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Castagnoli R, Pala F, Subramanian P, Oguz C, Schwarz B, Lim AI, Burns AS, Fontana E, Bosticardo M, Corsino C, Angelova A, Delmonte OM, Kenney H, Riley D, Smith G, Ott de Bruin L, Oikonomou V, Dos Santos Dias L, Fink D, Bohrnsen E, Kimzey CD, Marseglia GL, Alva-Lozada G, Bergerson JR, Brett A, Brigatti KW, Dimitrova D, Dutmer CM, Freeman AF, Ale H, Holland SM, Licciardi F, Pasic S, Poskitt LE, Potts DE, Dasso JF, Sharapova SO, Strauss KA, Ward BR, Yilmaz M, Kuhns DB, Lionakis MS, Daley SR, Kong HH, Segre JA, Villa A, Pittaluga S, Walter JE, Vujkovic-Cvijin I, Belkaid Y, Notarangelo LD. Immunopathological and microbial signatures of inflammatory bowel disease in partial RAG deficiency. J Exp Med 2025; 222:e20241993. [PMID: 40314722 PMCID: PMC12047384 DOI: 10.1084/jem.20241993] [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: 10/26/2024] [Revised: 03/16/2025] [Accepted: 04/10/2025] [Indexed: 05/03/2025] Open
Abstract
Partial RAG deficiency (pRD) can manifest with systemic and tissue-specific immune dysregulation, with inflammatory bowel disease (IBD) in 15% of the patients. We aimed at identifying the immunopathological and microbial signatures associated with IBD in patients with pRD and in a mouse model of pRD (Rag1w/w) with spontaneous development of colitis. pRD patients with IBD and Rag1w/w mice showed a systemic and colonic Th1/Th17 inflammatory signature. Restriction of fecal microbial diversity, abundance of pathogenic bacteria, and depletion of microbial species producing short-chain fatty acid were observed, which were associated with impaired induction of lamina propria peripheral Treg cells in Rag1w/w mice. The use of vedolizumab in Rag1w/w mice and of ustekinumab in a pRD patient were ineffective. Antibiotics ameliorated gut inflammation in Rag1w/w mice, but only bone marrow transplantation (BMT) rescued the immunopathological and microbial signatures. Our findings shed new light in the pathophysiology of gut inflammation in pRD and establish a curative role for BMT to resolve the disease phenotype.
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Affiliation(s)
- Riccardo Castagnoli
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Francesca Pala
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Poorani Subramanian
- Bioinformatics and Computational Biosciences Branch, Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Cihan Oguz
- Integrated Data Sciences Section, Research Technologies Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Benjamin Schwarz
- Research Technologies Branch, Rocky Mountain Laboratories, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT, USA
| | - Ai Ing Lim
- Metaorganism Immunity Section, Laboratory of Host Immunity and Microbiome, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Andrew S. Burns
- NIAID Microbiome Program, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | | | - Marita Bosticardo
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Cristina Corsino
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Angelina Angelova
- Bioinformatics and Computational Biosciences Branch, Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Ottavia M. Delmonte
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Heather Kenney
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Deanna Riley
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Grace Smith
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Lisa Ott de Bruin
- Willem-Alexander Children’s Hospital, Department of Pediatrics, Pediatric Stem Cell Transplantation Program, Leiden University Medical Center, Leiden, Netherlands
| | - Vasileios Oikonomou
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Lucas Dos Santos Dias
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Danielle Fink
- Neutrophil Monitoring Lab, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Eric Bohrnsen
- Research Technologies Branch, Rocky Mountain Laboratories, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT, USA
| | - Cole D. Kimzey
- Research Technologies Branch, Rocky Mountain Laboratories, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT, USA
| | - Gian Luigi Marseglia
- Pediatric Unit, Department of Clinical, Surgical, Diagnostic, and Pediatric Sciences, University of Pavia, Pavia, Italy
- Pediatric Clinic, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Guisela Alva-Lozada
- Allergy and Immunology Division Hospital Nacional Edgardo Rebagliati Martins, Lima, Peru
| | - Jenna R.E. Bergerson
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Ana Brett
- Hospital Pediátrico, Unidade Local de Saúde de Coimbra, Coimbra, Portugal
- Clínica Universitária de Pediatria, Faculdade de Medicina, Universidade de Coimbra, Coimbra, Portugal
| | | | - Dimana Dimitrova
- Experimental Transplantation and Immunotherapy Branch, National Cancer Institute of the National Institutes of Health, Bethesda, MD, USA
| | - Cullen M. Dutmer
- Allergy and Immunology, Children’s Healthcare of Atlanta, Emory University School of Medicine, Atlanta, GA, USA
| | - Alexandra F. Freeman
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Hanadys Ale
- Division of Immunology, Allergy and Rheumatology, Joe DiMaggio Children’s Hospital, Memorial Healthcare System, Hollywood, FL, USA
| | - Steven M. Holland
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Francesco Licciardi
- Immuno-reumatologia, Pediatria Specialistica Universitaria, Ospedale Infantile Regina Margherita, Torino, Italy
| | - Srdjan Pasic
- Department of Pediatric Immunology, Mother and Child Health Institute, Medical Faculty, University of Belgrade, Belgrade, Serbia
| | | | - David E. Potts
- Division of Pediatric Allergy/Immunology, University of South Florida at Johns Hopkins All Children’s Hospital, St. Petersburg, FL, USA
| | - Joseph F. Dasso
- Division of Pediatric Allergy/Immunology, University of South Florida at Johns Hopkins All Children’s Hospital, St. Petersburg, FL, USA
| | - Svetlana O. Sharapova
- Belarusian Research Center for Pediatric Oncology, Hematology and Immunology, Minsk, Belarus
| | | | - Brant R. Ward
- Division of Allergy and Immunology, Children’s National Hospital, Washington, DC, USA
| | - Melis Yilmaz
- Division of Pediatric Allergy/Immunology, University of South Florida at Johns Hopkins All Children’s Hospital, St. Petersburg, FL, USA
| | - Douglas B. Kuhns
- Neutrophil Monitoring Lab, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Michail S. Lionakis
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Stephen R. Daley
- Centre for Immunology and Infection Control, School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Heidi H. Kong
- Cutaneous Microbiome and Inflammation Section, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Julia A. Segre
- Microbial Genomics Section, Translational and Functional Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Anna Villa
- San Raffaele-Telethon Institute for Gene Therapy (SR-Tiget), IRCSS San Raffaele Scientific Institute, Milan, Italy
- Milan Unit, Istituto di Ricerca Genetica e Biomedica, Consiglio Nazionale delle Ricerche, Milan, Italy
| | - Stefania Pittaluga
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jolan E. Walter
- Division of Pediatric Allergy/Immunology, University of South Florida at Johns Hopkins All Children’s Hospital, St. Petersburg, FL, USA
| | - Ivan Vujkovic-Cvijin
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Yasmine Belkaid
- Metaorganism Immunity Section, Laboratory of Host Immunity and Microbiome, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
- Department of Immunology, Institut Pasteur, Paris, France
| | - Luigi D. Notarangelo
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
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Brazzola S, Guglielmetti L, Gros S, Holland-Cunz S, Vuille-dit-Bille R, Muff JL. Level of awareness regarding MIS-C among medical students and surgeons in Switzerland. WORLD JOURNAL OF PEDIATRIC SURGERY 2025; 8:e000986. [PMID: 40385244 PMCID: PMC12083346 DOI: 10.1136/wjps-2024-000986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Accepted: 04/23/2025] [Indexed: 05/20/2025] Open
Abstract
Background Multisystem inflammatory syndrome in children (MIS-C) is a disease that emerged during the COVID-19 pandemic. Patients exhibit symptoms mimicking the clinical presentation of an acute abdomen, representing a novel differential diagnosis, particularly in the young generation. This study aims to investigate the current level of awareness of MIS-C among surgeons and medical students. Methods We conducted an anonymous online questionnaire among members of the Swiss Surgical Society and Swiss medical students. The questionnaires collected participants' baseline demographics and their awareness regarding MIS-C. Results Both students and surgeons obtained very low scores in the self-assessment and had a low score in the section with awareness questions (true score). In medical students, we observed a positive correlation between self-assessment and true scores (ρ=0.422, p=0.001), while surgeons had a negative correlation (ρ=-0.243, p<0.001). Furthermore, there was a positive correlation between gender and self-assessment (ρ=0.245, p<0.001), depicting a higher self-assessed score in female surgeons (median female self-assesment=5, IQR: 2-7). Likewise, board-certified pediatric surgeons and surgeons treating both children and adults had a higher self-assessment compared with non-pediatric surgeons. In both populations (surgeons and students), the true scores were similar in all the variables analyzed. Two-thirds of surgeons stated that MIS-C should be considered a differential diagnosis, and about half of surgeons indicated MIS-C being part of their differential diagnosis already. Conclusion The results show an insufficient level of awareness concerning MIS-C among students and surgeons, warranting implementation in students' curriculum and surgeons' continuous training.
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Affiliation(s)
- Sebastiano Brazzola
- Department of Pediatric Surgery, University Children’s Hospital Basel, Basel, Switzerland
| | - Laura Guglielmetti
- Department of Visceral and Thoracic Surgery, Cantonal Hospital of Winterthur, Winterthur, Switzerland
| | - Stephanie Gros
- Department of Pediatric Surgery, University Children’s Hospital Basel, Basel, Switzerland
| | - Stefan Holland-Cunz
- Department of Pediatric Surgery, University Children’s Hospital Basel, Basel, Switzerland
| | | | - Julian Louis Muff
- Department of Pediatric Surgery, University Children’s Hospital Basel, Basel, Switzerland
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ShuHan H, ZhiMeng H, YaXuan L, JingXuan F, RuiQi C, WenXing G, HuiFen Z, Xiaoqing Y, Wu J, LiLin Z. Ozone exposure is positively correlated with the occurrence of Kawasaki disease in Chinese children. Pediatr Res 2025:10.1038/s41390-025-04116-8. [PMID: 40360775 DOI: 10.1038/s41390-025-04116-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Revised: 03/18/2025] [Accepted: 04/12/2025] [Indexed: 05/15/2025]
Abstract
BACKGROUND We studied whether ozone (O3) exposure will affect the occurrence of KD, in Xiamen. METHODS A time-stratified case-crossover design was conducted to explore the relationship between O3 exposure and KD in children. A total of 604 participants from 2017 to 2024 were included. Artificial intelligence technology combined with large data model was used to calculate O3 concentration, and O3 exposure was assigned to each participant. Poisson generalized additive model was used to calculate the risk effect of O3 and KD. Correlation and mediation analysis were used to study the mechanism of KD. RESULTS When lag 2 to 6 days, O3 exposure will increase the occurrence of KD. On the 4th day of lag, O3 led to the highest risk of KD, relative risk(RR) = 1.09(95%CI = 1.008, 1.19). The results of mediation analysis showed that clinical indicators such as white blood cell (WBC), neutrophil (NEUT), and C-reactive protein (CRP) were the main mediators regulating the association between O3 and KD. CONCLUSION Our results show that exposure to O3 is a potential risk factor for KD in children, and clinical indicators such as WBC, NEUT, PLT and CRP are the main mediators regulating O3 and KD. IMPACT We studied the association between O3 exposure and the incidence of KD, and further analyzed the regulatory role of clinical indicators in this association. On the 4th day of lag, O3 led to the highest risk of KD, RR = 1.09(95%CI = 1.008,1.19). The relationship between O3 exposure and KD is mainly mediated by clinical indicators such as WBC, NEUT, PLT and CRP. Our findings explain the association between O3 exposure and the incidence of KD, and further analyze the regulatory role of clinical indicators in the association. It is helpful to provide theoretical support for subsequent research.
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Affiliation(s)
- Huang ShuHan
- Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen university, Xiamen, 361003, Fujian, China
| | - Huang ZhiMeng
- Department of Pediatrics, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361102, Fujian, China
| | - Lin YaXuan
- Department of Pediatrics, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361102, Fujian, China
| | - Fang JingXuan
- Department of Pediatrics, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361102, Fujian, China
| | - Chen RuiQi
- Department of Pediatrics, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361102, Fujian, China
| | - Guo WenXing
- Department of Pediatrics, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361102, Fujian, China
| | - Zhang HuiFen
- Department of Pediatrics, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361102, Fujian, China
| | - Yang Xiaoqing
- Department of Pediatrics, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361102, Fujian, China
| | - JinZhun Wu
- Department of Pediatrics, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361102, Fujian, China.
| | - Zhong LiLin
- Department of Pediatrics, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361102, Fujian, China.
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Yeşiltepe E, Duman D, Kuyucu N, Bozdoğan ST, Çıtırık L, Yeşil E, Karpuz D. FCGR2A Gene Polymorphism Association in Children with Multisystem Inflammatory Syndrome. Indian Pediatr 2025; 62:372-377. [PMID: 40214943 PMCID: PMC12041097 DOI: 10.1007/s13312-025-00047-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Accepted: 02/25/2025] [Indexed: 04/30/2025]
Abstract
OBJECTIVE Fc gamma receptor IIa (FCGR2A) gene polymorphism is associated with increased susceptibility to autoimmune and infectious diseases. The aim of the present study was to evaluate the association of FCGR2A rs1801274 polymorphism with the development and severity of multisystem inflammatory syndrome in children (MIS-C). METHODS This case-control study was conducted in a single center with MIS-C patients and healthy children. Clinical and cardiac imaging data of the participants was collected. The association between the clinical severity of the disease and FCGR2A rs1801274 polymorphism were investigated. RESULTS There was no significant association between FCGR2A rs1801274 polymorphism and cardiovascular complications in MIS-C patients. However, those with homozygous FCGR2A rs1801274 gene polymorphism developed severe cardiac dysfunction and required immunomodulatory agents other than intravenous immunoglobulin. The mean age of the patients with severe MIS-C was significantly higher than those with mild MIS-C, and systolic dysfunction was significant. CONCLUSIONS Further multicenter studies in different ethnic groups are needed to evaluate the association between differences in the FCGR2A rs1801274 gene and severity of MIS-C and/or other inflammatory diseases. TRIAL REGISTRY Mersin University Clinical Trial Registry, Decision number 2022/280 dated April 20, 2022.
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Affiliation(s)
- Esra Yeşiltepe
- Department of Pediatrics, Faculty of Medicine, Mersin University, 33343, Mersin, Turkey
| | - Derya Duman
- Department of Pediatric Cardiology, Faculty of Medicine, University of Mersin, 34. Cadde, Ciftlikkoy Kampusu, 33343, Mersin, Turkey.
| | - Necdet Kuyucu
- Department of Pediatric Infectious Disease, Faculty of Medicine, University of Mersin, 34. Cadde, Ciftlikkoy Kampusu, 33343, Mersin, Turkey
| | - Sevcan Tuğ Bozdoğan
- Department of Medical Genetics, Faculty of Medicine, Çukurova University, Balcalı Kampüsü, 01330, Adana, Turkey
| | - Lara Çıtırık
- Department of Pediatric Cardiology, Faculty of Medicine, Mersin University, 33343, Mersin, Turkey
| | - Edanur Yeşil
- Department of Pediatric Infectious Disease, Faculty of Medicine, University of Mersin, 34. Cadde, Ciftlikkoy Kampusu, 33343, Mersin, Turkey
| | - Derya Karpuz
- Department of Pediatric Cardiology, Faculty of Medicine, University of Mersin, 34. Cadde, Ciftlikkoy Kampusu, 33343, Mersin, Turkey
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Keskitalo S, Seppänen MRJ, Del Sol A, Varjosalo M. From rare to more common: The emerging role of omics in improving understanding and treatment of severe inflammatory and hyperinflammatory conditions. J Allergy Clin Immunol 2025; 155:1435-1450. [PMID: 39978687 DOI: 10.1016/j.jaci.2025.02.011] [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: 10/07/2024] [Revised: 01/31/2025] [Accepted: 02/11/2025] [Indexed: 02/22/2025]
Abstract
Inflammation is a pathogenic driver of many diseases, including atherosclerosis and rheumatoid arthritis. Hyperinflammation can be seen as any inflammatory response that is deleterious to the host, regardless of cause. In medicine, hyperinflammation is defined as severe, deleterious, and fluctuating systemic or local inflammation with presence of a cytokine storm. It has been associated with rare autoinflammatory disorders. However, advances in omics technologies, including genomics, proteomics, and metabolomics, have revealed it to be more common, occurring in sepsis and severe coronavirus disease 2019. With a focus on proteomics, this review highlights the key role of omics in this shift. Through an exploration of research, we present how omics technologies have contributed to improved diagnostics, prognostics, and targeted therapeutics in the field of hyperinflammation. We also discuss the integration of advanced technologies, multiomics approaches, and artificial intelligence in analyzing complex datasets to develop targeted therapies, and we address their potential for revolutionizing the clinical aspects of hyperinflammation. We emphasize personalized medicine approaches for effective treatments and outline challenges, including the need for standardized methodologies, robust bioinformatics tools, and ethical considerations regarding data privacy. This review aims to provide a comprehensive overview of the molecular mechanisms underpinning hyperinflammation and underscores the potential of omics technologies in enabling successful clinical management.
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Affiliation(s)
- Salla Keskitalo
- Institute of Biotechnology, Helsinki Institute of Life Science HiLIFE, University of Helsinki, Helsinki, Finland.
| | - Mikko R J Seppänen
- Pediatric Research Center, New Children's Hospital, University of Helsinki and HUS Helsinki University Hospital, Helsinki, Finland; Translational Immunology Research Program, University of Helsinki, Helsinki, Finland; European Reference Network Rare Immunodeficiency Autoinflammatory and Autoimmune Diseases Network (ERN RITA) Core Center, Helsinki, The Netherlands
| | - Antonio Del Sol
- Computational Biology Group, Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg; Computational Biology Group, Basque Research and Technology Alliance (CIC bioGUNE-BRTA), Derio, Spain; Ikerbasque, Basque Foundation for Science, Bilbao, Spain
| | - Markku Varjosalo
- Institute of Biotechnology, Helsinki Institute of Life Science HiLIFE, University of Helsinki, Helsinki, Finland; Department of Biochemistry and Developmental Biology and Translational Cancer Medicine Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
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Guzmán Rivera J, Zheng H, Richlin B, Suarez C, Gaur S, Ricciardi E, Hasan UN, Cuddy W, Singh AR, Bukulmez H, Kaelber DC, Kimura Y, Brady PW, Wahezi D, Rothschild E, Lakhani SA, Herbst KW, Hogan AH, Salazar JC, Moroso-Fela S, Roy J, Kleinman LC, Horton DB, Moore DF, Gennaro ML. Combining Mass Spectrometry with Machine Learning to Identify Novel Protein Signatures: The Example of Multisystem Inflammatory Syndrome in Children. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.04.17.25325767. [PMID: 40313298 PMCID: PMC12045438 DOI: 10.1101/2025.04.17.25325767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 05/03/2025]
Abstract
Objectives We demonstrate an approach that integrates biomarker analysis with machine learning to identify protein signatures, using the example of SARS-CoV-2-induced Multisystem Inflammatory Syndrome in Children (MIS-C). Methods We used plasma samples collected from subjects diagnosed with MIS-C and compared them first to controls with asymptomatic/mild SARS-CoV-2 infection and then to controls with pneumonia or Kawasaki disease. We used mass spectrometry to identify proteins. Support vector machine (SVM) algorithm-based classification schemes were used to analyze protein pathways. We assessed diagnostic accuracy using internal and external cross-validation. Results Proteomic analysis of a training dataset containing MIS-C (N=17), and asymptomatic/mild SARS-CoV-2 infected control samples (N=20) identified 643 proteins, of which 101 were differentially expressed. Plasma proteins associated with inflammation and coagulation increased and those associated with lipid metabolism decreased in MIS-C relative to controls. The SVM machine learning algorithm identified a three-protein model (ORM1, AZGP1, SERPINA3) that achieved 90.0% specificity, 88.2% sensitivity, and 93.5% area under the curve (AUC) distinguishing MIS-C from controls in the training set. Performance was retained in the validation dataset utilizing MIS-C (N=17) and asymptomatic/mild SARS-CoV-2 infected control samples (N=10) (90.0% specificity, 84.2% sensitivity, 87.4% AUC). We next replicated our approach to compare MIS-C with similarly presenting syndromes, such as pneumonia (N=17) and Kawasaki Disease (N=13) and found a distinct three-protein signature (VWF, SERPINA3, and FCGBP) that accurately distinguished MIS-C from the other conditions (97.5% specificity, 89.5% sensitivity, 95.6% AUC). We also developed a software tool that may be used to evaluate other protein pathway signatures using our data. Conclusions We used MIS-C, a novel hyperinflammatory illness, to demonstrate that the use of mass spectrometry to identify candidate plasma proteins followed by machine learning, specifically SVM, is an efficient strategy for identifying and evaluating biomarker signatures for disease classification.
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Affiliation(s)
- Jeisac Guzmán Rivera
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ
| | | | - Benjamin Richlin
- Pediatric Clinical Research Center, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Christian Suarez
- Pediatric Clinical Research Center, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Sunanda Gaur
- Pediatric Clinical Research Center, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
- Division of Infectious Disease and Immunology, Department of Pediatrics, Robert Wood Johnson Medical School
| | | | - Uzma N. Hasan
- Department of Pediatrics, Cooperman Barnabas Medical Center, Livingston, NJ
| | | | - Aalok R. Singh
- Maria Fareri Children’s Hospital
- New York Medical College, Valhalla, NY
| | - Hulya Bukulmez
- Department of Pediatrics, Division of Rheumatology, MetroHealth System
| | - David C. Kaelber
- Center for Clinical Informatics Research and Education, MetroHealth System and the Departments 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
| | - Patrick W. Brady
- University of Cincinnati College of Medicine and Department of Pediatrics, Cincinnati Children’s Hospital, Cincinnati, OH
| | - Dawn Wahezi
- Children’s Hospital at Montefiore, Bronx, NY
| | | | - Saquib A. Lakhani
- Pediatric Genomics Discovery Program, Department of Pediatrics, Yale University School of Medicine, New Haven, CT
- Department of Pediatrics, Cedars Sinai Guerin Children’s, Los Angeles, CA
| | - Katherine W Herbst
- Connecticut Children’s Research Institute, Connecticut Children’s Medical Center, Hartford, CT
| | - Alexander H Hogan
- Division of Hospital Medicine, Connecticut Children’s Medical Center, Hartford, CT
- Department of Pediatrics, University of Connecticut Health Center, Farmington, CT
| | - Juan C Salazar
- Department of Pediatrics, University of Connecticut Health Center, Farmington, CT
- Division of Infectious Disease and Immunology, Connecticut Children’s Medical Center, Hartford, CT; Department of Pediatrics
| | - Sandra Moroso-Fela
- Division of Population Health, Quality, and Implementation Science (PopQuIS), Department of Pediatrics, Robert Wood Johnson Medical School
| | - Jason Roy
- Department of Epidemiology and Biostatistics
| | - Lawrence C. Kleinman
- Division of Population Health, Quality, and Implementation Science (PopQuIS), Department of Pediatrics, Robert Wood Johnson Medical School
- Department of Global Urban Health, Rutgers School of Public Health, Piscataway, NJ
- Division of Infectious Disease and Immunology, Department of Pediatrics, Robert Wood Johnson Medical School
- Division of Rheumatology, Department of Pediatrics, Robert Wood Johnson Medical School
| | - Daniel B. Horton
- Division of Population Health, Quality, and Implementation Science (PopQuIS), Department of Pediatrics, Robert Wood Johnson Medical School
- Department of Epidemiology and Biostatistics
- Rutgers Center for Pharmacoepidemiology and Treatment Science, Institute for Health, Health Care Policy and Aging Research, New Brunswick, NJ
- Department of Medicine, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ
| | | | - 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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Rudan I, Kerr S, Simpson CR, Kurdi A, Adeloye D, Robertson C, Sheikh A, EAVE II Collaboration. The COVID-19 pandemic in children and young people during 2022-24: what new did we learn? J Glob Health 2025; 15:01002. [PMID: 40168509 PMCID: PMC11961057 DOI: 10.7189/jogh.15.01002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2025] Open
Abstract
The research conducted between 2022 and 2024 has advanced our understanding of COVID-19 in children and young people (CYP), particularly with the emergence of the Omicron variant and its subvariants. The findings have reinforced that, while Omicron infections are often milder compared to earlier variants, the overall seroprevalence of SARS-CoV-2 in children has increased, with notable regional and demographic disparities. COVID-19-related hospitalisation rates in children rose during Omicron waves, especially among infants, unvaccinated individuals, and CYP at higher risk, i.e. with comorbidities such as obesity, diabetes, and neurological or cardiac conditions. Despite this, severe disease and mortality in children remained very low. The observed increases in type 1 diabetes incidence and multisystem inflammatory syndrome in children (MIS-C) have also highlighted the broader systemic effects of SARS-CoV-2 in paediatric populations. Evidence has underscored the protective effect of vaccination in preventing severe disease and MIS-C and vaccine safety, emphasising the need for targeted immunisation strategies, particularly among children who may be at higher risk. Studies have also estimated that a significant proportion of children experienced persistent post-COVID-19 infection symptoms such as fatigue, mood disturbances, sleep disorders, and respiratory difficulties, but the reported prevalence varied widely, from as low as 1.6% to as high as 70%, due to differences in study methodologies, case definitions, and populations studied. Standardised definitions and measurement tools, such as those developed through international consensus processes, are required to improve diagnosis, treatment, and research into this persisting condition. Ethnic disparities in vaccine uptake persist, implying that vaccine hesitancy and accessibility, alongside approaches to countering disinformation, are important areas for future research.
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Affiliation(s)
- Igor Rudan
- Usher Institute, The University of Edinburgh, Edinburgh, UK
- Nuffield Department of Primary Care Health Sciences, Oxford University, UK
| | - Steven Kerr
- Usher Institute, The University of Edinburgh, Edinburgh, UK
| | - Colin R Simpson
- Usher Institute, The University of Edinburgh, Edinburgh, UK
- School of Health, Wellington Faculty of Health, Victoria University of Wellington, Wellington, New Zealand
| | - Amanj Kurdi
- Strathclyde Institute of Pharmacy and Biomedical Sciences, Strathclyde University, Glasgow, UK
- College of Pharmacy, Hawler Medical University, Erbil, Kurdistan Region, Iraq
- College of Pharmacy, Al-Kitab University, Kirkuk, Iraq
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
| | | | - Chris Robertson
- Department of Mathematics and Statistics, University of Strathclyde, Glasgow, UK
- Public Health Scotland, Glasgow, UK
| | - Aziz Sheikh
- Usher Institute, The University of Edinburgh, Edinburgh, UK
- Nuffield Department of Primary Care Health Sciences, Oxford University, UK
| | - EAVE II Collaboration
- Usher Institute, The University of Edinburgh, Edinburgh, UK
- Nuffield Department of Primary Care Health Sciences, Oxford University, UK
- School of Health, Wellington Faculty of Health, Victoria University of Wellington, Wellington, New Zealand
- Strathclyde Institute of Pharmacy and Biomedical Sciences, Strathclyde University, Glasgow, UK
- College of Pharmacy, Hawler Medical University, Erbil, Kurdistan Region, Iraq
- College of Pharmacy, Al-Kitab University, Kirkuk, Iraq
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
- Teesside University, Middlesborough, UK
- Department of Mathematics and Statistics, University of Strathclyde, Glasgow, UK
- Public Health Scotland, Glasgow, UK
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8
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Goetzke CC, Massoud M, Frischbutter S, Guerra GM, Ferreira-Gomes M, Heinrich F, von Stuckrad ASL, Wisniewski S, Licha JR, Bondareva M, Ehlers L, Khaldi-Plassart S, Javouhey E, Pons S, Trouillet-Assant S, Ozsurekci Y, Zhang Y, Poli MC, Discepolo V, Lo Vecchio A, Sahin B, Verboom M, Hallensleben M, Heuhsen AI, Astudillo C, Espinosa Y, Vial Cox MC, Dobbs K, Delmonte OM, Montealegre Sanchez GA, Magliocco M, Barron K, Danielson J, Petrov L, Unterwalder N, Sawitzki B, Matz M, Lehmann K, Gratopp A, von Bernuth H, Burkhardt LM, Wiese N, Peter L, Schmueck-Henneresse M, Amini L, Maurer M, Roehmel JF, Gewurz BE, Yonker LM, Witkowski M, Kruglov A, Mall MA, Su HC, Ozen S, Radbruch A, Belot A, Durek P, Kallinich T, Mashreghi MF. TGFβ links EBV to multisystem inflammatory syndrome in children. Nature 2025; 640:762-771. [PMID: 40074901 PMCID: PMC12003184 DOI: 10.1038/s41586-025-08697-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 01/24/2025] [Indexed: 03/14/2025]
Abstract
In a subset of children and adolescents, SARS-CoV-2 infection induces a severe acute hyperinflammatory shock1 termed multisystem inflammatory syndrome in children (MIS-C) at four to eight weeks after infection. MIS-C is characterized by a specific T cell expansion2 and systemic hyperinflammation3. The pathogenesis of MIS-C remains largely unknown. Here we show that acute MIS-C is characterized by impaired reactivation of virus-reactive memory T cells, which depends on increased serum levels of the cytokine TGFβ resembling those that occur during severe COVID-19 (refs. 4,5). This functional impairment in T cell reactivity is accompanied by the presence of TGFβ-response signatures in T cells, B cells and monocytes along with reduced antigen-presentation capabilities of monocytes, and can be reversed by blocking TGFβ. Furthermore, T cell receptor repertoires of patients with MIS-C exhibit expansion of T cells expressing TCRVβ21.3, resembling Epstein-Barr virus (EBV)-reactive T cell clones capable of eliminating EBV-infected B cells. Additionally, serum TGFβ in patients with MIS-C can trigger EBV reactivation, which is reversible with TGFβ blockade. Clinically, the TGFβ-induced defect in T cell reactivity correlates with a higher EBV seroprevalence in patients with MIS-C compared with age-matched controls, along with the occurrence of EBV reactivation. Our findings establish a connection between SARS-CoV-2 infection and COVID-19 sequelae in children, in which impaired T cell cytotoxicity triggered by TGFβ overproduction leads to EBV reactivation and subsequent hyperinflammation.
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Affiliation(s)
- Carl Christoph Goetzke
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany.
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
- Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany.
- Center for Chronically Sick Children, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
- German Center for Child and Adolescent Health (DZKJ), Berlin, Germany.
| | - Mona Massoud
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany
| | - Stefan Frischbutter
- Institute of Allergology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology (ITMP), Immunology and Allergology, Berlin, Germany
| | | | - Marta Ferreira-Gomes
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany
| | - Frederik Heinrich
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany
| | - Anne Sae Lim von Stuckrad
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Center for Chronically Sick Children, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Sebastian Wisniewski
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Jan Robin Licha
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany
| | - Marina Bondareva
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany
| | - Lisa Ehlers
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Samira Khaldi-Plassart
- National Reference Center for Rheumatic, Autoimmune and Systemic Diseases in Children (RAISE), Pediatric Nephrology, Rheumatology, Dermatology Unit, Hôpital Femme Mère Enfant, Hospices Civils de Lyon, Lyon, France
- Clinical Investigation Center (CIC 1407), Hospices Civils de Lyon, Bron, France
| | - Etienne Javouhey
- Pediatric Intensive Care Unit, Hôpital Femme Mère Enfant, Hospices Civils de Lyon, Lyon, France
| | - Sylvie Pons
- Joint Research Unit, Hospices Civils de Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, France
| | - Sophie Trouillet-Assant
- Joint Research Unit, Hospices Civils de Lyon-bioMérieux, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, France
- CIRI-Centre International de Recherche en Infectiologie, Université Claude Bernard Lyon 1, Inserm, U1111, CNRS, UMR5308, ENS Lyon, Université Jean Monnet de Saint-Etienne, Lyon, France
| | - Yasemin Ozsurekci
- Department of Pediatric Infectious Diseases, Hacettepe University, Ankara, Turkey
| | - Yu Zhang
- Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Maria Cecilia Poli
- Faculty of Medicine, Clínica Alemana-Universidad del Desarrollo, Santiago, Chile
- Immunology and Rheumatology Unit, Hospital de Niños Dr. Roberto del Río, Santiago, Chile
| | - Valentina Discepolo
- Department of Translational Medical Sciences, University of Naples Federico II, Naples, Italy
- European Laboratory for the Investigation of Food Induced Diseases (ELFID), University of Naples Federico II, Naples, Italy
| | - Andrea Lo Vecchio
- Department of Translational Medical Sciences, University of Naples Federico II, Naples, Italy
| | - Bengü Sahin
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Murielle Verboom
- Hannover Medical School, Institute of Transfusion Medicine and Transplant Engineering, Hannover, Germany
| | - Michael Hallensleben
- Hannover Medical School, Institute of Transfusion Medicine and Transplant Engineering, Hannover, Germany
| | | | - Camila Astudillo
- Immunology and Rheumatology Unit, Hospital de Niños Dr. Roberto del Río, Santiago, Chile
| | - Yazmin Espinosa
- Immunology and Rheumatology Unit, Hospital de Niños Dr. Roberto del Río, Santiago, Chile
| | | | - Kerry Dobbs
- Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Ottavia M Delmonte
- Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Gina A Montealegre Sanchez
- Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Mary Magliocco
- Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Karyl Barron
- Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Jeffrey Danielson
- Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Lev Petrov
- Translational Immunology, Berlin Institute of Health (BIH) and Charité University Medicine, Berlin, Germany
| | - Nadine Unterwalder
- Department of Microbiology and Hygiene, Labor Berlin, Charité-Vivantes, Berlin, Germany
| | - Birgit Sawitzki
- Translational Immunology, Berlin Institute of Health (BIH) and Charité University Medicine, Berlin, Germany
| | - Mareen Matz
- Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Katrin Lehmann
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany
| | - Alexander Gratopp
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Horst von Bernuth
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany
- Department of Immunology, Labor Berlin, Charité-Vivantes, Berlin, Germany
- Berlin Institute of Health (BIH)-Center for Regenerative Therapies (B-CRT), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Lisa-Marie Burkhardt
- Berlin Center for Advanced Therapies, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Niklas Wiese
- Berlin Center for Advanced Therapies, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Lena Peter
- Berlin Institute of Health (BIH)-Center for Regenerative Therapies (B-CRT), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Michael Schmueck-Henneresse
- Berlin Institute of Health (BIH)-Center for Regenerative Therapies (B-CRT), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Leila Amini
- Berlin Institute of Health (BIH)-Center for Regenerative Therapies (B-CRT), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Center for Advanced Therapies, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Marcus Maurer
- Institute of Allergology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology (ITMP), Immunology and Allergology, Berlin, Germany
| | - Jobst Fridolin Roehmel
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany
- German Center for Lung Research (DZL), Berlin, Germany
| | - Benjamin E Gewurz
- Division of Infectious Disease, Brigham and Women's Hospital and Program in Virology, Harvard Medical School, Boston, MA, USA
- Center for Integrated Solutions for Infectious Diseases, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Lael M Yonker
- Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, MA, USA
- Department of Pediatrics, Division of Pulmonology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Mario Witkowski
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany
- Institute of Microbiology, Infectious Diseases and Immunology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Andrey Kruglov
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany
- A. N. Belozersky Institute of Physico-Chemical Biology, M. V. Lomonosov Moscow State University, Moscow, Russia
| | - Marcus Alexander Mall
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany
- German Center for Child and Adolescent Health (DZKJ), Berlin, Germany
- German Center for Lung Research (DZL), Berlin, Germany
| | - Helen C Su
- Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Seza Ozen
- Department of Pediatric Rheumatology, Hacettepe University, Ankara, Turkey
| | - Andreas Radbruch
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany
| | - Alexandre Belot
- National Reference Center for Rheumatic, Autoimmune and Systemic Diseases in Children (RAISE), Pediatric Nephrology, Rheumatology, Dermatology Unit, Hôpital Femme Mère Enfant, Hospices Civils de Lyon, Lyon, France
- Centre International de Recherche en Infectiologie, University of Lyon, Institut National de la Santé et de la Recherche Médicale, U1111, Université Claude Bernard, Lyon 1, Le Centre National de la Recherche Scientifique, Lyon, France
| | - Pawel Durek
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany
| | - Tilmann Kallinich
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany.
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
- Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany.
- Center for Chronically Sick Children, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
- German Center for Child and Adolescent Health (DZKJ), Berlin, Germany.
| | - Mir-Farzin Mashreghi
- German Rheumatology Research Center, a Leibniz-Institute (DRFZ), Berlin, Germany.
- German Center for Child and Adolescent Health (DZKJ), Berlin, Germany.
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9
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Khan R, Ji W, Guzman Rivera J, Madhvi A, Andrews T, Richlin B, Suarez C, Gaur S, Hasan UN, 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, Burns JC, 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. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2025; 214:vkaf006. [PMID: 40101747 PMCID: PMC11952872 DOI: 10.1093/jimmun/vkaf006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Accepted: 01/02/2025] [Indexed: 03/20/2025]
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 severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) exposure. To investigate innate immune functions, 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 fully convalescent children months after MIS-C recovery. When we investigated the genetic background of patients in relation to TLR responsiveness, we found that cells from MIS-C children carrying rare heterozygous variants of lysosomal trafficking regulator (LYST) were less refractory to TLR stimulation and exhibited lysosomal and mitochondrial abnormalities with altered energy metabolism. Moreover, these rare LYST variant heterozygous carriers tended to exhibit unfavorable clinical laboratory indicators of inflammation, including more profound lymphopenia. The results of our observational study have several implications. First, TLR hyporesponsiveness may be associated with hyperinflammation and/or excessive or prolonged stimulation with gut-originated TLR ligands. Second, TLR hyporesponsiveness during MIS-C may be protective, since LYST variant heterozygous carriers exhibited reduced TLR hyporesponsiveness and unfavorable clinical laboratory indicators of inflammation. Thus, links may exist between genetic background, ability to establish a refractory immune state, and MIS-C clinical spectrum. Third, the possibility exists that prolonged TLR hyporesponsiveness is one of the mechanisms driving long coronavirus disease (COVID), which highlights 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, United States
| | - Weizhen Ji
- Pediatric Genomics Discovery Program, Department of Pediatrics, Yale University School of Medicine, New Haven, CT, United States
| | - Jeisac Guzman Rivera
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ, United States
| | - Abhilasha Madhvi
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ, United States
| | - Tracy Andrews
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ, United States
| | - Benjamin Richlin
- Pediatric Clinical Research Center, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, United States
| | - Christian Suarez
- Pediatric Clinical Research Center, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, United States
| | - Sunanda Gaur
- Department of Pediatrics, Clinical Research Center, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, United States
| | - Uzma N Hasan
- Department of Pediatrics, Cooperman Barnabas Medical Center, Livingston, NJ, United States
| | - William Cuddy
- Maria Fareri Children’s Hospital, Valhalla, NY, United States
| | - Aalok R Singh
- Maria Fareri Children’s Hospital, Valhalla, NY, United States
- New York Medical College, Touro University, Valhalla, NY, United States
| | - Hulya Bukulmez
- Department of Pediatrics, Division of Rheumatology, MetroHealth System, Cleveland, OH, United States
| | - David Kaelber
- Department of Pediatrics, Division of Rheumatology, MetroHealth System, Cleveland, OH, United States
- Center for Clinical Informatics Research and Education, MetroHealth System, Cleveland, OH, United States
- Department of Internal Medicine, Pediatrics, and Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, United States
| | - Yukiko Kimura
- Hackensack University Medical Center, Hackensack Meridian School of Medicine, Nutley, NJ, United States
| | - Usha Ganapathi
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ, United States
| | - Ioannis E Michailidis
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ, United States
| | - Rahul Ukey
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ, United States
| | - Sandra Moroso-Fela
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, United States
| | - John K Kuster
- Pediatric Genomics Discovery Program, Department of Pediatrics, Yale University School of Medicine, New Haven, CT, United States
| | - Myriam Casseus
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, United States
| | - Jason Roy
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ, United States
| | - Jane C Burns
- Department of Pediatrics, University of California, San Diego, CA, United States
- Rady Children’s Hospital-San Diego, University of California, San Diego School of Medicine, San Diego, CA, United States
| | - Lawrence C Kleinman
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, United States
- Department of Global Urban Health, Rutgers School of Public Health, Piscataway, NJ, United States
| | - Daniel B Horton
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ, United States
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, United States
- Rutgers Center for Pharmacoepidemiology and Treatment Science, Institute for Health, Health Care Policy and Aging Research, New Brunswick, NJ, United States
| | - Saquib A Lakhani
- Pediatric Genomics Discovery Program, Department of Pediatrics, Yale University School of Medicine, New Haven, CT, United States
| | - Maria Laura Gennaro
- Public Health Research Institute, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ, United States
- Department of Medicine, Rutgers New Jersey Medical School, Rutgers Biomedical and Health Sciences, Newark, NJ, United States
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10
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Lohrmann F, Doenhardt M, Diffloth N, Jakob A, Hospach A, Schneider DT, Trotter A, Brunner J, Goretzki S, Arens S, Rank M, Mauer R, Armann J, Berner R, Hufnagel M. Severity of Pediatric Inflammatory Multisystem Syndrome Temporally Associated with SARS-CoV-2 Diminished During Successive Waves of the COVID-19 Pandemic: Data from a Nationwide German Survey. J Pediatr 2025; 278:114419. [PMID: 39603520 DOI: 10.1016/j.jpeds.2024.114419] [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] [Received: 08/03/2024] [Revised: 10/30/2024] [Accepted: 11/17/2024] [Indexed: 11/29/2024]
Abstract
OBJECTIVE To elucidate how the clinical presentation of Pediatric Inflammatory Multisystem Syndrome temporally associated with Severe Acute Respiratory Syndrome-related Coronavirus 2 (PIMS-TS) was influenced by the successive variants of concern (VOC) and patient age. STUDY DESIGN A nationwide PIMS-TS registry was established in Germany in May 2020, shortly after the first cases were described in the US and United Kingdom. The registry captured information on patient characteristics, clinical course, laboratory findings, imaging, and outcome. All pediatric hospitals in Germany, along with one in Austria, were invited to participate. Between March 18, 2020, and April 30, 2023, 920 cases were reported. RESULTS By examining a combination of data on clinical features, laboratory findings, treatment, imaging results, and outcomes, our analysis demonstrated disease severity to have continuously declined over the course of the Wildtype, Alpha, Delta, and Omicron waves. Based on clinical symptoms, laboratory and diagnostic findings, and intensive care unit admission rates, older children, irrespective of the related VOC, were shown to experience more severe, acute PIMS-TS; however, they had lower rates of coronary aneurysm. CONCLUSIONS During the course of COVID-19 pandemic, as each new VOC emerged, PIMS-TS lessened in severity. In parallel, older children came to experience more debilitating disease.
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Affiliation(s)
- Florens Lohrmann
- Division of Neonatology and Pediatric Intensive Care, Department for Pediatrics and Adolescent Medicine, University Medical Center, Medical Faculty, University of Freiburg, Freiburg, Germany; Division of Pediatric Infectious Diseases and Rheumatology, Department for Pediatrics and Adolescent Medicine, University Medical Center, Medical Faculty, University of Freiburg, Freiburg, Germany.
| | - Maren Doenhardt
- Division of Neonatology, Department of Pediatrics and Adolescent Medicine, Paracelsus Medical University, Salzburg, Austria
| | - Natalie Diffloth
- Department of Pediatrics, University Hospital, Medical Faculty Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - André Jakob
- Department of Pediatric Cardiology and Pediatric Intensive Care, Ludwig Maximilian's University of Munich, München, Germany
| | - Anton Hospach
- Department of Pediatrics, Olga-Hospital, Stuttgart, Germany
| | | | - Andreas Trotter
- Children's Hospital and Center for Perinatal Medicine, Singen, Germany
| | - Jürgen Brunner
- Department of Pediatrics, Innsbruck Medical University, Innsbruck, Austria; Faculty of Medicine and Dentistry, Danube Private University, Innsbruck, Austria
| | - Sarah Goretzki
- Department of Pediatrics I, Neonatology, Pediatric Intensive Care, Pediatric Infectiology, Pediatric Neurology, University of Duisburg-Essen, Essen, Germany
| | - Stefan Arens
- Children's Hospital Auf der Bult, Hannover, Germany
| | - Michael Rank
- Institute for Medical Informatics and Biometry, Medical Faculty Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - René Mauer
- Institute for Medical Informatics and Biometry, Medical Faculty Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Jakob Armann
- Department of Pediatrics, University Hospital, Medical Faculty Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Reinhard Berner
- Department of Pediatrics, University Hospital, Medical Faculty Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Markus Hufnagel
- Division of Pediatric Infectious Diseases and Rheumatology, Department for Pediatrics and Adolescent Medicine, University Medical Center, Medical Faculty, University of Freiburg, Freiburg, Germany
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11
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Nolan S, Vignali M, Klinger M, Dines JN, Kaplan IM, Svejnoha E, Craft T, Boland K, Pesesky MW, Gittelman RM, Snyder TM, Gooley CJ, Semprini S, Cerchione C, Nicolini F, Mazza M, Delmonte OM, Dobbs K, Carreño-Tarragona G, Barrio S, Sambri V, Martinelli G, Goldman JD, Heath JR, Notarangelo LD, Martinez-Lopez J, Howie B, Carlson JM, Robins HS. A large-scale database of T-cell receptor beta sequences and binding associations from natural and synthetic exposure to SARS-CoV-2. Front Immunol 2025; 16:1488851. [PMID: 40034696 PMCID: PMC11873104 DOI: 10.3389/fimmu.2025.1488851] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Accepted: 01/23/2025] [Indexed: 03/05/2025] Open
Abstract
We describe the establishment and current content of the ImmuneCODE™ database, which includes hundreds of millions of T-cell Receptor (TCR) sequences from over 1,400 subjects exposed to or infected with the SARS-CoV-2 virus, as well as over 160,000 high-confidence SARS-CoV-2-associated TCRs. This database is made freely available, and the data contained in it can be used to assist with global efforts to understand the immune response to the SARS-CoV-2 virus and develop new interventions.
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MESH Headings
- Humans
- SARS-CoV-2/immunology
- COVID-19/immunology
- Receptors, Antigen, T-Cell, alpha-beta/immunology
- Receptors, Antigen, T-Cell, alpha-beta/genetics
- Receptors, Antigen, T-Cell, alpha-beta/metabolism
- Databases, Genetic
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Affiliation(s)
- Sean Nolan
- Adaptive Biotechnologies, Seattle, WA, United States
| | | | - Mark Klinger
- Adaptive Biotechnologies, Seattle, WA, United States
| | | | - Ian M. Kaplan
- Adaptive Biotechnologies, Seattle, WA, United States
| | | | - Tracy Craft
- Adaptive Biotechnologies, Seattle, WA, United States
| | - Katie Boland
- Adaptive Biotechnologies, Seattle, WA, United States
| | | | | | | | | | - Simona Semprini
- Unit of Microbiology - The Great Romagna Hub Laboratory, Pievesestina ITALY and DIMES, University of Bologna, Bologna, Italy
| | - Claudio Cerchione
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Meldola, Italy
| | - Fabio Nicolini
- Immunotherapy, Cell Therapy and Biobank (ITCB), IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Meldola, Italy
| | - Massimiliano Mazza
- Immunotherapy, Cell Therapy and Biobank (ITCB), IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Meldola, Italy
| | - Ottavia M. Delmonte
- Immune Deficiency Genetics Section, Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Kerry Dobbs
- Immune Deficiency Genetics Section, Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | | | - Santiago Barrio
- Hematology Department, Hospital 12 de Octubre, i+12, CNIO, Complutense University, Madrid, Spain
| | - Vittorio Sambri
- Unit of Microbiology - The Great Romagna Hub Laboratory, Pievesestina ITALY and DIMES, University of Bologna, Bologna, Italy
| | - Giovanni Martinelli
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Meldola, Italy
| | - Jason D. Goldman
- Swedish Medical Center, Seattle, WA, United States
- Division of Allergy and Infectious Diseases, University of Washington, Seattle, WA, United States
| | - James R. Heath
- Institute for Systems Biology, Seattle, WA, United States
| | - Luigi D. Notarangelo
- Immune Deficiency Genetics Section, Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Joaquin Martinez-Lopez
- Hematology Department, Hospital 12 de Octubre, i+12, CNIO, Complutense University, Madrid, Spain
| | - Bryan Howie
- Adaptive Biotechnologies, Seattle, WA, United States
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12
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Goel AR, Yalcindag A. An Update on Multi-System Inflammatory Syndrome in Children. Curr Rheumatol Rep 2025; 27:16. [PMID: 39883190 DOI: 10.1007/s11926-025-01182-z] [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] [Accepted: 01/15/2025] [Indexed: 01/31/2025]
Abstract
PURPOSE To summarize the latest research on the epidemiology, pathogenesis, diagnosis, and treatment of multisystem inflammatory syndrome in children (MIS-C). RECENT FINDINGS The epidemiology of MIS-C has been dynamic since its initial description. The pathogenesis remains poorly understood. Case definitions of MIS-C have evolved over time, and practice patterns for treating MIS-C are variable with generally positive long-term outcomes yet persistent changes noted. MIS-C has become less prevalent and less severe over time, yet racial and ethnic disparities persist, and vaccination against COVID-19 is highly effective in preventing this disease. The link between acute infection and subsequent inflammation is not well understood, with growing evidence describing its immunologic signature. Newer case definitions require excluding other inflammatory conditions, including Kawasaki Disease (KD), before diagnosing MIS-C. Corticosteroid monotherapy may be non-inferior to IVIg alone or combination IVIg plus corticosteroids for initial treatment, distinguishing the approaches to MIS-C and KD. A wide range of biologic therapies have been employed for rescue therapy with general success and no clear benefit of one over another. Despite reports of a high rate of coronary artery abnormality regression and resolution of heart failure, long-term studies suggest persistent changes to cardiac function. The long-term effects of MIS-C continue to be active areas of research.
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Affiliation(s)
- Anurag Ratan Goel
- Department of Internal Medicine, The Warren Alpert Medical School of Brown University, Providence, RI, USA
- Department of Pediatrics, The Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Ali Yalcindag
- Division of Rheumatology, Department of Pediatrics, The Warren Alpert Medical School of Brown University, 593 Eddy Street, Providence, RI, 02903, USA.
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13
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Kholaiq H, Abdelmoumen Y, Moundir A, El Kettani A, Ailal F, Benhsaien I, Adnane F, Drissi Bourhanbour A, Amenzoui N, El Bakkouri J, Bousfiha AA. Human genetic and immunological determinants of SARS-CoV-2 infection and multisystem inflammatory syndrome in children. Clin Exp Immunol 2025; 219:uxae062. [PMID: 39028583 PMCID: PMC11771195 DOI: 10.1093/cei/uxae062] [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: 02/27/2024] [Revised: 05/23/2024] [Accepted: 07/17/2024] [Indexed: 07/21/2024] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) induces pneumonia and acute respiratory failure in coronavirus disease 2019 (COVID-19) patients with inborn errors of immunity to type I interferon (IFN-I). The impact of SARS-CoV-2 infection varies widely, ranging from mild respiratory symptoms to life-threatening illness and organ failure, with a higher incidence in men than in women. Approximately 3-5% of critical COVID-19 patients under 60 and a smaller percentage of elderly patients exhibit genetic defects in IFN-I production, including X-chromosome-linked TLR7 and autosomal TLR3 deficiencies. Around 15-20% of cases over 70 years old, and a smaller percentage of younger patients, present with preexisting autoantibodies neutralizing type I interferons. Additionally, innate errors affecting the control of the response to type I interferon have been associated with pediatric multisystem inflammatory syndrome (MIS-C). Several studies have described rare errors of immunity, such as XIAP deficiency, CYBB, SOCS1, OAS1/2, and RNASEL, as underlying factors in MIS-C susceptibility. However, further investigations in expanded patient cohorts are needed to validate these findings and pave the way for new genetic approaches to MIS-C. This review aims to present recent evidence from the scientific literature on genetic and immunological abnormalities predisposing individuals to critical SARS-CoV-2 infection through IFN-I. We will also discuss multisystem inflammatory syndrome in children (MIS-C). Understanding the immunological mechanisms and pathogenesis of severe COVID-19 may inform personalized patient care and population protection strategies against future serious viral infections.
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Affiliation(s)
- Halima Kholaiq
- Laboratory of Clinical Immunology, Inflammation and Allergies (LICIA), Faculty of Medicine and Pharmacy, Hassan II University, Casablanca, Morocco
| | - Yousra Abdelmoumen
- Laboratory of Clinical Immunology, Inflammation and Allergies (LICIA), Faculty of Medicine and Pharmacy, Hassan II University, Casablanca, Morocco
| | - Abderrahmane Moundir
- Laboratory of Clinical Immunology, Inflammation and Allergies (LICIA), Faculty of Medicine and Pharmacy, Hassan II University, Casablanca, Morocco
| | - Assiya El Kettani
- Laboratory of Clinical Immunology, Inflammation and Allergies (LICIA), Faculty of Medicine and Pharmacy, Hassan II University, Casablanca, Morocco
- Laboratory of Bacteriology, Virology and Hospital Hygiene, Ibn Rochd University Hospital, Casablanca, Morocco
- Laboratory of Bacteriology and Virology, Faculty of Medicine and Pharmacy, Hassan II University, Casablanca, Morocco
| | - Fatima Ailal
- Laboratory of Clinical Immunology, Inflammation and Allergies (LICIA), Faculty of Medicine and Pharmacy, Hassan II University, Casablanca, Morocco
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Hospital, Ibn Rochd University Hospital, Casablanca, Morocco
| | - Ibtihal Benhsaien
- Laboratory of Clinical Immunology, Inflammation and Allergies (LICIA), Faculty of Medicine and Pharmacy, Hassan II University, Casablanca, Morocco
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Hospital, Ibn Rochd University Hospital, Casablanca, Morocco
| | - Fatima Adnane
- Laboratory of Clinical Immunology, Inflammation and Allergies (LICIA), Faculty of Medicine and Pharmacy, Hassan II University, Casablanca, Morocco
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Hospital, Ibn Rochd University Hospital, Casablanca, Morocco
| | - Asmaa Drissi Bourhanbour
- Laboratory of Clinical Immunology, Inflammation and Allergies (LICIA), Faculty of Medicine and Pharmacy, Hassan II University, Casablanca, Morocco
- Immunology Laboratory, Ibn Rochd University Hospital, Casablanca, Morocco
| | - Naima Amenzoui
- Laboratory of Clinical Immunology, Inflammation and Allergies (LICIA), Faculty of Medicine and Pharmacy, Hassan II University, Casablanca, Morocco
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Hospital, Ibn Rochd University Hospital, Casablanca, Morocco
| | - Jalila El Bakkouri
- Laboratory of Clinical Immunology, Inflammation and Allergies (LICIA), Faculty of Medicine and Pharmacy, Hassan II University, Casablanca, Morocco
- Immunology Laboratory, Ibn Rochd University Hospital, Casablanca, Morocco
- Mohammed VI University of Health Sciences (UM6SS), Casablanca, Morocco
| | - Ahmed Aziz Bousfiha
- Laboratory of Clinical Immunology, Inflammation and Allergies (LICIA), Faculty of Medicine and Pharmacy, Hassan II University, Casablanca, Morocco
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Hospital, Ibn Rochd University Hospital, Casablanca, Morocco
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14
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Bosticardo M, Dobbs K, Delmonte OM, Martins AJ, Pala F, Kawai T, Kenney H, Magro G, Rosen LB, Yamazaki Y, Yu HH, Calzoni E, Lee YN, Liu C, Stoddard J, Niemela J, Fink D, Castagnoli R, Ramba M, Cheng A, Riley D, Oikonomou V, Shaw E, Belaid B, Keles S, Al-Herz W, Cancrini C, Cifaldi C, Baris S, Sharapova S, Schuetz C, Gennery AR, Freeman AF, Somech R, Choo S, Giliani SC, Güngör T, Drozdov D, Meyts I, Moshous D, Neven B, Abraham RS, El-Marsafy A, Kanariou M, King A, Licciardi F, Cruz-Muñoz ME, Palma P, Poli C, Adeli M, Algeri M, Alroqi FJ, Bastard P, Bergerson JRE, Booth C, Brett A, Burns SO, Butte MJ, Padem N, de la Morena M, Dbaibo G, de Ravin SS, Dimitrova D, Djidjik R, Dorna MB, Dutmer CM, Elfeky R, Facchetti F, Fuleihan RL, Geha RS, Gonzalez-Granado LI, Haljasmägi L, Ale H, Hayward A, Hifanova AM, Ip W, Kaplan B, Kapoor N, Karakoc-Aydiner E, Kärner J, Keller MD, Dávila Saldaña BJ, Kiykim A, Kuijpers TW, Kuznetsova EE, Latysheva EA, Leiding JW, Locatelli F, Alva-Lozada G, McCusker C, Celmeli F, Morsheimer M, Ozen A, Parvaneh N, Pasic S, Plebani A, Preece K, Prockop S, Sakovich IS, Starkova EE, et alBosticardo M, Dobbs K, Delmonte OM, Martins AJ, Pala F, Kawai T, Kenney H, Magro G, Rosen LB, Yamazaki Y, Yu HH, Calzoni E, Lee YN, Liu C, Stoddard J, Niemela J, Fink D, Castagnoli R, Ramba M, Cheng A, Riley D, Oikonomou V, Shaw E, Belaid B, Keles S, Al-Herz W, Cancrini C, Cifaldi C, Baris S, Sharapova S, Schuetz C, Gennery AR, Freeman AF, Somech R, Choo S, Giliani SC, Güngör T, Drozdov D, Meyts I, Moshous D, Neven B, Abraham RS, El-Marsafy A, Kanariou M, King A, Licciardi F, Cruz-Muñoz ME, Palma P, Poli C, Adeli M, Algeri M, Alroqi FJ, Bastard P, Bergerson JRE, Booth C, Brett A, Burns SO, Butte MJ, Padem N, de la Morena M, Dbaibo G, de Ravin SS, Dimitrova D, Djidjik R, Dorna MB, Dutmer CM, Elfeky R, Facchetti F, Fuleihan RL, Geha RS, Gonzalez-Granado LI, Haljasmägi L, Ale H, Hayward A, Hifanova AM, Ip W, Kaplan B, Kapoor N, Karakoc-Aydiner E, Kärner J, Keller MD, Dávila Saldaña BJ, Kiykim A, Kuijpers TW, Kuznetsova EE, Latysheva EA, Leiding JW, Locatelli F, Alva-Lozada G, McCusker C, Celmeli F, Morsheimer M, Ozen A, Parvaneh N, Pasic S, Plebani A, Preece K, Prockop S, Sakovich IS, Starkova EE, Torgerson T, Verbsky J, Walter JE, Ward B, Wisner EL, Draper D, Myint-Hpu K, Truong PM, Lionakis MS, Similuk MB, Walkiewicz MA, Klion A, Holland SM, Oguz C, Bogunovic D, Kisand K, Su HC, Tsang JS, Kuhns D, Villa A, Rosenzweig SD, Pittaluga S, Notarangelo LD. Multiomics dissection of human RAG deficiency reveals distinctive patterns of immune dysregulation but a common inflammatory signature. Sci Immunol 2025; 10:eadq1697. [PMID: 39792639 DOI: 10.1126/sciimmunol.adq1697] [Show More Authors] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 12/12/2024] [Indexed: 01/30/2025]
Abstract
Human recombination-activating gene (RAG) deficiency can manifest with distinct clinical and immunological phenotypes. By applying a multiomics approach to a large group of RAG-mutated patients, we aimed at characterizing the immunopathology associated with each phenotype. Although defective T and B cell development is common to all phenotypes, patients with hypomorphic RAG variants can generate T and B cells with signatures of immune dysregulation and produce autoantibodies to a broad range of self-antigens, including type I interferons. T helper 2 (TH2) cell skewing and a prominent inflammatory signature characterize Omenn syndrome, whereas more hypomorphic forms of RAG deficiency are associated with a type 1 immune profile both in blood and tissues. We used cellular indexing of transcriptomes and epitopes by sequencing (CITE-seq) analysis to define the cell lineage-specific contribution to the immunopathology of the distinct RAG phenotypes. These insights may help improve the diagnosis and clinical management of the various forms of the disease.
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Affiliation(s)
- Marita Bosticardo
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Kerry Dobbs
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Ottavia M Delmonte
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Andrew J Martins
- Multiscale Systems Biology Section, Laboratory of Immune System Biology, NIAID, NIH, Bethesda, MD, USA
| | - Francesca Pala
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Tomoki Kawai
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Heather Kenney
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Gloria Magro
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Lindsey B Rosen
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Yasuhiro Yamazaki
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Hsin-Hui Yu
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
- Department of Pediatrics, National Taiwan University Children's Hospital, Taipei, Taiwan
| | - Enrica Calzoni
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Yu Nee Lee
- Pediatric Department A and the Immunology Service, Jeffrey Modell Foundation Center, Edmond and Lily Safra Children's Hospital, Sheba Medical Center, 52621 Tel HaShomer, Israel
| | - Can Liu
- Multiscale Systems Biology Section, Laboratory of Immune System Biology, NIAID, NIH, Bethesda, MD, USA
| | - Jennifer Stoddard
- Immunology Service, Department of Laboratory Medicine, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Julie Niemela
- Immunology Service, Department of Laboratory Medicine, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Danielle Fink
- Neutrophil Monitoring Laboratory, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Riccardo Castagnoli
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Meredith Ramba
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - Aristine Cheng
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Deanna Riley
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Vasileios Oikonomou
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Elana Shaw
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Brahim Belaid
- Department of Medical Immunology, Beni Messous University Hospital Center, Faculty of Pharmacy, University of Algiers, Algiers, Algeria
| | - Sevgi Keles
- Division of Pediatric Allergy and Immunology, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Waleed Al-Herz
- Department of Pediatrics, College of Medicine, Kuwait University, Safat, Kuwait City, Kuwait
- Allergy and Clinical Immunology Unit, Pediatric Department, Al-Sabah Hospital, Kuwait City, Kuwait
| | - Caterina Cancrini
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
- Research Unit of Primary Immunodeficiencies, Academic Department of Pediatrics, Bambino Gesu' Children's Hospital, Scientific Institute for Research and Heathcare (IRCCS), Rome, Italy
| | - Cristina Cifaldi
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Safa Baris
- Faculty of Medicine, Division of Pediatric Allergy and Immunology, Marmara University, Istanbul, Turkey
- Isil Berat Barlan Center for Translational Medicine, Istanbul Jeffrey Modell Foundation Diagnostic Center for Primary Immune Deficiencies, Istanbul, Turkey
| | - Svetlana Sharapova
- Belarusian Research Center for Pediatric Oncology, Hematology and Immunology, Minsk, Belarus
| | - Catharina Schuetz
- Department of Paediatrics, Universitätsklinikum Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Andrew R Gennery
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Alexandra F Freeman
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Raz Somech
- Pediatric Department A and the Immunology Service, Jeffrey Modell Foundation Center, Edmond and Lily Safra Children's Hospital, Sheba Medical Center, 52621 Tel HaShomer, Israel
| | - Sharon Choo
- Department of Allergy and Immunology, Royal Children's Hospital, Melbourne, VIC, Australia
| | - Silvia C Giliani
- Angelo Nocivelli Institute for Molecular Medicine, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
- Laboratory Department, Spedali Civili, Brescia, Italy
- National Center for Gene Therapy and Drugs based on RNA Technology, CN3, Brescia, Italy
| | - Tayfun Güngör
- Division of Hematology/Oncology/Immunology, Gene-Therapy, and Stem Cell Transplantation, University Children's Hospital Zürich, Zürich, Switzerland
- Eleonore Foundation & Children's Research Center (CRC), Zürich, Switzerland
| | - Daniel Drozdov
- Division of Hematology/Oncology/Immunology, Gene-Therapy, and Stem Cell Transplantation, University Children's Hospital Zürich, Zürich, Switzerland
- Eleonore Foundation & Children's Research Center (CRC), Zürich, Switzerland
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, Kantonsspital Aarau, Aarau, Switzerland
| | - Isabelle Meyts
- Department of Immunology and Microbiology, Inborn Errors of Immunity, KU Leuven, Leuven, Belgium
- University Hospitals Leuven and ERN-RITA Core Center, Leuven, Belgium
| | - Despina Moshous
- Hôpital Necker Enfants Malades, Assistance Publique-Hôpitaux de Paris, Université Paris Cité, Paris, France
- Institut Imagine, Université Paris Cité, Paris, France
| | - Benedicte Neven
- Hôpital Necker Enfants Malades, Assistance Publique-Hôpitaux de Paris, Université Paris Cité, Paris, France
- Institut Imagine, Université Paris Cité, Paris, France
| | - Roshini S Abraham
- Department of Pathology and Laboratory Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Aisha El-Marsafy
- Department of Pediatrics, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Maria Kanariou
- Department of Immunology-Histocompatibility, Specialized & Referral Center for Primary Immunodeficiencies-Paediatric Immunology, "Aghia Sophia" Children's Hospital, Athens, Greece
| | - Alejandra King
- Departamento de Pediatría, Hospital Luis Calvo Mackenna, Santiago, Chile
| | - Francesco Licciardi
- Immuno-reumatologia, Pediatria Specialistica Universitaria, Ospedale Infantile Regina Margherita, Torino, Italy
| | - Mario E Cruz-Muñoz
- Facultad de Medicina, Universidad Autónoma del Estado de Morelos, Cuernavaca, Morelos, Mexico
| | - Paolo Palma
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
- Clinical Immunology and Vaccinology Unit, Children's Hospital "Bambino Gesu," Rome, Italy
| | - Cecilia Poli
- Faculty of Medicine, Clínica Alemana Universidad del Desarrollo Roberto del Rio, Santiago, Chile
| | - Mehdi Adeli
- Department of Immunology, Sidra Medicine, Ar-Rayyan, Qatar
| | - Mattia Algeri
- Department of Hematology/Oncology, Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
- Catholic University of the Sacred Heart, Rome, Italy
| | - Fayhan J Alroqi
- King Abdullah International Medical Research Center, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Paul Bastard
- Pediatric Hematology-Immunology and Rheumatology Unit, Necker Hospital for Sick Children, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, Paris, France
| | - Jenna R E Bergerson
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Claire Booth
- Molecular and Cellular Immunology, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Ana Brett
- Hospital Pediátrico, Unidade Local de Saúde de Coimbra, Coimbra, Portugal
- Clínica Universitária de Pediatria, Faculdade de Medicina, Universidade de Coimbra, Coimbra, Portugal
| | - Siobhan O Burns
- Institute of Immunity and Transplantation, University College London, London, UK
- Department of Immunology, Royal Free London NHS Foundation Trust, London, UK
| | - Manish J Butte
- Department of Pediatrics, Division of Immunology, Allergy, and Rheumatology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Nurcicek Padem
- Division of Pediatric Pulmonology, Allergy-Immunology and Sleep Medicine, Riley Hospital for Children/Indiana University, Indianapolis, IN, USA
| | - M de la Morena
- Division of Immunology, Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, WA, USA
| | - Ghassan Dbaibo
- Department of Pediatrics and Adolescent Medicine, Faculty of Medicine, American University of Beirut Medical Center, Beirut, Lebanon
- Center for Infectious Diseases Research (CIDR) and WHO Collaborating Center for Reference and Research on Bacterial Pathogens, American University of Beirut, Beirut, Lebanon
| | - Suk See de Ravin
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Dimana Dimitrova
- Experimental Transplantation and Immunotherapy Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Reda Djidjik
- Department of Medical Immunology, Beni Messous University Hospital Center, Faculty of Pharmacy, University of Algiers, Algiers, Algeria
| | - Mayra B Dorna
- Division of Allergy and Immunology, Department of Pediatrics, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Cullen M Dutmer
- Allergy and Immunology Section, Children's Hospital Colorado and University of Colorado School of Medicine, Aurora, CO, USA
| | - Reem Elfeky
- Department of Clinical Immunology, Royal Free Hospital, London, UK
| | - Fabio Facchetti
- Section of Pathology, Department of Molecular and Translational Medicine, University of Brescia, Spedali Civili di Brescia, Brescia, Italy
| | - Ramsay L Fuleihan
- Division of Allergy & Immunology, Columbia University Irving Medical Center, New York, NY, USA
| | - Raif S Geha
- Division of Immunology, Boston Children's Hospital, Boston, MA, USA
| | - Luis I Gonzalez-Granado
- Primary Immunodeficiency Unit, Pediatrics, Hospital 12 Octubre, Madrid, Spain
- Instituto de Investigation Hospital 12 Octubre (imas12), Madrid, Spain
- School of Medicine Complutense University, Madrid, Spain
| | - Liis Haljasmägi
- Institute of Biomedicine and Translational Medicine, University of Tartu, Tartu, Estonia
| | - Hanadys Ale
- Division of Immunology, Allergy and Rheumatology, Joe DiMaggio Children's Hospital, Memorial Healthcare System, Hollywood, FL, USA
- Florida International University Herbert Wertheim College of Medicine, Miami, FL, USA
| | - Anthony Hayward
- Division of Infectious Diseases, Department of Pediatrics, Brown University and Rhode Island Hospital, Providence, RI, USA
| | - Anna M Hifanova
- Department of Pediatric Infectious Diseases and Pediatric Immunology, Shupyk National Healthcare University of Ukraine, Kiev, Ukraine
| | - Winnie Ip
- Molecular and Cellular Immunology, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Blanka Kaplan
- Division of Allergy, Asthma and Immunology, Cohen Children's Medical Center, Northwell Health, New Hyde Park, NY, USA
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Neena Kapoor
- Children's Hospital of Los Angeles, Los Angeles, CA, USA
| | - Elif Karakoc-Aydiner
- Faculty of Medicine, Division of Pediatric Allergy and Immunology, Marmara University, Istanbul, Turkey
- Isil Berat Barlan Center for Translational Medicine, Istanbul Jeffrey Modell Foundation Diagnostic Center for Primary Immune Deficiencies, Istanbul, Turkey
| | - Jaanika Kärner
- Institute of Biomedicine and Translational Medicine, University of Tartu, Tartu, Estonia
| | - Michael D Keller
- Division of Allergy and Immunology, Children's National Hospital, Washington, DC, USA
| | | | - Ayça Kiykim
- Division of Pediatric Allergy and Immunology, Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Taco W Kuijpers
- Department of Pediatric Immunology, Amsterdam UMC Locatie AMC, Amsterdam, Netherlands
| | | | - Elena A Latysheva
- Immunopathology Department, NRC Institute of Immunology FMBA, Pigorov Russian National Research Medical University, Moscow, Russia
| | - Jennifer W Leiding
- Division of Allergy and Immunology, Department of Pediatrics, Johns Hopkins University, Baltimore, MD, USA
- Institute for Clinical and Translational Research, Johns Hopkins All Children's Hospital, St. Petersburg, FL, USA
- Cancer and Blood Disorders Institute, Johns Hopkins All Children's Hospital, St. Petersburg, FL, USA
| | - Franco Locatelli
- Department of Hematology/Oncology, Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
- Catholic University of the Sacred Heart, Rome, Italy
| | - Guisela Alva-Lozada
- Allergy and Immunology Division Hospital Nacional Edgardo Rebagliati Martins, Lima, Peru
| | - Christine McCusker
- Division of Allergy and Clinical Immunology, Department of Pediatrics, Montreal Children's Hospital, McGill University Health Centre, Montreal, QC, Canada
| | - Fatih Celmeli
- Immunology and Allergy Diseases, Saglık Bilimleri University, Antalya Training and Research Hospital Pediatric, Antalya, Turkey
| | - Megan Morsheimer
- Division of Allergy, Immunology and Transplantation, National Institutes of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Ahmet Ozen
- Faculty of Medicine, Division of Pediatric Allergy and Immunology, Marmara University, Istanbul, Turkey
- Isil Berat Barlan Center for Translational Medicine, Istanbul Jeffrey Modell Foundation Diagnostic Center for Primary Immune Deficiencies, Istanbul, Turkey
| | - Nima Parvaneh
- Infectious Disease Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Srdjan Pasic
- Department of Pediatric Immunology, Mother and Child Health Institute, Medical Faculty, University of Belgrade, Belgrade, Serbia
| | | | - Kahn Preece
- Department of Immunology, John Hunter Children's Hospital, Newcastle, NSW, Australia
| | - Susan Prockop
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Inga S Sakovich
- Belarusian Research Center for Pediatric Oncology, Hematology and Immunology, Minsk, Belarus
| | - Elena E Starkova
- Clinical Department, Regional Clinical Hospital No. 2, Orenburg, Russia
| | | | - James Verbsky
- Division of Rheumatology, Department of Pediatrics, Medical College of Wisconsin and Children's Wisconsin, Milwaukee, WI, USA
| | - Jolan E Walter
- Division of Pediatric Allergy/Immunology, University of South Florida at Johns Hopkins All Children's Hospital, St. Petersburg, FL, USA
| | - Brant Ward
- Division of Rheumatology, Allergy and Immunology, Virginia Commonwealth University, Richmond, VA, USA
| | - Elizabeth L Wisner
- Division of Allergy Immunology, Department of Pediatrics, Louisiana State University Health Sciences Center New Orleans, New Orleans, LA, USA
| | - Deborah Draper
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Katherine Myint-Hpu
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Pooi M Truong
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Michail S Lionakis
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Morgan B Similuk
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Magdalena A Walkiewicz
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Amy Klion
- Laboratory of Parasitic Diseases, NIAID, NIH, Bethesda, MD, USA
| | - Steven M Holland
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Cihan Oguz
- Integrated Data Sciences Section, Research Technologies Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Dusan Bogunovic
- Center for Genetic Errors of Immunity, Columbia University Medical Center, New York City, NY, USA
| | - Kai Kisand
- Institute of Biomedicine and Translational Medicine, University of Tartu, Tartu, Estonia
| | - Helen C Su
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - John S Tsang
- Multiscale Systems Biology Section, Laboratory of Immune System Biology, NIAID, NIH, Bethesda, MD, USA
| | - Douglas Kuhns
- Neutrophil Monitoring Laboratory, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Anna Villa
- Milan Unit, Istituto di Ricerca Genetica e Biomedica, Consiglio Nazionale delle Ricerche, Milan, Italy
- San Raffaele-Telethon Institute for Gene Therapy (SR-Tiget), IRCSS San Raffaele Scientific Institute, Milan 20132, Italy
| | - Sergio D Rosenzweig
- Immunology Service, Department of Laboratory Medicine, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Stefania Pittaluga
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Luigi D Notarangelo
- Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
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15
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Bellos E, Santillo D, Vantourout P, Jackson HR, Duret A, Hearn H, Seeleuthner Y, Talouarn E, Hodeib S, Patel H, Powell O, Yeoh S, Mustafa S, Habgood-Coote D, Nichols S, Estramiana Elorrieta L, D’Souza G, Wright VJ, Estrada-Rivadeneyra D, Tremoulet AH, Dummer KB, Netea SA, Condino-Neto A, Lau YL, Núñez Cuadros E, Toubiana J, Holanda Pena M, Rieux-Laucat F, Luyt CE, Haerynck F, Mège JL, Chakravorty S, Haddad E, Morin MP, Metin Akcan Ö, Keles S, Emiroglu M, Alkan G, Tüter Öz SK, Elmas Bozdemir S, Morelle G, Volokha A, Kendir-Demirkol Y, Sözeri B, Coskuner T, Yahsi A, Gulhan B, Kanik-Yuksek S, Bayhan GI, Ozkaya-Parlakay A, Yesilbas O, Hatipoglu N, Ozcelik T, Belot A, Chopin E, Barlogis V, Sevketoglu E, Menentoglu E, Gayretli Aydin ZG, Bloomfield M, AlKhater SA, Cyrus C, Stepanovskiy Y, Bondarenko A, Öz FN, Polat M, Fremuth J, Lebl J, Geraldo A, Jouanguy E, Carter MJ, Wellman P, Peters M, Pérez de Diego R, Edwards LA, Chiu C, Noursadeghi M, Bolze A, Shimizu C, Kaforou M, Hamilton MS, Herberg JA, Schmitt EG, Rodriguez-Palmero A, Pujol A, Kim J, Cobat A, Abel L, Zhang SY, Casanova JL, Kuijpers TW, Burns JC, Levin M, Hayday AC, Sancho-Shimizu V. Heterozygous BTNL8 variants in individuals with multisystem inflammatory syndrome in children (MIS-C). J Exp Med 2024; 221:e920240699. [PMID: 39576310 PMCID: PMC11586762 DOI: 10.1084/jem.20240699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 08/27/2024] [Accepted: 09/27/2024] [Indexed: 11/24/2024] Open
Abstract
Multisystem inflammatory syndrome in children (MIS-C) is a rare condition following SARS-CoV-2 infection associated with intestinal manifestations. Genetic predisposition, including inborn errors of the OAS-RNAseL pathway, has been reported. We sequenced 154 MIS-C patients and utilized a novel statistical framework of gene burden analysis, "burdenMC," which identified an enrichment for rare predicted-deleterious variants in BTNL8 (OR = 4.2, 95% CI: 3.5-5.3, P < 10-6). BTNL8 encodes an intestinal epithelial regulator of Vγ4+γδ T cells implicated in regulating gut homeostasis. Enrichment was exclusive to MIS-C, being absent in patients with COVID-19 or bacterial disease. Using an available functional test for BTNL8, rare variants from a larger cohort of MIS-C patients (n = 835) were tested which identified eight variants in 18 patients (2.2%) with impaired engagement of Vγ4+γδ T cells. Most of these variants were in the B30.2 domain of BTNL8 implicated in sensing epithelial cell status. These findings were associated with altered intestinal permeability, suggesting a possible link between disrupted gut homeostasis and MIS-C-associated enteropathy triggered by SARS-CoV-2.
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Affiliation(s)
- Evangelos Bellos
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Faculty of Medicine, Imperial College London, London, UK
| | - Dilys Santillo
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Faculty of Medicine, Imperial College London, London, UK
- Section of Virology, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Pierre Vantourout
- Peter Gorer Department of Immunobiology, School of Immunology & Microbial Sciences, King’s College London, London, UK
- Immunosurveillance Laboratory, The Francis Crick Institute, London, UK
| | - Heather R. Jackson
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Amedine Duret
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Henry Hearn
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Faculty of Medicine, Imperial College London, London, UK
| | - Yoann Seeleuthner
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, Paris, France
- Imagine Institute, Université Paris Cité, Paris, France
| | - Estelle Talouarn
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, Paris, France
- Imagine Institute, Université Paris Cité, Paris, France
| | - Stephanie Hodeib
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Faculty of Medicine, Imperial College London, London, UK
- Section of Virology, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Harsita Patel
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Oliver Powell
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Sophya Yeoh
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Sobia Mustafa
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Dominic Habgood-Coote
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Samuel Nichols
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Leire Estramiana Elorrieta
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Giselle D’Souza
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Victoria J. Wright
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Diego Estrada-Rivadeneyra
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Adriana H. Tremoulet
- Department of Pediatrics, Kawasaki Disease Research Center, University of California San Diego, La Jolla, CA, USA
- Rady Children’s Hospital-San Diego, San Diego, CA, USA
| | - Kirsten B. Dummer
- Department of Pediatrics, Kawasaki Disease Research Center, University of California San Diego, La Jolla, CA, USA
- Rady Children’s Hospital-San Diego, San Diego, CA, USA
| | - Stejara A. Netea
- Department of Pediatric Immunology, Rheumatology and Infectious Disease, Emma Children’s Hospital, Amsterdam University Medical Center (AmsterdamUMC), University of Amsterdam, Amsterdam, The Netherlands
| | - Antonio Condino-Neto
- Department of Immunology, Institute of Biomedical Sciences, University of Sao Paulo, Sao Paulo, Brazil
| | - Yu Lung Lau
- Department of Paediatrics and Adolescent Medicine, LKS Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Esmeralda Núñez Cuadros
- Department of Pediatrics, Regional University Hospital of Málaga, IBIMA Research Institute, Málaga, Spain
| | - Julie Toubiana
- Department of General Pediatrics and Infectious Diseases, Necker-Enfants Malades University Hospital, AP-HP, Université Paris Cité, Paris, France
| | | | - Frédéric Rieux-Laucat
- Laboratory of Immunogenetics of Pediatric Autoimmune Diseases, INSERM UMR 1163-Institut Imagine, Paris, France
- Imagine Institute, Paris Descartes-Sorbonne Université Paris Cité, Paris, France
| | - Charles-Edouard Luyt
- Intensive Care Unit, AP-HP Pitié-Salpêtrière Hospital, Paris University, Paris, France
| | | | | | - Samya Chakravorty
- Biocon Bristol Myers Squibb Research and Development Center, Syngene Intl. Ltd., Bengaluru, India
- Bristol Myers Squibb, Lawrenceville, NJ, USA
- Emory University Department of Pediatrics and Human Genetics, Atlanta GA, USA
| | - Elie Haddad
- CHU Sainte-Justine Azrieli Research Center, Montreal, Canada
- Department of Microbiology, Infectious Diseases and Immunology, University of Montreal, Montreal, Canada
- Department of Pediatrics, University of Montreal, Montreal, Canada
| | | | - Özge Metin Akcan
- Division of Pediatric Infectious Diseases, Medical Faculty, Necmettin Erbakan University, Konya, Turkey
| | - Sevgi Keles
- Division of Pediatric Allergy and Immunology, Meram Medical Faculty, Necmettin Erbakan University, Konya, Turkey
| | - Melike Emiroglu
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Selcuk University Faculty of Medicine, Konya, Turkey
| | - Gulsum Alkan
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Selcuk University Faculty of Medicine, Konya, Turkey
| | - Sadiye Kübra Tüter Öz
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Selcuk University Faculty of Medicine, Konya, Turkey
| | - Sefika Elmas Bozdemir
- Division of Pediatric Allergy and Immunology, Meram Medical Faculty, Necmettin Erbakan University, Konya, Turkey
| | - Guillaume Morelle
- Department of General Paediatrics, Hôpital Bicêtre, AP-HP, University of Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Alla Volokha
- Pediatric Infectious Disease and Pediatric Immunology Department, Shupyk National Healthcare University, Kyiv, Ukraine
| | - Yasemin Kendir-Demirkol
- Department of Pediatric Genetics, Umraniye Education and Research Hospital, Health Sciences University, İstanbul, Turkey
| | - Betul Sözeri
- Division of Pediatric Rheumatology, Umraniye Training and Research Hospital, University of Health Sciences, Istanbul, Turkey
| | - Taner Coskuner
- Division of Pediatric Rheumatology, Umraniye Training and Research Hospital, University of Health Sciences, Istanbul, Turkey
| | - Aysun Yahsi
- Department of Pediatric Infectious Diseases, Ankara City Hospital, Ankara, Turkey
| | - Belgin Gulhan
- Department of Pediatric Infectious Diseases, Ankara City Hospital, Ankara, Turkey
| | - Saliha Kanik-Yuksek
- Department of Pediatric Infectious Diseases, Ankara City Hospital, Ankara, Turkey
| | | | | | - Osman Yesilbas
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Faculty of Medicine, Karadeniz Technical University, Trabzon, Turkey
| | - Nevin Hatipoglu
- Pediatric Infectious Diseases Unit, Bakirkoy Dr. Sadi Konuk Training and Research Hospital, University of Health Sciences, Istanbul, Turkey
| | - Tayfun Ozcelik
- Department of Molecular Biology and Genetics, Bilkent University, Ankara, Turkey
| | - Alexandre Belot
- Service de Rhumatologie Pédiatrique, Hôpital Femme-Mère-Enfant, Groupement Hospitalier Est – Bâtiment “Pinel”, Bron, France
| | - Emilie Chopin
- CBC BIOTEC Biobank, GHE, Hospices Civils de Lyon, Lyon, France
| | - Vincent Barlogis
- La Timone Children Hospital, Aix-Marseille University, APHM, Marseille, France
| | - Esra Sevketoglu
- Univeristy of Health Sciences Turkiye Bakirkoy Dr. Sadi Konuk Research and Training Hospital Pediatirc Intensive Care Department, Istanbul, Türkiye
| | - Emin Menentoglu
- Univeristy of Health Sciences Turkiye Bakirkoy Dr. Sadi Konuk Research and Training Hospital Pediatirc Intensive Care Department, Istanbul, Türkiye
| | - Zeynep Gokce Gayretli Aydin
- Division of Pediatric Infectious Disease, Department of Pediatrics, Faculty of Medicine, Karadeniz Technical University, Trabzon, Turkey
| | - Marketa Bloomfield
- Department of Immunology, 2nd Faculty of Medicine, Charles University in Prague and Motol University Hospital, Prague, Czech Republic
- Department of Paediatrics, 1st Faculty of Medicine, Charles University in Prague and Thomayer University Hospital, Prague, Czech Republic
| | - Suzan A. AlKhater
- College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
- Department of Pediatrics, King Fahad Hospital of the University, Al-Khobar, Saudi Arabia
| | - Cyril Cyrus
- Department of Biochemistry, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Yuriy Stepanovskiy
- Department of Pediatrics, Immunology, Infectious, and Rare Diseases at the International European University, Kyiv, Ukraine
| | - Anastasiia Bondarenko
- Department of Pediatrics, Immunology, Infectious, and Rare Diseases at the International European University, Kyiv, Ukraine
| | - Fatma Nur Öz
- Department of Pediatric Infectious Disease, SBU Ankara Dr. Sami Ulus Maternity Child Health and Diseases Training and Research Hospital, Ankara, Turkey
| | - Meltem Polat
- Department of Pediatric Infectious Diseases, Gazi University School of Medicine, Ankara, Turkey
| | - Jiří Fremuth
- Department of Pediatrics - PICU, Faculty of Medicine in Pilsen, Charles University in Prague, Prague, Czech Republic
| | - Jan Lebl
- Department of Pediatrics, 2nd Faculty of Medicine, Charles University in Prague and Motol University Hospital, Prague, Czech Republic
| | - Amyrath Geraldo
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, Paris, France
- Imagine Institute, Université Paris Cité, Paris, France
- Department of Pediatircs, Germans Trias i Pujol Research Institute, Universitat Autònoma de Barcelona, Barcelona, Spain
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA
- Howard Hughes Medical Institute, Rockefeller University, New York, NY, USA
- Department of Pediatrics, Necker Hospital for Sick Children, Paris, France
| | - Emmanuelle Jouanguy
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, Paris, France
- Imagine Institute, Université Paris Cité, Paris, France
- Department of Pediatircs, Germans Trias i Pujol Research Institute, Universitat Autònoma de Barcelona, Barcelona, Spain
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA
- Howard Hughes Medical Institute, Rockefeller University, New York, NY, USA
- Department of Pediatrics, Necker Hospital for Sick Children, Paris, France
| | - 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
| | - Paul Wellman
- Paediatric Intensive Care, Evelina London Children’s Hospital, Guy’s and St Thomas’ NHS Foundation Trust, London, UK
| | - Mark Peters
- Paediatric Intensive Care Unit, Great Ormond Street Hospital for Children NHS Foundation Trust and NIHR Biomedical Research Centre, London, UK
- University College London Great Ormond St Institute of Child Health, London, UK
| | - Rebeca Pérez de Diego
- Laboratory of Immunogenetics of Human Diseases, IdiPAZ Institute for Health Research, University Hospital “La Paz”, Madrid, Spain
| | - Lindsey Ann Edwards
- Centre Host Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King’s College London, Guy’s Tower, Guy’s Hospital, London, UK
| | - Christopher Chiu
- Department of Infectious Disease, Imperial College London, London, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London, UK
| | | | - Chisato Shimizu
- Department of Pediatrics, Kawasaki Disease Research Center, University of California San Diego, La Jolla, CA, USA
- Rady Children’s Hospital-San Diego, San Diego, CA, USA
| | - Myrsini Kaforou
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Melissa Shea Hamilton
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Faculty of Medicine, Imperial College London, London, UK
| | - Jethro A. Herberg
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Erica G. Schmitt
- Division of Rheumatology and Immunology, Department of Pediatrics, Washington University in St. Louis, St. Louis, MO, USA
| | - Agusti Rodriguez-Palmero
- Department of Pediatircs, Germans Trias i Pujol Research Institute, Universitat Autònoma de Barcelona, Barcelona, Spain
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute, Barcelona, Spain
- Centre for Biomedical Research on Rare Diseases, Instituto de Salud Carlos III, Madrid, Spain
| | - Aurora Pujol
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute, Barcelona, Spain
- Centre for Biomedical Research on Rare Diseases, Instituto de Salud Carlos III, Madrid, Spain
- Catalan Institution of Research and Advanced Studies, Barcelona, Spain
| | - Jihoon Kim
- Department of Biomedical Informatics, University of California, San Diego, CA, USA
- Section of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, CT, USA
| | - Aurélie Cobat
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, Paris, France
- Imagine Institute, Université Paris Cité, Paris, France
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA
| | - Laurent Abel
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, Paris, France
- Imagine Institute, Université Paris Cité, Paris, France
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA
| | - Shen-Ying Zhang
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, Paris, France
- Imagine Institute, Université Paris Cité, Paris, France
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA
| | - Jean-Laurent Casanova
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, Paris, France
- Imagine Institute, Université Paris Cité, Paris, France
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA
- Howard Hughes Medical Institute, Rockefeller University, New York, NY, USA
- Department of Pediatrics, Necker Hospital for Sick Children, Paris, France
| | - Taco W. Kuijpers
- Department of Pediatric Immunology, Rheumatology and Infectious Disease, Emma Children’s Hospital, Amsterdam University Medical Center (AmsterdamUMC), University of Amsterdam, Amsterdam, The Netherlands
- Department of Molecular Hematology, Sanquin Research and Landsteiner Laboratory at the AmsterdamUMC, Amsterdam Institute for Infection and Immunity, AmsterdamUMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Jane C. Burns
- Department of Pediatrics, Kawasaki Disease Research Center, University of California San Diego, La Jolla, CA, USA
- Rady Children’s Hospital-San Diego, San Diego, CA, USA
| | - Michael Levin
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Adrian C. Hayday
- Peter Gorer Department of Immunobiology, School of Immunology & Microbial Sciences, King’s College London, London, UK
- Immunosurveillance Laboratory, The Francis Crick Institute, London, UK
| | - Vanessa Sancho-Shimizu
- Section of Paediatric Infectious Disease, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Centre for Paediatrics and Child Health, Faculty of Medicine, Imperial College London, London, UK
- Section of Virology, Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
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16
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Drago E, Fioredda F, Penco F, Prigione I, Bertoni A, Del Zotto G, Bocca P, Massaccesi E, Lanciotti M, Moratto D, Thurner L, Caorsi R, Gattorno M, Volpi S. Inborn Error of WAS Presenting with SARS-CoV-2-Related Multisystem Inflammatory Syndrome in Children. J Clin Immunol 2024; 45:49. [PMID: 39581942 DOI: 10.1007/s10875-024-01840-4] [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: 12/03/2023] [Accepted: 11/08/2024] [Indexed: 11/26/2024]
Abstract
Multisystem inflammatory syndrome in children (MIS-C) has been reported in patients with inborn errors of immunity (IEI), providing insights into disease pathogenesis. Here, we present the first case of MIS-C in a child affected by Wiskott-Aldrich syndrome (WAS) gene mutation, elucidating underlying predisposing factors and the involved inflammatory pathways. Genetic analysis revealed a frameshift truncating variant in the WAS gene, resulting in WAS protein expression between mild and severe forms, despite a clinical phenotype resembling X-linked thrombocytopenia (XLT). IL-1β secretion by LPS-stimulated peripheral blood mononuclear cells from patient during MIS-C was lower compared to healthy subjects but increased during follow-up. Conversely, the percentage of ASC (apoptosis-associated speck-like protein containing a CARD) specks in the patient's circulating monocytes during the acute phase was higher than in healthy subjects. The type I interferon (IFN) signature during MIS-C was normal, in contrast to the raised IFN signature measured far from the acute event. This case supports the association of IEI with MIS-C, potentially linked to delayed immune responses to SARS-CoV-2. The XLT phenotype underlies a subclinical immunodysregulation involving the NLRP3 inflammasome and the type-I IFN response.
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Affiliation(s)
- Enrico Drago
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), Università degli Studi di Genova, Genova, Italy.
- UOC Reumatologia e Malattie Autoinfiammatorie, IRCCS Istituto Giannina Gaslini, Genova, Italy.
| | | | - Federica Penco
- UOC Reumatologia e Malattie Autoinfiammatorie, IRCCS Istituto Giannina Gaslini, Genova, Italy
| | - Ignazia Prigione
- UOC Reumatologia e Malattie Autoinfiammatorie, IRCCS Istituto Giannina Gaslini, Genova, Italy
| | - Arinna Bertoni
- UOC Reumatologia e Malattie Autoinfiammatorie, IRCCS Istituto Giannina Gaslini, Genova, Italy
| | - Genny Del Zotto
- Core Facilities Laboratory, Integrated Department of Services and Laboratories, IRCCS Istituto Giannina Gaslini, Genova, Italy
| | - Paola Bocca
- UOC Reumatologia e Malattie Autoinfiammatorie, IRCCS Istituto Giannina Gaslini, Genova, Italy
| | | | | | - Daniele Moratto
- Flow Cytometry Unit, Clinical Chemistry Laboratory, ASST Spedali Civili di Brescia, Brescia, Italy
| | - Lorenz Thurner
- José Carreras Center for Immuno and Gene Therapy, Department of Internal Medicine I, Saarland University, Homburg, Germany
| | - Roberta Caorsi
- UOC Reumatologia e Malattie Autoinfiammatorie, IRCCS Istituto Giannina Gaslini, Genova, Italy
| | - Marco Gattorno
- UOC Reumatologia e Malattie Autoinfiammatorie, IRCCS Istituto Giannina Gaslini, Genova, Italy
| | - Stefano Volpi
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), Università degli Studi di Genova, Genova, Italy
- UOC Reumatologia e Malattie Autoinfiammatorie, IRCCS Istituto Giannina Gaslini, Genova, Italy
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17
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Boyeau P, Bates S, Ergen C, Jordan MI, Yosef N. VI-VS: calibrated identification of feature dependencies in single-cell multiomics. Genome Biol 2024; 25:294. [PMID: 39548591 PMCID: PMC11566124 DOI: 10.1186/s13059-024-03419-z] [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: 01/08/2024] [Accepted: 10/08/2024] [Indexed: 11/18/2024] Open
Abstract
Unveiling functional relationships between various molecular cell phenotypes from data using machine learning models is a key promise of multiomics. Existing methods either use flexible but hard-to-interpret models or simpler, misspecified models. VI-VS (Variational Inference for Variable Selection) balances flexibility and interpretability to identify relevant feature relationships in multiomic data. It uses deep generative models to identify conditionally dependent features, with false discovery rate control. VI-VS is available as an open-source Python package, providing a robust solution to identify features more likely representing genuine causal relationships.
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Affiliation(s)
- Pierre Boyeau
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, USA
| | - Stephen Bates
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, USA
| | - Can Ergen
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, USA
- Center for Computational Biology, University of California, Berkeley, USA
| | - Michael I Jordan
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, USA
- Department of Statistics, University of California, Berkeley, USA
- Center for Computational Biology, University of California, Berkeley, USA
- Inria, Paris, France
| | - Nir Yosef
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, USA.
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot, Israel.
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18
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Dick JK, Sangala JA, Krishna VD, Khaimraj A, Hamel L, Erickson SM, Hicks D, Soigner Y, Covill LE, Johnson AK, Ehrhardt MJ, Ernste K, Brodin P, Koup RA, Khaitan A, Baehr C, Thielen BK, Henzler CM, Skipper C, Miller JS, Bryceson YT, Wu J, John CC, Panoskaltsis-Mortari A, Orioles A, Steiner ME, Cheeran MCJ, Pravetoni M, Hart GT. NK Cell and Monocyte Dysfunction in Multisystem Inflammatory Syndrome in Children. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2024; 213:1452-1466. [PMID: 39392378 PMCID: PMC11533154 DOI: 10.4049/jimmunol.2400395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Accepted: 09/16/2024] [Indexed: 10/12/2024]
Abstract
Multisystem inflammatory syndrome in children (MIS-C) is a severe complication of SARS-CoV-2 infection characterized by multiorgan involvement and inflammation. Testing of cellular function ex vivo to understand the aberrant immune response in MIS-C is limited. Despite strong Ab production in MIS-C, SARS-CoV-2 nucleic acid testing can remain positive for 4-6 wk postinfection. Therefore, we hypothesized that dysfunctional cell-mediated Ab responses downstream of Ab production may be responsible for delayed clearance of viral products in MIS-C. In MIS-C, monocytes were hyperfunctional for phagocytosis and cytokine production, whereas NK cells were hypofunctional for both killing and cytokine production. The decreased NK cell cytotoxicity correlated with an NK exhaustion marker signature and systemic IL-6 levels. Potentially providing a therapeutic option, cellular engagers of CD16 and SARS-CoV-2 proteins were found to rescue NK cell function in vitro. Taken together, our results reveal dysregulation in Ab-mediated cellular responses of myeloid and NK cells that likely contribute to the immune pathology of this disease.
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Affiliation(s)
- Jenna K. Dick
- Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota Medical School, Minneapolis, MN
- Center for Immunology, University of Minnesota, Minneapolis, MN
| | - Jules A. Sangala
- Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota Medical School, Minneapolis, MN
- Center for Immunology, University of Minnesota, Minneapolis, MN
| | | | - Aaron Khaimraj
- Department of Pharmacology, University of Minnesota, Minneapolis, MN
| | - Lydia Hamel
- Division of Critical Care, Children’s Hospital and Clinics of Minnesota, Minneapolis, MN
| | - Spencer M. Erickson
- Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota Medical School, Minneapolis, MN
| | - Dustin Hicks
- Department of Pharmacology, University of Minnesota, Minneapolis, MN
| | - Yvette Soigner
- Division of Hematology, Oncology, and Transplant, Department of Medicine, University of Minnesota Medical School, Minneapolis, MN
| | - Laura E. Covill
- Center for Hematology and Regenerative Medicine, Department of Medicine Huddinge, Karolinska Institute, Stockholm, Sweden
| | - Alexander K. Johnson
- Division of Pediatric Infectious Diseases, Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN
| | - Michael J. Ehrhardt
- Division of Bone Marrow Transplantation and Cellular Therapy, Department of Pediatrics, M Health Fairview Masonic Children’s Hospital, Minneapolis, MN
| | - Keenan Ernste
- Virology Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD
| | - Petter Brodin
- Unit for Clinical Pediatrics, Department of Women’s and Children’s Health, Karolinska Institute, Solna, Sweden
- Department of Immunology and Inflammation, Imperial College London, London, United Kingdom
| | - Richard A. Koup
- Virology Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD
| | - Alka Khaitan
- Ryan White Center for Pediatric Infectious Diseases & Global Health, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN
| | - Carly Baehr
- Department of Pharmacology, University of Minnesota, Minneapolis, MN
| | - Beth K. Thielen
- Division of Pediatric Infectious Diseases, Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN
| | | | - Caleb Skipper
- Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota Medical School, Minneapolis, MN
| | - Jeffrey S. Miller
- Center for Immunology, University of Minnesota, Minneapolis, MN
- Division of Hematology, Oncology, and Transplant, Department of Medicine, University of Minnesota Medical School, Minneapolis, MN
| | - Yenan T. Bryceson
- Center for Hematology and Regenerative Medicine, Department of Medicine Huddinge, Karolinska Institute, Stockholm, Sweden
- Division of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
- Broegelmann Laboratory, Department of Clinical Sciences, University of Bergen, Bergen, Norway
| | - Jianming Wu
- Department of Veterinary and Biomedical Sciences, University of Minnesota, St. Paul, MN
| | - Chandy C. John
- Ryan White Center for Pediatric Infectious Diseases & Global Health, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN
| | - Angela Panoskaltsis-Mortari
- Division of Bone Marrow Transplantation and Cellular Therapy, Department of Pediatrics, M Health Fairview Masonic Children’s Hospital, Minneapolis, MN
| | - Alberto Orioles
- Division of Critical Care, Children’s Hospital and Clinics of Minnesota, Minneapolis, MN
| | - Marie E. Steiner
- Divisions of Pediatric Critical Care and Pediatric Hematology/Oncology, Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN
| | - Maxim C. J. Cheeran
- Department of Veterinary Population Medicine, University of Minnesota, St. Paul, MN
| | - Marco Pravetoni
- Department of Pharmacology, University of Minnesota, Minneapolis, MN
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA
| | - Geoffrey T. Hart
- Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota Medical School, Minneapolis, MN
- Center for Immunology, University of Minnesota, Minneapolis, MN
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19
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Durá-Travé T, Gallinas-Victoriano F. COVID-19 in Children and Vitamin D. Int J Mol Sci 2024; 25:12205. [PMID: 39596272 PMCID: PMC11594876 DOI: 10.3390/ijms252212205] [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: 10/13/2024] [Revised: 11/11/2024] [Accepted: 11/13/2024] [Indexed: 11/28/2024] Open
Abstract
In December 2019, the so-called "coronavirus disease 2019" (COVID-19) began. This disease is characterized by heterogeneous clinical manifestations, ranging from an asymptomatic process to life-threatening conditions associated with a "cytokine storm". This article (narrative review) summarizes the epidemiologic characteristics and clinical manifestations of COVID-19 and multi-system inflammatory syndrome in children (MIS-C). The effect of the pandemic confinement on vitamin D status and the hypotheses proposed to explain the age-related difference in the severity of COVID-19 are discussed. The role of vitamin D as a critical regulator of both innate and adaptive immune responses and the COVID-19 cytokine storm is analyzed. Vitamin D and its links to both COVID-19 (low levels of vitamin D appear to worsen COVID-19 outcomes) and the cytokine storm (anti-inflammatory activity) are detailed. Finally, the efficacy of vitamin D supplementation in COVID-19 is evaluated, but the evidence supporting vitamin D supplementation as an adjuvant treatment for COVID-19 remains uncertain.
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Affiliation(s)
- Teodoro Durá-Travé
- Department of Pediatrics, School of Medicine, University of Navarra, 31008 Pamplona, Spain
- Navarrabiomed (Biomedical Research Center), 31008 Pamplona, Spain;
| | - Fidel Gallinas-Victoriano
- Navarrabiomed (Biomedical Research Center), 31008 Pamplona, Spain;
- Department of Pediatrics, Navarra Hospital Universitary, 31008 Pamplona, Spain
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20
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Casanova JL, Abel L. The Microbe, the Infection Enigma, and the Host. Annu Rev Microbiol 2024; 78:103-124. [PMID: 38986133 PMCID: PMC11956784 DOI: 10.1146/annurev-micro-092123-022855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/12/2024]
Abstract
Human infectious diseases are unique in that the discovery of their environmental trigger, the microbe, was sufficient to drive the development of extraordinarily effective principles and tools for their prevention or cure. This unique medical prowess has outpaced, and perhaps even hindered, the development of scientific progress of equal magnitude in the biological understanding of infectious diseases. Indeed, the hope kindled by the germ theory of disease was rapidly subdued by the infection enigma, in need of a host solution, when it was realized that most individuals infected with most infectious agents continue to do well. The root causes of disease and death in the unhappy few remained unclear. While canonical approaches in vitro (cellular microbiology), in vivo (animal models), and in natura (clinical studies) analyzed the consequences of infection with a microbe, considered to be the cause of disease, in cells, tissues, or organisms seen as a uniform host, alternative approaches searched for preexisting causes of disease, particularly human genetic and immunological determinants in populations of diverse individuals infected with a trigger microbe.
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Affiliation(s)
- Jean-Laurent Casanova
- Howard Hughes Medical Institute, New York, NY, USA
- Department of Pediatrics, Necker Hospital for Sick Children, Paris, France
- Paris Cité University, Imagine Institute, Paris, France
- Laboratory of Human Genetics of Infectious Diseases, INSERM U1163, Necker Hospital for Sick Children, Paris, France
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA;
| | - Laurent Abel
- Paris Cité University, Imagine Institute, Paris, France
- Laboratory of Human Genetics of Infectious Diseases, INSERM U1163, Necker Hospital for Sick Children, Paris, France
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY, USA;
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21
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Zhang T, Li Y, Pan L, Sha J, Bailey M, Faure-Kumar E, Williams CK, Wohlschlegel J, Magaki S, Niu C, Lee Y, Su YC, Li X, Vinters HV, Geschwind DH. Brain-wide alterations revealed by spatial transcriptomics and proteomics in COVID-19 infection. NATURE AGING 2024; 4:1598-1618. [PMID: 39543407 PMCID: PMC11867587 DOI: 10.1038/s43587-024-00730-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 09/25/2024] [Indexed: 11/17/2024]
Abstract
Understanding the pathophysiology of neurological symptoms observed after severe acute respiratory syndrome coronavirus 2 (SARS-CoV2) infection is essential to optimizing outcomes and therapeutics. To date, small sample sizes and narrow molecular profiling have limited the generalizability of findings. In this study, we profiled multiple cortical and subcortical regions in postmortem brains of patients with coronavirus disease 2019 (COVID-19) and controls with matched pulmonary pathology (total n = 42) using spatial transcriptomics, bulk gene expression and proteomics. We observed a multi-regional antiviral response without direct active SARS-CoV2 infection. We identified dysregulation of mitochondrial and synaptic pathways in deep-layer excitatory neurons and upregulation of neuroinflammation in glia, consistent across both mRNA and protein. Remarkably, these alterations overlapped substantially with changes in age-related neurodegenerative diseases, including Parkinson's disease and Alzheimer's disease. Our work, combining multiple experimental and analytical methods, demonstrates the brain-wide impact of severe acute/subacute COVID-19, involving both cortical and subcortical regions, shedding light on potential therapeutic targets within pathways typically associated with pathological aging and neurodegeneration.
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Affiliation(s)
- Ting Zhang
- Section of Neuropathology, Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Program in Neurogenetics, Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Yunfeng Li
- Translational Pathology Core Laboratory, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Liuliu Pan
- Technology Access Program, Bruker Spatial Technology, Seattle, WA, USA
- Duality Biologics, Shanghai, China
| | - Jihui Sha
- Proteome Research Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - Michael Bailey
- Proof of Principle Team, Translational Science, Bruker Spatial Technology, Seattle, WA, USA
| | - Emmanuelle Faure-Kumar
- Center for Systems Biomedicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Christopher Kazu Williams
- Section of Neuropathology, Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - James Wohlschlegel
- Proteome Research Center, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Biological Chemistry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Shino Magaki
- Section of Neuropathology, Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Chao Niu
- Technology Center for Genomics & Bioinformatics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Yoojin Lee
- Technology Center for Genomics & Bioinformatics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Yu-Chyuan Su
- Technology Center for Genomics & Bioinformatics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Xinmin Li
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Technology Center for Genomics & Bioinformatics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Harry V Vinters
- Section of Neuropathology, Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
| | - Daniel H Geschwind
- Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- Program in Neurogenetics, Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- Institute for Precision Health, University of California, Los Angeles, Los Angeles, CA, USA.
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22
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Amenzoui N, Zouiter S, Nassid M, Kholaiq H, Belkhou I, Benhsaien I, Ailal F, Adnane F, Jouhadi Z, Bousfiha AA. Multisystem Inflammatory Syndrome in Children (MIS-C) Associated With COVID-19 Infection in Morocco. Glob Pediatr Health 2024; 11:2333794X241286772. [PMID: 39493464 PMCID: PMC11528631 DOI: 10.1177/2333794x241286772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 08/27/2024] [Accepted: 09/06/2024] [Indexed: 11/05/2024] Open
Abstract
Introduction. This study aims to describe the clinical and paraclinical characteristics of Multisysteminflammatory syndrome in children (MIS-C). Methods. A retrospective study encompassing 52 children diagnosed with MIS-C according to the World Health Organization criteria, over a 3-year period at Abderrahim Harrouchi Hospital in Morocco. Results. The median age was 6 years (IQR: 1-14), with a sex ratio of 1.16 (28 boys and 24 girls). Clinical manifestations were predominantly characterized by fever in all cases (100%), respiratory and gastrointestinal symptoms in 30 cases (58%) and 23 cases (44%) respectively, and shock in 9 cases (17%). We noted a myocarditis in 6 cases (12%). The treatment comprised intravenous human Immunoglobulin combined with methylprednisolone in all patients (100%). Conclusion. The characteristics of our MIS-C patients were similar to those in the literature, but more studies are needed to confirm these results.
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Affiliation(s)
- Naima Amenzoui
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Mother and Childrens Hospital, Casablanca, Morocco
- Laboratory of Clinical Immunology, Inflammation and Allergy (LICIA), Hassan II University of Casablanca Faculty of Medicine and Pharmacy, Morocco
| | - Siham Zouiter
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Mother and Childrens Hospital, Casablanca, Morocco
- Laboratory of Clinical Immunology, Inflammation and Allergy (LICIA), Hassan II University of Casablanca Faculty of Medicine and Pharmacy, Morocco
| | - Meriem Nassid
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Mother and Childrens Hospital, Casablanca, Morocco
| | - Halima Kholaiq
- Laboratory of Clinical Immunology, Inflammation and Allergy (LICIA), Hassan II University of Casablanca Faculty of Medicine and Pharmacy, Morocco
| | - Ikbal Belkhou
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Mother and Childrens Hospital, Casablanca, Morocco
- Laboratory of Clinical Immunology, Inflammation and Allergy (LICIA), Hassan II University of Casablanca Faculty of Medicine and Pharmacy, Morocco
| | - Ibtihal Benhsaien
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Mother and Childrens Hospital, Casablanca, Morocco
- Laboratory of Clinical Immunology, Inflammation and Allergy (LICIA), Hassan II University of Casablanca Faculty of Medicine and Pharmacy, Morocco
| | - Fatima Ailal
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Mother and Childrens Hospital, Casablanca, Morocco
- Laboratory of Clinical Immunology, Inflammation and Allergy (LICIA), Hassan II University of Casablanca Faculty of Medicine and Pharmacy, Morocco
| | - Fatima Adnane
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Mother and Childrens Hospital, Casablanca, Morocco
- Laboratory of Clinical Immunology, Inflammation and Allergy (LICIA), Hassan II University of Casablanca Faculty of Medicine and Pharmacy, Morocco
| | - Zineb Jouhadi
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Mother and Childrens Hospital, Casablanca, Morocco
- Laboratory of Clinical Immunology, Inflammation and Allergy (LICIA), Hassan II University of Casablanca Faculty of Medicine and Pharmacy, Morocco
| | - Ahmed Aziz Bousfiha
- Clinical Immunology and Infectious Pediatrics Department, Abderrahim Harouchi Mother and Childrens Hospital, Casablanca, Morocco
- Laboratory of Clinical Immunology, Inflammation and Allergy (LICIA), Hassan II University of Casablanca Faculty of Medicine and Pharmacy, Morocco
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23
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Zhang C, Ren T, Zhao X, Su Y, Wang Q, Zhang T, He B, Chen Y, Wu LY, Sun L, Zhang B, Xia Z. Biologically informed machine learning modeling of immune cells to reveal physiological and pathological aging process. Immun Ageing 2024; 21:74. [PMID: 39449067 PMCID: PMC11515583 DOI: 10.1186/s12979-024-00479-4] [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: 08/29/2024] [Accepted: 10/17/2024] [Indexed: 10/26/2024]
Abstract
The immune system undergoes progressive functional remodeling from neonatal stages to old age. Therefore, understanding how aging shapes immune cell function is vital for precise treatment of patients at different life stages. Here, we constructed the first transcriptomic atlas of immune cells encompassing human lifespan, ranging from newborns to supercentenarians, and comprehensively examined gene expression signatures involving cell signaling, metabolism, differentiation, and functions in all cell types to investigate immune aging changes. By comparing immune cell composition among different age groups, HLA highly expressing NK cells and CD83 positive B cells were identified with high percentages exclusively in the teenager (Tg) group, whereas unknown_T cells were exclusively enriched in the supercentenarian (Sc) group. Notably, we found that the biological age (BA) of pediatric COVID-19 patients with multisystem inflammatory syndrome accelerated aging according to their chronological age (CA). Besides, we proved that inflammatory shift- myeloid abundance and signature correlate with the progression of complications in Kawasaki disease (KD). The shift- myeloid signature was also found to be associated with KD treatment resistance, and effective therapies improve treatment outcomes by reducing this signaling. Finally, based on those age-related immune cell compositions, we developed a novel BA prediction model PHARE ( https://xiazlab.org/phare/ ), which can apply to both scRNA-seq and bulk RNA-seq data. Using this model, we found patients with coronary artery disease (CAD) also exhibit accelerated aging compared to healthy individuals. Overall, our study revealed changes in immune cell proportions and function associated with aging, both in health and disease, and provided a novel tool for successfully capturing features that accelerate or delay aging.
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Affiliation(s)
- Cangang Zhang
- Department of Pathogenic Microbiology and Immunology, School of Basic Medical Sciences, Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Institute of Infection and Immunity, Translational Medicine Institute, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China
- Key Laboratory of Environment and Genes Related to Diseases (Xi'an Jiaotong University), Ministry of Education, Xi'an, Shaanxi, China
| | - Tao Ren
- Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China
- School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Xiaofan Zhao
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
| | - Yanhong Su
- Department of Pathogenic Microbiology and Immunology, School of Basic Medical Sciences, Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Institute of Infection and Immunity, Translational Medicine Institute, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China
- Key Laboratory of Environment and Genes Related to Diseases (Xi'an Jiaotong University), Ministry of Education, Xi'an, Shaanxi, China
| | - Qianhao Wang
- Department of Pathogenic Microbiology and Immunology, School of Basic Medical Sciences, Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Institute of Infection and Immunity, Translational Medicine Institute, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China
- Key Laboratory of Environment and Genes Related to Diseases (Xi'an Jiaotong University), Ministry of Education, Xi'an, Shaanxi, China
| | - Tianzhe Zhang
- Department of Pathogenic Microbiology and Immunology, School of Basic Medical Sciences, Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Institute of Infection and Immunity, Translational Medicine Institute, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China
- Key Laboratory of Environment and Genes Related to Diseases (Xi'an Jiaotong University), Ministry of Education, Xi'an, Shaanxi, China
| | - Boxiao He
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, China
| | - Yabing Chen
- Department of Pathology and Laboratory Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Ling-Yun Wu
- Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China
- School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Lina Sun
- Department of Pathogenic Microbiology and Immunology, School of Basic Medical Sciences, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
- Institute of Infection and Immunity, Translational Medicine Institute, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China.
- Key Laboratory of Environment and Genes Related to Diseases (Xi'an Jiaotong University), Ministry of Education, Xi'an, Shaanxi, China.
| | - Baojun Zhang
- Department of Pathogenic Microbiology and Immunology, School of Basic Medical Sciences, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
- Institute of Infection and Immunity, Translational Medicine Institute, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China.
- Key Laboratory of Environment and Genes Related to Diseases (Xi'an Jiaotong University), Ministry of Education, Xi'an, Shaanxi, China.
| | - Zheng Xia
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA.
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.
- Center for Biomedical Data Science, Oregon Health & Science University, Portland, OR, USA.
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24
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Dourdouna MM, Tatsi EB, Syriopoulou V, Michos A. Proteomic Signatures of Multisystem Inflammatory Syndrome in Children (MIS-C) Associated with COVID-19: A Narrative Review. CHILDREN (BASEL, SWITZERLAND) 2024; 11:1174. [PMID: 39457139 PMCID: PMC11505985 DOI: 10.3390/children11101174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Revised: 09/20/2024] [Accepted: 09/23/2024] [Indexed: 10/28/2024]
Abstract
BACKGROUND/OBJECTIVES Multisystem Inflammatory Syndrome in Children (MIS-C) is a post-infectious complication of COVID-19. MIS-C has overlapping features with other pediatric inflammatory disorders including Kawasaki Disease (KD), Macrophage Activation Syndrome (MAS), Toxic Shock Syndrome and sepsis. The exact mechanisms responsible for the clinical overlap between MIS-C and these conditions remain unclear, and biomarkers that could distinguish MIS-C from its clinical mimics are lacking. This study aimed to provide an overview of how proteomic methods, like Mass Spectrometry (MS) and affinity-based proteomics, can offer a detailed understanding of pathophysiology and aid in the diagnosis and prognosis of MIS-C. METHODS A narrative review of relevant studies published up to July 2024 was conducted. RESULTS We identified 15 studies and summarized their key proteomic findings. These studies investigated the serum or plasma proteome of MIS-C patients using MS, Proximity Extension, or Aptamer-based assays. The studies associated the proteomic profile of MIS-C with laboratory and clinical parameters and/or compared it with that of other diseases including acute COVID-19, KD, MAS, pediatric rheumatic diseases, sepsis and myocarditis or pericarditis following COVID-19 mRNA immunization. Depending on the method and the control group, different proteins were increased or decreased in the MIS-C group. The limitations and challenges in MIS-C proteomic research are also discussed, and future research recommendations are provided. CONCLUSIONS Although proteomics appear to be a promising approach for understanding the pathogenesis and uncovering candidate biomarkers in MIS-C, proteomic studies are still needed to recognize and validate biomarkers that could accurately discriminate MIS-C from its clinical mimics.
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Affiliation(s)
| | | | | | - Athanasios Michos
- Infectious Diseases and Chemotherapy Research Laboratory, First Department of Pediatrics, Medical School, National and Kapodistrian University of Athens, “Aghia Sophia” Children’s Hospital, 11527 Athens, Greece; (M.-M.D.); (E.-B.T.); (V.S.)
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25
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Patel H, Carter MJ, Jackson H, Powell O, Fish M, Terranova-Barberio M, Spada F, Petrov N, Wellman P, Darnell S, Mustafa S, Todd K, Bishop C, Cohen JM, Kenny J, van den Berg S, Sun T, Davis F, Jennings A, Timms E, Thomas J, Nyirendra M, Nichols S, Estamiana Elorieta L, D'Souza G, Wright V, De T, Habgood-Coote D, Ramnarayan P, Tissières P, Whittaker E, Herberg J, Cunnington A, Kaforou M, Ellis R, Malim MH, Tibby SM, Shankar-Hari M, Levin M, DIAMONDS Consortium. Shared neutrophil and T cell dysfunction is accompanied by a distinct interferon signature during severe febrile illnesses in children. Nat Commun 2024; 15:8224. [PMID: 39300098 PMCID: PMC11413185 DOI: 10.1038/s41467-024-52246-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Collaborators] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 08/22/2024] [Indexed: 09/22/2024] Open
Abstract
Severe febrile illnesses in children encompass life-threatening organ dysfunction caused by diverse pathogens and other severe inflammatory syndromes. A comparative approach to these illnesses may identify shared and distinct features of host immune dysfunction amenable to immunomodulation. Here, using immunophenotyping with mass cytometry and cell stimulation experiments, we illustrate trajectories of immune dysfunction in 74 children with multi-system inflammatory syndrome in children (MIS-C) associated with SARS-CoV-2, 30 with bacterial infection, 16 with viral infection, 8 with Kawasaki disease, and 42 controls. We explore these findings in a secondary cohort of 500 children with these illnesses and 134 controls. We show that neutrophil activation and apoptosis are prominent in multi-system inflammatory syndrome, and that this is partially shared with bacterial infection. We show that memory T cells from patients with multi-system inflammatory syndrome and bacterial infection are exhausted. In contrast, we show viral infection to be characterized by a distinct signature of decreased interferon signaling and lower interferon receptor gene expression. Improved understanding of immune dysfunction may improve approaches to immunomodulator therapy in severe febrile illnesses in children.
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Affiliation(s)
- Harsita Patel
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Michael J Carter
- Department of Women and Children's Health, School of Life Course and Population Sciences, King's College London, St Thomas' Hospital, Westminster Bridge Road, London, UK
- Paediatric Intensive Care, Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust, Westminster Bridge Road, London, UK
| | - Heather Jackson
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Oliver Powell
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Matthew Fish
- School of Immunology and Microbial Sciences, King's College London, Guy's Hospital, Great Maze Pond, London, UK
| | - Manuela Terranova-Barberio
- Advanced Cytometry Platform (Flow Core), Research and Development Department at Guy's and St Thomas' NHS Foundation Trust, Guy's Hospital, Great Maze Pond, London, UK
- Flow Cytometry Core, Barts Cancer Centre, Queen Mary University of London, John Vane Science Centre, Charterhouse Square, London, UK
| | - Filomena Spada
- Advanced Cytometry Platform (Flow Core), Research and Development Department at Guy's and St Thomas' NHS Foundation Trust, Guy's Hospital, Great Maze Pond, London, UK
| | - Nedyalko Petrov
- Advanced Cytometry Platform (Flow Core), Research and Development Department at Guy's and St Thomas' NHS Foundation Trust, Guy's Hospital, Great Maze Pond, London, UK
| | - Paul Wellman
- Paediatric Intensive Care, Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust, Westminster Bridge Road, London, UK
| | - Sarah Darnell
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Sobia Mustafa
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Katrina Todd
- Advanced Cytometry Platform (Flow Core), Research and Development Department at Guy's and St Thomas' NHS Foundation Trust, Guy's Hospital, Great Maze Pond, London, UK
| | - Cynthia Bishop
- Advanced Cytometry Platform (Flow Core), Research and Development Department at Guy's and St Thomas' NHS Foundation Trust, Guy's Hospital, Great Maze Pond, London, UK
| | - Jonathan M Cohen
- Paediatric Immunology and Infectious Diseases, Evelina London Children's Hospital, Westminster Bridge Road, London, UK
| | - Julia Kenny
- Paediatric Immunology and Infectious Diseases, Evelina London Children's Hospital, Westminster Bridge Road, London, UK
| | - Sarah van den Berg
- Paediatric Intensive Care, Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust, Westminster Bridge Road, London, UK
| | - Thomas Sun
- Paediatric Intensive Care, Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust, Westminster Bridge Road, London, UK
| | - Francesca Davis
- Paediatric Immunology and Infectious Diseases, Evelina London Children's Hospital, Westminster Bridge Road, London, UK
| | - Aislinn Jennings
- Department of Women and Children's Health, School of Life Course and Population Sciences, King's College London, St Thomas' Hospital, Westminster Bridge Road, London, UK
| | - Emma Timms
- School of Immunology and Microbial Sciences, King's College London, Guy's Hospital, Great Maze Pond, London, UK
| | - Jessica Thomas
- Children's Services, Lewisham and Greenwich NHS Foundation Trust, London, UK
| | - Maggie Nyirendra
- Children's Services, Lewisham and Greenwich NHS Foundation Trust, London, UK
| | - Samuel Nichols
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Leire Estamiana Elorieta
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Giselle D'Souza
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Victoria Wright
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Tisham De
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Dominic Habgood-Coote
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Padmanabhan Ramnarayan
- Department of Surgery and Cancer, St Mary's Hospital Campus, Imperial College London, London, UK
| | - Pierre Tissières
- Institut de la Biologie de la cellule, Université Paris Saclay, Gif-sur-Yvette, Departement de l'Essone, Gif-sur-Yvette, France
| | - Elizabeth Whittaker
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Jethro Herberg
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Aubrey Cunnington
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Myrsini Kaforou
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK
| | - Richard Ellis
- Advanced Cytometry Platform (Flow Core), Research and Development Department at Guy's and St Thomas' NHS Foundation Trust, Guy's Hospital, Great Maze Pond, London, UK
| | - Michael H Malim
- School of Immunology and Microbial Sciences, King's College London, Guy's Hospital, Great Maze Pond, London, UK
| | - Shane M Tibby
- Department of Women and Children's Health, School of Life Course and Population Sciences, King's College London, St Thomas' Hospital, Westminster Bridge Road, London, UK
- Paediatric Intensive Care, Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust, Westminster Bridge Road, London, UK
| | - Manu Shankar-Hari
- Institute for Regeneration and Repair, Centre for Inflammation Research, University of Edinburgh, Edinburgh Royal Infirmary, Little France Crescent, Edinburgh, UK.
| | - Michael Levin
- Section of Infectious Diseases, Department of Medicine, St Mary's Hospital Campus, Imperial College London, Praed Street, London, UK.
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Collaborators
Sarah van den Berg, Leire Estamiana Elorieta,
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26
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Hu J, Pan M, Reid B, Tworoger S, Li B. Quantifiable blood TCR repertoire components associate with immune aging. Nat Commun 2024; 15:8171. [PMID: 39289351 PMCID: PMC11408526 DOI: 10.1038/s41467-024-52522-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 09/11/2024] [Indexed: 09/19/2024] Open
Abstract
T cell senescence alters the homeostasis of distinct T cell populations and results in decayed adaptive immune protection in older individuals, but a link between aging and dynamic T cell clone changes has not been made. Here, using a newly developed computational framework, Repertoire Functional Units (RFU), we investigate over 6500 publicly available TCR repertoire sequencing samples from multiple human cohorts and identify age-associated RFUs consistently across different cohorts. Quantification of RFU reduction with aging reveals accelerated loss under immunosuppressive conditions. Systematic analysis of age-associated RFUs in clinical samples manifests a potential link between these RFUs and improved clinical outcomes, such as lower ICU admission and reduced risk of complications, during acute viral infections. Finally, patients receiving bone marrow transplantation show a secondary expansion of the age-associated clones upon stem cell transfer from younger donors. Together, our results suggest the existence of a 'TCR clock' that could reflect the immune functions in aging populations.
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Affiliation(s)
- Jing Hu
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Mingyao Pan
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Brett Reid
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, FL, USA
| | - Shelley Tworoger
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, FL, USA
- Knight Cancer Institute and Division of Oncological Sciences, Oregon Health and Science University, Portland, OR, USA
| | - Bo Li
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
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27
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Benvenuto S, Avcin T, Taddio A. Multisystem inflammatory syndrome in children: A review. Acta Paediatr 2024; 113:2011-2023. [PMID: 38714363 DOI: 10.1111/apa.17267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 04/08/2024] [Accepted: 04/25/2024] [Indexed: 05/09/2024]
Abstract
AIM To comprehensively review the literature on multisystem inflammatory syndrome in children (MIS-C). METHODS Narrative review of relevant studies published between April 2020 and January 2024. RESULTS MIS-C is a SARS-CoV-2-related hyperinflammatory syndrome developing 2-6 weeks after COVID-19 in genetically susceptible individuals. Persisting fever, mucocutaneous manifestations, GI and cardiac involvement, together with lymphopenia and elevated inflammatory and cardiac markers are the main clinical features. It is believed to recognise some pathogenetic and clinical overlap with Kawasaki disease. New case definitions have been proposed after an assessment of the diagnostic performance of existing criteria; epidemiological criterion is however progressively losing its usefulness as the pandemic turns into an endemic and in the areas with the highest rates of COVID-19 vaccination. Current guidelines recommend both intravenous immunoglobulin and glucocorticoids in the first-line immunomodulatory treatment, mainly based on comparative retrospective cohorts; the actual role of biologics remains to be adequately established. Strict follow-up is mandatory, especially for those with severe cardiac involvement, as longitudinal studies evaluate the long-term evolution of cardiac damage. CONCLUSION In this paper, we review the epidemiological, pathogenetic, clinical and prognostic features of MIS-C, and outline the main questions which still remain unanswered after more than 3 years of research.
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Affiliation(s)
| | - Tadej Avcin
- Department of Allergology, Rheumatology and Clinical Immunology, University Children's Hospital, University Medical Center Ljubljana, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Andrea Taddio
- University of Trieste, Trieste, Italy
- Institute for Maternal and Child Health IRCCS Burlo Garofolo, Trieste, Italy
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28
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Okuducu YK, Mall MA, Yonker LM. COVID-19 in Pediatric Populations. Clin Chest Med 2024; 45:675-684. [PMID: 39069330 DOI: 10.1016/j.ccm.2024.02.019] [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: 07/30/2024]
Abstract
The COVID-19 pandemic reshaped the landscape of respiratory viral illnesses, causing common viruses to fade as SARS-CoV-2 took precedence. By 2023, more than 96% of the children in the United States were estimated to have been infected with SARS-CoV-2, with certain genetic predispositions and underlying health conditions posing risk factors for severe disease in children. Children, in general though, exhibit immunity advantages, protecting against aspects of the SARS-CoV-2 infection known to drive increased severity in older adults. Post-COVID-19 complications such as multisystem inflammatory syndrome in children and long COVID have emerged, underscoring the importance of vaccination. Here, we highlight the risks of severe pediatric COVID-19, age-specific immunoprotection, comparisons of SARS-CoV-2 with other respiratory viruses, and factors contributing to post-COVID-19 complications in children.
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Affiliation(s)
- Yanki K Okuducu
- Department of Pediatrics, Pulmonary Division, Massachusetts General Hospital, 175 Cambridge Street, 5(th) floor, Boston, MA 02114, USA; Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Marcus A Mall
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité - Universitätsmedizin Berlin Augustenburger Platz 1, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin 13353, Germany; German Center for Lung Research (DZL), Berlin, Germany; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Lael M Yonker
- Department of Pediatrics, Pulmonary Division, Massachusetts General Hospital, 175 Cambridge Street, 5(th) floor, Boston, MA 02114, USA; Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
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29
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Kane AS, Godfrey M, Noval Rivas M, Arditi M, Fasano A, Yonker LM. The Spectrum of Postacute Sequelae of COVID-19 in Children: From MIS-C to Long COVID. Annu Rev Virol 2024; 11:327-341. [PMID: 38631806 DOI: 10.1146/annurev-virology-093022-011839] [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: 04/19/2024]
Abstract
The effects of SARS-CoV-2 infection on children continue to evolve following the onset of the COVID-19 pandemic. Although life-threatening multisystem inflammatory syndrome in children (MIS-C) has become rare, long-standing symptoms stemming from persistent immune activation beyond the resolution of acute SARS-CoV-2 infection contribute to major health sequelae and continue to pose an economic burden. Shared pathophysiologic mechanisms place MIS-C and long COVID within a vast spectrum of postinfectious conditions characterized by intestinal dysbiosis, increased gut permeability, and varying degrees of immune dysregulation. Insights obtained from MIS-C will help shape our understanding of the more indolent and prevalent postacute sequelae of COVID and ultimately guide efforts to improve diagnosis and management of postinfectious complications of SARS-CoV-2 infection in children.
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Affiliation(s)
- Abigail S Kane
- Children's Hospital of Los Angeles, Los Angeles, California, USA
| | - Madeleine Godfrey
- Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA;
| | - Magali Noval Rivas
- Infectious and Immunologic Diseases Research Center and Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Department of Pediatrics, Division of Infectious Diseases and Immunology, Guerin Children's, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Moshe Arditi
- Infectious and Immunologic Diseases Research Center and Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Department of Pediatrics, Division of Infectious Diseases and Immunology, Guerin Children's, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Alessio Fasano
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pediatrics, Massachusetts General Hospital, Boston, Massachusetts, USA
- Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA;
| | - Lael M Yonker
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
- Department of Pediatrics, Massachusetts General Hospital, Boston, Massachusetts, USA
- Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA;
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30
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Arkin LM, Costa-da-Silva AC, Frere J, Ng A, Sharma R, Moon JJ, Bussan HE, Kim CH, Javaid A, Steidl OR, Yatim A, Saidoune F, Gilliet M, Nguyen JT, Nihal A, Luong G, Kenfield M, Carrau L, Tran JM, Hinshaw MA, Brooks EG, Ayuso JM, O'Connor DH, Casanova JL, Cowen EW, Drolet BA, Singh AM, tenOever B, Mays JW. Pandemic-associated pernio harbors footprints of an abortive SARS-CoV-2 infection. iScience 2024; 27:110525. [PMID: 39156641 PMCID: PMC11326933 DOI: 10.1016/j.isci.2024.110525] [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: 12/27/2023] [Revised: 05/31/2024] [Accepted: 07/12/2024] [Indexed: 08/20/2024] Open
Abstract
Elevated pernio incidence was observed during the COVID-19 pandemic. This prospective study enrolled subjects with pandemic-associated pernio in Wisconsin and Switzerland. Because pernio is a cutaneous manifestation of the interferonopathies, and type I interferon (IFN-I) immunity is critical to COVID-19 recovery, we tested the hypothesis that severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-mediated IFN-I signaling might underlie some pernio cases. Tissue-level IFN-I activity and plasmacytoid dendritic cell infiltrates were demonstrated in 100% of the Wisconsin cases. Across both cohorts, sparse SARS-CoV-2 RNA was captured in 25% (6/22) of biopsies, all with high inflammation. Affected patients lacked adaptive immunity to SARS-CoV-2. A hamster model of intranasal SARS-CoV-2 infection was used as a proof-of-principle experiment: RNA was detected in lungs and toes with IFN-I activity at both the sites, while replicating virus was found only in the lung. These data support a viral trigger for some pernio cases, where sustained local IFN-I activity can be triggered in the absence of seroconversion.
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Affiliation(s)
- Lisa M. Arkin
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Dermatology, Madison, WI 53726, USA
| | - Ana C. Costa-da-Silva
- Oral Immunobiology Unit, National Institute of Dental and Craniofacial Research, National Institutes of Health, Bethesda, MD 20892, USA
| | - Justin Frere
- Department of Microbiology, New York University, Grossman School of Medicine, New York, NY 10016, USA
| | - Ashley Ng
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Dermatology, Madison, WI 53726, USA
| | - Rubina Sharma
- Oral Immunobiology Unit, National Institute of Dental and Craniofacial Research, National Institutes of Health, Bethesda, MD 20892, USA
| | - John J. Moon
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Dermatology, Madison, WI 53726, USA
| | - Hailey E. Bussan
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Pathology and Laboratory Medicine, Madison, WI 53726, USA
| | - Clara H. Kim
- Oral Immunobiology Unit, National Institute of Dental and Craniofacial Research, National Institutes of Health, Bethesda, MD 20892, USA
| | - Ayesha Javaid
- Oral Immunobiology Unit, National Institute of Dental and Craniofacial Research, National Institutes of Health, Bethesda, MD 20892, USA
| | - Olivia R. Steidl
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Pediatrics, Madison, WI 53726, USA
| | - Ahmad Yatim
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY 10065, USA
- Department of Dermatology at the University Hospital CHUV, 1011 Lausanne, Switzerland
| | - Fanny Saidoune
- Department of Dermatology at the University Hospital CHUV, 1011 Lausanne, Switzerland
| | - Michel Gilliet
- Department of Dermatology at the University Hospital CHUV, 1011 Lausanne, Switzerland
| | - Joe T. Nguyen
- Oral Immunobiology Unit, National Institute of Dental and Craniofacial Research, National Institutes of Health, Bethesda, MD 20892, USA
| | - Aman Nihal
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Dermatology, Madison, WI 53726, USA
| | - George Luong
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Dermatology, Madison, WI 53726, USA
| | - Meaghan Kenfield
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Dermatology, Madison, WI 53726, USA
| | - Lucia Carrau
- Department of Microbiology, New York University, Grossman School of Medicine, New York, NY 10016, USA
| | - Jennifer M. Tran
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Dermatology, Madison, WI 53726, USA
| | - Molly A. Hinshaw
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Dermatology, Madison, WI 53726, USA
| | - Erin G. Brooks
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Pathology and Laboratory Medicine, Madison, WI 53726, USA
| | - Jose M. Ayuso
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Dermatology, Madison, WI 53726, USA
| | - David H. O'Connor
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Pathology and Laboratory Medicine, Madison, WI 53726, USA
| | - Jean-Laurent Casanova
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY 10065, USA
- University of Paris Cité, Imagine Institute, 75013 Paris, France
- Howard Hughes Medical Institute, New York, NY 10065, USA
- Lab of Human Genetics of Infectious Diseases, INSERM, Necker Hospital for Sick Children, Paris, France
- Department of Pediatrics, Necker Hospital for Sick Children, 75015 Paris, France
| | - Edward W. Cowen
- Dermatology Branch, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Beth A. Drolet
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Dermatology, Madison, WI 53726, USA
| | - Anne Marie Singh
- School of Medicine and Public Health, University of Wisconsin-Madison, Department of Pediatrics, Madison, WI 53726, USA
| | - Benjamin tenOever
- Department of Microbiology, New York University, Grossman School of Medicine, New York, NY 10016, USA
| | - Jacqueline W. Mays
- Oral Immunobiology Unit, National Institute of Dental and Craniofacial Research, National Institutes of Health, Bethesda, MD 20892, USA
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31
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Areti S, Parrillo M, Baker L, Meszaros A, Dram A, Remy KE. Multisystem inflammatory syndrome in children: an evolving understanding of a syndrome amid the inflammatory continuum. Minerva Pediatr (Torino) 2024; 76:545-555. [PMID: 37335186 DOI: 10.23736/s2724-5276.23.07279-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Abstract
Multisystem inflammatory syndrome in children (MIS-C) is a rare hyperinflammatory and immunosuppressed condition affecting children exposed to COVID-19. MIS-C has been associated with an over-exaggerated innate and adaptive immune response characterized by a 'selective' cytokine production and T cell suppression. As COVID-19 information has evolved, the knowledge and field surrounding MIS-C is ever evolving. Thus, a comprehensive clinical review that concisely presents current literature findings regarding common clinical presentations and comparisons with similar conditions, associations with the COVID-19 vaccine effects and relevant epigenetic markers and evaluates treatment and long-term outcomes to help guide future studies is needed and provided.
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Affiliation(s)
- Sathya Areti
- Department of Medicine, Case Western University School of Medicine, University Hospitals of Cleveland, Cleveland, OH, USA
- Department of Pediatrics, Case Western University School of Medicine, Rainbow Babies and Children's Hospital, Cleveland, OH, USA
| | - Marissa Parrillo
- Department of Pediatrics, Case Western University School of Medicine, Rainbow Babies and Children's Hospital, Cleveland, OH, USA
| | - Lena Baker
- Department of Pediatrics, Case Western University School of Medicine, Rainbow Babies and Children's Hospital, Cleveland, OH, USA
| | - Alexandra Meszaros
- Division of Basic Research, Washington University in St. Louis, Barnes-Jewish Hospital, St. Louis, MO, USA
| | - Alexandra Dram
- Division of Basic Research, Washington University in St. Louis, Barnes-Jewish Hospital, St. Louis, MO, USA
| | - Kenneth E Remy
- Department of Medicine, Case Western University School of Medicine, University Hospitals of Cleveland, Cleveland, OH, USA -
- Department of Pediatrics, Case Western University School of Medicine, Rainbow Babies and Children's Hospital, Cleveland, OH, USA
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32
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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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Patnaik S, Mruthyunjaya P, Murmu KC, Mahapatra S, Patro ARK, Misra R, Pati S, Prasad P, Ahmed S. RNAseq-based transcriptomics of treatment-naïve multi-inflammatory syndrome in children (MIS-C) demonstrates predominant activation of matrisome, innate and humoral immune pathways. Rheumatol Int 2024; 44:1445-1454. [PMID: 37823896 DOI: 10.1007/s00296-023-05478-0] [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: 07/06/2023] [Accepted: 09/20/2023] [Indexed: 10/13/2023]
Abstract
MIS-C is a rare, highly inflammatory state resembling incomplete Kawasaki disease, temporarily associated with COVID-19. The pathogenesis is not completely known. RNAseq was carried out on whole blood of six treatment-naïve MIS-C patients. This was compared against RNAseq transcriptomics data of five healthy controls (HC), four Kawasaki Disease (KD) and seven systemic Juvenile Idiopathic Arthritis (sJIA). Using PCA, MIS-C clustered separately from HC, KD and sJIA. Amongst the top 50 significant genes in the three comparisons with HC, KD, and sJIA, common genes were: TMCC2, ITGA2B, DMTN, GFI1B, PF4, QSER1, GRAP2, TUBB1. DSEA revealed that maximum number of hits for overexpressed pathways was for NABA matrisome activation when MIS-C was compared against HC. Cytokine stimulated cellular activation pathways, specifically IL-10 were downregulated. MIS-C had more activated pathways of neutrophil degranulation and acquired immune activation but less of coagulation system or heat-shock system involvement as compared to KD. As compared to sJIA, humoral immune response and complements were activated. Matrisome activation was higher, with increased cell-cell interaction and ECM signalling. This analysis revealed novel insights into the pathogenesis of MIS-C, including the potential role of matrisomes, humoral immune system and down-regulated interleukin-10 pathways.
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Affiliation(s)
- Sibabratta Patnaik
- Department of Paediatrics, Kalinga Institute of Medical Sciences, KIIT University, Bhubaneswar, India
| | - Prakashini Mruthyunjaya
- Department of Clinical Immunology and Rheumatology, Kalinga Institute of Medical Sciences, KIIT University, Bhubaneswar, 751024, India
| | | | - Soumendu Mahapatra
- Chromatin and Epigenetics Unit, Institute of Life Sciences, Bhubaneswar, India
| | - A Raj Kumar Patro
- Department of Biochemistry and Molecular Diagnostics, Kalinga Institute of Medical Sciences, KIIT University, Bhubaneswar, India
| | - Ramnath Misra
- Department of Clinical Immunology and Rheumatology, Kalinga Institute of Medical Sciences, KIIT University, Bhubaneswar, 751024, India
| | | | - Punit Prasad
- Chromatin and Epigenetics Unit, Institute of Life Sciences, Bhubaneswar, India.
| | - Sakir Ahmed
- Department of Clinical Immunology and Rheumatology, Kalinga Institute of Medical Sciences, KIIT University, Bhubaneswar, 751024, India.
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34
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Khosravi S, Dezfouli SMM, Nateghian A, Khajoei S, Nabavi SS, Nasersaeid M, Javid A, Hemmati S. The investigation of the characteristics of inflammatory factors and cardiac enzymes in children with Covid-19 hospitalized with the initial manifestation of fever without other symptoms hazrat Ali-Asghar Hospital in Tehran in 2018-2019. J Family Med Prim Care 2024; 13:3332-3338. [PMID: 39228578 PMCID: PMC11368299 DOI: 10.4103/jfmpc.jfmpc_1590_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 02/01/2024] [Accepted: 04/16/2024] [Indexed: 09/05/2024] Open
Abstract
Introduction The prevalence of asymptomatic fever among children is high and may be confused with fever caused by corona. The purpose of this study is to investigate the characteristics of inflammatory factors and cardiac enzymes in children with Covid-19 hospitalized with the initial manifestation of fever without other symptoms. Methods In this descriptive-analytical cross-sectional study, all 200 children with positive Covid-19 were hospitalized in Hazrat Ali-Asghar Hospital in Tehran between 2018 and 2019. For gathering data, clinical records and demographic information of patients were noted in the made-researcher's checklist and the collected data were analyzed using SPSS software version 24. Results It was found that the relationship between the degrees of fever of the patients with the number of platelets was also inverse and significant. In addition, there was a significant relationship between the degree of fever of the patients and the LDH number, ALT number and segment and lymphocyte percentage of the patients. In addition, it was found that the passing time of fever has a significant relationship with ALT and ESR in such a way that with the passage of time, there is a higher probability of seeing an increase in ESR, but in the case of ALT, it increases in a shorter period of time and decreases more after the passage of time. Conclusion According to the results of the present study, in case of suspected to Covid and fever in patients, along with other tests, AST, ALT, D-dimer, and CKMB can be used to diagnose Covid, in such a way that in Covid, AST is probably normal and mentioned other tests can be higher than normal.
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Affiliation(s)
- Shaqayeq Khosravi
- Emergency Medicine Management Research Center, Iran University of Medicine Sciences, Ali-Asghar Children’s Hospital, Tehran, Iran
| | | | - Alireza Nateghian
- Department of Pediatric Infectious Disease, Ali-Asghar Children’s Hospital, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Sanaz Khajoei
- Department of Pediatric Infectious Disease, Ali-Asghar Children’s Hospital, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Seyed Salaheddin Nabavi
- Department of General Surgery, School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Mitra Nasersaeid
- Department of Pediatrics, School of Medicine, Iran University of Medical Sciences, Aliasghar Children Hospital, Tehran, Iran
| | - Asma Javid
- Department of Pediatrics Intensive Care, Pediatric Intensivist, Iran University of Medical Sciences (IUMS), Tehran, Iran
| | - Sahar Hemmati
- Pediatric Emergency Department, Hazrat-e-ALi Asghar Hospital, Iran University of Medical Sciences, Tehran, Iran
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35
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Guo J, Wang L. The complex landscape of immune dysregulation in multisystem inflammatory syndrome in children with COVID-19. LIFE MEDICINE 2024; 3:lnae034. [PMID: 39872865 PMCID: PMC11749780 DOI: 10.1093/lifemedi/lnae034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 09/12/2024] [Indexed: 01/30/2025]
Abstract
The immune responses following SARS-CoV-2 infection in children are still under investigation. While coronavirus disease 2019 (COVID-19) is usually mild in the paediatric population, some children develop severe clinical manifestations or multisystem inflammatory syndrome in children (MIS-C) after infection. MIS-C, typically emerging 2-6 weeks after SARS-CoV-2 exposure, is characterized by a hyperinflammatory response affecting multiple organs. This review aims to explore the complex landscape of immune dysregulation in MIS-C, focusing on innate, T cell-, and B cell-mediated immunity, and discusses the role of SARS-CoV-2 spike protein as a superantigen in MIS-C pathophysiology. Understanding these mechanisms is crucial for improving the management and outcomes for affected children.
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Affiliation(s)
- Jing Guo
- Institute of Immunology and Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 311100, China
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Lie Wang
- Institute of Immunology and Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 311100, China
- Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou 311100, China
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36
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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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37
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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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38
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Toczyłowski K, Lewandowski D, Martonik D, Moniuszko-Malinowska A, Kruszewska E, Parfieniuk-Kowerda A, Flisiak R, Sulik A. Differential Inflammatory Responses in Adult and Pediatric COVID-19 Patients: Implications for Long-Term Consequences and Anti-Inflammatory Treatment. Med Sci Monit 2024; 30:e944052. [PMID: 38816982 PMCID: PMC11149468 DOI: 10.12659/msm.944052] [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: 02/04/2024] [Accepted: 03/21/2024] [Indexed: 06/01/2024] Open
Abstract
BACKGROUND COVID-19 manifests with varying degrees of severity across different age groups; adults typically experience more severe symptoms than children. Matrix metalloproteinases (MMPs), known for their role in tissue remodeling and immune responses, may contribute to the pathophysiological disparities observed between these groups. We sought to delineate differences in serum MMP profiles between adult and pediatric COVID-19 patients, assess the influence of anti-inflammatory treatment on MMP levels, and examine potential implications for long-term consequences. MATERIAL AND METHODS Serum samples from adult and pediatric COVID-19 patients, alongside controls, were analyzed for MMP-1, MMP-2, MMP-3, MMP-7, MMP-8, MMP-9, MMP-10, MMP-12, MMP-13, EMMPRIN, TNF-alpha, TIMP-1, TIMP-2, TIMP-3, and TIMP-4. A subset of adult patients received treatment with glucocorticoids, tocilizumab, and convalescent plasma, and MMP levels were compared with those of untreated patients. RESULTS Elevated levels of MMP-1, MMP-7, TIMP-1, and TIMP-2 were observed in adult and pediatric patients. Adult patients displayed higher concentrations of MMP-3, MMP-8, MMP-9, TNF-alpha, and TIMP-4 than children. Post-treatment reduction in MMP-1, MMP-8, MMP-9 levels was observed, with median decreases from 21% to 70%. MMP-3 and MMP-7 remained largely unchanged, and MMP-2 concentrations increased after treatment. Notably, anti-inflammatory treatment correlated with reduced post-treatment MMP levels, suggesting potential therapeutic benefit. CONCLUSIONS Distinctive inflammatory responses in COVID-19 were evident between adults and children. While certain MMPs exhibited post-treatment reduction, the persistence of elevated levels raises concerns about potential long-term consequences, including lung fibrosis. Our findings emphasize the need for personalized treatment strategies and further investigation into the dynamics of MMP regulation in COVID-19.
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Affiliation(s)
- Kacper Toczyłowski
- Department of Pediatric Infectious Diseases, Medical University of Białystok, Białystok, Poland
| | - Dawid Lewandowski
- Department of Pediatric Infectious Diseases, Medical University of Białystok, Białystok, Poland
| | - Diana Martonik
- Department of Infectious Diseases and Hepatology, Medical University of Białystok, Białystok, Poland
| | - Anna Moniuszko-Malinowska
- Department of Infectious Diseases and Neuroinfections, Medical University of Białystok, Białystok, Poland
| | - Ewelina Kruszewska
- Department of Infectious Diseases and Neuroinfections, Medical University of Białystok, Białystok, Poland
| | - Anna Parfieniuk-Kowerda
- Department of Infectious Diseases and Hepatology, Medical University of Białystok, Białystok, Poland
| | - Robert Flisiak
- Department of Infectious Diseases and Hepatology, Medical University of Białystok, Białystok, Poland
| | - Artur Sulik
- Department of Pediatric Infectious Diseases, Medical University of Białystok, Białystok, Poland
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39
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Hu WT, Kaluzova M, Dawson A, Sotelo V, Papas J, Lemenze A, Shu C, Jomartin M, Nayyar A, Hussain S. Clinical and CSF single-cell profiling of post-COVID-19 cognitive impairment. Cell Rep Med 2024; 5:101561. [PMID: 38744274 PMCID: PMC11148803 DOI: 10.1016/j.xcrm.2024.101561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 02/15/2024] [Accepted: 04/17/2024] [Indexed: 05/16/2024]
Abstract
Natural history and mechanisms for persistent cognitive symptoms ("brain fog") following acute and often mild COVID-19 are unknown. In a large prospective cohort of people who underwent testing a median of 9 months after acute COVID-19 in the New York City/New Jersey area, we found that cognitive dysfunction is common; is not influenced by mood, fatigue, or sleepiness; and is correlated with MRI changes in very few people. In a subgroup that underwent cerebrospinal fluid analysis, there are no changes related to Alzheimer's disease or neurodegeneration. Single-cell gene expression analysis in the cerebrospinal fluid shows findings consistent with monocyte recruitment, chemokine signaling, cellular stress, and suppressed interferon response-especially in myeloid cells. Longitudinal analysis shows slow recovery accompanied by key alterations in inflammatory genes and increased protein levels of CXCL8, CCL3L1, and sTREM2. These findings suggest that the prognosis for brain fog following COVID-19 correlates with myeloid-related chemokine and interferon-responsive genes.
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Affiliation(s)
- William T Hu
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Center for Innovation in Health and Aging Research, Institute for Health, Health Care Policy, and Aging Research, New Brunswick, NJ, USA.
| | - Milota Kaluzova
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Alice Dawson
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Center for Innovation in Health and Aging Research, Institute for Health, Health Care Policy, and Aging Research, New Brunswick, NJ, USA
| | - Victor Sotelo
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Center for Innovation in Health and Aging Research, Institute for Health, Health Care Policy, and Aging Research, New Brunswick, NJ, USA
| | - Julia Papas
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA; Center for Innovation in Health and Aging Research, Institute for Health, Health Care Policy, and Aging Research, New Brunswick, NJ, USA
| | - Alexander Lemenze
- Department of Pathology and Laboratory Medicine, Rutgers-New Jersey Medical School, Newark, NJ, USA
| | - Carol Shu
- Department of Medicine-Pulmonary and Critical Care, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Mini Jomartin
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Ashima Nayyar
- Department of Neurology, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Sabiha Hussain
- Department of Medicine-Pulmonary and Critical Care, Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA
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40
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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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Yeoh S, Estrada-Rivadeneyra D, Jackson H, Keren I, Galassini R, Cooray S, Shah P, Agyeman P, Basmaci R, Carrol E, Emonts M, Fink C, Kuijpers T, Martinon-Torres F, Mommert-Tripon M, Paulus S, Pokorn M, Rojo P, Romani L, Schlapbach L, Schweintzger N, Shen CF, Tsolia M, Usuf E, van der Flier M, Vermont C, von Both U, Yeung S, Zavadska D, Coin L, Cunnington A, Herberg J, Levin M, Kaforou M, Hamilton S. Plasma Protein Biomarkers Distinguish Multisystem Inflammatory Syndrome in Children From Other Pediatric Infectious and Inflammatory Diseases. Pediatr Infect Dis J 2024; 43:444-453. [PMID: 38359342 PMCID: PMC11003410 DOI: 10.1097/inf.0000000000004267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/19/2023] [Indexed: 02/17/2024]
Abstract
BACKGROUND Multisystem inflammatory syndrome in children (MIS-C) is a rare but serious hyperinflammatory complication following infection with severe acute respiratory syndrome coronavirus 2. The mechanisms underpinning the pathophysiology of MIS-C are poorly understood. Moreover, clinically distinguishing MIS-C from other childhood infectious and inflammatory conditions, such as Kawasaki disease or severe bacterial and viral infections, is challenging due to overlapping clinical and laboratory features. We aimed to determine a set of plasma protein biomarkers that could discriminate MIS-C from those other diseases. METHODS Seven candidate protein biomarkers for MIS-C were selected based on literature and from whole blood RNA sequencing data from patients with MIS-C and other diseases. Plasma concentrations of ARG1, CCL20, CD163, CORIN, CXCL9, PCSK9 and ADAMTS2 were quantified in MIS-C (n = 22), Kawasaki disease (n = 23), definite bacterial (n = 28) and viral (n = 27) disease and healthy controls (n = 8). Logistic regression models were used to determine the discriminatory ability of individual proteins and protein combinations to identify MIS-C and association with severity of illness. RESULTS Plasma levels of CD163, CXCL9 and PCSK9 were significantly elevated in MIS-C with a combined area under the receiver operating characteristic curve of 85.7% (95% confidence interval: 76.6%-94.8%) for discriminating MIS-C from other childhood diseases. Lower ARG1 and CORIN plasma levels were significantly associated with severe MIS-C cases requiring inotropes, pediatric intensive care unit admission or with shock. CONCLUSION Our findings demonstrate the feasibility of a host protein biomarker signature for MIS-C and may provide new insight into its pathophysiology.
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Affiliation(s)
- Sophya Yeoh
- From the Department of Infectious Disease, Faculty of Medicine
| | - Diego Estrada-Rivadeneyra
- From the Department of Infectious Disease, Faculty of Medicine
- Centre for Paediatrics and Child Health, Imperial College London, London, United Kingdom
| | - Heather Jackson
- From the Department of Infectious Disease, Faculty of Medicine
- Centre for Paediatrics and Child Health, Imperial College London, London, United Kingdom
| | - Ilana Keren
- From the Department of Infectious Disease, Faculty of Medicine
| | | | - Samantha Cooray
- From the Department of Infectious Disease, Faculty of Medicine
- Centre for Paediatrics and Child Health, Imperial College London, London, United Kingdom
| | - Priyen Shah
- From the Department of Infectious Disease, Faculty of Medicine
- Centre for Paediatrics and Child Health, Imperial College London, London, United Kingdom
| | - Philipp Agyeman
- Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Romain Basmaci
- Service de Pédiatrie-Urgences, AP-HP, Hôpital Louis-Mourier, Colombes, France
- Infection, Antimicrobials, Modelling, Evolution, Université Paris Cité, Inserm, IAME, Paris, France
| | - Enitan Carrol
- Department of Clinical Infection Microbiology and Immunology, University of Liverpool Institute of Infection, Veterinary and Ecological Sciences, Liverpool, United Kingdom
| | - Marieke Emonts
- Translational and Clinical Research Institute, Newcastle University
- Paediatric Infectious Diseases and Immunology Department, Newcastle upon Tyne Hospitals Foundation Trust, Great North Children’s Hospital
- NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust and Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Colin Fink
- Micropathology Ltd., University of Warwick, Warwick, United Kingdom
| | - Taco Kuijpers
- Department of Pediatric Immunology, Rheumatology, and Infectious Diseases, Emma Children’s Hospital, Amsterdam University Medical Centre
- Sanquin Research, Department of Blood Cell Research, Landsteiner Laboratory, Amsterdam University Medical Centre, Amsterdam, Netherlands
| | - Federico Martinon-Torres
- Translational Paediatrics and Infectious Diseases, Hospital Clínico Universitario, Universidad de Santiago de Compostela
- Genetics, Vaccines and Paediatric Infectious Diseases Research Group (GENVIP), Instituto de Investigación Sanitaria de Santiago, Universidade de Santiago de Compostela (USC), Galicia, Spain
- CIBER Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | | | - Stephane Paulus
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford and the NIHR Oxford Biomedical Research Centre, Oxford, United Kingdom
| | - Marko Pokorn
- Division of Pediatrics, University Medical Centre Ljubljana, Medical Faculty, University of Ljubljana, Ljubljana, Slovenia
| | - Pablo Rojo
- Pediatric Infectious Diseases Unit, Pediatric Department, Hospital Doce de Octubre, Madrid, Spain
| | - Lorenza Romani
- Infectious Disease Unit, Academic Department of Pediatrics, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Luregn Schlapbach
- Department of Intensive Care and Neonatology, Children’s Research Center, University Children`s Hospital, Zurich, Switzerland
- Child Health Research Centre, The University of Queensland, Brisbane, Australia
| | - Nina Schweintzger
- Department of Pediatrics and Adolescent Medicine, Division of General Pediatrics, Medical University of Graz, Graz, Austria
| | - Ching-Fen Shen
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Maria Tsolia
- Second Department of Paediatrics, National and Kapodistrian University of Athens (NKUA), School of Medicine, P. and A. Kyriakou Children’s Hospital, Athina, Athens, Greece
| | - Effua Usuf
- Medical Research Council Unit, The Gambia at the London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Michiel van der Flier
- Department of Paediatric Infectious Diseases and Immunology, Wilhelmina Children’s Hospital, University Medical Centre Utrecht, Utrecht, Netherlands
| | - Clementien Vermont
- Department of Paediatric Infectious Diseases and Immunology, Erasmus MC Sophia Children’s Hospital, Rotterdam, Netherlands
| | - Ulrich von Both
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Dr von Hauner Children’s Hospital, University Hospital, LMU Munich, Munich, Germany
| | - Shunmay Yeung
- Clinical Research Department, Faculty of Infectious and Tropical Disease, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Dace Zavadska
- Children’s Clinical University Hospital, Rīga, Latvia
| | - Lachlan Coin
- Department of Microbiology and Immunology, University of Melbourne at The Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
| | - Aubrey Cunnington
- From the Department of Infectious Disease, Faculty of Medicine
- Centre for Paediatrics and Child Health, Imperial College London, London, United Kingdom
| | - Jethro Herberg
- From the Department of Infectious Disease, Faculty of Medicine
- Centre for Paediatrics and Child Health, Imperial College London, London, United Kingdom
| | - Michael Levin
- From the Department of Infectious Disease, Faculty of Medicine
- Centre for Paediatrics and Child Health, Imperial College London, London, United Kingdom
| | - Myrsini Kaforou
- From the Department of Infectious Disease, Faculty of Medicine
- Centre for Paediatrics and Child Health, Imperial College London, London, United Kingdom
| | - Shea Hamilton
- From the Department of Infectious Disease, Faculty of Medicine
- Centre for Paediatrics and Child Health, Imperial College London, London, United Kingdom
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Bradley T, Tucker M, Sampath V. Triggered - does maternal COVID-19 program an exaggerated immune response in neonates? Pediatr Res 2024; 95:1400-1401. [PMID: 38172211 DOI: 10.1038/s41390-023-03007-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 12/15/2023] [Indexed: 01/05/2024]
Affiliation(s)
- Todd Bradley
- Genomic Medicine Center, Children's Mercy Kansas City, Kansas City, MO, USA
| | - Megan Tucker
- Division of Neonatology, Children's Mercy Kansas City, Kansas City, MO, USA
| | - Venkatesh Sampath
- Division of Neonatology, Children's Mercy Kansas City, Kansas City, MO, USA.
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43
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Lučiūnaitė A, Mašalaitė K, Plikusiene I, Maciulis V, Juciute S, Norkienė M, Žvirblienė A. Structural properties of immune complexes formed by viral antigens and specific antibodies shape the inflammatory response of macrophages. Cell Biosci 2024; 14:53. [PMID: 38664730 PMCID: PMC11046781 DOI: 10.1186/s13578-024-01237-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 04/20/2024] [Indexed: 04/28/2024] Open
Abstract
Data on the course of viral infections revealed severe inflammation as a consequence of antiviral immune response. Despite extensive research, there are insufficient data on the role of innate immune cells in promoting inflammation mediated by immune complexes (IC) of viral antigens and their specific antibodies. Recently, we demonstrated that antigens of human polyomaviruses (PyVs) induce an inflammatory response in macrophages. Here, we investigated macrophage activation by IC. We used primary murine macrophages as a cell model, virus-like particles (VLPs) of PyV capsid protein as antigens, and a collection of murine monoclonal antibodies (mAbs) of IgG1, IgG2a, IgG2b subclasses. The inflammatory response was investigated by analysing inflammatory chemokines and activation of NLRP3 inflammasome. We observed a diverse pattern of chemokine secretion in macrophages treated with different IC compared to VLPs alone. To link IC properties with cell activation status, we characterised the IC by advanced optical and acoustic techniques. Ellipsometry provided precise real-time kinetics of mAb-antigen interactions, while quartz crystal microbalance measurements showed changes in conformation and viscoelastic properties during IC formation. These results revealed differences in mAb-antigen interaction and mAb binding parameters of the investigated IC. We found that IC-mediated cell activation depends more on IC characteristics, including mAb affinity, than on mAb affinity for the activating Fc receptor. IC formed by the highest affinity mAb showed a significant enhancement of inflammasome activation. This may explain the hyperinflammation related to viral infection and vaccination. Our findings demonstrate that IC promote the viral antigen-induced inflammatory response depending on antibody properties.
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Affiliation(s)
- Asta Lučiūnaitė
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Sauletekio Ave. 7, 10257, Vilnius, Lithuania.
| | - Kristina Mašalaitė
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Sauletekio Ave. 7, 10257, Vilnius, Lithuania
| | - Ieva Plikusiene
- State Research Institute Center for Physical Sciences and Technology, Vilnius, Lithuania
- Pharmacy and Pharmacology Center, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Vincentas Maciulis
- State Research Institute Center for Physical Sciences and Technology, Vilnius, Lithuania
| | - Silvija Juciute
- NanoTechnas - Center of Nanotechnology and Materials Science, Faculty of Chemistry and Geosciences, Vilnius University, Vilnius, Lithuania
| | - Milda Norkienė
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Sauletekio Ave. 7, 10257, Vilnius, Lithuania
| | - Aurelija Žvirblienė
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Sauletekio Ave. 7, 10257, Vilnius, Lithuania
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44
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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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45
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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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Kaneko S, Noguchi Y, Hatano M, Shimbo A, Irabu H, Furuno K, Iwata N, Fujimura J, Akamine K, Kobayashi A, Endo T, Morio T, Shimizu M. Clinical Usefulness of T-Cell Receptor Vβ Repertoire Analysis for Differentiating Multisystem Inflammatory Syndrome in Japanese Children From Toxic Shock Syndrome and Kawasaki Disease. Pediatr Infect Dis J 2024; 43:e125-e127. [PMID: 38134372 DOI: 10.1097/inf.0000000000004227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2023]
Abstract
The specific expansion of T-cell receptor β chain variable region (TCR-Vβ21.3 + ) CD4 + and CD8 + T cells was observed in Japanese patients with multisystem inflammatory syndrome in children. In contrast, these findings were not observed in patients with toxic shock syndrome and Kawasaki disease. T-cell receptor β chain variable region repertoire analysis to detect specific expansion of Vβ21.3 + T cells might be useful for differentiating multisystem inflammatory syndrome in children from toxic shock syndrome and Kawasaki disease.
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Affiliation(s)
- Shuya Kaneko
- From the Department of Pediatrics and Developmental Biology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yusuke Noguchi
- From the Department of Pediatrics and Developmental Biology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Maho Hatano
- From the Department of Pediatrics and Developmental Biology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Asami Shimbo
- From the Department of Pediatrics and Developmental Biology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Hitoshi Irabu
- From the Department of Pediatrics and Developmental Biology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Kenji Furuno
- Department of General Pediatrics and Interdisciplinary Medicine, Fukuoka Children's Hospital, Fukuoka, Japan
| | - Naomi Iwata
- Department of Infection and immunology, Aichi Children's Health and Medical Center, Aichi, Japan
| | - Junya Fujimura
- Department of Pediatrics, Kakogawa Central City Hospital, Kakogawa, Japan
| | - Keiji Akamine
- Department of Nephrology and Rheumatology, Tokyo Metropolitan Children's Medical Center, Fuchu, Tokyo, Japan
| | - Anna Kobayashi
- Department of Pediatrics, University of Yamanashi, Yamanashi, Japan
| | - Takuya Endo
- Department of Pediatrics, Saitama Medical University, Saitama, Japan
| | - Tomohiro Morio
- From the Department of Pediatrics and Developmental Biology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Masaki Shimizu
- From the Department of Pediatrics and Developmental Biology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
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47
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Magnarelli A, Shalen J, Gutierrez MJ. Cytokine Storm Syndrome Responsive to IL-1 Inhibition in Trisomy 21. Case Rep Pediatr 2024; 2024:9946401. [PMID: 38577256 PMCID: PMC10994700 DOI: 10.1155/2024/9946401] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 01/02/2024] [Accepted: 02/26/2024] [Indexed: 04/06/2024] Open
Abstract
Background Cytokine storm syndromes (CSS) are life-threatening systemic inflammatory disorders caused by immune system dysregulation. They can lead to organ failure and are triggered by various factors, including infections, malignancy, inborn errors of immunity, and autoimmune conditions. Trisomy 21 (TS21), also known as Down syndrome, is a genetic disorder associated with immune dysfunction, increased infection susceptibility, and inflammation. While TS21 has been linked to infectious-triggered hyperinflammation, its role as a primary cause of CSS has not been confirmed. Case Presentation. We present a case of a 16-year-old male with TS21 with fever, rash, joint pain, and abdominal symptoms. Extensive investigations ruled out infections, autoimmune conditions, malignancies, and inborn errors of immunity as triggers for a CSS. The patient's symptoms improved with treatment using IL-1 inhibition and corticosteroids. Conclusions This case reinforces that TS21 is an immune dysregulation disorder and highlights the importance of considering CSS in TS21 patients, even when triggers are unclear. The positive response to IL-1 inhibition in this patient suggests that dysregulation of the IL-1 superfamily and the NLRP3 inflammasome may contribute to CSS in TS21. This finding raises the possibility of using IL-1 inhibition as a treatment approach for CSS in TS21 patients.
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Affiliation(s)
- Aimee Magnarelli
- Division of Pediatric Allergy, Immunology and Rheumatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Julia Shalen
- Division of Pediatric Allergy, Immunology and Rheumatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Maria J. Gutierrez
- Division of Pediatric Allergy, Immunology and Rheumatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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48
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Tatsi EB, Filippatos F, Bello T, Syriopoulou V, Michos A. Comparative Study of T-Cell Repertoires after COVID-19 Immunization with Homologous or Heterologous Vaccine Booster. Pathogens 2024; 13:284. [PMID: 38668239 PMCID: PMC11054887 DOI: 10.3390/pathogens13040284] [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: 01/24/2024] [Revised: 03/12/2024] [Accepted: 03/25/2024] [Indexed: 04/29/2024] Open
Abstract
Sequencing of the T-cell repertoire is an innovative method to assess the cellular responses after immunization. The purpose of this study was to compare T-cell repertoires after COVID-19 immunization with homologous (HOB) and heterologous (HEB) boosting. The study included 20 participants with a median age of 27.5 (IQR:23) years, who were vaccinated with one dose of the Ad26.COV2.S vaccine and were boosted with either Ad26.COV2.S (n = 10) or BNT162b2 (n = 10) vaccine. Analysis of the T-cell receptor beta locus (TCRβ) sequencing one month after the booster dose identified that the HEB compared to the HOB group exhibited a higher number of both total and COVID-19-related functional T-cell rearrangements [mean of total productive rearrangements (TPRs): 63151.8 (SD ± 18441.5) vs. 34915.4 (SD ± 11121.6), p = 0.001 and COVID-19-TPRs: 522.5 (SD ± 178.0) vs. 298.3 (SD ± 101.1), p = 0.003]. A comparison between the HOB and HEB groups detected no statistically significant differences regarding T-cell Simpson clonality [0.021 (IQR:0.014) vs. 0.019 (IQR:0.007)], richness [8734.5 (IQR:973.3) vs. 8724 (IQR:383.7)] and T-cell fraction [0.19 (IQR:0.08) vs. 0.18 (IQR:0.08)]. HEB also exhibited a substantially elevated humoral immune response one month after the booster dose compared to HOB [median antibody titer (IQR): 10115.0 U/mL (6993.0) vs. 1781.0 U/mL (1314.0), p = 0.001]. T-cell repertoire sequencing indicated that HEB had increased SARS-CoV-2-related T-cell rearrangements, which was in accordance with higher humoral responses and possibly conferring longer protection. Data from the present study indicate that the administration of different COVID-19 vaccines as a booster may provide better protection.
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Affiliation(s)
- Elizabeth-Barbara Tatsi
- Infectious Diseases and Chemotherapy Research Laboratory, First Department of Pediatrics, Medical School, “Aghia Sophia” Children’s Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece; (E.-B.T.); (F.F.)
| | - Filippos Filippatos
- Infectious Diseases and Chemotherapy Research Laboratory, First Department of Pediatrics, Medical School, “Aghia Sophia” Children’s Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece; (E.-B.T.); (F.F.)
| | - Thomas Bello
- Adaptive Biotechnologies, Seattle 98109, WA, USA;
| | - Vasiliki Syriopoulou
- Infectious Diseases and Chemotherapy Research Laboratory, First Department of Pediatrics, Medical School, “Aghia Sophia” Children’s Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece; (E.-B.T.); (F.F.)
| | - Athanasios Michos
- Infectious Diseases and Chemotherapy Research Laboratory, First Department of Pediatrics, Medical School, “Aghia Sophia” Children’s Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece; (E.-B.T.); (F.F.)
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49
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Zheng C, Wang Y, Cheng Y, Wang X, Wei H, King I, Li Y. scNovel: a scalable deep learning-based network for novel rare cell discovery in single-cell transcriptomics. Brief Bioinform 2024; 25:bbae112. [PMID: 38555470 PMCID: PMC10981759 DOI: 10.1093/bib/bbae112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 02/05/2024] [Accepted: 02/20/2024] [Indexed: 04/02/2024] Open
Abstract
Single-cell RNA sequencing has achieved massive success in biological research fields. Discovering novel cell types from single-cell transcriptomics has been demonstrated to be essential in the field of biomedicine, yet is time-consuming and needs prior knowledge. With the unprecedented boom in cell atlases, auto-annotation tools have become more prevalent due to their speed, accuracy and user-friendly features. However, existing tools have mostly focused on general cell-type annotation and have not adequately addressed the challenge of discovering novel rare cell types. In this work, we introduce scNovel, a powerful deep learning-based neural network that specifically focuses on novel rare cell discovery. By testing our model on diverse datasets with different scales, protocols and degrees of imbalance, we demonstrate that scNovel significantly outperforms previous state-of-the-art novel cell detection models, reaching the most AUROC performance(the only one method whose averaged AUROC results are above 94%, up to 16.26% more comparing to the second-best method). We validate scNovel's performance on a million-scale dataset to illustrate the scalability of scNovel further. Applying scNovel on a clinical COVID-19 dataset, three potential novel subtypes of Macrophages are identified, where the COVID-related differential genes are also detected to have consistent expression patterns through deeper analysis. We believe that our proposed pipeline will be an important tool for high-throughput clinical data in a wide range of applications.
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Affiliation(s)
- Chuanyang Zheng
- Department of Computer Science and Engineering, CUHK, Hong Kong SAR, China
| | - Yixuan Wang
- Department of Computer Science and Engineering, CUHK, Hong Kong SAR, China
| | - Yuqi Cheng
- College of Computing, Georgia Institute of Technology, Atlanta, GA, USA
| | - Xuesong Wang
- Department of Computer Science and Engineering, CUHK, Hong Kong SAR, China
| | - Hongxin Wei
- MLR Lab, Southern University of Science and Technology
| | - Irwin King
- Department of Computer Science and Engineering, CUHK, Hong Kong SAR, China
| | - Yu Li
- Department of Computer Science and Engineering, CUHK, Hong Kong SAR, China
- The CUHK Shenzhen Research Institute, Hi-Tech Park, Nanshan, Shenzhen 518057, China
- Institute for Medical Enginering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
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50
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Hosaka S, Imagawa K, Yano Y, Lin L, Shiono J, Takahashi-Igari M, Hara H, Hayashi D, Imai H, Morita A, Fukushima H, Takada H. The CXCL10-CXCR3 axis plays an important role in Kawasaki disease. Clin Exp Immunol 2024; 216:104-111. [PMID: 37952216 PMCID: PMC10929692 DOI: 10.1093/cei/uxad125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Revised: 09/25/2023] [Accepted: 11/08/2023] [Indexed: 11/14/2023] Open
Abstract
The precise pathogenesis of Kawasaki disease remains unknown. In an attempt to elucidate the pathogenesis of KD through the analysis of acquired immunity, we comprehensively examined the immunophenotypic changes in immune cells such as lymphocytes and monocytes along with various cytokines, focusing on differences between pre- and post- treatment samples. We found high levels of CXCL9 and CXCL10 chemokines that decreased with treatment, which coincided with a post-treatment expansion of Th1 cells expressing CXCR3. Our results show that the CXCL10-CXCR3 axis plays an important role in the pathogenesis of KD.
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Affiliation(s)
- Sho Hosaka
- Department of Pediatrics, University of Tsukuba Hospital, Tsukuba City, Japan
| | - Kazuo Imagawa
- Department of Pediatrics, University of Tsukuba Hospital, Tsukuba City, Japan
- Department of Child Health, Faculty of Medicine, University of Tsukuba, Tsukuba City, Japan
| | - Yusuke Yano
- Department of Pediatrics, University of Tsukuba Hospital, Tsukuba City, Japan
- Department of Pediatric Cardiology, Ibaraki Children’s Hospital, Mito City, Japan
| | - Lisheng Lin
- Department of Child Health, Faculty of Medicine, University of Tsukuba, Tsukuba City, Japan
- Department of Pediatric Cardiology, Ibaraki Children’s Hospital, Mito City, Japan
| | - Junko Shiono
- Department of Pediatric Cardiology, Ibaraki Children’s Hospital, Mito City, Japan
| | | | - Hideki Hara
- Department of Pediatrics, Tsukuba Medical Center Hospital, Tsukuba City, Japan
| | - Daisuke Hayashi
- Department of Pediatrics, Tsukuba Medical Center Hospital, Tsukuba City, Japan
| | - Hironori Imai
- Department of Pediatrics, Tsukuba Medical Center Hospital, Tsukuba City, Japan
| | - Atsushi Morita
- Department of Pediatrics, University of Tsukuba Hospital, Tsukuba City, Japan
| | - Hiroko Fukushima
- Department of Pediatrics, University of Tsukuba Hospital, Tsukuba City, Japan
- Department of Child Health, Faculty of Medicine, University of Tsukuba, Tsukuba City, Japan
| | - Hidetoshi Takada
- Department of Pediatrics, University of Tsukuba Hospital, Tsukuba City, Japan
- Department of Child Health, Faculty of Medicine, University of Tsukuba, Tsukuba City, Japan
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