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Shafqat A, Masters MC, Tripathi U, Tchkonia T, Kirkland JL, Hashmi SK. Long COVID as a disease of accelerated biological aging: An opportunity to translate geroscience interventions. Ageing Res Rev 2024; 99:102400. [PMID: 38945306 DOI: 10.1016/j.arr.2024.102400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2024] [Revised: 06/12/2024] [Accepted: 06/27/2024] [Indexed: 07/02/2024]
Abstract
It has been four years since long COVID-the protracted consequences that survivors of COVID-19 face-was first described. Yet, this entity continues to devastate the quality of life of an increasing number of COVID-19 survivors without any approved therapy and a paucity of clinical trials addressing its biological root causes. Notably, many of the symptoms of long COVID are typically seen with advancing age. Leveraging this similarity, we posit that Geroscience-which aims to target the biological drivers of aging to prevent age-associated conditions as a group-could offer promising therapeutic avenues for long COVID. Bearing this in mind, this review presents a translational framework for studying long COVID as a state of effectively accelerated biological aging, identifying research gaps and offering recommendations for future preclinical and clinical studies.
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Affiliation(s)
- Areez Shafqat
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia.
| | - Mary Clare Masters
- Division of Infectious Diseases, Northwestern University, Chicago, IL, USA
| | - Utkarsh Tripathi
- Robert and Arlene Kogod Center on Aging, Mayo Clinic, Rochester, MN, USA
| | - Tamara Tchkonia
- Robert and Arlene Kogod Center on Aging, Mayo Clinic, Rochester, MN, USA; Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA
| | - James L Kirkland
- Robert and Arlene Kogod Center on Aging, Mayo Clinic, Rochester, MN, USA; Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA; Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Shahrukh K Hashmi
- Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA; Research and Innovation Center, Department of Health, Abu Dhabi, UAE; College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, United Arab Emirates
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2
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Agoston DV. Traumatic Brain Injury in the Long-COVID Era. Neurotrauma Rep 2024; 5:81-94. [PMID: 38463416 PMCID: PMC10923549 DOI: 10.1089/neur.2023.0067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2024] Open
Abstract
Major determinants of the biological background or reserve, such as age, biological sex, comorbidities (diabetes, hypertension, obesity, etc.), and medications (e.g., anticoagulants), are known to affect outcome after traumatic brain injury (TBI). With the unparalleled data richness of coronavirus disease 2019 (COVID-19; ∼375,000 and counting!) as well as the chronic form, long-COVID, also called post-acute sequelae SARS-CoV-2 infection (PASC), publications (∼30,000 and counting) covering virtually every aspect of the diseases, pathomechanisms, biomarkers, disease phases, symptomatology, etc., have provided a unique opportunity to better understand and appreciate the holistic nature of diseases, interconnectivity between organ systems, and importance of biological background in modifying disease trajectories and affecting outcomes. Such a holistic approach is badly needed to better understand TBI-induced conditions in their totality. Here, I briefly review what is known about long-COVID/PASC, its underlying-suspected-pathologies, the pathobiological changes induced by TBI, in other words, the TBI endophenotypes, discuss the intersection of long-COVID/PASC and TBI-induced pathobiologies, and how by considering some of the known factors affecting the person's biological background and the inclusion of mechanistic molecular biomarkers can help to improve the clinical management of TBI patients.
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Affiliation(s)
- Denes V. Agoston
- Department of Anatomy, Physiology, and Genetics, School of Medicine, Uniformed Services University, Bethesda, Maryland, USA
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3
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Constantinescu-Bercu A, Lobiuc A, Căliman-Sturdza OA, Oiţă RC, Iavorschi M, Pavăl NE, Șoldănescu I, Dimian M, Covasa M. Long COVID: Molecular Mechanisms and Detection Techniques. Int J Mol Sci 2023; 25:408. [PMID: 38203577 PMCID: PMC10778767 DOI: 10.3390/ijms25010408] [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: 11/28/2023] [Revised: 12/25/2023] [Accepted: 12/26/2023] [Indexed: 01/12/2024] Open
Abstract
Long COVID, also known as post-acute sequelae of SARS-CoV-2 infection (PASC), has emerged as a significant health concern following the COVID-19 pandemic. Molecular mechanisms underlying the occurrence and progression of long COVID include viral persistence, immune dysregulation, endothelial dysfunction, and neurological involvement, and highlight the need for further research to develop targeted therapies for this condition. While a clearer picture of the clinical symptomatology is shaping, many molecular mechanisms are yet to be unraveled, given their complexity and high level of interaction with other metabolic pathways. This review summarizes some of the most important symptoms and associated molecular mechanisms that occur in long COVID, as well as the most relevant molecular techniques that can be used in understanding the viral pathogen, its affinity towards the host, and the possible outcomes of host-pathogen interaction.
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Affiliation(s)
- Adela Constantinescu-Bercu
- Department of Biomedical Sciences, Faculty of Medicine and Biological Sciences, “Ştefan cel Mare” University of Suceava, 720229 Suceava, Romania; (A.C.-B.); (O.A.C.-S.); (M.I.); (N.-E.P.); (M.C.)
| | - Andrei Lobiuc
- Department of Biomedical Sciences, Faculty of Medicine and Biological Sciences, “Ştefan cel Mare” University of Suceava, 720229 Suceava, Romania; (A.C.-B.); (O.A.C.-S.); (M.I.); (N.-E.P.); (M.C.)
| | - Olga Adriana Căliman-Sturdza
- Department of Biomedical Sciences, Faculty of Medicine and Biological Sciences, “Ştefan cel Mare” University of Suceava, 720229 Suceava, Romania; (A.C.-B.); (O.A.C.-S.); (M.I.); (N.-E.P.); (M.C.)
- Suceava Emergency Clinical County Hospital, 720224 Suceava, Romania
| | - Radu Cristian Oiţă
- Integrated Center for Research, Development and Innovation for Advanced Materials, Nanotechnologies, Manufacturing and Control Distributed Systems (MANSiD), Ştefan cel Mare University of Suceava, 720229 Suceava, Romania; (R.C.O.); (I.Ș.); (M.D.)
| | - Monica Iavorschi
- Department of Biomedical Sciences, Faculty of Medicine and Biological Sciences, “Ştefan cel Mare” University of Suceava, 720229 Suceava, Romania; (A.C.-B.); (O.A.C.-S.); (M.I.); (N.-E.P.); (M.C.)
| | - Naomi-Eunicia Pavăl
- Department of Biomedical Sciences, Faculty of Medicine and Biological Sciences, “Ştefan cel Mare” University of Suceava, 720229 Suceava, Romania; (A.C.-B.); (O.A.C.-S.); (M.I.); (N.-E.P.); (M.C.)
| | - Iuliana Șoldănescu
- Integrated Center for Research, Development and Innovation for Advanced Materials, Nanotechnologies, Manufacturing and Control Distributed Systems (MANSiD), Ştefan cel Mare University of Suceava, 720229 Suceava, Romania; (R.C.O.); (I.Ș.); (M.D.)
| | - Mihai Dimian
- Integrated Center for Research, Development and Innovation for Advanced Materials, Nanotechnologies, Manufacturing and Control Distributed Systems (MANSiD), Ştefan cel Mare University of Suceava, 720229 Suceava, Romania; (R.C.O.); (I.Ș.); (M.D.)
- Department of Computers, Electronics and Automation, Ştefan cel Mare University of Suceava, 720229 Suceava, Romania
| | - Mihai Covasa
- Department of Biomedical Sciences, Faculty of Medicine and Biological Sciences, “Ştefan cel Mare” University of Suceava, 720229 Suceava, Romania; (A.C.-B.); (O.A.C.-S.); (M.I.); (N.-E.P.); (M.C.)
- Department of Basic Medical Sciences, College of Osteopathic Medicine, Western University of Health Sciences, Pomona, CA 91711, USA
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Garcia-Larragoiti N, Cano-Mendez A, Jimenez-Vega Y, Trujillo M, Guzman-Cancino P, Ambriz-Murillo Y, Viveros-Sandoval ME. Inflammatory and Prothrombotic Biomarkers Contribute to the Persistence of Sequelae in Recovered COVID-19 Patients. Int J Mol Sci 2023; 24:17468. [PMID: 38139298 PMCID: PMC10744310 DOI: 10.3390/ijms242417468] [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: 11/18/2023] [Revised: 12/07/2023] [Accepted: 12/12/2023] [Indexed: 12/24/2023] Open
Abstract
The presence of long COVID (LC) following SARS-CoV-2 infection is a common condition that affects the quality of life of patients and represents a diagnostic challenge due to the diversity of symptoms that may coexist. We still do not have accurate information regarding the pathophysiological pathways that generate the presence of LC, and so it is important to know the inflammatory and immunothrombotic biomarker profiles and their implications in order to characterize risk subgroups and establish early therapeutic strategies. We performed the determination of inflammatory and immunothrombotic biomarkers in volunteers with previous diagnoses of SARS-CoV-2. The inflammatory biomarkers were analyzed in plasma by flow cytometry, and we analyzed the von Willebrand factor (vWF) in the plasma samples using ELISA. The clinical variables and the presence or absence of long COVID symptoms were then analyzed. IL-6, sCD40L, p-Selectin, PSGL-1, PAI-1, tPA, D-Dimer, TF, and Factor IX levels were elevated in the groups with LC, especially in the subgroup of patients with metabolic syndrome (MetS). VWF levels were found to be increased in patients with sequelae and MetS. Our results confirmed the persistence of an active immunothrombotic state, and so it is important to identify the population at risk in order to provide adequate clinical follow-up.
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Affiliation(s)
- Nallely Garcia-Larragoiti
- División de Estudios de Posgrado, Facultad de Ciencias Médicas y Biológicas “Dr. Ignacio Chávez”, Universidad Michoacana de San Nicolás de Hidalgo, Morelia 58060, Michoacán, Mexico
| | - Alan Cano-Mendez
- División de Estudios de Posgrado, Facultad de Ciencias Médicas y Biológicas “Dr. Ignacio Chávez”, Universidad Michoacana de San Nicolás de Hidalgo, Morelia 58060, Michoacán, Mexico
- Centro Multidisciplinario de Estudios en Biotecnología, Facultad de Medicina Veterinaria y Zootecnia, Universidad Michoacana de San Nicolás de Hidalgo, Morelia 58060, Michoacán, Mexico
| | - Yeny Jimenez-Vega
- División de Estudios de Posgrado, Facultad de Ciencias Médicas y Biológicas “Dr. Ignacio Chávez”, Universidad Michoacana de San Nicolás de Hidalgo, Morelia 58060, Michoacán, Mexico
| | - Mercedes Trujillo
- División de Estudios de Posgrado, Facultad de Ciencias Médicas y Biológicas “Dr. Ignacio Chávez”, Universidad Michoacana de San Nicolás de Hidalgo, Morelia 58060, Michoacán, Mexico
| | - Patricia Guzman-Cancino
- División de Estudios de Posgrado, Facultad de Ciencias Médicas y Biológicas “Dr. Ignacio Chávez”, Universidad Michoacana de San Nicolás de Hidalgo, Morelia 58060, Michoacán, Mexico
| | - Yesenia Ambriz-Murillo
- División de Estudios de Posgrado, Facultad de Ciencias Médicas y Biológicas “Dr. Ignacio Chávez”, Universidad Michoacana de San Nicolás de Hidalgo, Morelia 58060, Michoacán, Mexico
- Hospital Regional de Morelia ISSSTE, Morelia 58300, Michoacán, Mexico
| | - Martha Eva Viveros-Sandoval
- División de Estudios de Posgrado, Facultad de Ciencias Médicas y Biológicas “Dr. Ignacio Chávez”, Universidad Michoacana de San Nicolás de Hidalgo, Morelia 58060, Michoacán, Mexico
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Peppercorn K, Edgar CD, Kleffmann T, Tate WP. A pilot study on the immune cell proteome of long COVID patients shows changes to physiological pathways similar to those in myalgic encephalomyelitis/chronic fatigue syndrome. Sci Rep 2023; 13:22068. [PMID: 38086949 PMCID: PMC10716514 DOI: 10.1038/s41598-023-49402-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 12/07/2023] [Indexed: 12/18/2023] Open
Abstract
Of those infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), ~ 10% develop the chronic post-viral debilitating condition, long COVID (LC). Although LC is a heterogeneous condition, about half of cases have typical post-viral fatigue with onset and symptoms that are very similar to myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS). A key question is whether these conditions are closely related. ME/CFS is a post-stressor fatigue condition that arises from multiple triggers. To investigate the pathophysiology of LC, a pilot study of patients (n = 6) and healthy controls (n = 5) has used quantitative proteomics to discover changes in peripheral blood mononuclear cell (PBMC) proteins. A principal component analysis separated all long COVID patients from healthy controls. Analysis of 3131 proteins identified 162 proteins differentially regulated, of which 37 were related to immune functions, and 21 to mitochondrial functions. Markov cluster analysis identified clusters involved in immune system processes, and two aspects of gene expression-spliceosome and transcription. These results were compared with an earlier dataset of 346 differentially regulated proteins in PBMC's from ME/CFS patients (n = 9) analysed by the same methodology. There were overlapping protein clusters and enriched molecular pathways particularly in immune functions, suggesting the two conditions have similar immune pathophysiology as a prominent feature, and mitochondrial functions involved in energy production were affected in both conditions.
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Affiliation(s)
- Katie Peppercorn
- Division of Health Sciences, Department of Biochemistry, School of Biomedical Sciences, University of Otago, Dunedin, 9016, New Zealand
| | - Christina D Edgar
- Division of Health Sciences, Department of Biochemistry, School of Biomedical Sciences, University of Otago, Dunedin, 9016, New Zealand
| | - Torsten Kleffmann
- Division of Health Sciences, Department of Biochemistry, School of Biomedical Sciences, University of Otago, Dunedin, 9016, New Zealand
| | - Warren P Tate
- Division of Health Sciences, Department of Biochemistry, School of Biomedical Sciences, University of Otago, Dunedin, 9016, New Zealand.
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Fernández-de-las-Peñas C, Raveendran AV, Giordano R, Arendt-Nielsen L. Long COVID or Post-COVID-19 Condition: Past, Present and Future Research Directions. Microorganisms 2023; 11:2959. [PMID: 38138102 PMCID: PMC10745830 DOI: 10.3390/microorganisms11122959] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 12/02/2023] [Accepted: 12/09/2023] [Indexed: 12/24/2023] Open
Abstract
The presence of symptoms after an acute SARS-CoV-2 infection (long-COVID) has become a worldwide healthcare emergency but remains underestimated and undertreated due to a lack of recognition of the condition and knowledge of the underlying mechanisms. In fact, the prevalence of post-COVID symptoms ranges from 50% during the first months after the infection up to 20% two-years after. This perspective review aimed to map the existing literature on post-COVID symptoms and to identify gaps in the literature to guide the global effort toward an improved understanding of long-COVID and suggest future research directions. There is a plethora of symptomatology that can be due to COVID-19; however, today, there is no clear classification and definition of this condition, termed long-COVID or post-COVID-19 condition. The heterogeneity in the symptomatology has led to the presence of groups/clusters of patients, which could exhibit different risk factors and different mechanisms. Viral persistence, long-lasting inflammation, immune dysregulation, autoimmune reactions, reactivation of latent infections, endothelial dysfunction and alteration in gut microbiota have been proposed as potential mechanisms explaining the complexity of long-COVID. In such an equation, viral biology (e.g., re-infections, SARS-CoV-2 variants), host biology (e.g., genetics, epigenetics) and external factors (e.g., vaccination) should be also considered. These various factors will be discussed in the current perspective review and future directions suggested.
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Affiliation(s)
- César Fernández-de-las-Peñas
- Department of Physical Therapy, Occupational Therapy, Physical Medicine and Rehabilitation, Universidad Rey Juan Carlos, 28922 Madrid, Spain
- Center for Neuroplasticity and Pain (CNAP), Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Faculty of Medicine, Aalborg University, DK-9220 Aalborg, Denmark; (R.G.); (L.A.-N.)
| | | | - Rocco Giordano
- Center for Neuroplasticity and Pain (CNAP), Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Faculty of Medicine, Aalborg University, DK-9220 Aalborg, Denmark; (R.G.); (L.A.-N.)
| | - Lars Arendt-Nielsen
- Center for Neuroplasticity and Pain (CNAP), Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Faculty of Medicine, Aalborg University, DK-9220 Aalborg, Denmark; (R.G.); (L.A.-N.)
- Department of Medical Gastroenterology, Mech-Sense, Aalborg University Hospital, DK-9000 Aalborg, Denmark
- Steno Diabetes Center North Denmark, Clinical Institute, Aalborg University Hospital, DK-9000 Aalborg, Denmark
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Buck AM, Deitchman AN, Takahashi S, Lu S, Goldberg SA, Bodansky A, Kung A, Hoh R, Williams MC, Kerbleski M, Maison DP, Deveau TM, Munter SE, Lombardo J, Wrin T, Petropoulos CJ, Durstenfeld MS, Hsue PY, Daniel Kelly J, Greenhouse B, Martin JN, Deeks SG, Peluso MJ, Henrich TJ. The breadth of the neutralizing antibody response to original SARS-CoV-2 infection is linked to the presence of Long COVID symptoms. J Med Virol 2023; 95:e29216. [PMID: 37988251 PMCID: PMC10754238 DOI: 10.1002/jmv.29216] [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: 08/09/2023] [Revised: 10/20/2023] [Accepted: 10/21/2023] [Indexed: 11/23/2023]
Abstract
The associations between longitudinal dynamics and the breadth of SARS-CoV-2 neutralizing antibody (nAb) response with various Long COVID phenotypes before vaccination are not known. The capacity of antibodies to cross-neutralize a variety of viral variants may be associated with ongoing pathology and persistent symptoms. We measured longitudinal neutralizing and cross-neutralizing antibody responses to pre- and post-SARS-CoV-2 Omicron variants in participants infected early in the COVID-19 pandemic, before widespread rollout of SARS-CoV-2 vaccines. Cross-sectional regression models adjusted for clinical covariates and longitudinal mixed-effects models were used to determine the impact of the breadth and rate of decay of neutralizing responses on the development of Long COVID symptoms, as well as Long COVID phenotypes. We identified several novel relationships between SARS-CoV-2 antibody neutralization and the presence of Long COVID symptoms. Specifically, we show that, although nAb responses to the original, infecting strain of SARS-CoV-2 were not associated with Long COVID in cross-sectional analyses, cross-neutralization ID50 levels to the Omicron BA.5 variant approximately 4 months following acute infection was independently and significantly associated with greater odds of Long COVID and with persistent gastrointestinal and neurological symptoms. Longitudinal modeling demonstrated significant associations in the overall levels and rates of decay of neutralization capacity with Long COVID phenotypes. A higher proportion of participants had antibodies capable of neutralizing Omicron BA.5 compared with BA.1 or XBB.1.5 variants. Our findings suggest that relationships between various immune responses and Long COVID are likely complex but may involve the breadth of antibody neutralization responses.
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Affiliation(s)
- Amanda M. Buck
- Division of Experimental Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Amelia N. Deitchman
- Department of Clinical Pharmacy, University of California San Francisco, San Francisco, CA, United States
| | - Saki Takahashi
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Scott Lu
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, United States
| | - Sarah A. Goldberg
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, United States
| | - Aaron Bodansky
- Division of Pediatric Critical Care Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Andrew Kung
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA, United States
| | - Rebecca Hoh
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Meghann C. Williams
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Marian Kerbleski
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - David P. Maison
- Division of Experimental Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Tyler-Marie Deveau
- Division of Experimental Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Sadie E. Munter
- Division of Experimental Medicine, University of California San Francisco, San Francisco, CA, United States
| | - James Lombardo
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Terri Wrin
- Monogram Biosciences, South San Francisco, CA, United States
| | | | - Matthew S. Durstenfeld
- Division of Cardiology, University of California San Francisco, San Francisco, CA, United States
| | - Priscilla Y. Hsue
- Division of Cardiology, University of California San Francisco, San Francisco, CA, United States
| | - J. Daniel Kelly
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, United States
| | - Bryan Greenhouse
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Jeffrey N. Martin
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, United States
| | - Steven G. Deeks
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Michael J. Peluso
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Timothy J. Henrich
- Division of Experimental Medicine, University of California San Francisco, San Francisco, CA, United States
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Ho EC, Cataldi JR, Silveira LJ, Birkholz M, Loi MM, Osborne CM, Dominguez SR. Outbreak of Invasive Group A Streptococcus in Children-Colorado, October 2022-April 2023. J Pediatric Infect Dis Soc 2023; 12:540-548. [PMID: 37792995 DOI: 10.1093/jpids/piad080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Accepted: 10/03/2023] [Indexed: 10/06/2023]
Abstract
BACKGROUND In the fall of 2022, we observed a sharp rise in pediatric Invasive Group A Streptococcus (iGAS) hospitalizations in Colorado. We compared the epidemiology, clinical features, and patient outcomes in this outbreak to prior years. METHODS Between October 2022 and April 2023, we prospectively identified and reviewed iGAS cases in hospitalized pediatric patients at Children's Hospital Colorado. Using laboratory specimen records, we also retrospectively compared the number of patients with sterile site GAS-positive cultures across three time periods: pre-COVID-19 (January 2015-March 2020), height of COVID-19 pandemic (April 2020-September 2022), and outbreak (October 2022-April 2023). RESULTS Among 96 prospectively identified iGAS cases, median age was 5.7 years old; 66% were male, 70% previously healthy, 39% required critical care, and four patients died. Almost 60% had associated respiratory viral symptoms, 10% had toxic shock syndrome, and 4% had necrotizing fasciitis. Leukopenia, bandemia, and higher C-reactive protein values were laboratory findings associated with need for critical care. There were significantly more cases during the outbreak (9.9/month outbreak vs 3.9/month pre-pandemic vs 1.3/month pandemic), including more cases with pneumonia (28% outbreak vs 15% pre-pandemic vs 0% pandemic) and multifocal disease (17% outbreak vs 3% pre-pandemic vs 0% pandemic), P < .001 for all. CONCLUSIONS Outbreak case numbers were almost triple the pre-pandemic baseline. The high percentage of cases with associated viral symptoms suggests a link to coinciding surges in respiratory viruses during this time. Invasive GAS can be severe and evolve rapidly; clinical and laboratory features may help in earlier identification of critically ill children.
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Affiliation(s)
- Erin C Ho
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA
- Section of Infectious Diseases, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA
| | - Jessica R Cataldi
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA
- Section of Infectious Diseases, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA
| | - Lori J Silveira
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA
| | - Meghan Birkholz
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA
| | - Michele M Loi
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA
- Section of Critical Care Medicine, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA
| | - Christina M Osborne
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA and
- Department of Pediatrics, Division of Infectious Diseases, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Samuel R Dominguez
- Department of Pediatrics, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA
- Section of Infectious Diseases, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colorado, USA
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9
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Ma T, Suryawanshi RK, Miller SR, Ly KK, Thomas R, Elphick N, Yin K, Luo X, Kaliss N, Chen IP, Montano M, Sreekumar B, Standker L, Münch J, Heath Damron F, Palop JJ, Ott M, Roan NR. Post-acute immunological and behavioral sequelae in mice after Omicron infection. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.05.543758. [PMID: 37333294 PMCID: PMC10274741 DOI: 10.1101/2023.06.05.543758] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Progress in understanding long COVID and developing effective therapeutics is hampered in part by the lack of suitable animal models. Here we used ACE2-transgenic mice recovered from Omicron (BA.1) infection to test for pulmonary and behavioral post-acute sequelae. Through in-depth phenotyping by CyTOF, we demonstrate that naïve mice experiencing a first Omicron infection exhibit profound immune perturbations in the lung after resolving acute infection. This is not observed if mice were first vaccinated with spike-encoding mRNA. The protective effects of vaccination against post-acute sequelae were associated with a highly polyfunctional SARS-CoV-2-specific T cell response that was recalled upon BA.1 breakthrough infection but not seen with BA.1 infection alone. Without vaccination, the chemokine receptor CXCR4 was uniquely upregulated on multiple pulmonary immune subsets in the BA.1 convalescent mice, a process previously connected to severe COVID-19. Taking advantage of recent developments in machine learning and computer vision, we demonstrate that BA.1 convalescent mice exhibited spontaneous behavioral changes, emotional alterations, and cognitive-related deficits in context habituation. Collectively, our data identify immunological and behavioral post-acute sequelae after Omicron infection and uncover a protective effect of vaccination against post-acute pulmonary immune perturbations.
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Affiliation(s)
- Tongcui Ma
- Gladstone Institutes of Virology, San Francisco, CA, USA
- Department of Urology, University of California, San Francisco, San Francisco, United States
| | | | - Stephanie R. Miller
- Gladstone Institute of Neurological Disease, San Francisco, CA 94158, USA
- Department of Neurology, University of California, San Francisco, CA 94158, USA
| | - Katie K. Ly
- Gladstone Institute of Neurological Disease, San Francisco, CA 94158, USA
- Department of Neurology, University of California, San Francisco, CA 94158, USA
| | - Reuben Thomas
- Gladstone Institute of Data Science and Biotechnology, San Francisco, CA, USA
| | - Natalie Elphick
- Gladstone Institute of Data Science and Biotechnology, San Francisco, CA, USA
| | - Kailin Yin
- Gladstone Institutes of Virology, San Francisco, CA, USA
- Department of Urology, University of California, San Francisco, San Francisco, United States
| | - Xiaoyu Luo
- Gladstone Institutes of Virology, San Francisco, CA, USA
- Department of Urology, University of California, San Francisco, San Francisco, United States
| | - Nick Kaliss
- Gladstone Institute of Neurological Disease, San Francisco, CA 94158, USA
- Department of Neurology, University of California, San Francisco, CA 94158, USA
| | - Irene P Chen
- Gladstone Institutes of Virology, San Francisco, CA, USA
- Biomedical Sciences Graduate Program, University of California San Francisco; San Francisco, CA, USA
- Department of Medicine, University of California San Francisco; San Francisco, CA, USA
- Core Facility Functional Peptidomics, Ulm University Medical Center, Meyerhofstrasse 1, Ulm, Germany
| | | | | | - Ludger Standker
- Core Facility Functional Peptidomics, Ulm University Medical Center, Meyerhofstrasse 1, Ulm, Germany
| | - Jan Münch
- Core Facility Functional Peptidomics, Ulm University Medical Center, Meyerhofstrasse 1, Ulm, Germany
| | - F. Heath Damron
- Department of Microbiology, Immunology and Cell Biology, West Virginia University School of Medicine, Morgantown WV, USA
| | - Jorge J. Palop
- Gladstone Institute of Neurological Disease, San Francisco, CA 94158, USA
- Department of Neurology, University of California, San Francisco, CA 94158, USA
| | - Melanie Ott
- Gladstone Institutes of Virology, San Francisco, CA, USA
- Department of Medicine, University of California San Francisco; San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Nadia R. Roan
- Gladstone Institutes of Virology, San Francisco, CA, USA
- Department of Urology, University of California, San Francisco, San Francisco, United States
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10
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Altmann DM, Whettlock EM, Liu S, Arachchillage DJ, Boyton RJ. The immunology of long COVID. Nat Rev Immunol 2023; 23:618-634. [PMID: 37433988 DOI: 10.1038/s41577-023-00904-7] [Citation(s) in RCA: 70] [Impact Index Per Article: 70.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/02/2023] [Indexed: 07/13/2023]
Abstract
Long COVID is the patient-coined term for the disease entity whereby persistent symptoms ensue in a significant proportion of those who have had COVID-19, whether asymptomatic, mild or severe. Estimated numbers vary but the assumption is that, of all those who had COVID-19 globally, at least 10% have long COVID. The disease burden spans from mild symptoms to profound disability, the scale making this a huge, new health-care challenge. Long COVID will likely be stratified into several more or less discrete entities with potentially distinct pathogenic pathways. The evolving symptom list is extensive, multi-organ, multisystem and relapsing-remitting, including fatigue, breathlessness, neurocognitive effects and dysautonomia. A range of radiological abnormalities in the olfactory bulb, brain, heart, lung and other sites have been observed in individuals with long COVID. Some body sites indicate the presence of microclots; these and other blood markers of hypercoagulation implicate a likely role of endothelial activation and clotting abnormalities. Diverse auto-antibody (AAB) specificities have been found, as yet without a clear consensus or correlation with symptom clusters. There is support for a role of persistent SARS-CoV-2 reservoirs and/or an effect of Epstein-Barr virus reactivation, and evidence from immune subset changes for broad immune perturbation. Thus, the current picture is one of convergence towards a map of an immunopathogenic aetiology of long COVID, though as yet with insufficient data for a mechanistic synthesis or to fully inform therapeutic pathways.
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Affiliation(s)
- Daniel M Altmann
- Department of Immunology and Inflammation, Imperial College London, Hammersmith Hospital, London, UK.
| | - Emily M Whettlock
- Department of Infectious Disease, Imperial College London, Hammersmith Hospital, London, UK
| | - Siyi Liu
- Department of Immunology and Inflammation, Imperial College London, Hammersmith Hospital, London, UK
- Department of Infectious Disease, Imperial College London, Hammersmith Hospital, London, UK
| | - Deepa J Arachchillage
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College London, Hammersmith Hospital, London, UK
- Department of Haematology, Imperial College Healthcare NHS Trust, London, UK
| | - Rosemary J Boyton
- Department of Infectious Disease, Imperial College London, Hammersmith Hospital, London, UK
- Lung Division, Royal Brompton and Harefield Hospitals, Guy's and St Thomas' NHS Foundation Trust, London, UK
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11
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Proal AD, VanElzakker MB, Aleman S, Bach K, Boribong BP, Buggert M, Cherry S, Chertow DS, Davies HE, Dupont CL, Deeks SG, Eimer W, Ely EW, Fasano A, Freire M, Geng LN, Griffin DE, Henrich TJ, Iwasaki A, Izquierdo-Garcia D, Locci M, Mehandru S, Painter MM, Peluso MJ, Pretorius E, Price DA, Putrino D, Scheuermann RH, Tan GS, Tanzi RE, VanBrocklin HF, Yonker LM, Wherry EJ. SARS-CoV-2 reservoir in post-acute sequelae of COVID-19 (PASC). Nat Immunol 2023; 24:1616-1627. [PMID: 37667052 DOI: 10.1038/s41590-023-01601-2] [Citation(s) in RCA: 51] [Impact Index Per Article: 51.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 07/18/2023] [Indexed: 09/06/2023]
Abstract
Millions of people are suffering from Long COVID or post-acute sequelae of COVID-19 (PASC). Several biological factors have emerged as potential drivers of PASC pathology. Some individuals with PASC may not fully clear the coronavirus SARS-CoV-2 after acute infection. Instead, replicating virus and/or viral RNA-potentially capable of being translated to produce viral proteins-persist in tissue as a 'reservoir'. This reservoir could modulate host immune responses or release viral proteins into the circulation. Here we review studies that have identified SARS-CoV-2 RNA/protein or immune responses indicative of a SARS-CoV-2 reservoir in PASC samples. Mechanisms by which a SARS-CoV-2 reservoir may contribute to PASC pathology, including coagulation, microbiome and neuroimmune abnormalities, are delineated. We identify research priorities to guide the further study of a SARS-CoV-2 reservoir in PASC, with the goal that clinical trials of antivirals or other therapeutics with potential to clear a SARS-CoV-2 reservoir are accelerated.
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Affiliation(s)
- Amy D Proal
- PolyBio Research Foundation, Medford, MA, USA.
| | - Michael B VanElzakker
- PolyBio Research Foundation, Medford, MA, USA
- Division of Neurotherapeutics, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Soo Aleman
- Dept of Infectious Diseases and Unit of Post-Covid Huddinge, Karolinska University Hospital, Stockholm, Sweden
| | - Katie Bach
- PolyBio Research Foundation, Medford, MA, USA
- Nonresident Senior Fellow, Brookings Institution, Washington, DC, USA
| | - Brittany P Boribong
- Department of Pediatrics, Massachusetts General Hospital, Boston, MA, USA
- Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Marcus Buggert
- Center for Infectious Medicine, Department of Medicine Huddinge, Karolinska Institutet, Huddinge, Sweden
| | - Sara Cherry
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, UPENN, Philadelphia, PA, USA
| | - Daniel S Chertow
- Emerging Pathogens Section, Critical Care Medicine Department, Clinical Center, National Institutes of Health, Bethesda, MD, USA
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Helen E Davies
- Department of Respiratory Medicine, University Hospital Llandough, Cardiff University School of Medicine, University Hospital of Wales, Cardiff, UK
| | | | - Steven G Deeks
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - William Eimer
- Harvard Medical School, Boston, MA, USA
- Genetics and Aging Research Unit, Mass General Institute for Neurodegenerative Disease, Charlestown, MA, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, USA
- McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - E Wesley Ely
- The Critical Illness, Brain Dysfunction, Survivorship (CIBS) Center at Vanderbilt University Medical Center and the Veteran's Affairs Tennessee Valley Geriatric Research Education Clinical Center (GRECC), Nashville, TN, USA
| | - Alessio Fasano
- Department of Pediatrics, Massachusetts General Hospital, Boston, MA, USA
- Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Marcelo Freire
- J. Craig Venter Institute Department of Infectious Diseases, University of California, San Diego, La Jolla, CA, USA
| | - Linda N Geng
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Diane E Griffin
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Timothy J Henrich
- Division of Experimental Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Akiko Iwasaki
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
- Center for Infection and Immunity, Yale University School of Medicine, New Haven, CT, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - David Izquierdo-Garcia
- Department of Radiology, Harvard Medical School, Charlestown, MA, USA
- Department of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Michela Locci
- Institute for Immunology and Immune Health, and Department of Microbiology, University of Pennsylvania Perelman School Medicine, Philadelphia, PA, USA
| | - Saurabh Mehandru
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Henry D. Janowitz Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mark M Painter
- Institute for Immunology and Immune Health, and Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania Perelman School Medicine, Philadelphia, PA, USA
| | - Michael J Peluso
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Etheresia Pretorius
- Department of Physiological Sciences, Faculty of Science, Stellenbosch University, Stellenbosch, South Africa
- Department of Biochemistry and Systems Biology, Institute of Systems, Molecular and Integrative Biology, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, UK
| | - David A Price
- Division of Infection and Immunity, Cardiff University School of Medicine, University Hospital of Wales, Cardiff, UK
- Systems Immunity Research Institute, Cardiff University School of Medicine, University Hospital of Wales, Cardiff, UK
| | - David Putrino
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Richard H Scheuermann
- Department of Informatics, J. Craig Venter Institute, La Jolla, CA, USA
- Department of Pathology, University of California, San Diego, San Diego, CA, USA
- La Jolla Institute for Immunology, San Diego, CA, USA
| | - Gene S Tan
- J. Craig Venter Institute, La Jolla, CA, USA
- Division of Infectious Diseases, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Rudolph E Tanzi
- Harvard Medical School, Boston, MA, USA
- Genetics and Aging Research Unit, Mass General Institute for Neurodegenerative Disease, Charlestown, MA, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, USA
- McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Henry F VanBrocklin
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, USA
| | - Lael M Yonker
- Department of Pediatrics, Massachusetts General Hospital, Boston, MA, USA
- Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - E John Wherry
- Institute for Immunology and Immune Health, and Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania Perelman School Medicine, Philadelphia, PA, USA
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12
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Altmann DM, Reynolds CJ, Joy G, Otter AD, Gibbons JM, Pade C, Swadling L, Maini MK, Brooks T, Semper A, McKnight Á, Noursadeghi M, Manisty C, Treibel TA, Moon JC, Boyton RJ. Persistent symptoms after COVID-19 are not associated with differential SARS-CoV-2 antibody or T cell immunity. Nat Commun 2023; 14:5139. [PMID: 37612310 PMCID: PMC10447583 DOI: 10.1038/s41467-023-40460-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 07/27/2023] [Indexed: 08/25/2023] Open
Abstract
Among the unknowns in decoding the pathogenesis of SARS-CoV-2 persistent symptoms in Long Covid is whether there is a contributory role of abnormal immunity during acute infection. It has been proposed that Long Covid is a consequence of either an excessive or inadequate initial immune response. Here, we analyze SARS-CoV-2 humoral and cellular immunity in 86 healthcare workers with laboratory confirmed mild or asymptomatic SARS-CoV-2 infection during the first wave. Symptom questionnaires allow stratification into those with persistent symptoms and those without for comparison. During the period up to 18-weeks post-infection, we observe no difference in antibody responses to spike RBD or nucleoprotein, virus neutralization, or T cell responses. Also, there is no difference in the profile of antibody waning. Analysis at 1-year, after two vaccine doses, comparing those with persistent symptoms to those without, again shows similar SARS-CoV-2 immunity. Thus, quantitative differences in these measured parameters of SARS-CoV-2 adaptive immunity following mild or asymptomatic acute infection are unlikely to have contributed to Long Covid causality. ClinicalTrials.gov (NCT04318314).
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Affiliation(s)
- Daniel M Altmann
- Department of Immunology and Inflammation, Imperial College London, London, UK.
| | | | - George Joy
- St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | | | - Joseph M Gibbons
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Corinna Pade
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Leo Swadling
- Division of Infection and Immunity, University College London, London, UK
| | - Mala K Maini
- Division of Infection and Immunity, University College London, London, UK
| | - Tim Brooks
- UK Health Security Agency, Porton Down, UK
| | | | - Áine McKnight
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London, UK
| | - Charlotte Manisty
- St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - Thomas A Treibel
- St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - James C Moon
- St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - Rosemary J Boyton
- Department of Infectious Disease, Imperial College London, London, UK.
- Lung Division, Royal Brompton and Harefield Hospitals, Guy's and St Thomas' NHS Foundation Trust, London, UK.
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13
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Peluso MJ, Ryder D, Flavell R, Wang Y, Levi J, LaFranchi BH, Deveau TM, Buck AM, Munter SE, Asare KA, Aslam M, Koch W, Szabo G, Hoh R, Deswal M, Rodriguez A, Buitrago M, Tai V, Shrestha U, Lu S, Goldberg SA, Dalhuisen T, Durstenfeld MS, Hsue PY, Kelly JD, Kumar N, Martin JN, Gambir A, Somsouk M, Seo Y, Deeks SG, Laszik ZG, VanBrocklin HF, Henrich TJ. Multimodal Molecular Imaging Reveals Tissue-Based T Cell Activation and Viral RNA Persistence for Up to 2 Years Following COVID-19. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.07.27.23293177. [PMID: 37577714 PMCID: PMC10418298 DOI: 10.1101/2023.07.27.23293177] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
The etiologic mechanisms of post-acute medical morbidities and unexplained symptoms (Long COVID) following SARS-CoV-2 infection are incompletely understood. There is growing evidence that viral persistence and immune dysregulation may play a major role. We performed whole-body positron emission tomography (PET) imaging in a cohort of 24 participants at time points ranging from 27 to 910 days following acute SARS-CoV-2 infection using a novel radiopharmaceutical agent, [18F]F-AraG, a highly selective tracer that allows for anatomical quantitation of activated T lymphocytes. Tracer uptake in the post-acute COVID group, which included those with and without Long COVID symptoms, was significantly higher compared to pre-pandemic controls in many anatomical regions, including the brain stem, spinal cord, bone marrow, nasopharyngeal and hilar lymphoid tissue, cardiopulmonary tissues, and gut wall. Although T cell activation tended to be higher in participants imaged closer to the time of the acute illness, tracer uptake was increased in participants imaged up to 2.5 years following SARS-CoV-2 infection. We observed that T cell activation in spinal cord and gut wall was associated with the presence of Long COVID symptoms. In addition, tracer uptake in lung tissue was higher in those with persistent pulmonary symptoms. Notably, increased T cell activation in these tissues was also observed in many individuals without Long COVID. Given the high [18F]F-AraG uptake detected in the gut, we obtained colorectal tissue for in situ hybridization SARS-CoV-2 RNA and immunohistochemical studies in a subset of participants with Long COVID symptoms. We identified cellular SARS-CoV-2 RNA in rectosigmoid lamina propria tissue in all these participants, ranging from 158 to 676 days following initial COVID-19 illness, suggesting that tissue viral persistence could be associated with long-term immunological perturbations.
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Affiliation(s)
- Michael J. Peluso
- Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco, San Francisco, CA USA
| | - Dylan Ryder
- Division of Experimental Medicine, University of California San Francisco
| | - Robert Flavell
- Department of Radiology and Biomedical Imaging, University of California San Francisco
| | - Yingbing Wang
- Department of Radiology and Biomedical Imaging, University of California San Francisco
| | | | - Brian H. LaFranchi
- Division of Experimental Medicine, University of California San Francisco
| | - Tyler-Marie Deveau
- Division of Experimental Medicine, University of California San Francisco
| | - Amanda M. Buck
- Division of Experimental Medicine, University of California San Francisco
| | - Sadie E. Munter
- Division of Experimental Medicine, University of California San Francisco
| | - Kofi A. Asare
- Division of Experimental Medicine, University of California San Francisco
| | - Maya Aslam
- Department of Radiology and Biomedical Imaging, University of California San Francisco
| | - Wally Koch
- Department of Radiology and Biomedical Imaging, University of California San Francisco
| | - Gyula Szabo
- Department of Pathology, University of California San Francisco
| | - Rebecca Hoh
- Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco, San Francisco, CA USA
| | - Monika Deswal
- Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco, San Francisco, CA USA
| | - Antonio Rodriguez
- Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco, San Francisco, CA USA
| | - Melissa Buitrago
- Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco, San Francisco, CA USA
| | - Viva Tai
- Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco, San Francisco, CA USA
| | - Uttam Shrestha
- Department of Radiology and Biomedical Imaging, University of California San Francisco
| | - Scott Lu
- Department of Epidemiology and Biostatistics, University of California San Francisco
| | - Sarah A. Goldberg
- Department of Epidemiology and Biostatistics, University of California San Francisco
| | - Thomas Dalhuisen
- Department of Epidemiology and Biostatistics, University of California San Francisco
| | | | | | - J. Daniel Kelly
- Department of Epidemiology and Biostatistics, University of California San Francisco
| | - Nitasha Kumar
- Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco, San Francisco, CA USA
| | - Jeffrey N. Martin
- Department of Epidemiology and Biostatistics, University of California San Francisco
| | | | - Ma Somsouk
- Division of Gastroenterology, University of California San Francisco
| | - Youngho Seo
- Department of Radiology and Biomedical Imaging, University of California San Francisco
| | - Steven G. Deeks
- Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco, San Francisco, CA USA
| | | | - Henry F. VanBrocklin
- Department of Radiology and Biomedical Imaging, University of California San Francisco
| | - Timothy J. Henrich
- Division of Experimental Medicine, University of California San Francisco
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14
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Kervevan J, Staropoli I, Slama D, Jeger-Madiot R, Donnadieu F, Planas D, Pietri MP, Loghmari-Bouchneb W, Alaba Tanah M, Robinot R, Boufassa F, White M, Salmon-Ceron D, Chakrabarti LA. Divergent adaptive immune responses define two types of long COVID. Front Immunol 2023; 14:1221961. [PMID: 37559726 PMCID: PMC10408302 DOI: 10.3389/fimmu.2023.1221961] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Accepted: 07/03/2023] [Indexed: 08/11/2023] Open
Abstract
Background The role of adaptive immune responses in long COVID remains poorly understood, with contrasting hypotheses suggesting either an insufficient antiviral response or an excessive immune response associated with inflammatory damage. To address this issue, we set to characterize humoral and CD4+ T cell responses in long COVID patients prior to SARS-CoV-2 vaccination. Methods Long COVID patients who were seropositive (LC+, n=28) or seronegative (LC-, n=23) by spike ELISA assay were recruited based on (i) an initial SARS-CoV-2 infection documented by PCR or the conjunction of three major signs of COVID-19 and (ii) the persistence or resurgence of at least 3 symptoms for over 3 months. They were compared to COVID patients with resolved symptoms (RE, n=29) and uninfected control individuals (HD, n=29). Results The spectrum of persistent symptoms proved similar in both long COVID groups, with a trend for a higher number of symptoms in the seronegative group (median=6 vs 4.5; P=0.01). The use a highly sensitive S-flow assay enabled the detection of low levels of SARS-CoV-2 spike-specific IgG in 22.7% of ELISA-seronegative long COVID (LC-) patients. In contrast, spike-specific IgG levels were uniformly high in the LC+ and RE groups. Multiplexed antibody analyses to 30 different viral antigens showed that LC- patients had defective antibody responses to all SARS-CoV-2 proteins tested but had in most cases preserved responses to other viruses. A sensitive primary T cell line assay revealed low but detectable SARS-CoV-2-specific CD4 responses in 39.1% of LC- patients, while response frequencies were high in the LC+ and RE groups. Correlation analyses showed overall strong associations between humoral and cellular responses, with exceptions in the LC- group. Conclusions These findings provide evidence for two major types of antiviral immune responses in long COVID. Seropositive patients showed coordinated cellular and humoral responses at least as high as those of recovered patients. In contrast, ELISA-seronegative long COVID patients showed overall low antiviral responses, with detectable specific CD4+ T cells and/or antibodies in close to half of patients (52.2%). These divergent findings in patients sharing a comparable spectrum of persistent symptoms raise the possibility of multiple etiologies in long COVID.
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Affiliation(s)
- Jérôme Kervevan
- Virus and Immunity Unit, Institut Pasteur, Université de Paris Cité, CNRS UMR3569, Paris, France
| | - Isabelle Staropoli
- Virus and Immunity Unit, Institut Pasteur, Université de Paris Cité, CNRS UMR3569, Paris, France
| | - Dorsaf Slama
- Department of Infectious Diseases and Immunology, Hôtel Dieu Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris Cité, Paris, France
| | - Raphaël Jeger-Madiot
- Virus and Immunity Unit, Institut Pasteur, Université de Paris Cité, CNRS UMR3569, Paris, France
| | - Françoise Donnadieu
- Infectious Disease Analytics and Epidemiology G5 Unit, Institut Pasteur, Université de Paris Cité, Paris, France
| | - Delphine Planas
- Virus and Immunity Unit, Institut Pasteur, Université de Paris Cité, CNRS UMR3569, Paris, France
| | - Marie-Pierre Pietri
- Department of Infectious Diseases and Immunology, Hôtel Dieu Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris Cité, Paris, France
| | - Wiem Loghmari-Bouchneb
- Department of Infectious Diseases and Immunology, Hôtel Dieu Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris Cité, Paris, France
| | - Motolete Alaba Tanah
- Department of Infectious Diseases and Immunology, Hôtel Dieu Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris Cité, Paris, France
| | - Rémy Robinot
- Virus and Immunity Unit, Institut Pasteur, Université de Paris Cité, CNRS UMR3569, Paris, France
| | - Faroudy Boufassa
- INSERM U1018, Center for Research in Epidemiology and Population Health (CESP), Le Kremlin-Bicêtre, France
| | - Michael White
- Infectious Disease Analytics and Epidemiology G5 Unit, Institut Pasteur, Université de Paris Cité, Paris, France
| | - Dominique Salmon-Ceron
- Department of Infectious Diseases and Immunology, Hôtel Dieu Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris Cité, Paris, France
| | - Lisa A. Chakrabarti
- Virus and Immunity Unit, Institut Pasteur, Université de Paris Cité, CNRS UMR3569, Paris, France
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15
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Rousseau BA, Bhaduri-McIntosh S. Inflammation and Epstein-Barr Virus at the Crossroads of Multiple Sclerosis and Post-Acute Sequelae of COVID-19 Infection. Viruses 2023; 15:949. [PMID: 37112929 PMCID: PMC10141000 DOI: 10.3390/v15040949] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 03/29/2023] [Accepted: 04/11/2023] [Indexed: 04/29/2023] Open
Abstract
Recent studies have strengthened the evidence for Epstein-Barr Virus (EBV) as an important contributing factor in the development of multiple sclerosis (MS). Chronic inflammation is a key feature of MS. EBV+ B cells can express cytokines and exosomes that promote inflammation, and EBV is known to be reactivated through the upregulation of cellular inflammasomes. Inflammation is a possible cause of the breakdown of the blood-brain barrier (BBB), which allows the infiltration of lymphocytes into the central nervous system. Once resident, EBV+ or EBV-specific B cells could both plausibly exacerbate MS plaques through continued inflammatory processes, EBV reactivation, T cell exhaustion, and/or molecular mimicry. Another virus, SARS-CoV-2, the cause of COVID-19, is known to elicit a strong inflammatory response in infected and immune cells. COVID-19 is also associated with EBV reactivation, particularly in severely ill patients. Following viral clearance, continued inflammation may be a contributor to post-acute sequelae of COVID-19 infection (PASC). Evidence of aberrant cytokine activation in patients with PASC supports this hypothesis. If unaddressed, long-term inflammation could put patients at risk for reactivation of EBV. Determining mechanisms by which viruses can cause inflammation and finding treatments for reducing that inflammation may help reduce the disease burden for patients suffering from PASC, MS, and EBV diseases.
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Affiliation(s)
- Beth A. Rousseau
- Division of Infectious Diseases, Department of Pediatrics, University of Florida, Gainesville, FL 32610, USA
| | - Sumita Bhaduri-McIntosh
- Division of Infectious Diseases, Department of Pediatrics, University of Florida, Gainesville, FL 32610, USA
- Department of Molecular Genetics and Microbiology, University of Florida, Gainesville, FL 32610, USA
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16
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Buck AM, Deitchman AN, Takahashi S, Lu S, Goldberg SA, Hoh R, Williams MC, Kerbleski M, Deveau TM, Munter SE, Lombardo J, Wrin T, Petropoulos CJ, Durstenfeld MS, Hsue PY, Kelly JD, Greenhouse B, Martin JN, Deeks SG, Peluso MJ, Henrich TJ. The Breadth of the Neutralizing Antibody Response to Original SARS-CoV-2 Infection is Linked to the Presence of Long COVID Symptoms. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.30.23287923. [PMID: 37034660 PMCID: PMC10081395 DOI: 10.1101/2023.03.30.23287923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/28/2023]
Abstract
Background The associations between longitudinal dynamics and the breadth of SARS-CoV-2 neutralizing antibody response with various Long COVID (LC) phenotypes prior to vaccination are not known. The capacity of antibodies to cross neutralize a variety of viral variants may be associated with ongoing pathology and persistent symptoms. Methods We measured longitudinal neutralizing and cross-neutralizing antibody responses to pre- and post-SARS-CoV-2 Omicron variants in participants infected during the early waves of the COVID-19 pandemic, prior to wide-spread rollout of SARS-CoV-2 vaccines. Cross sectional regression models adjusted for various clinical covariates and longitudinal mixed effects models were used to determine the impact of the breadth and rate of decay of neutralizing responses on the development of Long COVID symptoms in general, as well as LC phenotypes. Results We identified several novel relationships between SARS-CoV-2 antibody neutralization and the presence of LC symptoms. Specifically, we show that, although neutralizing antibody responses to the original, infecting strain of SARS-CoV-2 were not associated with LC in cross-sectional analyses, cross-neutralization ID50 levels to the Omicron BA.5 variant approximately 4 months following acute infection was independently and significantly associated with greater odds of LC and with persistent gastrointestinal and neurological symptoms. Longitudinal modeling demonstrated significant associations in the overall levels and rates of decay of neutralization capacity with LC phenotypes. A higher proportion of participants had antibodies capable of neutralizing Omicron BA.5 compared with BA.1 or XBB.1.5 variants. Conclusions Our findings suggest that relationships between various immune responses and LC are likely complex but may involve the breadth of antibody neutralization responses.
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Affiliation(s)
- Amanda M. Buck
- Division of Experimental Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Amelia N. Deitchman
- Department of Clinical Pharmacy, University of California San Francisco, San Francisco, CA, United States
| | - Saki Takahashi
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Scott Lu
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, United States
| | - Sarah A. Goldberg
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, United States
| | - Rebecca Hoh
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Meghann C. Williams
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Marian Kerbleski
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Tyler-Marie Deveau
- Division of Experimental Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Sadie E. Munter
- Division of Experimental Medicine, University of California San Francisco, San Francisco, CA, United States
| | - James Lombardo
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Terri Wrin
- Monogram Biosciences, South San Francisco, CA, United States
| | | | - Matthew S. Durstenfeld
- Division of Cardiology, University of California San Francisco, San Francisco, CA, United States
| | - Priscilla Y. Hsue
- Division of Cardiology, University of California San Francisco, San Francisco, CA, United States
| | - J. Daniel Kelly
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, United States
| | - Bryan Greenhouse
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Jeffrey N. Martin
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, United States
| | - Steven G. Deeks
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Michael J. Peluso
- Division of HIV, ID and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Timothy J. Henrich
- Division of Experimental Medicine, University of California San Francisco, San Francisco, CA, United States
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