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Ruiz-Pablos M, Paiva B, Zabaleta A. Hypocortisolemic ASIA: a vaccine- and chronic infection-induced syndrome behind the origin of long COVID and myalgic encephalomyelitis. Front Immunol 2024; 15:1422940. [PMID: 39044822 PMCID: PMC11263040 DOI: 10.3389/fimmu.2024.1422940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 06/25/2024] [Indexed: 07/25/2024] Open
Abstract
Myalgic encephalomyelitis or chronic fatigue syndrome (ME/CFS), long COVID (LC) and post-COVID-19 vaccine syndrome show similarities in their pathophysiology and clinical manifestations. These disorders are related to viral or adjuvant persistence, immunological alterations, autoimmune diseases and hormonal imbalances. A developmental model is postulated that involves the interaction between immune hyperactivation, autoimmune hypophysitis or pituitary hypophysitis, and immune depletion. This process might begin with a deficient CD4 T-cell response to viral infections in genetically predisposed individuals (HLA-DRB1), followed by an uncontrolled immune response with CD8 T-cell hyperactivation and elevated antibody production, some of which may be directed against autoantigens, which can trigger autoimmune hypophysitis or direct damage to the pituitary, resulting in decreased production of pituitary hormones, such as ACTH. As the disease progresses, prolonged exposure to viral antigens can lead to exhaustion of the immune system, exacerbating symptoms and pathology. It is suggested that these disorders could be included in the autoimmune/adjuvant-induced inflammatory syndrome (ASIA) because of their similar clinical manifestations and possible relationship to genetic factors, such as polymorphisms in the HLA-DRB1 gene. In addition, it is proposed that treatment with antivirals, corticosteroids/ginseng, antioxidants, and metabolic precursors could improve symptoms by modulating the immune response, pituitary function, inflammation and oxidative stress. Therefore, the purpose of this review is to suggest a possible autoimmune origin against the adenohypophysis and a possible improvement of symptoms after treatment with corticosteroid replacement therapy.
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Affiliation(s)
- Manuel Ruiz-Pablos
- Faculty of Biological Sciences, Universidad Complutense de Madrid, Madrid, Spain
| | - Bruno Paiva
- Centro de Investigación Médica Aplicada (CIMA), IdiSNA, Instituto de Investigación Sanitaria de Navarra, Clinica Universidad de Navarra, Pamplona, Spain
| | - Aintzane Zabaleta
- Centro de Investigación Médica Aplicada (CIMA), IdiSNA, Instituto de Investigación Sanitaria de Navarra, Clinica Universidad de Navarra, Pamplona, Spain
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de Melo GD, Perraud V, Alvarez F, Vieites-Prado A, Kim S, Kergoat L, Coleon A, Trüeb BS, Tichit M, Piazza A, Thierry A, Hardy D, Wolff N, Munier S, Koszul R, Simon-Lorière E, Thiel V, Lecuit M, Lledo PM, Renier N, Larrous F, Bourhy H. Neuroinvasion and anosmia are independent phenomena upon infection with SARS-CoV-2 and its variants. Nat Commun 2023; 14:4485. [PMID: 37495586 PMCID: PMC10372078 DOI: 10.1038/s41467-023-40228-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 07/11/2023] [Indexed: 07/28/2023] Open
Abstract
Anosmia was identified as a hallmark of COVID-19 early in the pandemic, however, with the emergence of variants of concern, the clinical profile induced by SARS-CoV-2 infection has changed, with anosmia being less frequent. Here, we assessed the clinical, olfactory and neuroinflammatory conditions of golden hamsters infected with the original Wuhan SARS-CoV-2 strain, its isogenic ORF7-deletion mutant and three variants: Gamma, Delta, and Omicron/BA.1. We show that infected animals develop a variant-dependent clinical disease including anosmia, and that the ORF7 of SARS-CoV-2 contributes to the induction of olfactory dysfunction. Conversely, all SARS-CoV-2 variants are neuroinvasive, regardless of the clinical presentation they induce. Taken together, this confirms that neuroinvasion and anosmia are independent phenomena upon SARS-CoV-2 infection. Using newly generated nanoluciferase-expressing SARS-CoV-2, we validate the olfactory pathway as a major entry point into the brain in vivo and demonstrate in vitro that SARS-CoV-2 travels retrogradely and anterogradely along axons in microfluidic neuron-epithelial networks.
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Affiliation(s)
- Guilherme Dias de Melo
- Institut Pasteur, Université Paris Cité, Lyssavirus Epidemiology and Neuropathology Unit, F-75015, Paris, France
| | - Victoire Perraud
- Institut Pasteur, Université Paris Cité, Lyssavirus Epidemiology and Neuropathology Unit, F-75015, Paris, France
| | - Flavio Alvarez
- Institut Pasteur, Université Paris Cité, Channel Receptors Unit, F-75015, Paris, France
- Sorbonne Université, Collège Doctoral, F-75005, Paris, France
| | - Alba Vieites-Prado
- Institut du Cerveau et de la Moelle Épinière, Laboratoire de Plasticité Structurale, , Sorbonne Université, INSERM U1127, CNRS UMR7225, 75013, Paris, France
| | - Seonhee Kim
- Institut Pasteur, Université Paris Cité, Lyssavirus Epidemiology and Neuropathology Unit, F-75015, Paris, France
| | - Lauriane Kergoat
- Institut Pasteur, Université Paris Cité, Lyssavirus Epidemiology and Neuropathology Unit, F-75015, Paris, France
| | - Anthony Coleon
- Institut Pasteur, Université Paris Cité, Lyssavirus Epidemiology and Neuropathology Unit, F-75015, Paris, France
| | - Bettina Salome Trüeb
- Institute of Virology and Immunology (IVI), Bern, Switzerland; Department of Infectious Diseases and Pathobiology, Vetsuisse Faculty, University of Bern, Bern, Switzerland
| | - Magali Tichit
- Institut Pasteur, Université Paris Cité, Histopathology Platform, F-75015, Paris, France
| | - Aurèle Piazza
- Institut Pasteur, Université Paris Cité, Spatial Regulation of Genomes Laboratory, F-75015, Paris, France
| | - Agnès Thierry
- Institut Pasteur, Université Paris Cité, Spatial Regulation of Genomes Laboratory, F-75015, Paris, France
| | - David Hardy
- Institut Pasteur, Université Paris Cité, Histopathology Platform, F-75015, Paris, France
| | - Nicolas Wolff
- Institut Pasteur, Université Paris Cité, Channel Receptors Unit, F-75015, Paris, France
| | - Sandie Munier
- Institut Pasteur, Université Paris Cité, Molecular Genetics of RNA viruses Unit, F-75015, Paris, France
| | - Romain Koszul
- Institut Pasteur, Université Paris Cité, Spatial Regulation of Genomes Laboratory, F-75015, Paris, France
| | - Etienne Simon-Lorière
- Institut Pasteur, Université Paris Cité, Evolutionary Genomics of RNA Viruses Group, F-75015, Paris, France
| | - Volker Thiel
- Multidisciplinary Center for Infectious Diseases, University of Bern, Bern, Switzerland
| | - Marc Lecuit
- Institut Pasteur, Université Paris Cité, Inserm U1117, Biology of Infection Unit, 75015, Paris, France
- Necker-Enfants Malades University Hospital, Division of Infectious Diseases and Tropical Medicine, APHP, Institut Imagine, 75006, Paris, France
| | - Pierre-Marie Lledo
- Institut Pasteur, Université Paris Cité, Perception and Memory Unit, F-75015 Paris, France; CNRS UMR3571, 75015, Paris, France
| | - Nicolas Renier
- Institut du Cerveau et de la Moelle Épinière, Laboratoire de Plasticité Structurale, , Sorbonne Université, INSERM U1127, CNRS UMR7225, 75013, Paris, France
| | - Florence Larrous
- Institut Pasteur, Université Paris Cité, Lyssavirus Epidemiology and Neuropathology Unit, F-75015, Paris, France
| | - Hervé Bourhy
- Institut Pasteur, Université Paris Cité, Lyssavirus Epidemiology and Neuropathology Unit, F-75015, Paris, France.
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Gauthier S, Tran-Dinh A, Morilla I. Plasma proteome dynamics of COVID-19 severity learnt by a graph convolutional network of multi-scale topology. Life Sci Alliance 2023; 6:e202201624. [PMID: 36806094 PMCID: PMC9941303 DOI: 10.26508/lsa.202201624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 02/06/2023] [Accepted: 02/06/2023] [Indexed: 02/22/2023] Open
Abstract
Efforts to understand the molecular mechanisms of COVID-19 have led to the identification of ACE2 as the main receptor for the SARS-CoV-2 spike protein on cell surfaces. However, there are still important questions about the role of other proteins in disease progression. To address these questions, we modelled the plasma proteome of 384 COVID-19 patients using protein level measurements taken at three different times and incorporating comprehensive clinical evaluation data collected 28 d after hospitalisation. Our analysis can accurately assess the severity of the illness using a metric based on WHO scores. By using topological vectorisation, we identified proteins that vary most in expression based on disease severity, and then utilised these findings to construct a graph convolutional network. This dynamic model allows us to learn the molecular interactions between these proteins, providing a tool to determine the severity of a COVID-19 infection at an early stage and identify potential pharmacological treatments by studying the dynamic interactions between the most relevant proteins.
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Affiliation(s)
- Samy Gauthier
- Université Sorbonne Paris Nord, LAGA, CNRS, UMR 7539, Laboratoire d'excellence Inflamex, Villetaneuse, France
| | - Alexy Tran-Dinh
- Département d'anesthésie-Réanimation, INSERM, Université de Paris, AP-HP, Hôpital Bichat Claude Bernard, Paris, France
- Université de Paris, LVTS, Inserm U1148, Paris, France
| | - Ian Morilla
- Université Sorbonne Paris Nord, LAGA, CNRS, UMR 7539, Laboratoire d'excellence Inflamex, Villetaneuse, France
- Department of Genetics, University of Malaga, MLiMO, Málaga, Spain
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