery H, Meyer KB, Teichmann SA, Bryant C, Taylor G, Pathan N. Enhanced CD95 and interleukin 18 signalling accompany T cell receptor Vβ21.3+ activation in multi-inflammatory syndrome in children. Nat Commun 2024; 15:4227. [PMID: 38762592 PMCID: PMC11102542 DOI: 10.1038/s41467-024-48699-y] [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: 10/31/2022] [Accepted: 05/10/2024] [Indexed: 05/20/2024] Open
Abstract
Multisystem inflammatory syndrome in children is a post-infectious presentation SARS-CoV-2 associated with expansion of the T cell receptor Vβ21.3+ T-cell subgroup. Here we apply muti-single cell omics to compare the inflammatory process in children with acute respiratory COVID-19 and those presenting with non SARS-CoV-2 infections in children. Here we show that in Multi-Inflammatory Syndrome in Children (MIS-C), the natural killer cell and monocyte population demonstrate heightened CD95 (Fas) and Interleuking 18 receptor expression. Additionally, TCR Vβ21.3+ CD4+ T-cells exhibit skewed differentiation towards T helper 1, 17 and regulatory T cells, with increased expression of the co-stimulation receptors ICOS, CD28 and interleukin 18 receptor. We observe no functional evidence for NLRP3 inflammasome pathway overactivation, though MIS-C monocytes show elevated active caspase 8. This, coupled with raised IL18 mRNA expression in CD16- NK cells on single cell RNA sequencing analysis, suggests interleukin 18 and CD95 signalling may trigger activation of TCR Vβ21.3+ T-cells in MIS-C, driven by increased IL-18 production from activated monocytes and CD16- Natural Killer cells.
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MESH Headings
- Humans
- Interleukin-18/metabolism
- Child
- Signal Transduction
- Killer Cells, Natural/immunology
- Killer Cells, Natural/metabolism
- fas Receptor/metabolism
- fas Receptor/genetics
- Monocytes/immunology
- Monocytes/metabolism
- Systemic Inflammatory Response Syndrome/immunology
- Systemic Inflammatory Response Syndrome/metabolism
- COVID-19/immunology
- COVID-19/virology
- COVID-19/metabolism
- COVID-19/complications
- Inflammasomes/metabolism
- Inflammasomes/immunology
- SARS-CoV-2/immunology
- Adolescent
- Male
- Receptors, Antigen, T-Cell, alpha-beta/metabolism
- Receptors, Antigen, T-Cell, alpha-beta/genetics
- Female
- Child, Preschool
- Single-Cell Analysis
- NLR Family, Pyrin Domain-Containing 3 Protein/metabolism
- NLR Family, Pyrin Domain-Containing 3 Protein/genetics
- CD4-Positive T-Lymphocytes/immunology
- CD4-Positive T-Lymphocytes/metabolism
- CD28 Antigens/metabolism
- Lymphocyte Activation/immunology
- Receptors, Interleukin-18/metabolism
- Receptors, Interleukin-18/genetics
- Receptors, Interleukin-18/immunology
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Affiliation(s)
- Zhenguang Zhang
- Departments of Paediatrics, University of Cambridge, Cambridge, UK
| | - Iain R L Kean
- Departments of Paediatrics, University of Cambridge, Cambridge, UK
| | - Lisa M Dratva
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - John A Clark
- Departments of Paediatrics, University of Cambridge, Cambridge, UK
| | - Eleni Syrimi
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Naeem Khan
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Esther Daubney
- Paediatric Intensive Care Unit, Addenbrookes Hospital, Cambridge, UK
| | - Deborah White
- Paediatric Intensive Care Unit, Addenbrookes Hospital, Cambridge, UK
| | - Lauran O'Neill
- Paediatric Intensive Care Unit, Great Ormond Street Hospital, London, UK
| | - Catherine Chisholm
- Paediatric Intensive Care Unit, Great Ormond Street Hospital, London, UK
| | - Caroline Payne
- Paediatric Intensive Care Unit, Great Ormond Street Hospital, London, UK
| | - Sarah Benkenstein
- Paediatric Intensive Care Unit, Great Ormond Street Hospital, London, UK
| | - Klaudia Kupiec
- Paediatric Intensive Care Unit, Great Ormond Street Hospital, London, UK
| | | | - Victoria Wright
- Department of Paediatrics, Imperial College London, London, UK
| | - Helen Winmill
- Paediatric Intensive Care Unit, Birmingham Children's Hospital, Birmingham, UK
| | - Ceri Robbins
- Paediatric Intensive Care Unit, Birmingham Children's Hospital, Birmingham, UK
| | - Katherine Brown
- Paediatric Intensive Care Unit, Great Ormond Street Hospital, London, UK
| | | | - Barnaby Scholefield
- Paediatric Intensive Care Unit, Birmingham Children's Hospital, Birmingham, UK
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Mark Peters
- Paediatric Intensive Care Unit, Great Ormond Street Hospital, London, UK
- Departments of Paediatrics, University College London, London, UK
| | - Nigel Klein
- Paediatric Intensive Care Unit, Great Ormond Street Hospital, London, UK
- Departments of Paediatrics, University College London, London, UK
| | | | - Kerstin B Meyer
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Sarah A Teichmann
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Department of Theory of Condensed Matter, Cavendish Laboratory, Department of Physics University of Cambridge, Cambridge, UK
| | - Clare Bryant
- Department of Medicine, University of Cambridge, Cambridge, UK.
| | - Graham Taylor
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK.
| | - Nazima Pathan
- Departments of Paediatrics, University of Cambridge, Cambridge, UK.
- Paediatric Intensive Care Unit, Addenbrookes Hospital, Cambridge, UK.
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14
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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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15
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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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16
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Sun YK, Wang C, Lin PQ, Hu L, Ye J, Gao ZG, Lin R, Li HM, Shu Q, Huang LS, Tan LH. Severe pediatric COVID-19: a review from the clinical and immunopathophysiological perspectives. World J Pediatr 2024; 20:307-324. [PMID: 38321331 PMCID: PMC11052880 DOI: 10.1007/s12519-023-00790-y] [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: 09/27/2023] [Accepted: 12/14/2023] [Indexed: 02/08/2024]
Abstract
BACKGROUND Coronavirus disease 2019 (COVID-19) tends to have mild presentations in children. However, severe and critical cases do arise in the pediatric population with debilitating systemic impacts and can be fatal at times, meriting further attention from clinicians. Meanwhile, the intricate interactions between the pathogen virulence factors and host defense mechanisms are believed to play indispensable roles in severe COVID-19 pathophysiology but remain incompletely understood. DATA SOURCES A comprehensive literature review was conducted for pertinent publications by reviewers independently using the PubMed, Embase, and Wanfang databases. Searched keywords included "COVID-19 in children", "severe pediatric COVID-19", and "critical illness in children with COVID-19". RESULTS Risks of developing severe COVID-19 in children escalate with increasing numbers of co-morbidities and an unvaccinated status. Acute respiratory distress stress and necrotizing pneumonia are prominent pulmonary manifestations, while various forms of cardiovascular and neurological involvement may also be seen. Multiple immunological processes are implicated in the host response to COVID-19 including the type I interferon and inflammasome pathways, whose dysregulation in severe and critical diseases translates into adverse clinical manifestations. Multisystem inflammatory syndrome in children (MIS-C), a potentially life-threatening immune-mediated condition chronologically associated with COVID-19 exposure, denotes another scientific and clinical conundrum that exemplifies the complexity of pediatric immunity. Despite the considerable dissimilarities between the pediatric and adult immune systems, clinical trials dedicated to children are lacking and current management recommendations are largely adapted from adult guidelines. CONCLUSIONS Severe pediatric COVID-19 can affect multiple organ systems. The dysregulated immune pathways in severe COVID-19 shape the disease course, epitomize the vast functional diversity of the pediatric immune system and highlight the immunophenotypical differences between children and adults. Consequently, further research may be warranted to adequately address them in pediatric-specific clinical practice guidelines.
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Affiliation(s)
- Yi-Kan Sun
- Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
- The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310030, China
| | - Can Wang
- Surgical Intensive Care Unit, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
| | - Pei-Quan Lin
- Surgical Intensive Care Unit, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
| | - Lei Hu
- Surgical Intensive Care Unit, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
| | - Jing Ye
- Surgical Intensive Care Unit, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
| | - Zhi-Gang Gao
- Department of General Surgery, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
| | - Ru Lin
- Department of Cardiopulmonary and Extracorporeal Life Support, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
| | - Hao-Min Li
- Clinical Data Center, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
| | - Qiang Shu
- Department of Cardiac Surgery, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
- National Clinical Research Center for Child Health, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China
| | - Li-Su Huang
- National Clinical Research Center for Child Health, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China.
- Department of Infectious Diseases, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China.
| | - Lin-Hua Tan
- Surgical Intensive Care Unit, Children's Hospital, Zhejiang University School of Medicine, Hangzhou, 310052, China.
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17
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Bouayad A. IL-1RA autoantibodies: insights into mechanisms and associated diseases. Am J Transl Res 2024; 16:374-386. [PMID: 38463591 PMCID: PMC10918145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 01/28/2024] [Indexed: 03/12/2024]
Abstract
The association of neutralizing autoantibodies targeting interleukin-1 receptor antagonist (IL-1RA) with multisystem inflammatory syndrome, IgG4-related disease, and vaccine-related myocarditis is increasingly recognized. The detection of IL-1RA autoantibodies can be notably affected by the techniques and methods employed. Two categories of assays are available: solid-phase immunoassays, which detect binding of IL-1RA autoantibodies, and functional IL-1 signaling reporter cell assays, which offer greater specificity by determining whether circulating autoantibodies can impede interleukin (IL)-1β signal transduction pathways. It is as yet unclear why only a minority of individuals produce pathogenic anti-IL-1RA autoantibodies in response to coronavirus disease 2019 (COVID19) or vaccination. This review article discusses our current knowledge of the process of IL-1RA autoantibody generation, the underlying pathogenesis, detection, and potential treatment strategies for associated diseases.
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Affiliation(s)
- Abdellatif Bouayad
- Faculty of Medicine and Pharmacy, Mohammed First UniversityOujda, Morocco
- Laboratory of Immunohematology and Cellular Therapy, Faculty of Medicine and Pharmacy, Mohammed First UniversityOujda, Morocco
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18
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Rhodes RH, Love GL, Da Silva Lameira F, Sadough Shahmirzadi M, Fox SE, Vander Heide RS. Acute neutrophilic vasculitis (leukocytoclasia) in 36 COVID-19 autopsy brains. Diagn Pathol 2024; 19:33. [PMID: 38360666 PMCID: PMC10870569 DOI: 10.1186/s13000-024-01445-w] [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: 11/01/2023] [Accepted: 01/16/2024] [Indexed: 02/17/2024] Open
Abstract
BACKGROUND Hypercytokinemia, the renin-angiotensin system, hypoxia, immune dysregulation, and vasculopathy with evidence of immune-related damage are implicated in brain morbidity in COVID-19 along with a wide variety of genomic and environmental influences. There is relatively little evidence of direct SARS-CoV-2 brain infection in COVID-19 patients. METHODS Brain histopathology of 36 consecutive autopsies of patients who were RT-PCR positive for SARS-CoV-2 was studied along with findings from contemporary and pre-pandemic historical control groups. Immunostaining for serum and blood cell proteins and for complement components was employed. Microcirculatory wall complement deposition in the COVID-19 cohort was compared to historical control cases. Comparisons also included other relevant clinicopathological and microcirculatory findings in the COVID-19 cohort and control groups. RESULTS The COVID-19 cohort and both the contemporary and historical control groups had the same rate of hypertension, diabetes mellitus, and obesity. The COVID-19 cohort had varying amounts of acute neutrophilic vasculitis with leukocytoclasia in the microcirculation of the brain in all cases. Prominent vascular neutrophilic transmural migration was found in several cases and 25 cases had acute perivasculitis. Paravascular microhemorrhages and petechial hemorrhages (small brain parenchymal hemorrhages) had a slight tendency to be more numerous in cohort cases that displayed less acute neutrophilic vasculitis. Tissue burden of acute neutrophilic vasculitis with leukocytoclasia was the same in control cases as a group, while it was significantly higher in COVID-19 cases. Both the tissue burden of acute neutrophilic vasculitis and the activation of complement components, including membrane attack complex, were significantly higher in microcirculatory channels in COVID-19 cohort brains than in historical controls. CONCLUSIONS Acute neutrophilic vasculitis with leukocytoclasia, acute perivasculitis, and associated paravascular blood extravasation into brain parenchyma constitute the first phase of an immune-related, acute small-vessel inflammatory condition often termed type 3 hypersensitivity vasculitis or leukocytoclastic vasculitis. There is a higher tissue burden of acute neutrophilic vasculitis and an increased level of activated complement components in microcirculatory walls in COVID-19 cases than in pre-pandemic control cases. These findings are consistent with a more extensive small-vessel immune-related vasculitis in COVID-19 cases than in control cases. The pathway(s) and mechanism for these findings are speculative.
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Affiliation(s)
- Roy H Rhodes
- Department of Pathology, Louisiana State University Health Sciences Center, 7th Floor, 2021 Perdido Street, New Orleans, Louisiana, 70112, USA.
| | - Gordon L Love
- Department of Pathology, Louisiana State University Health Sciences Center, 7th Floor, 2021 Perdido Street, New Orleans, Louisiana, 70112, USA
| | - Fernanda Da Silva Lameira
- Department of Pathology, Louisiana State University Health Sciences Center, 7th Floor, 2021 Perdido Street, New Orleans, Louisiana, 70112, USA
- Department of Pathology, Virginia Commonwealth University, Norfolk, Virginia, 23510, USA
| | - Maryam Sadough Shahmirzadi
- Department of Pathology, Louisiana State University Health Sciences Center, 7th Floor, 2021 Perdido Street, New Orleans, Louisiana, 70112, USA
| | - Sharon E Fox
- Department of Pathology, Louisiana State University Health Sciences Center, 7th Floor, 2021 Perdido Street, New Orleans, Louisiana, 70112, USA
- Pathology and Laboratory Medicine Services, Southeast Louisiana Veterans Healthcare System, New Orleans, Louisiana, 70112, USA
| | - Richard S Vander Heide
- Department of Pathology, Louisiana State University Health Sciences Center, 7th Floor, 2021 Perdido Street, New Orleans, Louisiana, 70112, USA
- Marshfield Clinic Health System, Marshfield, Wisconsin, 54449, USA
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19
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Khan R, Ji W, Guzman-Rivera J, Madhvi A, Andrews T, Richlin B, Suarez C, Gaur S, Cuddy W, Singh AR, Bukulmez H, Kaelber D, Kimura Y, Ganapathi U, Michailidis IE, Ukey R, Moroso-Fela S, Kuster JK, Casseus M, Roy J, Kleinman LC, Horton DB, Lakhani SA, Gennaro ML. A genetically modulated Toll-like-receptor-tolerant phenotype in peripheral blood cells of children with multisystem inflammatory syndrome. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.02.24301686. [PMID: 38370700 PMCID: PMC10871447 DOI: 10.1101/2024.02.02.24301686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Abstract
Dysregulated innate immune responses contribute to multisystem inflammatory syndrome in children (MIS-C), characterized by gastrointestinal, mucocutaneous, and/or cardiovascular injury occurring weeks after SARS-CoV-2 exposure. To investigate innate immune functions in MIS-C, we stimulated ex vivo peripheral blood cells from MIS-C patients with agonists of Toll-like receptors (TLR), key innate immune response initiators. We found severely dampened cytokine responses and elevated gene expression of negative regulators of TLR signaling. Increased plasma levels of zonulin, a gut leakage marker, were also detected. These effects were also observed in children enrolled months after MIS-C recovery. Moreover, cells from MIS-C children carrying rare genetic variants of lysosomal trafficking regulator (LYST) were less refractory to TLR stimulation and exhibited lysosomal and mitochondrial abnormalities with altered energy metabolism. Our results strongly suggest that MIS-C hyperinflammation and/or excessive or prolonged stimulation with gut-originated TLR ligands drive immune cells to a lasting refractory state. TLR hyporesponsiveness is likely beneficial, as suggested by excess lymphopenia among rare LYST variant carriers. Our findings point to cellular mechanisms underlying TLR hyporesponsiveness; identify genetic determinants that may explain the MIS-C clinical spectrum; suggest potential associations between innate refractory states and long COVID; and highlight the need to monitor long-term consequences of MIS-C.
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Affiliation(s)
- Rehan Khan
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ
| | - Weizhen Ji
- Pediatric Genomics Discovery Program, Department of Pediatrics, Yale University School of Medicine, New Haven, CT 06510
| | - Jeisac Guzman-Rivera
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ
| | - Abhilasha Madhvi
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ
| | - Tracy Andrews
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ
| | - Benjamin Richlin
- Pediatric Clinical Research Center, and Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Christian Suarez
- Pediatric Clinical Research Center, and Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Sunanda Gaur
- Department of Pediatrics, Clinical Research Center, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | | | - Aalok R Singh
- Maria Fareri Children's Hospital, Valhalla, NY
- New York Medical College, Valhalla, NY
| | - Hulya Bukulmez
- Department of Pediatrics, Division of Rheumatology, MetroHealth System, Cleveland OH
| | - David Kaelber
- Department of Pediatrics, Division of Rheumatology, MetroHealth System, Cleveland OH
- Center for Clinical Informatics Research and Education, MetroHealth System, Cleveland OH
- Department of Internal Medicine, Pediatrics, and Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland OH
| | - Yukiko Kimura
- Hackensack University Medical Center, Hackensack Meridian School of Medicine, Nutley, NJ
| | - Usha Ganapathi
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ
| | - Ioannis E Michailidis
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ
| | - Rahul Ukey
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ
| | - Sandra Moroso-Fela
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - John K Kuster
- Pediatric Genomics Discovery Program, Department of Pediatrics, Yale University School of Medicine, New Haven, CT 06510
| | - Myriam Casseus
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Jason Roy
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ
| | - Lawrence C Kleinman
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
- Department of Global Urban Health, Rutgers School of Public Health, Piscataway, NJ
| | - Daniel B Horton
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
- Rutgers Center for Pharmacoepidemiology and Treatment Science, Institute for Health, Health Care Policy and Aging Research, New Brunswick, NJ
| | - Saquib A Lakhani
- Pediatric Genomics Discovery Program, Department of Pediatrics, Yale University School of Medicine, New Haven, CT 06510
| | - Maria Laura Gennaro
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ
- Department of Medicine, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ
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20
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Butters C, Benede N, Moyo-Gwete T, Richardson SI, Rohlwink U, Shey M, Ayres F, Manamela NP, Makhado Z, Balla SR, Madzivhandila M, Ngomti A, Baguma R, Facey-Thomas H, Spracklen TF, Day J, van der Ross H, Riou C, Burgers WA, Scott C, Zühlke L, Moore PL, Keeton RS, Webb K. Comparing the immune abnormalities in MIS-C to healthy children and those with inflammatory disease reveals distinct inflammatory cytokine production and a monofunctional T cell response. Clin Immunol 2024; 259:109877. [PMID: 38141746 DOI: 10.1016/j.clim.2023.109877] [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: 09/04/2023] [Revised: 12/01/2023] [Accepted: 12/13/2023] [Indexed: 12/25/2023]
Abstract
Multisystem inflammatory syndrome in children (MIS-C) is a severe, hyperinflammatory disease that occurs after exposure to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The underlying immune pathology of MIS-C is incompletely understood, with limited data comparing MIS-C to clinically similar paediatric febrile diseases at presentation. SARS-CoV-2-specific T cell responses have not been compared in these groups to assess whether there is a T cell profile unique to MIS-C. In this study, we measured inflammatory cytokine concentration and SARS-CoV-2-specific humoral immunity and T cell responses in children with fever and suspected MIS-C at presentation (n = 83) where MIS-C was ultimately confirmed (n = 58) or another diagnosis was made (n = 25) and healthy children (n = 91). Children with confirmed MIS-C exhibited distinctly elevated serum IL-10, IL-6, and CRP at presentation. No differences were detected in SARS-CoV-2 spike IgG serum concentration, neutralisation capacity, antibody dependant cellular phagocytosis, antibody dependant cellular cytotoxicity or SARS-CoV-2-specific T cell frequency between the groups. Healthy SARS-CoV-2 seropositive children had a higher proportion of polyfunctional SARS-CoV-2-specific CD4+ T cells compared to children with MIS-C and those with other inflammatory or infectious diagnoses, who both presented a largely monofunctional SARS-CoV-2-specific CD4+ T cell profile. Treatment with steroids and/or intravenous immunoglobulins resulted in rapid reduction of inflammatory cytokines but did not affect the SARS-CoV-2-specific IgG or CD4+ T cell responses in MIS-C. In these data, MIS-C had a unique cytokine profile but not a unique SARS-CoV-2 specific humoral or T cell cytokine response.
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Affiliation(s)
- Claire Butters
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Klipfontein Road, Rondebosch, 7700 Cape Town, South Africa; Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa.
| | - Ntombi Benede
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa; Division of Medical Virology, Department of Pathology, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa.
| | - Thandeka Moyo-Gwete
- SA MRC Antibody Immunity Research Unit, School of Pathology, University of the Witwatersrand, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa; National Institute for Communicable Diseases of the National Health Laboratory Services, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa.
| | - Simone I Richardson
- SA MRC Antibody Immunity Research Unit, School of Pathology, University of the Witwatersrand, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa; National Institute for Communicable Diseases of the National Health Laboratory Services, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa.
| | - Ursula Rohlwink
- Division of Neurosurgery, Department of Surgery, Red Cross War Memorial Children's Hospital, University of Cape Town, Klipfontein Road, Rondebosch, 7700 Cape Town, South Africa; Neuroscience Institute, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa; Crick African Network, The Francis Crick Institute, Midland Road, London NW1 1AT, United Kingdom.
| | - Muki Shey
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa; Department of Medicine, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa; Wellcome Centre for Infectious Diseases Research in Africa, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa.
| | - Frances Ayres
- SA MRC Antibody Immunity Research Unit, School of Pathology, University of the Witwatersrand, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa; National Institute for Communicable Diseases of the National Health Laboratory Services, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa.
| | - Nelia P Manamela
- SA MRC Antibody Immunity Research Unit, School of Pathology, University of the Witwatersrand, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa; National Institute for Communicable Diseases of the National Health Laboratory Services, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa.
| | - Zanele Makhado
- SA MRC Antibody Immunity Research Unit, School of Pathology, University of the Witwatersrand, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa; National Institute for Communicable Diseases of the National Health Laboratory Services, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa
| | - Sashkia R Balla
- SA MRC Antibody Immunity Research Unit, School of Pathology, University of the Witwatersrand, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa; National Institute for Communicable Diseases of the National Health Laboratory Services, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa.
| | - Mashudu Madzivhandila
- SA MRC Antibody Immunity Research Unit, School of Pathology, University of the Witwatersrand, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa; National Institute for Communicable Diseases of the National Health Laboratory Services, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa
| | - Amkele Ngomti
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa; Division of Medical Virology, Department of Pathology, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa.
| | - Richard Baguma
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa; Division of Medical Virology, Department of Pathology, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa
| | - Heidi Facey-Thomas
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Klipfontein Road, Rondebosch, 7700 Cape Town, South Africa.
| | - Timothy F Spracklen
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Klipfontein Road, Rondebosch, 7700 Cape Town, South Africa; Cape Heart Institute, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa.
| | - Jonathan Day
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Klipfontein Road, Rondebosch, 7700 Cape Town, South Africa
| | - Hamza van der Ross
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Klipfontein Road, Rondebosch, 7700 Cape Town, South Africa.
| | - Catherine Riou
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa; Division of Medical Virology, Department of Pathology, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa; Wellcome Centre for Infectious Diseases Research in Africa, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa.
| | - Wendy A Burgers
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa; Division of Medical Virology, Department of Pathology, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa; Wellcome Centre for Infectious Diseases Research in Africa, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa.
| | - Christiaan Scott
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Klipfontein Road, Rondebosch, 7700 Cape Town, South Africa; Clinical Research Centre, University of Cape Town, Groote Schuur Hospital, Observatory, 7935 Cape Town, South Africa.
| | - Liesl Zühlke
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Klipfontein Road, Rondebosch, 7700 Cape Town, South Africa; Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa; Cape Heart Institute, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa; South African Medical Research Council, Francie Van Zijl Drive, Parow Valley, 7501 Cape Town, South Africa.
| | - Penny L Moore
- SA MRC Antibody Immunity Research Unit, School of Pathology, University of the Witwatersrand, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa; National Institute for Communicable Diseases of the National Health Laboratory Services, Modderfontein Road, Sandringham, 2192 Johannesburg, South Africa; Centre for the AIDS Programme of Research in South Africa, Umbilo Road, 4001 Durban, South Africa.
| | - Roanne S Keeton
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa; Division of Medical Virology, Department of Pathology, University of Cape Town, Anzio Road, Observatory, 7935 Cape Town, South Africa.
| | - Kate Webb
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Klipfontein Road, Rondebosch, 7700 Cape Town, South Africa; Crick African Network, The Francis Crick Institute, Midland Road, London NW1 1AT, United Kingdom.
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21
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Li R, Li J, Zhou X. Lung microbiome: new insights into the pathogenesis of respiratory diseases. Signal Transduct Target Ther 2024; 9:19. [PMID: 38228603 DOI: 10.1038/s41392-023-01722-y] [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: 07/19/2023] [Revised: 10/25/2023] [Accepted: 11/22/2023] [Indexed: 01/18/2024] Open
Abstract
The lungs were long thought to be sterile until technical advances uncovered the presence of the lung microbial community. The microbiome of healthy lungs is mainly derived from the upper respiratory tract (URT) microbiome but also has its own characteristic flora. The selection mechanisms in the lung, including clearance by coughing, pulmonary macrophages, the oscillation of respiratory cilia, and bacterial inhibition by alveolar surfactant, keep the microbiome transient and mobile, which is different from the microbiome in other organs. The pulmonary bacteriome has been intensively studied recently, but relatively little research has focused on the mycobiome and virome. This up-to-date review retrospectively summarizes the lung microbiome's history, composition, and function. We focus on the interaction of the lung microbiome with the oropharynx and gut microbiome and emphasize the role it plays in the innate and adaptive immune responses. More importantly, we focus on multiple respiratory diseases, including asthma, chronic obstructive pulmonary disease (COPD), fibrosis, bronchiectasis, and pneumonia. The impact of the lung microbiome on coronavirus disease 2019 (COVID-19) and lung cancer has also been comprehensively studied. Furthermore, by summarizing the therapeutic potential of the lung microbiome in lung diseases and examining the shortcomings of the field, we propose an outlook of the direction of lung microbiome research.
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Affiliation(s)
- Ruomeng Li
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Jing Li
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610041, China.
| | - Xikun Zhou
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China.
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Vella LA, Berna AZ, Blatz AM, Logan J, Sharma P, Liu Y, Tedesco J, Toland C, Babiker L, Hafertepe K, Kammerman S, Novacek J, Akaho E, Gonzalez AK, Taylor D, Diorio C, Balamuth F, Bassiri H, Odom John AR. Metabolomic and Immunologic Discriminators of MIS-C at Emergency Room Presentation. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.01.11.24301110. [PMID: 38293197 PMCID: PMC10827247 DOI: 10.1101/2024.01.11.24301110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
Multisystem Inflammatory Syndrome in Childhood (MIS-C) follows SARS-CoV-2 infection and frequently leads to intensive care unit admission. The inability to rapidly discriminate MIS-C from similar febrile illnesses delays treatment and leads to misdiagnosis. To identify diagnostic discriminators at the time of emergency department presentation, we enrolled 104 children who met MIS-C screening criteria, 14 of whom were eventually diagnosed with MIS-C. Before treatment, we collected breath samples for volatiles and peripheral blood for measurement of plasma proteins and immune cell features. Clinical and laboratory features were used as inputs for a machine learning model to determine diagnostic importance. MIS-C was associated with significant changes in breath volatile organic compound (VOC) composition as well as increased plasma levels of secretory phospholipase A2 (PLA2G2A) and lipopolysaccharide binding protein (LBP). In an integrated model of all analytes, the proportion of TCRVβ21.3+ non-naive CD4 T cells expressing Ki-67 had a high sensitivity and specificity for MIS-C, with diagnostic accuracy further enhanced by low sodium and high PLA2G2A. We anticipate that accurate diagnosis will become increasingly difficult as MIS-C becomes less common. Clinical validation and application of this diagnostic model may improve outcomes in children presenting with multisystem febrile illnesses.
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Henderson LA. COVID-19-Related Multi-systemic Inflammatory Syndrome in Children (MIS-C). ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1448:409-425. [PMID: 39117830 DOI: 10.1007/978-3-031-59815-9_28] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/10/2024]
Abstract
Multisystem inflammatory syndrome in children (MIS-C) is a severe complication of SARS-CoV-2 infections in children. This syndrome manifests about a month after the initial viral infection and is characterized by fever, multiorgan dysfunction, and systemic inflammation. This chapter will review the emergence, epidemiology, clinical characteristics, diagnosis, pathophysiology, immunomodulatory treatment, prognosis, outcomes, and prevention of MIS-C. While the pathophysiology of MIS-C remains to be defined, it is a post-infection, hyperinflammatory syndrome of childhood with elevated inflammatory cytokines.
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Affiliation(s)
- Lauren A Henderson
- Division of Immunology, Boston Children's Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
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24
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Choi S, Lee J, Kim S, Lee YW, Kim GC, Hong SM, An SH, Noh H, Kim KE, On D, Lee SG, Jang HJ, Kim SH, Kim J, Seo JS, Kim JJ, Park IH, Oh J, Kim DJ, Yoon JH, Seok SH, Lee YJ, Kim SY, Kim YB, Hwang JY, Lee HJ, Kim HB, Park JW, Yun JW, Shin JS, Seo JY, Nam KT, Choi KS, Kwon HK, Lee HY, Kim JK, Seong JK. A longitudinal molecular and cellular lung atlas of lethal SARS-CoV-2 infection in K18-hACE2 transgenic mice. EBioMedicine 2024; 99:104932. [PMID: 38118400 PMCID: PMC10772566 DOI: 10.1016/j.ebiom.2023.104932] [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: 11/18/2022] [Revised: 12/05/2023] [Accepted: 12/06/2023] [Indexed: 12/22/2023] Open
Abstract
BACKGROUND The global pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has led to approximately 500 million cases and 6 million deaths worldwide. Previous investigations into the pathophysiology of SARS-CoV-2 primarily focused on peripheral blood mononuclear cells from patients, lacking detailed mechanistic insights into the virus's impact on inflamed tissue. Existing animal models, such as hamster and ferret, do not faithfully replicate the severe SARS-CoV-2 infection seen in patients, underscoring the need for more relevant animal system-based research. METHODS In this study, we employed single-cell RNA sequencing (scRNA-seq) with lung tissues from K18-hACE2 transgenic (TG) mice during SARS-CoV-2 infection. This approach allowed for a comprehensive examination of the molecular and cellular responses to the virus in lung tissue. FINDINGS Upon SARS-CoV-2 infection, K18-hACE2 TG mice exhibited severe lung pathologies, including acute pneumonia, alveolar collapse, and immune cell infiltration. Through scRNA-seq, we identified 36 different types of cells dynamically orchestrating SARS-CoV-2-induced pathologies. Notably, SPP1+ macrophages in the myeloid compartment emerged as key drivers of severe lung inflammation and fibrosis in K18-hACE2 TG mice. Dynamic receptor-ligand interactions, involving various cell types such as immunological and bronchial cells, defined an enhanced TGFβ signaling pathway linked to delayed tissue regeneration, severe lung injury, and fibrotic processes. INTERPRETATION Our study provides a comprehensive understanding of SARS-CoV-2 pathogenesis in lung tissue, surpassing previous limitations in investigating inflamed tissues. The identified SPP1+ macrophages and the dysregulated TGFβ signaling pathway offer potential targets for therapeutic intervention. Insights from this research may contribute to the development of innovative diagnostics and therapies for COVID-19. FUNDING This research was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (2020M3A9I2109027, 2021R1A2C2004501).
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Affiliation(s)
- Seunghoon Choi
- Laboratory of Developmental Biology and Genomics, Research Institute for Veterinary Science, and BK21 Project for Creative Veterinary Science Research, College of Veterinary Medicine, Seoul National University, Seoul 08826, Republic of Korea; Korea Mouse Phenotyping Center, Seoul National University, Seoul 08826, Republic of Korea
| | - Jusung Lee
- Department of New Biology, DGIST, Daegu 42988, Republic of Korea
| | - Suhyeon Kim
- Korea Mouse Phenotyping Center, Seoul National University, Seoul 08826, Republic of Korea; BIO-MAX Institute, Seoul National University, Seoul 08826, Republic of Korea
| | - Youn Woo Lee
- Department of Nuclear Medicine, Seoul National University Bundang Hospital, Seongnam 23488, Republic of Korea
| | - Gi-Cheon Kim
- Institute of Immunology and Immunological Diseases, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea; Department of Microbiology, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea
| | - Seung-Min Hong
- Laboratory of Avian Diseases, BK21 Project for Veterinary Science and Research Institute for Veterinary Science, College of Veterinary Medicine, Seoul National University, Seoul 08826, Republic of Korea
| | - Se-Hee An
- Laboratory of Avian Diseases, BK21 Project for Veterinary Science and Research Institute for Veterinary Science, College of Veterinary Medicine, Seoul National University, Seoul 08826, Republic of Korea
| | - Hyuna Noh
- Korea Mouse Phenotyping Center, Seoul National University, Seoul 08826, Republic of Korea
| | - Kyung Eun Kim
- Laboratory of Developmental Biology and Genomics, Research Institute for Veterinary Science, and BK21 Project for Creative Veterinary Science Research, College of Veterinary Medicine, Seoul National University, Seoul 08826, Republic of Korea; Korea Mouse Phenotyping Center, Seoul National University, Seoul 08826, Republic of Korea
| | - Dain On
- Laboratory of Developmental Biology and Genomics, Research Institute for Veterinary Science, and BK21 Project for Creative Veterinary Science Research, College of Veterinary Medicine, Seoul National University, Seoul 08826, Republic of Korea; Korea Mouse Phenotyping Center, Seoul National University, Seoul 08826, Republic of Korea
| | - Sang Gyu Lee
- Korea Mouse Phenotyping Center, Seoul National University, Seoul 08826, Republic of Korea; Interdisciplinary Program for Bioinformatics, Seoul National University, Seoul 08826, Republic of Korea
| | - Hui Jeong Jang
- Department of Nuclear Medicine, Seoul National University Bundang Hospital, Seongnam 23488, Republic of Korea
| | - Sung-Hee Kim
- Department of Biomedical Sciences, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; Graduate School of Medical Science, BK21 Project, Yonsei University College of Medicine, Seoul 03722, Republic of Korea
| | - Jiseon Kim
- Department of Biomedical Sciences, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; Graduate School of Medical Science, BK21 Project, Yonsei University College of Medicine, Seoul 03722, Republic of Korea
| | - Jung Seon Seo
- Department of Biomedical Sciences, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; Graduate School of Medical Science, BK21 Project, Yonsei University College of Medicine, Seoul 03722, Republic of Korea
| | - Jeong Jin Kim
- Department of Biomedical Sciences, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; Graduate School of Medical Science, BK21 Project, Yonsei University College of Medicine, Seoul 03722, Republic of Korea
| | - In Ho Park
- Department of Biomedical Sciences, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; Institute of Immunology and Immunological Diseases, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea
| | - Jooyeon Oh
- Graduate School of Medical Science, BK21 Project, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; Institute of Immunology and Immunological Diseases, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea; Department of Microbiology, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea
| | - Da-Jung Kim
- Graduate School of Medical Science, BK21 Project, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; Institute of Immunology and Immunological Diseases, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea; Department of Microbiology, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea
| | - Jong-Hwi Yoon
- Institute of Immunology and Immunological Diseases, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea; Department of Microbiology, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea
| | - Sang-Hyuk Seok
- Division of Biomedical Convergence, College of Biomedical Science, Kangwon National University, Chuncheon 24342, Republic of Korea
| | - Yu Jin Lee
- Division of Biomedical Convergence, College of Biomedical Science, Kangwon National University, Chuncheon 24342, Republic of Korea
| | - Seo Yeon Kim
- Preclinical Research Center, Seoul National University Bundang Hospital, Seongnam 23488, Republic of Korea
| | - Young Been Kim
- Preclinical Research Center, Seoul National University Bundang Hospital, Seongnam 23488, Republic of Korea
| | - Ji-Yeon Hwang
- Preclinical Research Center, Seoul National University Bundang Hospital, Seongnam 23488, Republic of Korea
| | - Hyo-Jung Lee
- Department of Periodontology, Section of Dentistry, Seoul National University Bundang Hospital, Seongnam 23620, Republic of Korea
| | - Hong Bin Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam 23620, Republic of Korea
| | - Jun Won Park
- Division of Biomedical Convergence, College of Biomedical Science, Kangwon National University, Chuncheon 24342, Republic of Korea
| | - Jun-Won Yun
- Laboratory of Veterinary Toxicology, College of Veterinary Medicine and Research Institute for Veterinary Science, Seoul National University, Seoul 08826, Republic of Korea
| | - Jeon-Soo Shin
- Department of Biomedical Sciences, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; Graduate School of Medical Science, BK21 Project, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; Institute of Immunology and Immunological Diseases, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea; Department of Microbiology, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea
| | - Jun-Young Seo
- Department of Biomedical Sciences, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; Graduate School of Medical Science, BK21 Project, Yonsei University College of Medicine, Seoul 03722, Republic of Korea
| | - Ki Taek Nam
- Department of Biomedical Sciences, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; Graduate School of Medical Science, BK21 Project, Yonsei University College of Medicine, Seoul 03722, Republic of Korea
| | - Kang-Seuk Choi
- Laboratory of Avian Diseases, BK21 Project for Veterinary Science and Research Institute for Veterinary Science, College of Veterinary Medicine, Seoul National University, Seoul 08826, Republic of Korea.
| | - Ho-Keun Kwon
- Graduate School of Medical Science, BK21 Project, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; Institute of Immunology and Immunological Diseases, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea; Department of Microbiology, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea.
| | - Ho-Young Lee
- Department of Nuclear Medicine, Seoul National University Bundang Hospital, Seongnam 23488, Republic of Korea; Department of Nuclear Medicine, Seoul National University, College of Medicine, Seoul 03080, South Korea.
| | - Jong Kyoung Kim
- Department of New Biology, DGIST, Daegu 42988, Republic of Korea; Department of Life Sciences, Pohang University of Science and Technology (POSTECH), Pohang 37673, Republic of Korea.
| | - Je Kyung Seong
- Laboratory of Developmental Biology and Genomics, Research Institute for Veterinary Science, and BK21 Project for Creative Veterinary Science Research, College of Veterinary Medicine, Seoul National University, Seoul 08826, Republic of Korea; Korea Mouse Phenotyping Center, Seoul National University, Seoul 08826, Republic of Korea; BIO-MAX Institute, Seoul National University, Seoul 08826, Republic of Korea; Interdisciplinary Program for Bioinformatics, Seoul National University, Seoul 08826, Republic of Korea.
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Pavan Kumar N, Abbas KM, Renji RM, Venkataraman A, Nancy A, Varadarjan P, Selladurai E, Sangaralingam T, Selvam R, Thimmaiah A, Natarajan S, Ramasamy G, Hissar S, Ranganathan UD, Nutman TB, Babu S. Multisystem inflammatory syndrome in children characterized by enhanced antigen-specific T-cell expression of cytokines and its reversal following recovery. Front Pediatr 2023; 11:1235342. [PMID: 38116577 PMCID: PMC10728284 DOI: 10.3389/fped.2023.1235342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 11/13/2023] [Indexed: 12/21/2023] Open
Abstract
Background Multisystem inflammatory syndrome (MIS) in children is considered to be a post-infectious complication of COVID-19. T-cell responses in children with this condition have not been well-studied. Methods We aimed to study the immune responses in children with MIS in comparison to children with acute COVID-19 and children with other infections. Whole blood was stimulated with severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2)-specific antigens and flow cytometry was performed to examine CD4+ and CD8+ T-cell responses. Results Children with MIS had higher frequencies of CD4+ and CD8+ T cells expressing cytokines at baseline and upon SARS-CoV-2 antigen-specific stimulation in comparison to children with COVID-19 and/or other infections. Children with COVID-19 also exhibited higher frequencies of CD4+ and CD8+ T cells expressing cytokines at baseline and upon SARS-CoV-2 antigen-specific stimulation in comparison to children with other infections. At 6-9 months following treatment and recovery, this enhanced response against SARS-CoV-2 antigens was down modulated in children with MIS. Conclusion Our study, therefore, provides evidence of enhanced activation of CD4+ and CD8+ T-cell responses in children with MIS and reversal following recovery.
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Affiliation(s)
- Nathella Pavan Kumar
- Department of Immunology, ICMR—National Institute for Research in Tuberculosis, Chennai, India
| | - Kadar M. Abbas
- National Institutes of Health—International Center for Excellence in Research, Chennai, India
| | - Rachel M. Renji
- National Institutes of Health—International Center for Excellence in Research, Chennai, India
| | - Aishwarya Venkataraman
- Department of Clinical Research, ICMR—National Institute for Research in Tuberculosis, Chennai, India
| | - Arul Nancy
- National Institutes of Health—International Center for Excellence in Research, Chennai, India
| | - Poovazhagi Varadarjan
- Department of Pulmonology, Institute of Child Health and Hospital for Children, Chennai, India
| | - Elilarasi Selladurai
- Department of Pulmonology, Institute of Child Health and Hospital for Children, Chennai, India
| | | | - Ramya Selvam
- General Pediatrics, Dr. Mehta’s Children’s Hospital, Chennai, India
| | | | | | - Ganesh Ramasamy
- General Pediatrics, Rainbow Children’s Hospital, Chennai, India
| | - Syed Hissar
- Department of Clinical Research, ICMR—National Institute for Research in Tuberculosis, Chennai, India
| | - Uma Devi Ranganathan
- Department of Immunology, ICMR—National Institute for Research in Tuberculosis, Chennai, India
| | - Thomas B. Nutman
- Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Subash Babu
- National Institutes of Health—International Center for Excellence in Research, Chennai, India
- Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
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Feng X, Chen Q, Zhong J, Yu S, Wang Y, Jiang Y, Wan J, Li L, Jiang H, Peng L, Wang A, Zhang G, Wang M, Yang H, Li Q. Molecular characteristics of circulating B cells and kidney cells at the single-cell level in special types of primary membranous nephropathy. Clin Kidney J 2023; 16:2639-2651. [PMID: 38046035 PMCID: PMC10689139 DOI: 10.1093/ckj/sfad215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Indexed: 12/05/2023] Open
Abstract
Background Although primary membranous nephropathy (pMN) associated with podocyte autoantibodies (POS) is becoming well-known, the molecular characteristics of the specific type of pMN that is negative for podocyte autoantibodies (NEG) is still unclear. Methods We performed single-cell transcriptome sequencing and single-cell B cell receptor sequencing on circulating CD19+ cells and kidney cells of a NEG paediatric patient with pMN. The single-cell datasets of POS patients and healthy control individuals were included for integrative analysis. Results The gene expression characteristics and clonal expansion of naïve and memory B cells in the NEG patient changed significantly. We found that a group of CD38+ naïve B cells expanded in the NEG patient, which had the functional characteristics of cell activation. In addition, the conversion between immunoglobulin M (IgM)/IgD and IgG1 in the NEG patient was increased. Parietal epithelial cells (PECs) and podocytes shared similar signature genes (WT1, CLIC5), and new candidate marker genes for PECs, such as NID2, CAV1 and THY1, might contribute to the definition of cell subsets. PECs might have undergone significant changes in the disease, mainly manifested by changes in the expression of CCN2, PLAAT4 and SEPTIN2. The scores of gene sets related to extracellular matrix, cell adhesion and calcium channel in podocytes of the NEG patient was significantly increased. The gene expression of sodium transporter in a group of proximal tubule cells in the disease was significantly increased, especially SLC5A12, which might be related to the oedema of patients. Conclusions Our research demonstrated the cell type-specific molecular features in the circulation and kidney of the NEG pMN patient.
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Affiliation(s)
- Xiaoqian Feng
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Qilin Chen
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Jinjie Zhong
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Sijie Yu
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Yue Wang
- Nanjing Jiangbei New Area Biopharmaceutical Public Service Platform, Nanjing, Jiangsu, China
| | - Yaru Jiang
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Junli Wan
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Longfei Li
- Nanjing Jiangbei New Area Biopharmaceutical Public Service Platform, Nanjing, Jiangsu, China
| | - Huimin Jiang
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Liping Peng
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Anshuo Wang
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Gaofu Zhang
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Mo Wang
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Haiping Yang
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Qiu Li
- Department of Nephrology Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
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Beltran JVB, Lin FP, Chang CL, Ko TM. Single-Cell Meta-Analysis of Neutrophil Activation in Kawasaki Disease and Multisystem Inflammatory Syndrome in Children Reveals Potential Shared Immunological Drivers. Circulation 2023; 148:1778-1796. [PMID: 37905415 DOI: 10.1161/circulationaha.123.064734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 09/27/2023] [Indexed: 11/02/2023]
Abstract
BACKGROUND Kawasaki disease (KD) and multisystem inflammatory syndrome in children (MIS-C) share similar clinical manifestations, including cardiovascular complications, suggesting similar underlying immunopathogenic processes. Aberrant neutrophil activation may play a crucial role in the shared pathologies of KD and MIS-C; however, the associated pathogenic mechanisms and molecular drivers remain unknown. METHODS We performed a single-cell meta-analysis of neutrophil activation with 103 pediatric single-cell transcriptomic peripheral blood mononuclear cell data across 9 cohorts, including healthy controls, KD, MIS-C, compared with dengue virus infection, juvenile idiopathic arthritis, and pediatric celiac disease. We used a series of computational analyses to investigate the shared neutrophil transcriptional programs of KD and MIS-C that are linked to systemic damage and cardiac pathologies, and suggested Food and Drug Administration-approved drugs to consider as KD and MIS-C treatment. RESULTS We meta-analyzed 521 950 high-quality cells. We found that blood signatures associated with risks of cardiovascular events are enriched in neutrophils of KD and MIS-C. We revealed the expansion of CD177+ neutrophils harboring hyperactivated effector functions in both KD and MIS-C, but not in healthy controls or in other viral-, inflammatory-, or immune-related pediatric diseases. KD and MIS-C CD177+ neutrophils had highly similar transcriptomes, marked by conserved signatures and pathways related to molecular damage. We found the induction of a shared neutrophil expression program, potentially regulated by SPI1 (Spi-1 proto-oncogene), which confers enhanced effector functions, especially neutrophil degranulation. CD177 and shared neutrophil expression program expressions were associated with acute stages and attenuated during KD intravenous immunoglobulin treatment and MIS-C recovery. Network analysis identified hub genes that correlated with the high activation of CD177+ neutrophils. Disease-gene association analysis revealed that the KD and MIS-C CD177+ neutrophils' shared expression program was associated with the development of coronary and myocardial disorders. Last, we identified and validated TSPO (translocator protein) and S100A12 (S100 calcium-binding protein A12) as main molecular targets, for which the Food and Drug Administration-approved drugs methotrexate, zaleplon, metronidazole, lorazepam, clonazepam, temazepam, and zolpidem, among others, are primary candidates for drug repurposing. CONCLUSIONS Our findings indicate that CD177+ neutrophils may exert systemic pathological damage contributing to the shared morbidities in KD and MIS-C. We uncovered potential regulatory drivers of CD177+ neutrophil hyperactivation and pathogenicity that may be targeted as a single therapeutic strategy for either KD or MIS-C.
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Affiliation(s)
- Jan Vincent B Beltran
- Taiwan International Graduate Program in Molecular Medicine, National Yang Ming Chiao Tung University and Academia Sinica, Taipei, Taiwan (J.V.B.B., T.-M.K.)
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan (J.V.B.B., T.-M.K.)
| | - Fang-Ping Lin
- Department of Biological Sciences and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan (F.-P.L., C.-L.C., T.-M.K.)
| | - Chaw-Liang Chang
- Department of Biological Sciences and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan (F.-P.L., C.-L.C., T.-M.K.)
- Department of Pediatrics, Cathay General Hospital, Hsinchu, Taiwan (C.-L.C.)
- School of Medicine, National Tsing Hua University, Hsinchu, Taiwan (C.-L.C.)
| | - Tai-Ming Ko
- Taiwan International Graduate Program in Molecular Medicine, National Yang Ming Chiao Tung University and Academia Sinica, Taipei, Taiwan (J.V.B.B., T.-M.K.)
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan (J.V.B.B., T.-M.K.)
- Department of Biological Sciences and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan (F.-P.L., C.-L.C., T.-M.K.)
- Center for Intelligent Drug Systems and Smart Bio-devices (IDSB), National Yang Ming Chiao Tung University, Hsinchu, Taiwan (T.-M.K.)
- School of Pharmacy, College of Pharmacy, Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung, Taiwan (T.-M.K.)
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Wang H, Ji Z. T-cell receptor sequences correlate with and predict gene expression levels in T cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.27.568912. [PMID: 38076860 PMCID: PMC10705237 DOI: 10.1101/2023.11.27.568912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
T cells exhibit high heterogeneity in both their gene expression profiles and antigen specificities. We analyzed fifteen single-cell immune profiling datasets to systematically investigate the association between T-cell receptor (TCR) sequences and the gene expression profiles of T cells. Our findings reveal that T cells sharing identical or similar TCR sequences tend to have highly similar gene expression profiles. Additionally, we developed a foundational model that leverages TCR information to predict gene expression levels in T cells.
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Affiliation(s)
- Hao Wang
- Department of Statistical Science, Duke University, Durham, NC, USA
| | - Zhicheng Ji
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA
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29
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Melgar M, Abrams JY, Godfred-Cato S, Shah AB, Garg A, Strunk A, Narasimhan M, Koptyev J, Norden A, Musheyev D, Rashid F, Tannenbaum R, Estrada-Y-Martin RM, Patel B, Karanth S, Achenbach CJ, Hall GT, Hockney SM, Caputo M, Abbo LM, Beauchamps L, Morris S, Cifuentes RO, de St Maurice A, Bell DS, Prabaker KK, Sanz Vidorreta FJ, Bryant E, Cohen DK, Mohan R, Libby CP, SooHoo S, Domingo TJ, Campbell AP, Belay ED. A Multicenter Retrospective Cohort Study to Characterize Patients Hospitalized With Multisystem Inflammatory Syndrome in Adults and Coronavirus Disease 2019 in the United States, 2020-2021. Clin Infect Dis 2023; 77:1395-1405. [PMID: 37384794 PMCID: PMC10654854 DOI: 10.1093/cid/ciad374] [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: 03/26/2023] [Revised: 05/02/2023] [Accepted: 06/27/2023] [Indexed: 07/01/2023] Open
Abstract
BACKGROUND The diagnosis of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-associated multisystem inflammatory syndrome in adults (MIS-A) requires distinguishing it from acute coronavirus disease 2019 (COVID-19) and may affect clinical management. METHODS In this retrospective cohort study, we applied the US Centers for Disease Control and Prevention case definition to identify adults hospitalized with MIS-A at 6 academic medical centers from 1 March 2020 to 31 December 2021. Patients MIS-A were matched by age group, sex, site, and admission date at a 1:2 ratio to patients hospitalized with acute symptomatic COVID-19. Conditional logistic regression was used to compare demographic characteristics, presenting symptoms, laboratory and imaging results, treatments administered, and outcomes between cohorts. RESULTS Through medical record review of 10 223 patients hospitalized with SARS-CoV-2-associated illness, we identified 53 MIS-A cases. Compared with 106 matched patients with COVID-19, those with MIS-A were more likely to be non-Hispanic black and less likely to be non-Hispanic white. They more likely had laboratory-confirmed COVID-19 ≥14 days before hospitalization, more likely had positive in-hospital SARS-CoV-2 serologic testing, and more often presented with gastrointestinal symptoms and chest pain. They were less likely to have underlying medical conditions and to present with cough and dyspnea. On admission, patients with MIS-A had higher neutrophil-to-lymphocyte ratio and higher levels of C-reactive protein, ferritin, procalcitonin, and D-dimer than patients with COVID-19. They also had longer hospitalization and more likely required intensive care admission, invasive mechanical ventilation, and vasopressors. The mortality rate was 6% in both cohorts. CONCLUSIONS Compared with patients with acute symptomatic COVID-19, adults with MIS-A more often manifest certain symptoms and laboratory findings early during hospitalization. These features may facilitate diagnosis and management.
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Affiliation(s)
- Michael Melgar
- COVID-19 Response Team, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Joseph Y Abrams
- COVID-19 Response Team, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Shana Godfred-Cato
- COVID-19 Response Team, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Ami B Shah
- COVID-19 Response Team, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Amit Garg
- Department of Dermatology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, USA
| | - Andrew Strunk
- Department of Dermatology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, USA
| | - Mangala Narasimhan
- Division of Pulmonary, Critical Care, and Sleep Medicine, Northwell Health LIJ/NSUH Medical Center, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, USA
| | - Jonathan Koptyev
- Department of Dermatology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, USA
| | - Alexandra Norden
- Department of Dermatology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, USA
| | - David Musheyev
- Department of Dermatology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, USA
| | - Fahmida Rashid
- Department of Dermatology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, USA
| | - Rachel Tannenbaum
- Department of Dermatology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, USA
| | - Rosa M Estrada-Y-Martin
- Divisions of Critical Care, Pulmonary, and Sleep Medicine, McGovern Medical School at UTHealth, The University of Texas at Houston, Houston, Texas, USA
| | - Bela Patel
- Divisions of Critical Care, Pulmonary, and Sleep Medicine, McGovern Medical School at UTHealth, The University of Texas at Houston, Houston, Texas, USA
| | - Siddharth Karanth
- Divisions of Critical Care, Pulmonary, and Sleep Medicine, McGovern Medical School at UTHealth, The University of Texas at Houston, Houston, Texas, USA
| | - Chad J Achenbach
- Division of Infectious Diseases, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Havey Institute for Global Health, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Gavin T Hall
- Division of Infectious Diseases, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Sara M Hockney
- Division of Infectious Diseases, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Matthew Caputo
- Havey Institute for Global Health, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Lilian M Abbo
- Department of Infection Prevention and Control, Jackson Health System, Miami, Florida, USA
- Division of Infectious Disease, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Laura Beauchamps
- Division of Infectious Disease, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Stephen Morris
- Division of Infectious Disease, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Renzo O Cifuentes
- Division of Infectious Disease, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Annabelle de St Maurice
- Division of Infectious Diseases, Department of Pediatrics, University of California, Los Angeles David Geffen School of Medicine, Los Angeles, California, USA
- Department of Clinical Epidemiology and Infection Prevention, University of California, Los Angeles, Los Angeles, California, USA
| | - Douglas S Bell
- Division of General Internal Medicine, Department of Medicine, David Geffen School of Medicine at the University of California, Los Angeles, Los Angeles, California, USA
- Clinical and Translational Science Institute, University of California, Los Angeles, Los Angeles, California, USA
| | - Kavitha K Prabaker
- Department of Clinical Epidemiology and Infection Prevention, University of California, Los Angeles, Los Angeles, California, USA
- Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine at the University of California, Los Angeles, Los Angeles, California, USA
| | - Fernando J Sanz Vidorreta
- Clinical and Translational Science Institute, University of California, Los Angeles, Los Angeles, California, USA
| | - Evan Bryant
- Department of Clinical Epidemiology and Infection Prevention, University of California, Los Angeles, Los Angeles, California, USA
| | - David K Cohen
- Department of Clinical Epidemiology and Infection Prevention, University of California, Los Angeles, Los Angeles, California, USA
| | - Rohith Mohan
- Department of Pediatrics, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Christopher P Libby
- Department of Emergency Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Spencer SooHoo
- Division of Informatics, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Tristel J Domingo
- Division of Informatics, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Angela P Campbell
- COVID-19 Response Team, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Ermias D Belay
- COVID-19 Response Team, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
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30
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Thomson Z, He Z, Swanson E, Henderson K, Phalen C, Zaim SR, Pebworth MP, Okada LY, Heubeck AT, Roll CR, Hernandez V, Weiss M, Genge PC, Reading J, Giles JR, Manne S, Dougherty J, Jasen CJ, Greenplate AR, Becker LA, Graybuck LT, Vasaikar SV, Szeto GL, Savage AK, Speake C, Buckner JH, Li XJ, Bumol TF, Wherry EJ, Torgerson TR, Vella LA, Henrickson SE, Skene PJ, Gustafson CE. Trimodal single-cell profiling reveals a novel pediatric CD8αα + T cell subset and broad age-related molecular reprogramming across the T cell compartment. Nat Immunol 2023; 24:1947-1959. [PMID: 37845489 PMCID: PMC10602854 DOI: 10.1038/s41590-023-01641-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 09/07/2023] [Indexed: 10/18/2023]
Abstract
Age-associated changes in the T cell compartment are well described. However, limitations of current single-modal or bimodal single-cell assays, including flow cytometry, RNA-seq (RNA sequencing) and CITE-seq (cellular indexing of transcriptomes and epitopes by sequencing), have restricted our ability to deconvolve more complex cellular and molecular changes. Here, we profile >300,000 single T cells from healthy children (aged 11-13 years) and older adults (aged 55-65 years) by using the trimodal assay TEA-seq (single-cell analysis of mRNA transcripts, surface protein epitopes and chromatin accessibility), which revealed that molecular programming of T cell subsets shifts toward a more activated basal state with age. Naive CD4+ T cells, considered relatively resistant to aging, exhibited pronounced transcriptional and epigenetic reprogramming. Moreover, we discovered a novel CD8αα+ T cell subset lost with age that is epigenetically poised for rapid effector responses and has distinct inhibitory, costimulatory and tissue-homing properties. Together, these data reveal new insights into age-associated changes in the T cell compartment that may contribute to differential immune responses.
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Affiliation(s)
| | - Ziyuan He
- Allen Institute for Immunology, Seattle, WA, USA
| | - Elliott Swanson
- Allen Institute for Immunology, Seattle, WA, USA
- Department of Genome Sciences, University of Washington School of Medicine, Seattle, WA, USA
| | | | - Cole Phalen
- Allen Institute for Immunology, Seattle, WA, USA
| | | | | | | | | | - Charles R Roll
- Allen Institute for Immunology, Seattle, WA, USA
- Microbiology, Immunology and Cancer Biology (MICaB) Program, University of Minnesota, Minneapolis, Minneapolis, MN, USA
| | | | - Morgan Weiss
- Allen Institute for Immunology, Seattle, WA, USA
| | | | | | - Josephine R Giles
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Sasikanth Manne
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Jeanette Dougherty
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - C J Jasen
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Allison R Greenplate
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | | | | | - Suhas V Vasaikar
- Allen Institute for Immunology, Seattle, WA, USA
- Seagen, Bothell, WA, USA
| | - Gregory L Szeto
- Allen Institute for Immunology, Seattle, WA, USA
- Seagen, Bothell, WA, USA
| | | | - Cate Speake
- Center for Interventional Immunology, Benaroya Research Institute at Virginia Mason, Seattle, WA, USA
| | - Jane H Buckner
- Center for Translational Immunology, Benaroya Research Institute at Virginia Mason, Seattle, WA, USA
| | - Xiao-Jun Li
- Allen Institute for Immunology, Seattle, WA, USA
| | | | - E John Wherry
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | | | - Laura A Vella
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Pediatrics, Children's Hospital of Philadelphia and the University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Sarah E Henrickson
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Pediatrics, Children's Hospital of Philadelphia and the University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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31
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Andargie TE, Roznik K, Redekar N, Hill T, Zhou W, Apalara Z, Kong H, Gordon O, Meda R, Park W, Johnston TS, Wang Y, Brady S, Ji H, Yanovski JA, Jang MK, Lee CM, Karaba AH, Cox AL, Agbor-Enoh S. Cell-free DNA reveals distinct pathology of multisystem inflammatory syndrome in children. J Clin Invest 2023; 133:e171729. [PMID: 37651206 PMCID: PMC10617770 DOI: 10.1172/jci171729] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 08/29/2023] [Indexed: 09/02/2023] Open
Abstract
Multisystem inflammatory syndrome in children (MIS-C) is a rare but life-threatening hyperinflammatory condition induced by infection with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that causes pediatric COVID-19 (pCOVID-19). The relationship of the systemic tissue injury to the pathophysiology of MIS-C is poorly defined. We leveraged the high sensitivity of epigenomics analyses of plasma cell-free DNA (cfDNA) and plasma cytokine measurements to identify the spectrum of tissue injury and glean mechanistic insights. Compared with pediatric healthy controls (pHCs) and patients with pCOVID-19, patients with MIS-C had higher levels of cfDNA primarily derived from innate immune cells, megakaryocyte-erythroid precursor cells, and nonhematopoietic tissues such as hepatocytes, cardiac myocytes, and kidney cells. Nonhematopoietic tissue cfDNA levels demonstrated significant interindividual variability, consistent with the heterogenous clinical presentation of MIS-C. In contrast, adaptive immune cell-derived cfDNA levels were comparable in MIS-C and pCOVID-19 patients. Indeed, the cfDNA of innate immune cells in patients with MIS-C correlated with the levels of innate immune inflammatory cytokines and nonhematopoietic tissue-derived cfDNA, suggesting a primarily innate immunity-mediated response to account for the multisystem pathology. These data provide insight into the pathogenesis of MIS-C and support the value of cfDNA as a sensitive biomarker to map tissue injury in MIS-C and likely other multiorgan inflammatory conditions.
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Affiliation(s)
- Temesgen E. Andargie
- Genomic Research Alliance for Transplantation (GRAfT) and Laboratory of Applied Precision Omics, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland, USA. GFAfT is detailed in Supplemental Acknowledgments
- Department of Biology, Howard University, Washington DC, USA
| | - Katerina Roznik
- Department of Medicine, Johns Hopkins University, School of Medicine, Baltimore, Maryland, USA
| | - Neelam Redekar
- Integrated Data Sciences Section, Research Technologies Branch, National Institute of Allergy and Infectious Diseases (NIAID), NIH, Bethesda, Maryland, USA
| | - Tom Hill
- Integrated Data Sciences Section, Research Technologies Branch, National Institute of Allergy and Infectious Diseases (NIAID), NIH, Bethesda, Maryland, USA
| | - Weiqiang Zhou
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Zainab Apalara
- Genomic Research Alliance for Transplantation (GRAfT) and Laboratory of Applied Precision Omics, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland, USA. GFAfT is detailed in Supplemental Acknowledgments
| | - Hyesik Kong
- Genomic Research Alliance for Transplantation (GRAfT) and Laboratory of Applied Precision Omics, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland, USA. GFAfT is detailed in Supplemental Acknowledgments
| | - Oren Gordon
- Infectious Diseases Unit, Department of Pediatrics, Hadassah Medical Center, Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Rohan Meda
- Genomic Research Alliance for Transplantation (GRAfT) and Laboratory of Applied Precision Omics, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland, USA. GFAfT is detailed in Supplemental Acknowledgments
| | - Woojin Park
- Genomic Research Alliance for Transplantation (GRAfT) and Laboratory of Applied Precision Omics, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland, USA. GFAfT is detailed in Supplemental Acknowledgments
| | - Trevor S. Johnston
- Department of Medicine, Johns Hopkins University, School of Medicine, Baltimore, Maryland, USA
| | - Yi Wang
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Sheila Brady
- Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, Maryland, USA
| | - Hongkai Ji
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jack A. Yanovski
- Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), NIH, Bethesda, Maryland, USA
| | - Moon K. Jang
- Genomic Research Alliance for Transplantation (GRAfT) and Laboratory of Applied Precision Omics, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland, USA. GFAfT is detailed in Supplemental Acknowledgments
| | - Clarence M. Lee
- Department of Biology, Howard University, Washington DC, USA
| | - Andrew H. Karaba
- Department of Medicine, Johns Hopkins University, School of Medicine, Baltimore, Maryland, USA
| | - Andrea L. Cox
- Department of Medicine, Johns Hopkins University, School of Medicine, Baltimore, Maryland, USA
| | - Sean Agbor-Enoh
- Genomic Research Alliance for Transplantation (GRAfT) and Laboratory of Applied Precision Omics, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland, USA. GFAfT is detailed in Supplemental Acknowledgments
- Department of Medicine, Johns Hopkins University, School of Medicine, Baltimore, Maryland, USA
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Klocperk A, Bloomfield M, Parackova Z, Aillot L, Fremuth J, Sasek L, David J, Fencl F, Skotnicova A, Rejlova K, Magner M, Hrusak O, Sediva A. B cell phenotype and serum levels of interferons, BAFF, and APRIL in multisystem inflammatory syndrome in children associated with COVID-19 (MIS-C). Mol Cell Pediatr 2023; 10:15. [PMID: 37891416 PMCID: PMC10611647 DOI: 10.1186/s40348-023-00169-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 10/17/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND Multisystem inflammatory syndrome in children associated with COVID-19 (MIS-C) is a late complication of pediatric COVID-19, which follows weeks after the original SARS-CoV-2 infection, regardless of its severity. It is characterized by hyperinflammation, neutrophilia, lymphopenia, and activation of T cells with elevated IFN-γ. Observing the production of autoantibodies and parallels with systemic autoimmune disorders, such as systemic lupus erythematodes (SLE), we explored B cell phenotype and serum levels of type I, II, and III interferons, as well as the cytokines BAFF and APRIL in a cohort of MIS-C patients and healthy children after COVID-19. RESULTS We documented a significant elevation of IFN-γ, but not IFN-α and IFN-λ in MIS-C patients. BAFF was elevated in MIS-C patient sera and accompanied by decreased BAFFR expression on all B cell subtypes. The proportion of plasmablasts was significantly lower in patients compared to healthy post-COVID children. We noted the pre-IVIG presence of ENA Ro60 autoantibodies in 4/35 tested MIS-C patients. CONCLUSIONS Our work shows the involvement of humoral immunity in MIS-C and hints at parallels with the pathophysiology of SLE, with autoreactive B cells driven towards autoantibody production by elevated BAFF.
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Affiliation(s)
- Adam Klocperk
- Department of Immunology, 2nd Faculty of Medicine, Charles University and University Hospital in Motol, V Uvalu 84, 150 06, Prague, Czech Republic.
| | - Marketa Bloomfield
- Department of Immunology, 2nd Faculty of Medicine, Charles University and University Hospital in Motol, V Uvalu 84, 150 06, Prague, Czech Republic
- Department of Paediatrics, 1st Faculty of Medicine, Charles University and Thomayer University Hospital, Prague, Czech Republic
| | - Zuzana Parackova
- Department of Immunology, 2nd Faculty of Medicine, Charles University and University Hospital in Motol, V Uvalu 84, 150 06, Prague, Czech Republic
| | - Ludovic Aillot
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, IOCB Gilead Research Center, Prague, Czech Republic
| | - Jiri Fremuth
- Department of Paediatrics - PICU, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Lumir Sasek
- Department of Paediatrics - PICU, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Jan David
- Department of Paediatrics, 2nd Faculty of Medicine, Charles University and University Hospital in Motol, Prague, Czech Republic
| | - Filip Fencl
- Department of Paediatrics, 2nd Faculty of Medicine, Charles University and University Hospital in Motol, Prague, Czech Republic
| | - Aneta Skotnicova
- Department of Pediatric Hematology, CLIP - Childhood Leukaemia Investigation Prague, 2nd Faculty of Medicine, Charles University and University Hospital in Motol, Prague, Czech Republic
| | - Katerina Rejlova
- Department of Pediatric Hematology, CLIP - Childhood Leukaemia Investigation Prague, 2nd Faculty of Medicine, Charles University and University Hospital in Motol, Prague, Czech Republic
| | - Martin Magner
- Department of Paediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Ondrej Hrusak
- Department of Pediatric Hematology, CLIP - Childhood Leukaemia Investigation Prague, 2nd Faculty of Medicine, Charles University and University Hospital in Motol, Prague, Czech Republic
| | - Anna Sediva
- Department of Immunology, 2nd Faculty of Medicine, Charles University and University Hospital in Motol, V Uvalu 84, 150 06, Prague, Czech Republic
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33
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Constantin T, Pék T, Horváth Z, Garan D, Szabó AJ. Multisystem inflammatory syndrome in children (MIS-C): Implications for long COVID. Inflammopharmacology 2023; 31:2221-2236. [PMID: 37460909 PMCID: PMC10518292 DOI: 10.1007/s10787-023-01272-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Accepted: 06/12/2023] [Indexed: 09/26/2023]
Abstract
The COVID-19 pandemic caused by the coronavirus 2 of the severe acute respiratory syndrome (SARS-CoV-2) has significantly affected people around the world, leading to substantial morbidity and mortality. Although the pandemic has affected people of all ages, there is increasing evidence that children are less susceptible to SARS-CoV-2 infection and are more likely to experience milder symptoms than adults. However, children with COVID-19 can still develop serious complications, such as multisystem inflammatory syndrome in children (MIS-C). This narrative review of the literature provides an overview of the epidemiology and immune pathology of SARS-CoV-2 infection and MIS-C in children. The review also examines the genetics of COVID-19 and MIS-C in children, including the genetic factors that can influence the susceptibility and severity of the diseases and their implications for personalized medicine and vaccination strategies. By examining current evidence and insights from the literature, this review aims to contribute to the development of effective prevention and treatment strategies for COVID-19, MIS-C, and long COVID syndromes in children.
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Affiliation(s)
- Tamás Constantin
- Department of Pediatrics, Semmelweis University, Tűzoltó u. 7-9., Budapest, 1094, Hungary.
| | - Tamás Pék
- Department of Pediatrics, Semmelweis University, Tűzoltó u. 7-9., Budapest, 1094, Hungary
| | - Zsuzsanna Horváth
- Department of Pediatrics, Semmelweis University, Tűzoltó u. 7-9., Budapest, 1094, Hungary
| | - Diána Garan
- Department of Pediatrics, Semmelweis University, Tűzoltó u. 7-9., Budapest, 1094, Hungary
| | - Attila J Szabó
- Department of Pediatrics, Semmelweis University, Tűzoltó u. 7-9., Budapest, 1094, Hungary
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34
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Isaza-Correa J, Ryan L, Kelly L, Allen J, Melo A, Jones J, Huggard D, Ryan E, Ó Maoldomhnaigh C, Geoghehan S, Gavin P, Leahy TR, Butler K, Freyne B, Molloy EJ. Innate immune dysregulation in multisystem inflammatory syndrome in children (MIS-C). Sci Rep 2023; 13:16463. [PMID: 37777557 PMCID: PMC10542373 DOI: 10.1038/s41598-023-43390-6] [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: 06/12/2023] [Accepted: 09/22/2023] [Indexed: 10/02/2023] Open
Abstract
MIS-C is a systemic inflammation disorder with poorly characterised immunopathological mechanisms. We compared changes in the systemic immune response in children with MIS-C (n = 12, 5-13 years) to healthy controls (n = 14, 5-15 years). Analysis was done in whole blood treated with LPS. Expression of CD11b and Toll-like receptor-4 (TLR4) in neutrophils and monocytes were analysed by flow cytometry. Serum cytokines (IL-1β, IL-2, IL-6, IL-8, IL-10, IL-Ira, TNF-α, TNF-β, IFN-Υ, VEGF, EPO and GM-CSF) and mRNA levels of inflammasome molecules (NLRP3, ASC and IL-1β) were evaluated. Subpopulations of lymphocytes (CD3+, CD19+, CD56+, CD4+, CD8+, TCR Vδ1+, TCR Vδ2+) were assessed at basal levels. Absolute counts of neutrophils and NLR were high in children with MIS-C while absolute counts of lymphocytes were low. Children with MIS-C had increased levels of IL-6, IL-10, TNF-β and VEGF serum cytokines at the basal level, and significantly increased TNF-β post-LPS, compared to controls. IL-1RA and EPO decreased at baseline and post-LPS in MIS-C patients compared to controls. The percentage of CD3+ cells, NK cells and Vδ1 was lower while B cells were higher in children with MIS-C than in controls. Dysregulated immune response in children with MIS-C was evident and may be amenable to immunomodulation.
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Affiliation(s)
- Johana Isaza-Correa
- Discipline of Paediatrics, Trinity College, The University of Dublin, Dublin, Ireland
- Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
- Trinity Research in Childhood Centre (TRiCC), Trinity College Dublin, Dublin, Ireland
| | - Laura Ryan
- Discipline of Paediatrics, Trinity College, The University of Dublin, Dublin, Ireland
- Trinity Research in Childhood Centre (TRiCC), Trinity College Dublin, Dublin, Ireland
| | - Lynne Kelly
- Discipline of Paediatrics, Trinity College, The University of Dublin, Dublin, Ireland
- Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
- Trinity Research in Childhood Centre (TRiCC), Trinity College Dublin, Dublin, Ireland
| | - John Allen
- Discipline of Paediatrics, Trinity College, The University of Dublin, Dublin, Ireland
- Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
- Trinity Research in Childhood Centre (TRiCC), Trinity College Dublin, Dublin, Ireland
| | - Ashanty Melo
- Discipline of Paediatrics, Trinity College, The University of Dublin, Dublin, Ireland
- Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
- Trinity Research in Childhood Centre (TRiCC), Trinity College Dublin, Dublin, Ireland
| | - Jennifer Jones
- Infectious Diseases/Immunology, Children's Health Ireland at Crumlin, Dublin, Ireland
| | - Dean Huggard
- Discipline of Paediatrics, Trinity College, The University of Dublin, Dublin, Ireland
- Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
- Trinity Research in Childhood Centre (TRiCC), Trinity College Dublin, Dublin, Ireland
| | - Emer Ryan
- Discipline of Paediatrics, Trinity College, The University of Dublin, Dublin, Ireland
- Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
- Trinity Research in Childhood Centre (TRiCC), Trinity College Dublin, Dublin, Ireland
| | | | - Sarah Geoghehan
- Infectious Diseases/Immunology, Children's Health Ireland at Crumlin, Dublin, Ireland
| | - Patrick Gavin
- Infectious Diseases/Immunology, Children's Health Ireland at Crumlin, Dublin, Ireland
| | - Timothy Ronan Leahy
- Discipline of Paediatrics, Trinity College, The University of Dublin, Dublin, Ireland
- Infectious Diseases/Immunology, Children's Health Ireland at Crumlin, Dublin, Ireland
| | - Karina Butler
- Infectious Diseases/Immunology, Children's Health Ireland at Crumlin, Dublin, Ireland
| | - Bridget Freyne
- Infectious Diseases/Immunology, Children's Health Ireland at Crumlin, Dublin, Ireland
| | - Eleanor J Molloy
- Discipline of Paediatrics, Trinity College, The University of Dublin, Dublin, Ireland.
- Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland.
- Trinity Research in Childhood Centre (TRiCC), Trinity College Dublin, Dublin, Ireland.
- Infectious Diseases/Immunology, Children's Health Ireland at Crumlin, Dublin, Ireland.
- Neonatology, Children's Health Ireland at Crumlin, Dublin, Ireland.
- Neurodisability, Children's Health Ireland at Tallaght, Dublin, Ireland.
- Neonatology, The Coombe Hospital, Dublin, Ireland.
- Discipline of Paediatrics, Trinity Centre for Health Sciences, Children's Hospital Ireland (CHI) at Tallaght, Tallaght University Hospital, Dublin 24, Ireland.
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Rodriguez-Frias F, Rando-Segura A, Quer J. Solved the enigma of pediatric severe acute hepatitis of unknown origin? Front Cell Infect Microbiol 2023; 13:1175996. [PMID: 37808908 PMCID: PMC10552268 DOI: 10.3389/fcimb.2023.1175996] [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: 02/28/2023] [Accepted: 09/04/2023] [Indexed: 10/10/2023] Open
Abstract
Hepatitis is an inflammation of the liver whose etiology is very heterogeneous. The most common cause of hepatitis is viral infections from hepatotropic viruses, including hepatitis A, B, C, D and E. However, other factors such as infections from other agents, metabolic disorders, or autoimmune reactions can also contribute to hepatitis, albeit to a lesser extent. On April 5, 2022, the United Kingdom Health Security Agency alerted the World Health Organization (WHO) on the increased incidence of severe acute hepatitis of unknown causes (not A-E) in previously healthy young children, with symptoms of liver failure that in some cases required liver transplantation. By July 2022, 1,296 cases were reported in 37 countries. Acute hepatitis of unknown causes is not an exceptional phenomenon: in fact, it represents more than 30% of cases of acute hepatitis in children, however in the present instance the large proportion of severe cases was surprising and alarming (6% of liver transplants and almost 3% mortality). Multiple hypotheses have been proposed to explain the etiology of such higher proportion of acute hepatitis, including their co-occurrence in the context of COVID-19 pandemic. This is a review of the history of a clinical threat that has put in check a world health care system highly sensitized by the current COVID-19 pandemics, and that it looks like has ended with the arguments that the severe acute pediatric hepatitis is caused by Adeno-associated virus 2 (AAV2) infection associated with a coinfection with a helper virus (human Adenovirus HAdV or human herpesvirus 6) in susceptible children carrying HLA-class II antigen HLA-DRB1*04:01.
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Affiliation(s)
- Francisco Rodriguez-Frias
- Clinical Biochemistry Department Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Basic Science Department, International University of Catalonia, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Ariadna Rando-Segura
- Clinical Biochemistry Department Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Josep Quer
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- Liver Diseases-Viral Hepatitis, Liver Unit, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- Biochemistry and Molecular Biology Department, Autonomous University of Barcelona (UAB), Barcelona, Spain
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36
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Netea SA, Biesbroek G, van Stijn D, Ijspeert H, van der Made CI, Jansen MH, Geissler J, van den Berg JMM, van der Kuip M, Gruppen MP, Schonenberg-Meinema D, Kapitein B, van Furth AMMT, Nagelkerke SQ, Pajkrt D, Plötz FB, den Boer MEJL, Landman GW, van Houten MA, Goetschalckx I, Toonen EJM, van de Veerdonk FL, Kuipers IM, Dik WA, Kuijpers TW. Transient anti-cytokine autoantibodies superimpose the hyperinflammatory response in Kawasaki disease and multisystem inflammatory syndrome in children: a comparative cohort study on correlates of disease. EBioMedicine 2023; 95:104736. [PMID: 37524002 PMCID: PMC10403726 DOI: 10.1016/j.ebiom.2023.104736] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 07/03/2023] [Accepted: 07/15/2023] [Indexed: 08/02/2023] Open
Abstract
BACKGROUND Children with SARS-CoV-2 related Multisystem Inflammatory Syndrome in Children (MIS-C) often present with clinical features that resemble Kawasaki disease (KD). Disease severity in adult COVID-19 is associated to the presence of anti-cytokine autoantibodies (ACAAs) against type I interferons. Similarly, ACAAs may be implicated in KD and MIS-C. Therefore, we explored the immunological response, presence of ACAAs and disease correlates in both disorders. METHODS Eighteen inflammatory plasma protein levels and seven ACAAs were measured in KD (n = 216) and MIS-C (n = 56) longitudinally by Luminex and/or ELISA. Levels (up to 1 year post-onset) of these proteins were related to clinical data and compared with healthy paediatric controls. FINDINGS ACAAs were found in both patient groups. The presence of ACAAs lagged behind the inflammatory plasma proteins and peaked in the subacute phase. ACAAs were mostly directed against IFN-γ (>80%) and were partially neutralising at best. KD presented with a higher variety of ACAAs than MIS-C. Increased levels of anti-IL-17A (P = 0·02) and anti-IL-22 (P = 0·01) were inversely associated with ICU admission in MIS-C. Except for CXCL10 in MIS-C (P = 0·002), inflammatory plasma proteins were elevated in both KD and MIS-C. Endothelial angiopoietin-2 levels were associated with coronary artery aneurysms in KD (P = 0·02); and sCD25 (P = 0·009), angiopoietin-2 (P = 0·001), soluble IL-33-receptor (ST2, P = 0·01) and CXCL10 (P = 0·02) with ICU admission in MIS-C. INTERPRETATION Markers of endothelial activation (E-selectin, angiopoietin-2), and innate and adaptive immune responses (macrophages [CD163, G-CSF], neutrophils [lipocalin-2], and T cells [IFN-γ, CXCL10, IL-6, IL-17]), are upregulated in KD and MIS-C. ACAAs were detected in both diseases and, although only partly neutralising, their transient presence and increased levels in non-ICU patients may suggest a dampening role on inflammation. FUNDING The Kawasaki study is funded by the Dutch foundation Fonds Kind & Handicap and an anonymous donor. The sponsors had no role in the study design, analysis, or decision for publication.
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Affiliation(s)
- Stejara A Netea
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Center (Amsterdam UMC), University of Amsterdam (UvA), Amsterdam, the Netherlands.
| | - Giske Biesbroek
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Center (Amsterdam UMC), University of Amsterdam (UvA), Amsterdam, the Netherlands
| | - Diana van Stijn
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Center (Amsterdam UMC), University of Amsterdam (UvA), Amsterdam, the Netherlands
| | - Hanna Ijspeert
- Laboratory Medical Immunology, Department of Immunology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Caspar I van der Made
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Machiel H Jansen
- Department of Experimental Immunology, Amsterdam UMC, UvA, Amsterdam, the Netherlands
| | - Judy Geissler
- Department of Blood Cell Research, Sanquin Research Institute, UvA, Amsterdam, the Netherlands
| | - J M Merlijn van den Berg
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Center (Amsterdam UMC), University of Amsterdam (UvA), Amsterdam, the Netherlands
| | - Martijn van der Kuip
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Center (Amsterdam UMC), University of Amsterdam (UvA), Amsterdam, the Netherlands
| | - Mariken P Gruppen
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Center (Amsterdam UMC), University of Amsterdam (UvA), Amsterdam, the Netherlands
| | - Dieneke Schonenberg-Meinema
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Center (Amsterdam UMC), University of Amsterdam (UvA), Amsterdam, the Netherlands
| | - Berber Kapitein
- Pediatric Intensive Care Unit, Emma Children's Hospital, Amsterdam UMC, UvA, Amsterdam, the Netherlands
| | - A M Marceline Tutu van Furth
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Center (Amsterdam UMC), University of Amsterdam (UvA), Amsterdam, the Netherlands
| | - Sietse Q Nagelkerke
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Center (Amsterdam UMC), University of Amsterdam (UvA), Amsterdam, the Netherlands; Laboratory Medical Immunology, Department of Immunology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Dasja Pajkrt
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Center (Amsterdam UMC), University of Amsterdam (UvA), Amsterdam, the Netherlands
| | - Frans B Plötz
- Department of Pediatrics, Tergooi Hospital, Hilversum, the Netherlands
| | | | - Gijs W Landman
- Department of Internal Medicine, Gelre Hospital, Apeldoorn, the Netherlands
| | | | - Ines Goetschalckx
- Department of Blood Cell Research, Sanquin Research Institute, UvA, Amsterdam, the Netherlands
| | | | - Frank L van de Veerdonk
- Department of Internal Medicine, Radboud Center for Infectious Diseases, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Irene M Kuipers
- Pediatric Cardiology, Emma Children's Hospital, Amsterdam UMC, UvA, Amsterdam, the Netherlands
| | - Willem A Dik
- Laboratory Medical Immunology, Department of Immunology, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Taco W Kuijpers
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Center (Amsterdam UMC), University of Amsterdam (UvA), Amsterdam, the Netherlands; Department of Blood Cell Research, Sanquin Research Institute, UvA, Amsterdam, the Netherlands
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37
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Vaňková L, Bufka J, Křížková V. Pathophysiological and clinical point of view on Kawasaki disease and MIS-C. Pediatr Neonatol 2023; 64:495-504. [PMID: 37453902 PMCID: PMC10286520 DOI: 10.1016/j.pedneo.2023.05.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 04/24/2023] [Accepted: 05/19/2023] [Indexed: 07/18/2023] Open
Abstract
This article compares two important pathophysiological states, Kawasaki disease, and multisystem inflammatory syndrome, in children associated with COVID-19 (MIS-C). Both occur predominantly in children, have a temporal association with an infectious agent, and are associated with immune-system alteration and systemic inflammation under certain circumstances. The two share common pathophysiology, including enhancement of interleukin-1 neutrophils, activation of the inflammasome, pyroptosis, or NETosis. Moreover, the clinical presentation of the diseases overlaps. However, they are indeed two separate diseases, proven by the differences in the epidemiological and etiological aspects and the pathophysiological processes involved in the development and frequency of some clinical signs. This article highlights potentially exciting areas that have not yet been studied in detail, which could help better understand the development of these diseases.
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Affiliation(s)
- Lenka Vaňková
- Department of Histology and Embryology, Faculty of Medicine in Pilsen, Charles University, Czech Republic.
| | - Jiří Bufka
- Department of Pediatrics, Teaching Hospital in Pilsen, Czech Republic
| | - Věra Křížková
- Department of Histology and Embryology, Faculty of Medicine in Pilsen, Charles University, Czech Republic
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Brodin P. Immune responses to SARS-CoV-2 infection and vaccination in children. Semin Immunol 2023; 69:101794. [PMID: 37536147 PMCID: PMC10281229 DOI: 10.1016/j.smim.2023.101794] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 06/12/2023] [Accepted: 06/12/2023] [Indexed: 08/05/2023]
Abstract
During the three years since SARS-CoV-2 infections were first described a wealth of information has been gathered about viral variants and their changing properties, the disease presentations they elicit and how the many vaccines developed in record time protect from COVID-19 severe disease in different populations. A general theme throughout the pandemic has been the observation that children and young people in general fare well, with mild symptoms during acute infection and full recovery thereafter. It has also become clear that this is not universally true, as some children develop severe COVID-19 hypoxic pneumonia and even succumb to the infection, while another group of children develop a rare but serious multisystem inflammatory syndrome (MIS-C) and some other children experience prolonged illness following acute infection, post-COVID. Here I will discuss some of the findings made to explain these diverse disease manifestations in children and young people infected by SARS-CoV-2. I will also discuss the vaccines developed at record speed and their efficacy in protecting children from disease.
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Affiliation(s)
- Petter Brodin
- Unit for Clinical Pediatrics, Dept. of Women's and Children's Health, Karolinska Institutet, 17165 Solna, Sweden; Department of Immunology and Inflammation, Imperial College London, W12 0NN London, UK.
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Liguori V, Zinzi A, Gaio M, Riccardi C, Di Costanzo L, Gargano F, Carpentieri C, D’Elia M, Bernardi FF, Trama U, Capuano A, Rafaniello C. Multisystem Inflammatory Syndrome in Children Following COVID-19 Vaccination: A Sex-Stratified Analysis of the VAERS Database Using Brighton Collaboration Criteria. Pharmaceuticals (Basel) 2023; 16:1231. [PMID: 37765039 PMCID: PMC10535674 DOI: 10.3390/ph16091231] [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: 07/20/2023] [Revised: 08/04/2023] [Accepted: 08/28/2023] [Indexed: 09/29/2023] Open
Abstract
Multisystem inflammatory syndrome in children (MIS-c) is an uncommon, but serious, inflammatory response that occurs after SARS-CoV-2 infection. As time went by, MIS-c was also reported as a potential adverse event following COVID-19 vaccination. A descriptive analysis was performed of Individual Case Safety Reports (ICSRs) associated with anti COVID-19 vaccines and related to the pediatric population from 2020 to 2022. The present pharmacovigilance study aimed to describe cases of MIS-c following COVID-19 vaccination, stratified by sex, reported in the Vaccine Adverse Events Reporting System (VAERS) and meeting the Brighton Collaboration criteria for case definition. We assessed all suspected cases through the case definition and classification of the Brighton Collaboration Group, and only definitive, probable, and possible cases were included in the analysis. The Reporting Odds Ratio (ROR) with 95% Confidence Interval (CI) was computed to assess if males have a lower/higher probability of reporting ICSRs with MIS-c compared with females. Overall, we found 79 cases of potentially reported MIS-c following vaccination. This study demonstrated that MIS-c following vaccination was more commonly reported for male subjects with a median age of 10 years (IQR 10.0-11.4), especially after the first dose of anti COVID-19 vaccines with a median time to onset of 27 days. Even so, the rate of occurrence of MIS-c following anti COVID-19 vaccines is lower (0.12/100,000 vaccinated subjects; 95% CI, 0.12-0.13). Overall, all ICSRs were serious and caused or prolonged hospitalization. Finally, disproportionality analysis showed that males had a higher reporting probability of MIS-c compared with females following immunization with mRNA COVID-19 vaccines. Since only a few years of marketing are available, further data from real-life contexts are needed.
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Affiliation(s)
- Valerio Liguori
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Naples, Italy; (V.L.); (M.G.); (C.R.); (A.C.); (C.R.)
- Section of Pharmacology “L. Donatelli”, Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy;
| | - Alessia Zinzi
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Naples, Italy; (V.L.); (M.G.); (C.R.); (A.C.); (C.R.)
- Section of Pharmacology “L. Donatelli”, Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy;
| | - Mario Gaio
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Naples, Italy; (V.L.); (M.G.); (C.R.); (A.C.); (C.R.)
- Section of Pharmacology “L. Donatelli”, Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy;
| | - Consiglia Riccardi
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Naples, Italy; (V.L.); (M.G.); (C.R.); (A.C.); (C.R.)
- Section of Pharmacology “L. Donatelli”, Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy;
| | - Luigi Di Costanzo
- Section of Pharmacology “L. Donatelli”, Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy;
| | - Francesca Gargano
- Regional Direction for Health Management, Pharmaceutical Unit, 80131 Naples, Italy; (F.G.); (C.C.); (M.D.); (F.F.B.); (U.T.)
| | - Claudia Carpentieri
- Regional Direction for Health Management, Pharmaceutical Unit, 80131 Naples, Italy; (F.G.); (C.C.); (M.D.); (F.F.B.); (U.T.)
| | - Maria D’Elia
- Regional Direction for Health Management, Pharmaceutical Unit, 80131 Naples, Italy; (F.G.); (C.C.); (M.D.); (F.F.B.); (U.T.)
| | - Francesca Futura Bernardi
- Regional Direction for Health Management, Pharmaceutical Unit, 80131 Naples, Italy; (F.G.); (C.C.); (M.D.); (F.F.B.); (U.T.)
| | - Ugo Trama
- Regional Direction for Health Management, Pharmaceutical Unit, 80131 Naples, Italy; (F.G.); (C.C.); (M.D.); (F.F.B.); (U.T.)
| | - Annalisa Capuano
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Naples, Italy; (V.L.); (M.G.); (C.R.); (A.C.); (C.R.)
- Section of Pharmacology “L. Donatelli”, Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy;
| | - Concetta Rafaniello
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Naples, Italy; (V.L.); (M.G.); (C.R.); (A.C.); (C.R.)
- Section of Pharmacology “L. Donatelli”, Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy;
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Krasic S, Vukomanovic V, Ninic S, Pasic S, Samardzija G, Mitrovic N, Cehic M, Nesic D, Bajcetic M. Mechanisms of redox balance and inflammatory response after the use of methylprednisolone in children with multisystem inflammatory syndrome associated with COVID-19. Front Immunol 2023; 14:1249582. [PMID: 37646033 PMCID: PMC10461094 DOI: 10.3389/fimmu.2023.1249582] [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: 06/28/2023] [Accepted: 07/31/2023] [Indexed: 09/01/2023] Open
Abstract
Background Multisystem inflammatory syndrome in children (MIS-C) associated with being infected with coronavirus-19 (COVID-19) is a life-threatening condition resulting from cytokine storm, increased synthesis of reactive oxygen species (ROSs), and hyperinflammation occurring in genetically predisposed children following an infection with SARS-CoV-2. Aim The primary aims of our study were to identify changes in the activity of antioxidant enzymes in erythrocytes and total oxidative status in plasma after being treated with methylprednisolone (MP). Methods A prospective cohort study of 67 children (56.7% male) under 18 with MIS-C being treated with MP was conducted at the Mother and Child Health Institute from January 2021 to April 2022. The impact of the therapy was assessed on the basis of the clinical condition, haematological and biochemical blood parameters, and echocardiographic findings. Results 59.7% of patients presented cardiovascular (CV) manifestations, while myocardial dysfunction was observed in half of all patients (50.7%). A severe clinical course was observed in 22/67 patients. Children with CV involvement had a significantly higher relative concentration of B lymphocytes and lower relative concentration of NK cells than patients without CV issues (p < 0.001 and p = 0.004, respectively). Patients with severe MIS-C had a lower relative count of NK cells than those with moderate MIS-C (p = 0.015). Patients with myocardial dysfunction had a higher total oxidative plasma status (TOPS) than children without (p = 0.05), which implicates pronounced oxidative stress in the former cohort. In patients with shock, lower erythrocytes superoxide dismutase (SOD) activity was observed on admission compared to patients without shock (p = 0.04). After MP was administered, TOPS was significantly reduced, while catalase (CAT) and SOD activity increased significantly. Treatment failure (TF) was observed in 6 patients, only females (p=0.005). These patients were younger (p=0.05) and had lower CAT activity on admission (p=0.04) than patients with favorable treatment responses. In the group of patients with TF, TOPS increased after treatment (before 176.2 ± 10.3 mV, after 199.0 ± 36.7 mV). Conclusion MP leads to rapid modulation of TOPS and increases the activity of antioxidant enzymes in erythrocytes resulting in clinical and echocardiographic improvement. Based on the observed changes in the activity of the antioxidant enzymes, we can conclude that s hydrogen peroxide is the dominant ROS in patients with MIS-C. Patients with TF showed reduced CAT activity, whereas the treatment with MP led to pronounced oxidation. This implies that low CAT activity may be a contraindication for using MP.
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Affiliation(s)
- Stasa Krasic
- Cardiology Department, Mother and Child Health Institute of Serbia, Belgrade, Serbia
| | - Vladislav Vukomanovic
- Cardiology Department, Mother and Child Health Institute of Serbia, Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Sanja Ninic
- Cardiology Department, Mother and Child Health Institute of Serbia, Belgrade, Serbia
| | - Srdjan Pasic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Immunology Department, Mother and Child Health Institute of Serbia, Belgrade, Serbia
| | - Gordana Samardzija
- Pathology Department, Mother and Child Health Institute of Serbia, Belgrade, Serbia
| | - Nemanja Mitrovic
- Pathology Department, Mother and Child Health Institute of Serbia, Belgrade, Serbia
| | - Maja Cehic
- Cardiology Department, Mother and Child Health Institute of Serbia, Belgrade, Serbia
| | - Dejan Nesic
- Faculty of Medicine, Institute of Medical Physiology, University of Belgrade, Belgrade, Serbia
| | - Milica Bajcetic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
- Institute of Pharmacology, Clinical Pharmacology and Toxicology, School of Medicine, University of Belgrade, Belgrade, Serbia
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Hamad Saied M, van der Griend L, van Straalen JW, Wulffraat NM, Vastert S, Jansen MHA. The protective effect of COVID-19 vaccines on developing multisystem inflammatory syndrome in children (MIS-C): a systematic literature review and meta-analysis. Pediatr Rheumatol Online J 2023; 21:80. [PMID: 37550719 PMCID: PMC10405572 DOI: 10.1186/s12969-023-00848-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 06/18/2023] [Indexed: 08/09/2023] Open
Abstract
OBJECTIVE To review whether the current COVID-19 vaccines can prevent the occurrence of multisystem inflammatory syndrome in children (MIS-C) and adolescents. METHODS A systematic literature review and meta-analysis were performed. The data were abstracted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Primary outcome was the efficacy of COVID-19 vaccination in preventing MIS-C development. The search was performed in PubMed and Embase. RESULTS The review yielded 13 studies, which were included for critical appraisal and data extraction. The available studies showed a reduced incidence of MIS-C after mRNA COVID-19 vaccination in children aged 12-18 years. Four studies were eligible for meta-analysis and the pooled odds ratio for MIS-C in vaccinated children compared to unvaccinated children was 0.04 (95% confidence interval: 0.03-0.06). Additionally, the risk of MIS-C as an adverse effect of vaccination was much lower compared to the risk of MIS-C post-infection. CONCLUSIONS Our systematic review highlights the current available evidence on the efficacy of COVID-19 vaccination in preventing MIS-C. The published studies so far - mainly conducted during the Delta wave - indicate that (original strain) COVID-19 mRNA vaccines in children are safe and associated with significantly less development of MIS-C. These findings further reinforce the recommendation for COVID-19 vaccination in children, which should be promoted and largely supported.
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Affiliation(s)
- Mohamad Hamad Saied
- Department of Paediatric Immunology and Rheumatology, Wilhelmina Children's Hospital, University Medical Center Utrecht, P.O. box 85090, Utrecht, 3508 AB, The Netherlands.
- Department of Pediatrics, Carmel Medical Center, Technion Faculty of Medicine, Haifa, Israel.
| | | | - Joeri W van Straalen
- Department of Paediatric Immunology and Rheumatology, Wilhelmina Children's Hospital, University Medical Center Utrecht, P.O. box 85090, Utrecht, 3508 AB, The Netherlands
| | - Nico M Wulffraat
- Department of Paediatric Immunology and Rheumatology, Wilhelmina Children's Hospital, University Medical Center Utrecht, P.O. box 85090, Utrecht, 3508 AB, The Netherlands
| | - Sebastiaan Vastert
- Department of Paediatric Immunology and Rheumatology, Wilhelmina Children's Hospital, University Medical Center Utrecht, P.O. box 85090, Utrecht, 3508 AB, The Netherlands
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marc H A Jansen
- Department of Paediatric Immunology and Rheumatology, Wilhelmina Children's Hospital, University Medical Center Utrecht, P.O. box 85090, Utrecht, 3508 AB, The Netherlands
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42
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Rybkina K, Bell JN, Bradley MC, Wohlbold T, Scafuro M, Meng W, Korenberg RC, Davis-Porada J, Anderson BR, Weller RJ, Milner JD, Moscona A, Porotto M, Luning Prak ET, Pethe K, Connors TJ, Farber DL. SARS-CoV-2 infection and recovery in children: Distinct T cell responses in MIS-C compared to COVID-19. J Exp Med 2023; 220:e20221518. [PMID: 37133746 PMCID: PMC10163842 DOI: 10.1084/jem.20221518] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 02/09/2023] [Accepted: 04/07/2023] [Indexed: 05/04/2023] Open
Abstract
SARS-CoV-2 infection for most children results in mild or minimal symptoms, though in rare cases severe disease can develop, including a multisystem inflammatory syndrome (MIS-C) with myocarditis. Here, we present longitudinal profiling of immune responses during acute disease and following recovery in children who developed MIS-C, relative to children who experienced more typical symptoms of COVID-19. T cells in acute MIS-C exhibited transient signatures of activation, inflammation, and tissue residency which correlated with cardiac disease severity, while T cells in acute COVID-19 upregulated markers of follicular helper T cells for promoting antibody production. The resultant memory immune response in recovery showed increased frequencies of virus-specific memory T cells with pro-inflammatory functions in children with prior MIS-C compared to COVID-19 while both cohorts generated comparable antibody responses. Together our results reveal distinct effector and memory T cell responses in pediatric SARS-CoV-2 infection delineated by clinical syndrome, and a potential role for tissue-derived T cells in the immune pathology of systemic disease.
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Affiliation(s)
- Ksenia Rybkina
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, NY, USA
| | - Joseph N. Bell
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Marissa C. Bradley
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Teddy Wohlbold
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Marika Scafuro
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Wenzhao Meng
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Rebecca C. Korenberg
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Julia Davis-Porada
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, NY, USA
| | - Brett R. Anderson
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Rachel J. Weller
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Joshua D. Milner
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Anne Moscona
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, NY, USA
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Matteo Porotto
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Eline T. Luning Prak
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kalpana Pethe
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Thomas J. Connors
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Donna L. Farber
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, NY, USA
- Department of Surgery, Columbia Irving University Medical Center, New York, NY, USA
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He D, Yu Q, Zeng X, Feng J, Yang R, Wan H, Zhong Y, Yang Y, Zhao R, Lu J, Zhang J. Single-Cell RNA Sequencing and Transcriptome Analysis Revealed the Immune Microenvironment and Gene Markers of Acute Respiratory Distress Syndrome. J Inflamm Res 2023; 16:3205-3217. [PMID: 37547124 PMCID: PMC10404049 DOI: 10.2147/jir.s419576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 07/27/2023] [Indexed: 08/08/2023] Open
Abstract
Background Acute respiratory distress syndrome (ARDS) is caused by severe pulmonary inflammation and the leading cause of death in the intensive care unit. Methods We used single-cell RNA sequencing to compare peripheral blood mononuclear cells from sepsis-induced ARDS (SEP-ARDS) and pneumonic ARDS (PNE-ARDS) patient. Then, we used the GSE152978 and GSE152979 datasets to identify molecular dysregulation mechanisms at the transcriptional level in ARDS. Results Markedly increased CD14 cells were the predominant immune cell type observed in SEP-ARDS and PNE-ARDS patients. Cytotoxic cells and natural killer (NK) T cells were exclusively identified in patients with PNE-ARDS. An enrichment analysis of differentially expressed genes (DEGs) suggested that Th1 cell differentiation and Th2 cell differentiation were enriched in cytotoxic cells, and that the IL-17 signaling pathway, NOD receptor signaling pathway, and complement and coagulation cascades were enriched in CD14 cells. Furthermore, according to GSE152978 and GSE152979, 1939 DEGs were identified in patients with ARDS and controls; they were mainly enriched in the Kyoto Encyclopedia of Genes and Genomes pathways. RBP7 had the highest area under the curve values among the 12 hub genes and was mainly expressed in CD14 cells. Additionally, hub genes were negatively correlated with NK cells and positively correlated with neutrophils, cytotoxic cells, B cells, and macrophages. Conclusion A severe imbalance in the proportion of immune cells and immune dysfunction were observed in SEP-ARDS and PNE-ARDS patients. RBP7 may be immunologically associated with CD14 cells and serve as a potential marker of ARDS.
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Affiliation(s)
- Dan He
- Department of General Practice, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, People's Republic of China
| | - Qiao Yu
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, People’s Republic of China
| | - Xiaona Zeng
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, People’s Republic of China
| | - Jihua Feng
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, People’s Republic of China
| | - Ruiqi Yang
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, People’s Republic of China
| | - Huan Wan
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, People’s Republic of China
| | - Ying Zhong
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, People’s Republic of China
| | - Yanli Yang
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, People’s Republic of China
| | - Ruzhi Zhao
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, People’s Republic of China
| | - Junyu Lu
- Intensive Care Unit, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, People’s Republic of China
- Guangxi Health Commission Key Laboratory of Emergency and Critical Medicine, Nanning, 530007, People’s Republic of China
| | - Jianfeng Zhang
- Department of General Practice, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, People's Republic of China
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, People’s Republic of China
- Guangxi Health Commission Key Laboratory of Emergency and Critical Medicine, Nanning, 530007, People’s Republic of China
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Reis BCSD, Soares Faccion R, de Carvalho FAA, Moore DCBC, Zuma MCC, Plaça DR, Salerno Filgueiras I, Leandro Mathias Fonseca D, Cabral-Marques O, Bonomo AC, Savino W, Freitas FCDP, Faoro H, Passetti F, Robaina JR, de Oliveira FRC, Novaes Bellinat AP, Zeitel RDS, Salú MDS, de Oliveira MBG, Rodrigues-Santos G, Prata-Barbosa A, de Vasconcelos ZFM. Rare genetic variants involved in multisystem inflammatory syndrome in children: a multicenter Brazilian cohort study. Front Cell Infect Microbiol 2023; 13:1182257. [PMID: 37588055 PMCID: PMC10426286 DOI: 10.3389/fcimb.2023.1182257] [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: 03/08/2023] [Accepted: 06/23/2023] [Indexed: 08/18/2023] Open
Abstract
Introduction Despite the existing data on the Multisystem Inflammatory Syndrome in Children (MIS-C), the factors that determine these patients evolution remain elusive. Answers may lie, at least in part, in genetics. It is currently under investigation that MIS-C patients may have an underlying innate error of immunity (IEI), whether of monogenic, digenic, or even oligogenic origin. Methods To further investigate this hypothesis, 30 patients with MIS-C were submitted to whole exome sequencing. Results Analyses of genes associated with MIS-C, MIS-A, severe covid-19, and Kawasaki disease identified twenty-nine patients with rare potentially damaging variants (50 variants were identified in 38 different genes), including those previously described in IFNA21 and IFIH1 genes, new variants in genes previously described in MIS-C patients (KMT2D, CFB, and PRF1), and variants in genes newly associated to MIS-C such as APOL1, TNFRSF13B, and G6PD. In addition, gene ontology enrichment pointed to the involvement of thirteen major pathways, including complement system, hematopoiesis, immune system development, and type II interferon signaling, that were not yet reported in MIS-C. Discussion These data strongly indicate that different gene families may favor MIS- C development. Larger cohort studies with healthy controls and other omics approaches, such as proteomics and RNAseq, will be precious to better understanding the disease dynamics.
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Affiliation(s)
- Bárbara Carvalho Santos Dos Reis
- Programa de Pós Graduação em Pesquisa Aplicada à Saúde da Criança e da Mulher, Instituto Nacional de Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira (IFF), Fundação Oswaldo Cruz (FIOCRUZ), Rio de Janeiro, RJ, Brazil
- Laboratório de Alta Complexidade (LACIFF), Unidade de Pesquisa Clínica, IFF, FIOCRUZ, Rio de Janeiro, RJ, Brazil
- Departamento de Imunologia, IFF, FIOCRUZ, Rio de Janeiro, RJ, Brazil
| | - Roberta Soares Faccion
- Programa de Pós Graduação em Pesquisa Aplicada à Saúde da Criança e da Mulher, Instituto Nacional de Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira (IFF), Fundação Oswaldo Cruz (FIOCRUZ), Rio de Janeiro, RJ, Brazil
- Laboratório de Alta Complexidade (LACIFF), Unidade de Pesquisa Clínica, IFF, FIOCRUZ, Rio de Janeiro, RJ, Brazil
| | - Flavia Amendola Anisio de Carvalho
- Programa de Pós Graduação em Pesquisa Aplicada à Saúde da Criança e da Mulher, Instituto Nacional de Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira (IFF), Fundação Oswaldo Cruz (FIOCRUZ), Rio de Janeiro, RJ, Brazil
- Departamento de Imunologia, IFF, FIOCRUZ, Rio de Janeiro, RJ, Brazil
| | - Daniella Campelo Batalha Cox Moore
- Unidade de Pacientes Graves, Departamento de Pediatria, IFF, FIOCRUZ, Rio de Janeiro, RJ, Brazil
- Faculdade de Medicina, Universidade Federal Fluminense, Niterói, Rio de Janeiro, RJ, Brazil
| | - Maria Celia Chaves Zuma
- Programa de Pós Graduação em Pesquisa Aplicada à Saúde da Criança e da Mulher, Instituto Nacional de Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira (IFF), Fundação Oswaldo Cruz (FIOCRUZ), Rio de Janeiro, RJ, Brazil
- Laboratório de Alta Complexidade (LACIFF), Unidade de Pesquisa Clínica, IFF, FIOCRUZ, Rio de Janeiro, RJ, Brazil
| | - Desirée Rodrigues Plaça
- Departamento de Análises Clínicas e Toxicológicas, Faculdade de Ciências Farmacêuticas (FCF), Universidade de São Paulo (USP), São Paulo, SP, Brazil
- Programa de Pós-Graduação em Farmácia (Fisiopatologia e Toxicologia), FCF, USP, São Paulo, SP, Brazil
| | - Igor Salerno Filgueiras
- Departamento de Imunologia, Instituto de Ciências Biomédicas (ICB), USP, São Paulo, SP, Brazil
| | - Dennyson Leandro Mathias Fonseca
- Programa Interunidades de Pós-graduação em Bioinformática, Instituto de Matemática e Estatística (IME), USP, São Paulo, SP, Brazil
| | - Otavio Cabral-Marques
- Departamento de Análises Clínicas e Toxicológicas, Faculdade de Ciências Farmacêuticas (FCF), Universidade de São Paulo (USP), São Paulo, SP, Brazil
- Departamento de Imunologia, Instituto de Ciências Biomédicas (ICB), USP, São Paulo, SP, Brazil
- Programa Interunidades de Pós-graduação em Bioinformática, Instituto de Matemática e Estatística (IME), USP, São Paulo, SP, Brazil
- Network of Immunity in Infection, Malignancy, and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), São Paulo, Brazil
- Department of Medicine, Division of Molecular Medicine, University of São Paulo School of Medicine, São Paulo, SP, Brazil
- Laboratory of Medical Investigation 29, University of São Paulo School of Medicine, São Paulo, Brazil
| | - Adriana Cesar Bonomo
- Laboratoírio de Pesquisas Sobre o Timo, Instituto Oswaldo Cruz (IOC), FIOCRUZ, Rio de Janeiro, RJ, Brazil
- Instituto National de Ciencia e Tecnologia em Neuroimunomodulação (INCT/NIM), IOC, FIOCRUZ, Rio de Janeiro, RJ, Brazil
- Rede FAPERJ de Pesquisa em Neuroinflamação, IOC, FIOCRUZ, Rio de Janeiro, RJ, Brazil
- Rede INOVA-IOC em Neuroimunomodulação, IOC, FIOCRUZ, Rio de Janeiro, RJ, Brazil
| | - Wilson Savino
- Laboratoírio de Pesquisas Sobre o Timo, Instituto Oswaldo Cruz (IOC), FIOCRUZ, Rio de Janeiro, RJ, Brazil
- Instituto National de Ciencia e Tecnologia em Neuroimunomodulação (INCT/NIM), IOC, FIOCRUZ, Rio de Janeiro, RJ, Brazil
- Rede FAPERJ de Pesquisa em Neuroinflamação, IOC, FIOCRUZ, Rio de Janeiro, RJ, Brazil
- Rede INOVA-IOC em Neuroimunomodulação, IOC, FIOCRUZ, Rio de Janeiro, RJ, Brazil
| | | | - Helisson Faoro
- Laboratório de Regulação da Expressão Gênica, Instituto Carlos Chagas (ICC), FIOCRUZ, Curitiba, PR, Brazil
| | - Fabio Passetti
- Laboratório de Regulação da Expressão Gênica, Instituto Carlos Chagas (ICC), FIOCRUZ, Curitiba, PR, Brazil
| | | | | | | | - Raquel de Seixas Zeitel
- Pediatric Intensive Care Unit, Hospital Universitário Pedro Ernesto (HUPE), Universidade do Estado do Rio de Janeiro (UERJ), Rio de Janeiro, Brazil
| | - Margarida dos Santos Salú
- Programa de Pós Graduação em Pesquisa Aplicada à Saúde da Criança e da Mulher, Instituto Nacional de Saúde da Mulher, da Criança e do Adolescente Fernandes Figueira (IFF), Fundação Oswaldo Cruz (FIOCRUZ), Rio de Janeiro, RJ, Brazil
- Laboratório de Alta Complexidade (LACIFF), Unidade de Pesquisa Clínica, IFF, FIOCRUZ, Rio de Janeiro, RJ, Brazil
- Pediatric Intensive Care Unit, Hospital Martagão Gesteira, Salvador, BA, Brazil
| | | | | | - Arnaldo Prata-Barbosa
- Instituto D’Or de Pesquisa e Ensino (IDOR), Rio de Janeiro, Brazil
- Pediatric Intensive Care Unit, Instituto de Puericultura e Pediatria Martagão Gesteira (IPPMG), Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, Brazil
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Woodruff MC, Bonham KS, Anam FA, Walker TA, Faliti CE, Ishii Y, Kaminski CY, Ruunstrom MC, Cooper KR, Truong AD, Dixit AN, Han JE, Ramonell RP, Haddad NS, Rudolph ME, Yalavarthi S, Betin V, Natoli T, Navaz S, Jenks SA, Zuo Y, Knight JS, Khosroshahi A, Lee FEH, Sanz I. Chronic inflammation, neutrophil activity, and autoreactivity splits long COVID. Nat Commun 2023; 14:4201. [PMID: 37452024 PMCID: PMC10349085 DOI: 10.1038/s41467-023-40012-7] [Citation(s) in RCA: 42] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 07/09/2023] [Indexed: 07/18/2023] Open
Abstract
While immunologic correlates of COVID-19 have been widely reported, their associations with post-acute sequelae of COVID-19 (PASC) remain less clear. Due to the wide array of PASC presentations, understanding if specific disease features associate with discrete immune processes and therapeutic opportunities is important. Here we profile patients in the recovery phase of COVID-19 via proteomics screening and machine learning to find signatures of ongoing antiviral B cell development, immune-mediated fibrosis, and markers of cell death in PASC patients but not in controls with uncomplicated recovery. Plasma and immune cell profiling further allow the stratification of PASC into inflammatory and non-inflammatory types. Inflammatory PASC, identifiable through a refined set of 12 blood markers, displays evidence of ongoing neutrophil activity, B cell memory alterations, and building autoreactivity more than a year post COVID-19. Our work thus helps refine PASC categorization to aid in both therapeutic targeting and epidemiological investigation of PASC.
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Affiliation(s)
- Matthew C Woodruff
- Department of Medicine, Division of Rheumatology, Lowance Center for Human Immunology, Emory University, Atlanta, GA, USA.
- Emory Autoimmunity Center of Excellence, Emory University, Atlanta, GA, USA.
| | - Kevin S Bonham
- Department of Biological Sciences, Wellesley College, Wellesley, MA, USA
| | - Fabliha A Anam
- Department of Medicine, Division of Rheumatology, Lowance Center for Human Immunology, Emory University, Atlanta, GA, USA
- Emory Autoimmunity Center of Excellence, Emory University, Atlanta, GA, USA
| | - Tiffany A Walker
- Department of Medicine, Division of General Internal Medicine, Emory University, Atlanta, GA, USA
| | - Caterina E Faliti
- Department of Medicine, Division of Rheumatology, Lowance Center for Human Immunology, Emory University, Atlanta, GA, USA
- Emory Autoimmunity Center of Excellence, Emory University, Atlanta, GA, USA
| | - Yusho Ishii
- Department of Medicine, Division of Rheumatology, Lowance Center for Human Immunology, Emory University, Atlanta, GA, USA
- Emory Autoimmunity Center of Excellence, Emory University, Atlanta, GA, USA
| | | | - Martin C Ruunstrom
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory University, Atlanta, GA, USA
| | - Kelly Rose Cooper
- Department of Medicine, Division of Rheumatology, Lowance Center for Human Immunology, Emory University, Atlanta, GA, USA
- Emory Autoimmunity Center of Excellence, Emory University, Atlanta, GA, USA
| | - Alexander D Truong
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory University, Atlanta, GA, USA
| | - Adviteeya N Dixit
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory University, Atlanta, GA, USA
| | - Jenny E Han
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory University, Atlanta, GA, USA
| | - Richard P Ramonell
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | | | | | | | | | | | - Sherwin Navaz
- Division of Rheumatology, University of Michigan, Ann Arbor, MI, USA
| | - Scott A Jenks
- Department of Medicine, Division of Rheumatology, Lowance Center for Human Immunology, Emory University, Atlanta, GA, USA
- Emory Autoimmunity Center of Excellence, Emory University, Atlanta, GA, USA
| | - Yu Zuo
- Division of Rheumatology, University of Michigan, Ann Arbor, MI, USA
| | - Jason S Knight
- Division of Rheumatology, University of Michigan, Ann Arbor, MI, USA
| | - Arezou Khosroshahi
- Department of Medicine, Division of Rheumatology, Lowance Center for Human Immunology, Emory University, Atlanta, GA, USA
- Emory Autoimmunity Center of Excellence, Emory University, Atlanta, GA, USA
| | - F Eun-Hyung Lee
- Department of Medicine, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory University, Atlanta, GA, USA.
| | - Ignacio Sanz
- Department of Medicine, Division of Rheumatology, Lowance Center for Human Immunology, Emory University, Atlanta, GA, USA.
- Emory Autoimmunity Center of Excellence, Emory University, Atlanta, GA, USA.
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Jackson HR, Miglietta L, Habgood-Coote D, D’Souza G, Shah P, Nichols S, Vito O, Powell O, Davidson MS, Shimizu C, Agyeman PKA, Beudeker CR, Brengel-Pesce K, Carrol ED, Carter MJ, De T, Eleftheriou I, Emonts M, Epalza C, Georgiou P, De Groot R, Fidler K, Fink C, van Keulen D, Kuijpers T, Moll H, Papatheodorou I, Paulus S, Pokorn M, Pollard AJ, Rivero-Calle I, Rojo P, Secka F, Schlapbach LJ, Tremoulet AH, Tsolia M, Usuf E, Van Der Flier M, Von Both U, Vermont C, Yeung S, Zavadska D, Zenz W, Coin LJM, Cunnington A, Burns JC, Wright V, Martinon-Torres F, Herberg JA, Rodriguez-Manzano J, Kaforou M, Levin M. Diagnosis of Multisystem Inflammatory Syndrome in Children by a Whole-Blood Transcriptional Signature. J Pediatric Infect Dis Soc 2023; 12:322-331. [PMID: 37255317 PMCID: PMC10312302 DOI: 10.1093/jpids/piad035] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 05/30/2023] [Indexed: 06/01/2023]
Abstract
BACKGROUND To identify a diagnostic blood transcriptomic signature that distinguishes multisystem inflammatory syndrome in children (MIS-C) from Kawasaki disease (KD), bacterial infections, and viral infections. METHODS Children presenting with MIS-C to participating hospitals in the United Kingdom and the European Union between April 2020 and April 2021 were prospectively recruited. Whole-blood RNA Sequencing was performed, contrasting the transcriptomes of children with MIS-C (n = 38) to those from children with KD (n = 136), definite bacterial (DB; n = 188) and viral infections (DV; n = 138). Genes significantly differentially expressed (SDE) between MIS-C and comparator groups were identified. Feature selection was used to identify genes that optimally distinguish MIS-C from other diseases, which were subsequently translated into RT-qPCR assays and evaluated in an independent validation set comprising MIS-C (n = 37), KD (n = 19), DB (n = 56), DV (n = 43), and COVID-19 (n = 39). RESULTS In the discovery set, 5696 genes were SDE between MIS-C and combined comparator disease groups. Five genes were identified as potential MIS-C diagnostic biomarkers (HSPBAP1, VPS37C, TGFB1, MX2, and TRBV11-2), achieving an AUC of 96.8% (95% CI: 94.6%-98.9%) in the discovery set, and were translated into RT-qPCR assays. The RT-qPCR 5-gene signature achieved an AUC of 93.2% (95% CI: 88.3%-97.7%) in the independent validation set when distinguishing MIS-C from KD, DB, and DV. CONCLUSIONS MIS-C can be distinguished from KD, DB, and DV groups using a 5-gene blood RNA expression signature. The small number of genes in the signature and good performance in both discovery and validation sets should enable the development of a diagnostic test for MIS-C.
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Affiliation(s)
- Heather R Jackson
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
| | - Luca Miglietta
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Department of Electrical and Electronic Engineering, Faculty of Engineering, Imperial College London, London, UK
| | - Dominic Habgood-Coote
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
| | - Giselle D’Souza
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
| | - Priyen Shah
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
| | - Samuel Nichols
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
| | - Ortensia Vito
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
| | - Oliver Powell
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
| | - Maisey Salina Davidson
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
| | - Chisato Shimizu
- Department of Pediatrics, Rady Children’s Hospital and University of California San Diego, La Jolla, California, USA
| | - Philipp K A Agyeman
- Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Coco R Beudeker
- Department of Paediatric Infectious Diseases and Immunology, Wilhelmina Children’s Hospital, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Karen Brengel-Pesce
- Joint Research Unit Hospices Civils de Lyon-bioMérieux, Lyon Sud Hospital, Pierre-Bénite, France
| | - Enitan D Carrol
- Department of Clinical Infection Microbiology and Immunology, University of Liverpool Institute of Infection, Veterinary and Ecological Sciences, Liverpool, UK
| | - Michael J Carter
- Paediatric Intensive Care, Evelina London Children’s Hospital, Guy’s and St Thomas’ NHS Foundation Trust, London, UK
- Department of Women and Children’s Health, School of Life Course Sciences, King’s College London, St Thomas’ Hospital, London, UK
| | - Tisham De
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
| | - Irini Eleftheriou
- Second Department of Paediatrics, National and Kapodistrian University of Athens (NKUA), School of Medicine, P. and A. Kyriakou Children’s Hospital, Athens, Greece
| | - Marieke Emonts
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- Paediatric Infectious Diseases and Immunology Department, Newcastle upon Tyne Hospitals Foundation Trust, Great North Children’s Hospital, Newcastle upon Tyne, UK
- NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust and Newcastle University, Newcastle upon Tyne, UK
| | - Cristina Epalza
- Pediatric Infectious Diseases Unit, Pediatric Department, Hospital Doce de Octubre, Madrid, Spain
| | - Pantelis Georgiou
- Department of Electrical and Electronic Engineering, Faculty of Engineering, Imperial College London, London, UK
| | - Ronald De Groot
- Department of Pediatrics, Division of Pediatric Infectious Diseases and Immunology and Laboratory of Infectious Diseases, Radboud Institute of Molecular Life Sciences, Radboudumc, Nijmegen, The Netherlands
| | - Katy Fidler
- Academic Department of Paediatrics, Royal Alexandra Children’s Hospital, University Hospitals Sussex, Brighton, UK
| | - Colin Fink
- Micropathology Ltd., University of Warwick, Warwick, UK
| | | | - Taco Kuijpers
- Department of Pediatric Immunology, Rheumatology, and Infectious Diseases, Emma Children’s Hospital, Amsterdam University Medical Centre, Amsterdam, The Netherlands
- Sanquin Research, Department of Blood Cell Research, and Landsteiner Laboratory, Amsterdam University Medical Centre, Amsterdam, The Netherlands
| | - Henriette Moll
- Department of Pediatrics, Erasmus MC Sophia Children’s Hospital, Rotterdam, The Netherlands
| | - Irene Papatheodorou
- Gene Expression Team, European Molecular Biology Laboratory, EMBL-European Bioinformatics Institute (EMBL-EBI), Hinxton, Cambridge, UK
| | - Stephane Paulus
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford and the NIHR Oxford Biomedical Research Centre, Oxford, UK
| | - Marko Pokorn
- Division of Pediatrics, University Medical Centre Ljubljana and Medical Faculty, University of Ljubljana, Ljubljana, Slovenia
| | - Andrew J Pollard
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford and the NIHR Oxford Biomedical Research Centre, Oxford, UK
| | - Irene Rivero-Calle
- Pediatrics Department, Translational Pediatrics and Infectious Diseases Section, Santiago de Compostela, Spain
- Genetics–Vaccines–Infectious Diseases and Pediatrics Research Group GENVIP, Instituto de Investigación Sanitaria de Santiago (IDIS), Universidade de Santiago de Compostela (USC), Santiago de Compostela, Spain
- Unidade de Xenética, Departamento de Anatomía Patolóxica e Ciencias Forenses, Instituto de Ciencias Forenses, Facultade de Medicina, Universidade de Santiago de Compostela, Galicia, Spain
- GenPoB Research Group, Instituto de Investigaciones Sanitarias (IDIS), Hospital Clínico Universitario de Santiago (SERGAS), Galicia, Spain
| | - Pablo Rojo
- Pediatric Infectious Diseases Unit, Pediatric Department, Hospital Doce de Octubre, Madrid, Spain
| | - Fatou Secka
- Medical Research Council Unit, The Gambia at the London School of Hygiene and Tropical Medicine, Banjul, Gambia
| | - Luregn J Schlapbach
- Department of Intensive Care and Neonatology, and Children’s Research Center, University Children`s Hospital Zurich, Zurich, Switzerland
- Child Health Research Centre, The University of Queensland, Brisbane, Queensland, Australia
| | - Adriana H Tremoulet
- Department of Pediatrics, Rady Children’s Hospital and University of California San Diego, La Jolla, California, USA
| | - Maria Tsolia
- Second Department of Paediatrics, National and Kapodistrian University of Athens (NKUA), School of Medicine, P. and A. Kyriakou Children’s Hospital, Athens, Greece
| | - Effua Usuf
- Medical Research Council Unit, The Gambia at the London School of Hygiene and Tropical Medicine, Banjul, Gambia
| | - Michiel Van Der Flier
- Department of Paediatric Infectious Diseases and Immunology, Wilhelmina Children’s Hospital, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Ulrich Von Both
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Dr von Hauner Children’s Hospital, University Hospital, LMU Munich, Munich, Germany
| | - Clementien Vermont
- Department of Paediatric Infectious Diseases and Immunology, Erasmus MC Sophia Children’s Hospital, Rotterdam, The Netherlands
| | - Shunmay Yeung
- Clinical Research Department, Faculty of Infectious and Tropical Disease, London School of Hygiene and Tropical Medicine, London, UK
| | - Dace Zavadska
- Department of Pediatrics, Children’s Clinical University Hospital, Rīga, Latvia
| | - Werner Zenz
- Department of General Paediatrics, University Clinic of Paediatrics and Adolescent Medicine, Medical University Graz, Austria
| | - Lachlan J M Coin
- Department of Microbiology and Immunology, University of Melbourne at The Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
| | - Aubrey Cunnington
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
| | - Jane C Burns
- Department of Pediatrics, Rady Children’s Hospital and University of California San Diego, La Jolla, California, USA
| | - Victoria Wright
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
| | - Federico Martinon-Torres
- Pediatrics Department, Translational Pediatrics and Infectious Diseases Section, Santiago de Compostela, Spain
- Genetics–Vaccines–Infectious Diseases and Pediatrics Research Group GENVIP, Instituto de Investigación Sanitaria de Santiago (IDIS), Universidade de Santiago de Compostela (USC), Santiago de Compostela, Spain
- Unidade de Xenética, Departamento de Anatomía Patolóxica e Ciencias Forenses, Instituto de Ciencias Forenses, Facultade de Medicina, Universidade de Santiago de Compostela, Galicia, Spain
- GenPoB Research Group, Instituto de Investigaciones Sanitarias (IDIS), Hospital Clínico Universitario de Santiago (SERGAS), Galicia, Spain
| | - Jethro A Herberg
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
| | | | - Myrsini Kaforou
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
| | - Michael Levin
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Imperial College London, London, SW7 2AZ, UK
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47
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Silva Luz M, Lemos FFB, Rocha Pinheiro SL, Marques HS, de Oliveira Silva LG, Calmon MS, da Costa Evangelista K, Freire de Melo F. Pediatric multisystem inflammatory syndrome associated with COVID-19: Insights in pathogenesis and clinical management. World J Virol 2023; 12:193-203. [PMID: 37396702 PMCID: PMC10311577 DOI: 10.5501/wjv.v12.i3.193] [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: 12/29/2022] [Revised: 04/28/2023] [Accepted: 05/24/2023] [Indexed: 06/21/2023] Open
Abstract
The pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection has been a major challenge to be faced in recent years. While adults suffered the highest morbidity and mortality rates of coronavirus disease 2019, children were thought to be exclusively asymptomatic or to present with mild conditions. However, around April 2020, there was an outbreak of a new clinical syndrome related to SARS-CoV-2 in children - multisystemic inflammatory syndrome in children (MIS-C) - which comprises a severe and uncon-trolled hyperinflammatory response with multiorgan involvement. The Centers for Disease Control and Prevention considers a suspected case of MIS-C an individual aged < 21 years presenting with fever, high inflammatory markers levels, and evidence of clinically severe illness, with multisystem (> 2) organ involvement, no alternative plausible diagnoses, and positive for recent SARS-CoV-2 infection. Despite its severity, there are no definitive disease management guidelines for this condition. Conversely, the complex pathogenesis of MIS-C is still not completely understood, although it seems to rely upon immune dysregulation. Hence, in this study, we aim to bring together current evidence regarding the pathogenic mechanisms of MIS-C, clinical picture and management, in order to provide insights for clinical practice and implications for future research directions.
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Affiliation(s)
- Marcel Silva Luz
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Fabian Fellipe Bueno Lemos
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Samuel Luca Rocha Pinheiro
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Hanna Santos Marques
- Campus Vitória da Conquista, Universidade Estadual do Sudoeste da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | | | - Mariana Santos Calmon
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | | | - Fabrício Freire de Melo
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
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48
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Loy CJ, Sotomayor-Gonzalez A, Servellita V, Nguyen J, Lenz J, Bhattacharya S, Williams ME, Cheng AP, Bliss A, Saldhi P, Brazer N, Streithorst J, Suslovic W, Hsieh CJ, Bahar B, Wood N, Foresythe A, Gliwa A, Bhakta K, Perez MA, Hussaini L, Anderson EJ, Chahroudi A, Delaney M, Butte AJ, DeBiasi RL, Rostad CA, De Vlaminck I, Chiu CY. Nucleic acid biomarkers of immune response and cell and tissue damage in children with COVID-19 and MIS-C. Cell Rep Med 2023; 4:101034. [PMID: 37279751 PMCID: PMC10121104 DOI: 10.1016/j.xcrm.2023.101034] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 11/28/2022] [Accepted: 04/11/2023] [Indexed: 06/08/2023]
Abstract
Differential host responses in coronavirus disease 2019 (COVID-19) and multisystem inflammatory syndrome in children (MIS-C) remain poorly characterized. Here, we use next-generation sequencing to longitudinally analyze blood samples from pediatric patients with COVID-19 or MIS-C across three hospitals. Profiling of plasma cell-free nucleic acids uncovers distinct signatures of cell injury and death between COVID-19 and MIS-C, with increased multiorgan involvement in MIS-C encompassing diverse cell types, including endothelial and neuronal cells, and an enrichment of pyroptosis-related genes. Whole-blood RNA profiling reveals upregulation of similar pro-inflammatory pathways in COVID-19 and MIS-C but also MIS-C-specific downregulation of T cell-associated pathways. Profiling of plasma cell-free RNA and whole-blood RNA in paired samples yields different but complementary signatures for each disease state. Our work provides a systems-level view of immune responses and tissue damage in COVID-19 and MIS-C and informs future development of new disease biomarkers.
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Affiliation(s)
- Conor J Loy
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY 14850, USA
| | - Alicia Sotomayor-Gonzalez
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Venice Servellita
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Jenny Nguyen
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Joan Lenz
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY 14850, USA
| | - Sanchita Bhattacharya
- Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA 94143, USA
| | | | - Alexandre P Cheng
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY 14850, USA
| | - Andrew Bliss
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY 14850, USA
| | - Prachi Saldhi
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Noah Brazer
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Jessica Streithorst
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | | | - Charlotte J Hsieh
- Division of Pediatric Infectious Diseases and Global Health, Department of Pediatrics, University of California San Francisco, Oakland, CA 94609
| | - Burak Bahar
- Children's National Hospital, Washington, DC 20010, USA
| | - Nathan Wood
- UCSF Benioff Children's Hospital, Oakland, CA 94609, USA
| | - Abiodun Foresythe
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Amelia Gliwa
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Kushmita Bhakta
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, 30322, USA; Children's Healthcare of Atlanta, Atlanta, GA, 30322, USA
| | - Maria A Perez
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, 30322, USA; Children's Healthcare of Atlanta, Atlanta, GA, 30322, USA
| | - Laila Hussaini
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, 30322, USA; Children's Healthcare of Atlanta, Atlanta, GA, 30322, USA
| | - Evan J Anderson
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, 30322, USA; Children's Healthcare of Atlanta, Atlanta, GA, 30322, USA; Department of Medicine, Emory University School of Medicine, Atlanta, GA 30307, USA
| | - Ann Chahroudi
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, 30322, USA; Children's Healthcare of Atlanta, Atlanta, GA, 30322, USA
| | - Meghan Delaney
- Children's National Hospital, Washington, DC 20010, USA; The George Washington University School of Medicine, Washington, DC 20052, USA
| | - Atul J Butte
- Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Roberta L DeBiasi
- Children's National Hospital, Washington, DC 20010, USA; The George Washington University School of Medicine, Washington, DC 20052, USA
| | - Christina A Rostad
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, 30322, USA; Children's Healthcare of Atlanta, Atlanta, GA, 30322, USA
| | - Iwijn De Vlaminck
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY 14850, USA.
| | - Charles Y Chiu
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA 94143, USA; Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, San Francisco, CA 94158, USA.
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49
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Shen Y, Voigt A, Leng X, Rodriguez AA, Nguyen CQ. A current and future perspective on T cell receptor repertoire profiling. Front Genet 2023; 14:1159109. [PMID: 37408774 PMCID: PMC10319011 DOI: 10.3389/fgene.2023.1159109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Accepted: 06/12/2023] [Indexed: 07/07/2023] Open
Abstract
T cell receptors (TCR) play a vital role in the immune system's ability to recognize and respond to foreign antigens, relying on the highly polymorphic rearrangement of TCR genes. The recognition of autologous peptides by adaptive immunity may lead to the development and progression of autoimmune diseases. Understanding the specific TCR involved in this process can provide insights into the autoimmune process. RNA-seq (RNA sequencing) is a valuable tool for studying TCR repertoires by providing a comprehensive and quantitative analysis of the RNA transcripts. With the development of RNA technology, transcriptomic data must provide valuable information to model and predict TCR and antigen interaction and, more importantly, identify or predict neoantigens. This review provides an overview of the application and development of bulk RNA-seq and single-cell (SC) RNA-seq to examine the TCR repertoires. Furthermore, discussed here are bioinformatic tools that can be applied to study the structural biology of peptide/TCR/MHC (major histocompatibility complex) and predict antigenic epitopes using advanced artificial intelligence tools.
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Affiliation(s)
- Yiran Shen
- Department of Infectious Diseases and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL, United States
| | - Alexandria Voigt
- Department of Infectious Diseases and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL, United States
| | - Xuebing Leng
- Department of Microbiology and Immunology, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Amy A. Rodriguez
- Department of Infectious Diseases and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL, United States
| | - Cuong Q. Nguyen
- Department of Infectious Diseases and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL, United States
- Department of Oral Biology, College of Dentistry, University of Florida, Gainesville, FL, United States
- Center of Orphaned Autoimmune Diseases, University of Florida, Gainesville, FL, United States
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50
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Yu L, Liu C, Yang JYH, Yang P. Ensemble deep learning of embeddings for clustering multimodal single-cell omics data. Bioinformatics 2023; 39:btad382. [PMID: 37314966 PMCID: PMC10287920 DOI: 10.1093/bioinformatics/btad382] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 04/16/2023] [Accepted: 06/12/2023] [Indexed: 06/16/2023] Open
Abstract
MOTIVATION Recent advances in multimodal single-cell omics technologies enable multiple modalities of molecular attributes, such as gene expression, chromatin accessibility, and protein abundance, to be profiled simultaneously at a global level in individual cells. While the increasing availability of multiple data modalities is expected to provide a more accurate clustering and characterization of cells, the development of computational methods that are capable of extracting information embedded across data modalities is still in its infancy. RESULTS We propose SnapCCESS for clustering cells by integrating data modalities in multimodal single-cell omics data using an unsupervised ensemble deep learning framework. By creating snapshots of embeddings of multimodality using variational autoencoders, SnapCCESS can be coupled with various clustering algorithms for generating consensus clustering of cells. We applied SnapCCESS with several clustering algorithms to various datasets generated from popular multimodal single-cell omics technologies. Our results demonstrate that SnapCCESS is effective and more efficient than conventional ensemble deep learning-based clustering methods and outperforms other state-of-the-art multimodal embedding generation methods in integrating data modalities for clustering cells. The improved clustering of cells from SnapCCESS will pave the way for more accurate characterization of cell identity and types, an essential step for various downstream analyses of multimodal single-cell omics data. AVAILABILITY AND IMPLEMENTATION SnapCCESS is implemented as a Python package and is freely available from https://github.com/PYangLab/SnapCCESS under the open-source license of GPL-3. The data used in this study are publicly available (see section 'Data availability').
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Affiliation(s)
- Lijia Yu
- Computational Systems Biology Group, Children’s Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
- School of Mathematics and Statistics, Faculty of Science, University of Sydney, NSW 2006, Australia
- Sydney Precision Data Science Centre, University of Sydney, NSW 2006, Australia
| | - Chunlei Liu
- Computational Systems Biology Group, Children’s Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
- Sydney Precision Data Science Centre, University of Sydney, NSW 2006, Australia
| | - Jean Yee Hwa Yang
- School of Mathematics and Statistics, Faculty of Science, University of Sydney, NSW 2006, Australia
- Sydney Precision Data Science Centre, University of Sydney, NSW 2006, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006, Australia
- Laboratory of Data Discovery for Health Limited (D4H), Hong Kong Science Park, Hong Kong SAR, China
| | - Pengyi Yang
- Computational Systems Biology Group, Children’s Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
- School of Mathematics and Statistics, Faculty of Science, University of Sydney, NSW 2006, Australia
- Sydney Precision Data Science Centre, University of Sydney, NSW 2006, Australia
- Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006, Australia
- Laboratory of Data Discovery for Health Limited (D4H), Hong Kong Science Park, Hong Kong SAR, China
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