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Dietrich J, Kang A, Tielemans B, Verleden SE, Khalil H, Länger F, Bruners P, Mentzer SJ, Welte T, Dreher M, Jonigk DD, Ackermann M. The role of vascularity and the fibrovascular interface in interstitial lung diseases. Eur Respir Rev 2025; 34:240080. [PMID: 39909504 PMCID: PMC11795288 DOI: 10.1183/16000617.0080-2024] [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: 04/12/2024] [Accepted: 10/24/2024] [Indexed: 02/07/2025] Open
Abstract
Interstitial lung disease (ILD) is a clinical term that refers to a diverse group of non-neoplastic lung diseases. This group includes idiopathic and secondary pulmonary entities that are often associated with progressive pulmonary fibrosis. Currently, therapeutic approaches based on specific structural targeting of pulmonary fibrosis are limited to nintedanib and pirfenidone, which can only slow down disease progression leading to a lower mortality rate. Lung transplantation is currently the only available curative treatment, but it is associated with high perioperative mortality. The pulmonary vasculature plays a central role in physiological lung function, and vascular remodelling is considered a hallmark of the initiation and progression of pulmonary fibrosis. Different patterns of pulmonary fibrosis commonly exhibit detectable pathological features such as morphomolecular changes, including intussusceptive and sprouting angiogenesis, vascular morphometry, broncho-systemic anastomoses, and aberrant angiogenesis-related gene expression patterns. Dynamic cellular interactions within the fibrovascular interface, such as endothelial activation and endothelial-mesenchymal transition, are also observed. This review aims to summarise the current clinical, radiological and pathological diagnostic algorithm for different ILDs, including usual interstitial pneumonia/idiopathic pulmonary fibrosis, non-specific interstitial pneumonia, alveolar fibroelastosis/pleuroparenchymal fibroelastosis, hypersensitivity pneumonitis, systemic sclerosis-related ILD and coronavirus disease 2019 injury. It emphasises an interdisciplinary clinicopathological perspective. Additionally, the review covers current therapeutic strategies and knowledge about associated vascular abnormalities.
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Affiliation(s)
- Jana Dietrich
- Institute of Pathology, University Clinics Aachen, RWTH University of Aachen, Aachen, Germany
- J. Dietrich and A. Kang share first authorship
| | - Alice Kang
- Department of Pneumology and Intensive Care Medicine, University Hospital RWTH Aachen, Aachen, Germany
- J. Dietrich and A. Kang share first authorship
| | - Birger Tielemans
- Institute of Pathology, University Clinics Aachen, RWTH University of Aachen, Aachen, Germany
| | - Stijn E Verleden
- Antwerp Surgical Training, Anatomy and Research Centre (ASTARC), University of Antwerp, Edegem, Belgium
- Department of Respiratory Medicine, University Hospital Antwerp, Edegem, Belgium
| | - Hassan Khalil
- Laboratory of Adaptive and Regenerative Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Thoracic Surgery, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Florian Länger
- Institute of Pathology, University Clinics Aachen, RWTH University of Aachen, Aachen, Germany
| | - Philipp Bruners
- Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Aachen, Germany
| | - Steven J Mentzer
- Laboratory of Adaptive and Regenerative Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Thoracic Surgery, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Tobias Welte
- Department of Respiratory Medicine and Infectious Disease, Hannover Medical School, Hannover, Germany
| | - Michael Dreher
- Department of Pneumology and Intensive Care Medicine, University Hospital RWTH Aachen, Aachen, Germany
| | - Danny D Jonigk
- Institute of Pathology, University Clinics Aachen, RWTH University of Aachen, Aachen, Germany
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover, German Center for Lung Research, Hannover, Germany
- Institute of Pathology, Hannover Medical School, Hannover, Germany
- D.D. Jonigk and M. Ackermann share senior authorship
| | - Maximilian Ackermann
- Institute of Pathology, University Clinics Aachen, RWTH University of Aachen, Aachen, Germany
- Institute of Pathology and Molecular Pathology, Helios University Clinic Wuppertal, University of Witten/Herdecke, Wuppertal, Germany
- Institute of Anatomy, University Medical Center of Johannes Gutenberg University Mainz, Mainz, Germany
- D.D. Jonigk and M. Ackermann share senior authorship
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2
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Mayr CH, Santacruz D, Jarosch S, Bleck M, Dalton J, McNabola A, Lempp C, Neubert L, Rath B, Kamp JC, Jonigk D, Kühnel M, Schlüter H, Klimowicz A, Doerr J, Dick A, Ramirez F, Thomas MJ. Spatial transcriptomic characterization of pathologic niches in IPF. SCIENCE ADVANCES 2024; 10:eadl5473. [PMID: 39121212 PMCID: PMC11313858 DOI: 10.1126/sciadv.adl5473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 07/08/2024] [Indexed: 08/11/2024]
Abstract
Despite advancements in antifibrotic therapy, idiopathic pulmonary fibrosis (IPF) remains a medical condition with unmet needs. Single-cell RNA sequencing (scRNA-seq) has enhanced our understanding of IPF but lacks the cellular tissue context and gene expression localization that spatial transcriptomics provides. To bridge this gap, we profiled IPF and control patient lung tissue using spatial transcriptomics, integrating the data with an IPF scRNA-seq atlas. We identified three disease-associated niches with unique cellular compositions and localizations. These include a fibrotic niche, consisting of myofibroblasts and aberrant basaloid cells, located around airways and adjacent to an airway macrophage niche in the lumen, containing SPP1+ macrophages. In addition, we identified an immune niche, characterized by distinct lymphoid cell foci in fibrotic tissue, surrounded by remodeled endothelial vessels. This spatial characterization of IPF niches will facilitate the identification of drug targets that disrupt disease-driving niches and aid in the development of disease relevant in vitro models.
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Affiliation(s)
- Christoph H. Mayr
- Boehringer Ingelheim Pharma GmbH & Co. KG, Department Immunology and Respiratory Disease research, Birkendorfer Straße 65, 88397 Biberach an der Riß, Germany
| | - Diana Santacruz
- Boehringer Ingelheim Pharma GmbH & Co. KG, Global Computational Biology and Digital Sciences, Birkendorfer Straße 65, 88397 Biberach an der Riß, Germany
| | - Sebastian Jarosch
- Boehringer Ingelheim Pharma GmbH & Co. KG, Department Drug Discovery Sciences, Birkendorfer Straße 65, 88397 Biberach an der Riß, Germany
| | - Marina Bleck
- Boehringer Ingelheim Pharmaceuticals Inc., Department of Immunology and Respiratory Diseases Research, 900 Ridgebury Road, Ridgefield, CT 06877 USA
| | - John Dalton
- Boehringer Ingelheim Pharmaceuticals Inc., Department of Immunology and Respiratory Diseases Research, 900 Ridgebury Road, Ridgefield, CT 06877 USA
| | - Angela McNabola
- Boehringer Ingelheim Pharmaceuticals Inc., Department of Immunology and Respiratory Diseases Research, 900 Ridgebury Road, Ridgefield, CT 06877 USA
| | - Charlotte Lempp
- Boehringer Ingelheim Pharma GmbH & Co. KG, Department Drug Discovery Sciences, Birkendorfer Straße 65, 88397 Biberach an der Riß, Germany
| | - Lavinia Neubert
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), Hannover, Germany
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Berenice Rath
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), Hannover, Germany
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Jan C. Kamp
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), Hannover, Germany
- Department of Respiratory Medicine and Infectious Diseases, Hannover Medical School, Hannover, Germany
| | - Danny Jonigk
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), Hannover, Germany
- Institute of Pathology, Hannover Medical School, Hannover, Germany
- Institute of Pathology, University Medical Center RWTH University of Aachen, Aachen, Germany
| | - Mark Kühnel
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL), Hannover, Germany
- Institute of Pathology, University Medical Center RWTH University of Aachen, Aachen, Germany
| | - Holger Schlüter
- Boehringer Ingelheim Pharma GmbH & Co. KG, Department Immunology and Respiratory Disease research, Birkendorfer Straße 65, 88397 Biberach an der Riß, Germany
| | - Alexander Klimowicz
- Boehringer Ingelheim Pharmaceuticals Inc., Department of Immunology and Respiratory Diseases Research, 900 Ridgebury Road, Ridgefield, CT 06877 USA
| | - Jonas Doerr
- Boehringer Ingelheim Pharma GmbH & Co. KG, Department Drug Discovery Sciences, Birkendorfer Straße 65, 88397 Biberach an der Riß, Germany
| | - Alec Dick
- Boehringer Ingelheim Pharma GmbH & Co. KG, Global Computational Biology and Digital Sciences, Birkendorfer Straße 65, 88397 Biberach an der Riß, Germany
| | - Fidel Ramirez
- Boehringer Ingelheim Pharma GmbH & Co. KG, Global Computational Biology and Digital Sciences, Birkendorfer Straße 65, 88397 Biberach an der Riß, Germany
| | - Matthew J. Thomas
- Boehringer Ingelheim Pharma GmbH & Co. KG, Department Immunology and Respiratory Disease research, Birkendorfer Straße 65, 88397 Biberach an der Riß, Germany
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Yoon H, Dean LS, Jiyarom B, Khadka VS, Deng Y, Nerurkar VR, Chow DC, Shikuma CM, Devendra G, Koh Y, Park J. Single-cell RNA sequencing reveals characteristics of myeloid cells in post-acute sequelae of SARS-CoV-2 patients with persistent respiratory symptoms. Front Immunol 2024; 14:1268510. [PMID: 38259488 PMCID: PMC10800799 DOI: 10.3389/fimmu.2023.1268510] [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: 07/28/2023] [Accepted: 12/14/2023] [Indexed: 01/24/2024] Open
Abstract
Background Although our understanding of the immunopathology and subsequent risk and severity of COVID-19 disease is evolving, a detailed account of immune responses that contribute to the long-term consequences of pulmonary complications in COVID-19 infection remains unclear. Few studies have detailed the immune and cytokine profiles associated with post-acute sequelae of SARS-CoV-2 infection (PASC) with persistent pulmonary symptoms. The dysregulation of the immune system that drives pulmonary sequelae in COVID-19 survivors and PASC sufferers remains largely unknown. Results To characterize the immunological features of pulmonary PASC (PPASC), we performed droplet-based single-cell RNA sequencing (scRNA-seq) to study the transcriptomic profiles of peripheral blood mononuclear cells (PBMCs) from a participant naïve to SARS-CoV-2 (Control) (n=1) and infected with SARS-CoV-2 with chronic pulmonary symptoms (PPASC) (n=2). After integrating scRNA-seq data with a naïve participant from a published dataset, 11 distinct cell populations were identified based on the expression of canonical markers. The proportion of myeloid-lineage cells ([MLCs]; CD14+/CD16+monocytes, and dendritic cells) was increased in PPASC (n=2) compared to controls (n=2). MLCs from PPASC displayed up-regulation of genes associated with pulmonary symptoms/fibrosis, while glycolysis metabolism-related genes were downregulated. Similarly, pathway analysis showed that fibrosis-related (VEGF, WNT, and SMAD) and cell death pathways were up-regulated, but immune pathways were down-regulated in PPASC. Further comparison of PPASC with scRNA-seq data with Severe COVID-19 (n=4) data demonstrated enrichment of fibrotic transcriptional signatures. In PPASC, we observed interactive VEGF ligand-receptor pairs among MLCs, and network modules in CD14+ (cluster 4) and CD16+ (Cluster 5) monocytes displayed a significant enrichment for biological pathways linked to adverse COVID-19 outcomes, fibrosis, and angiogenesis. Further analysis revealed a distinct metabolic alteration in MLCs with a down-regulation of glycolysis/gluconeogenesis in PPASC compared to SARS-CoV-2 naïve samples. Conclusion Analysis of a small scRNA-seq dataset demonstrated alterations in the immune response and cellular landscape in PPASC. The presence of elevated MLC levels and their corresponding gene signatures associated with fibrosis, immune response suppression, and altered metabolic states suggests a potential role in PPASC development.
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Affiliation(s)
- Hyundong Yoon
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Logan S. Dean
- Hawaii Center for AIDS, University of Hawai’i at Mānoa, Honolulu, HI, United States
- Tropical Medicine, Medical Microbiology, and Pharmacology, John A. Burns School Medicine, University of Hawai’i at Manoa, Honolulu, HI, United States
| | - Boonyanudh Jiyarom
- Hawaii Center for AIDS, University of Hawai’i at Mānoa, Honolulu, HI, United States
| | - Vedbar S. Khadka
- Bioinformatics Core, Department of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawaii, Mānoa, Honolulu, HI, United States
| | - Youping Deng
- Bioinformatics Core, Department of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawaii, Mānoa, Honolulu, HI, United States
| | - Vivek R. Nerurkar
- Tropical Medicine, Medical Microbiology, and Pharmacology, John A. Burns School Medicine, University of Hawai’i at Manoa, Honolulu, HI, United States
| | - Dominic C. Chow
- Hawaii Center for AIDS, University of Hawai’i at Mānoa, Honolulu, HI, United States
- Department of Medicine, John A. Burns School of Medicine, University of Hawai’i at Mānoa, Honolulu, HI, United States
| | - Cecilia M. Shikuma
- Hawaii Center for AIDS, University of Hawai’i at Mānoa, Honolulu, HI, United States
- Tropical Medicine, Medical Microbiology, and Pharmacology, John A. Burns School Medicine, University of Hawai’i at Manoa, Honolulu, HI, United States
- Department of Medicine, John A. Burns School of Medicine, University of Hawai’i at Mānoa, Honolulu, HI, United States
| | - Gehan Devendra
- Department of Medicine, John A. Burns School of Medicine, University of Hawai’i at Mānoa, Honolulu, HI, United States
- Department of Pulmonary and Critical Care, Queen’s Medical Center, Honolulu, HI, United States
| | - Youngil Koh
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Juwon Park
- Hawaii Center for AIDS, University of Hawai’i at Mānoa, Honolulu, HI, United States
- Tropical Medicine, Medical Microbiology, and Pharmacology, John A. Burns School Medicine, University of Hawai’i at Manoa, Honolulu, HI, United States
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Taheri G, Habibi M. Identification of essential genes associated with SARS-CoV-2 infection as potential drug target candidates with machine learning algorithms. Sci Rep 2023; 13:15141. [PMID: 37704748 PMCID: PMC10499814 DOI: 10.1038/s41598-023-42127-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 09/05/2023] [Indexed: 09/15/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) requires the fast discovery of effective treatments to fight this worldwide concern. Several genes associated with the SARS-CoV-2, which are essential for its functionality, pathogenesis, and survival, have been identified. These genes, which play crucial roles in SARS-CoV-2 infection, are considered potential therapeutic targets. Developing drugs against these essential genes to inhibit their regular functions could be a good approach for COVID-19 treatment. Artificial intelligence and machine learning methods provide powerful infrastructures for interpreting and understanding the available data and can assist in finding fast explanations and cures. We propose a method to highlight the essential genes that play crucial roles in SARS-CoV-2 pathogenesis. For this purpose, we define eleven informative topological and biological features for the biological and PPI networks constructed on gene sets that correspond to COVID-19. Then, we use three different unsupervised learning algorithms with different approaches to rank the important genes with respect to our defined informative features. Finally, we present a set of 18 important genes related to COVID-19. Materials and implementations are available at: https://github.com/MahnazHabibi/Gene_analysis .
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Affiliation(s)
- Golnaz Taheri
- Department of Computer and Systems Sciences, Stockholm University, Stockholm, Sweden.
- Science for Life Laboratory, Stockholm, Sweden.
| | - Mahnaz Habibi
- Department of Mathematics, Qazvin Branch, Islamic Azad University, Qazvin, Iran
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Borek I, Birnhuber A, Voelkel NF, Marsh LM, Kwapiszewska G. The vascular perspective on acute and chronic lung disease. J Clin Invest 2023; 133:e170502. [PMID: 37581311 PMCID: PMC10425217 DOI: 10.1172/jci170502] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/16/2023] Open
Abstract
The pulmonary vasculature has been frequently overlooked in acute and chronic lung diseases, such as acute respiratory distress syndrome (ARDS), pulmonary fibrosis (PF), and chronic obstructive pulmonary disease (COPD). The primary emphasis in the management of these parenchymal disorders has largely revolved around the injury and aberrant repair of epithelial cells. However, there is increasing evidence that the vascular endothelium plays an active role in the development of acute and chronic lung diseases. The endothelial cell network in the capillary bed and the arterial and venous vessels provides a metabolically highly active barrier that controls the migration of immune cells, regulates vascular tone and permeability, and participates in the remodeling processes. Phenotypically and functionally altered endothelial cells, and remodeled vessels, can be found in acute and chronic lung diseases, although to different degrees, likely because of disease-specific mechanisms. Since vascular remodeling is associated with pulmonary hypertension, which worsens patient outcomes and survival, it is crucial to understand the underlying vascular alterations. In this Review, we describe the current knowledge regarding the role of the pulmonary vasculature in the development and progression of ARDS, PF, and COPD; we also outline future research directions with the hope of facilitating the development of mechanism-based therapies.
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Affiliation(s)
- Izabela Borek
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria
| | - Anna Birnhuber
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria
- Otto Loewi Research Center, Division of Physiology and Pathophysiology, Medical University of Graz, Graz, Austria
| | - Norbert F. Voelkel
- Pulmonary Medicine Department, University of Amsterdam Medical Centers, Amsterdam, Netherlands
- Department of Pulmonary Medicine, Amsterdam Cardiovascular Sciences, Amsterdam University Medical Centers, Amsterdam, Netherlands
| | - Leigh M. Marsh
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria
- Otto Loewi Research Center, Division of Physiology and Pathophysiology, Medical University of Graz, Graz, Austria
| | - Grazyna Kwapiszewska
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria
- Otto Loewi Research Center, Division of Physiology and Pathophysiology, Medical University of Graz, Graz, Austria
- Institute for Lung Health, German Lung Center (DZL), Cardiopulmonary Institute, Giessen, Germany
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Zheng Z, Peng F, Zhou Y. Pulmonary fibrosis: A short- or long-term sequelae of severe COVID-19? CHINESE MEDICAL JOURNAL PULMONARY AND CRITICAL CARE MEDICINE 2023; 1:77-83. [PMID: 37388822 PMCID: PMC9988550 DOI: 10.1016/j.pccm.2022.12.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Revised: 10/21/2022] [Accepted: 12/04/2022] [Indexed: 07/01/2023]
Abstract
The pandemic of coronavirus disease 2019 (COVID‑19), caused by a novel severe acute respiratory syndrome (SARS) coronavirus 2 (SARS-CoV-2), has caused an enormous impact on the global healthcare. SARS-CoV-2 infection primarily targets the respiratory system. Although most individuals testing positive for SARS-CoV-2 present mild or no upper respiratory tract symptoms, patients with severe COVID-19 can rapidly progress to acute respiratory distress syndrome (ARDS). ARDS-related pulmonary fibrosis is a recognized sequelae of COVID-19. Whether post-COVID-19 lung fibrosis is resolvable, persistent, or even becomes progressive as seen in human idiopathic pulmonary fibrosis (IPF) is currently not known and remains a matter of debate. With the emergence of effective vaccines and treatments against COVID-19, it is now important to build our understanding of the long-term sequela of SARS-CoV-2 infection, to identify COVID-19 survivors who are at risk of developing chronic pulmonary fibrosis, and to develop effective anti-fibrotic therapies. The current review aims to summarize the pathogenesis of COVID-19 in the respiratory system and highlights ARDS-related lung fibrosis in severe COVID-19 and the potential mechanisms. It envisions the long-term fibrotic lung complication in COVID-19 survivors, in particular in the aged population. The early identification of patients at risk of developing chronic lung fibrosis and the development of anti-fibrotic therapies are discussed.
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Affiliation(s)
- Zhen Zheng
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Fei Peng
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
- Department of Respiratory Medicine, The Second Xiangya Hospital, Central-South University, Changsha, Hunan 410011, China
| | - Yong Zhou
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
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Hatabu H, Kaye KM, Christiani DC. Reply to Kamp et al.: Novel Insight into Pulmonary Fibrosis and Long Covid. Am J Respir Crit Care Med 2023; 207:1108. [PMID: 36731064 PMCID: PMC10112438 DOI: 10.1164/rccm.202301-0054le] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Affiliation(s)
- Hiroto Hatabu
- Department of Radiology, Center for Pulmonary Functional Imaging, and
| | - Kenneth M. Kaye
- Division of Infectious Diseases, Brigham and Women’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - David C. Christiani
- Pulmonary and Critical Care Division, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; and
- Department of Environmental Health, Harvard TH Chan School of Public Health, Boston, Massachusetts
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Redenšek Trampuž S, Vogrinc D, Goričar K, Dolžan V. Shared miRNA landscapes of COVID-19 and neurodegeneration confirm neuroinflammation as an important overlapping feature. Front Mol Neurosci 2023; 16:1123955. [PMID: 37008787 PMCID: PMC10064073 DOI: 10.3389/fnmol.2023.1123955] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 02/20/2023] [Indexed: 03/19/2023] Open
Abstract
Introduction Development and worsening of most common neurodegenerative diseases, such as Alzheimer's disease, Parkinson's disease, and multiple sclerosis, have been associated with COVID-19 However, the mechanisms associated with neurological symptoms in COVID-19 patients and neurodegenerative sequelae are not clear. The interplay between gene expression and metabolite production in CNS is driven by miRNAs. These small non-coding molecules are dysregulated in most common neurodegenerative diseases and COVID-19. Methods We have performed a thorough literature screening and database mining to search for shared miRNA landscapes of SARS-CoV-2 infection and neurodegeneration. Differentially expressed miRNAs in COVID-19 patients were searched using PubMed, while differentially expressed miRNAs in patients with five most common neurodegenerative diseases (Alzheimer's disease, Parkinson's disease, Huntington's disease, amyotrophic lateral sclerosis, and multiple sclerosis) were searched using the Human microRNA Disease Database. Target genes of the overlapping miRNAs, identified with the miRTarBase, were used for the pathway enrichment analysis performed with Kyoto Encyclopedia of Genes and Genomes and Reactome. Results In total, 98 common miRNAs were found. Additionally, two of them (hsa-miR-34a and hsa-miR-132) were highlighted as promising biomarkers of neurodegeneration, as they are dysregulated in all five most common neurodegenerative diseases and COVID-19. Additionally, hsa-miR-155 was upregulated in four COVID-19 studies and found to be dysregulated in neurodegeneration processes as well. Screening for miRNA targets identified 746 unique genes with strong evidence for interaction. Target enrichment analysis highlighted most significant KEGG and Reactome pathways being involved in signaling, cancer, transcription and infection. However, the more specific identified pathways confirmed neuroinflammation as being the most important shared feature. Discussion Our pathway based approach has identified overlapping miRNAs in COVID-19 and neurodegenerative diseases that may have a valuable potential for neurodegeneration prediction in COVID-19 patients. Additionally, identified miRNAs can be further explored as potential drug targets or agents to modify signaling in shared pathways. Graphical AbstractShared miRNA molecules among the five investigated neurodegenerative diseases and COVID-19 were identified. The two overlapping miRNAs, hsa-miR-34a and has-miR-132, present potential biomarkers of neurodegenerative sequelae after COVID-19. Furthermore, 98 common miRNAs between all five neurodegenerative diseases together and COVID-19 were identified. A KEGG and Reactome pathway enrichment analyses was performed on the list of shared miRNA target genes and finally top 20 pathways were evaluated for their potential for identification of new drug targets. A common feature of identified overlapping miRNAs and pathways is neuroinflammation. AD, Alzheimer's disease; ALS, amyotrophic lateral sclerosis; COVID-19, coronavirus disease 2019; HD, Huntington's disease; KEGG, Kyoto Encyclopedia of Genes and Genomes; MS, multiple sclerosis; PD, Parkinson's disease.
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Affiliation(s)
| | | | | | - Vita Dolžan
- Pharmacogenetics Laboratory, Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
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9
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Zubieta-Calleja GR, Zubieta-DeUrioste N, de Jesús Montelongo F, Sanchez MGR, Campoverdi AF, Rocco PRM, Battaglini D, Ball L, Pelosi P. Morphological and functional findings in COVID-19 lung disease as compared to Pneumonia, ARDS, and High-Altitude Pulmonary Edema. Respir Physiol Neurobiol 2023; 309:104000. [PMID: 36460252 PMCID: PMC9707029 DOI: 10.1016/j.resp.2022.104000] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Revised: 11/18/2022] [Accepted: 11/27/2022] [Indexed: 12/03/2022]
Abstract
Coronavirus disease-2019 (COVID-19) may severely affect respiratory function and evolve to life-threatening hypoxia. The clinical experience led to the implementation of standardized protocols assuming similarity to severe acute respiratory syndrome (SARS-CoV-2). Understanding the histopathological and functional patterns is essential to better understand the pathophysiology of COVID-19 and then develop new therapeutic strategies. Epithelial and endothelial cell damage can result from the virus attack, thus leading to immune-mediated response. Pulmonary histopathological findings show the presence of Mallory bodies, alveolar coating cells with nuclear atypia, reactive pneumocytes, reparative fibrosis, intra-alveolar hemorrhage, moderate inflammatory infiltrates, micro-abscesses, microthrombus, hyaline membrane fragments, and emphysema-like lung areas. COVID-19 patients may present different respiratory stages from silent to critical hypoxemia, are associated with the degree of pulmonary parenchymal involvement, thus yielding alteration of ventilation and perfusion relationships. This review aims to: discuss the morphological (histopathological and radiological) and functional findings of COVID-19 compared to acute interstitial pneumonia, acute respiratory distress syndrome (ARDS), and high-altitude pulmonary edema (HAPE), four entities that share common clinical traits, but have peculiar pathophysiological features with potential implications to their clinical management.
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Affiliation(s)
| | | | - Felipe de Jesús Montelongo
- Critical and Neurointensive Care Unit and Pathology Department, Hospital General de Ecatepec “Las Américas”, Instituto de Salud del Estado de México, México
| | - Manuel Gabriel Romo Sanchez
- Critical and Neurointensive Care Unit and Pathology Department, Hospital General de Ecatepec “Las Américas”, Instituto de Salud del Estado de México, México
| | | | - Patricia Rieken Macedo Rocco
- Laboratory of Pulmonary Investigation, Carlos Chagas Filho Institute of Biophysics, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil,COVID-19 Virus Network, Ministry of Science, Technology, and Innovation, Brasilia, Brazil
| | - Denise Battaglini
- Anesthesia and Intensive Care, San Martino Policlinico Hospital, IRCCS for Oncology and Neurosciences, Genoa, Italy,Corresponding author
| | - Lorenzo Ball
- Anesthesia and Intensive Care, San Martino Policlinico Hospital, IRCCS for Oncology and Neurosciences, Genoa, Italy,Department of Surgical Sciences and Integrated Diagnostics, University of Genoa, Genoa, Italy
| | - Paolo Pelosi
- Anesthesia and Intensive Care, San Martino Policlinico Hospital, IRCCS for Oncology and Neurosciences, Genoa, Italy,Department of Surgical Sciences and Integrated Diagnostics, University of Genoa, Genoa, Italy
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Ackermann M, Kamp JC, Werlein C, Walsh CL, Stark H, Prade V, Surabattula R, Wagner WL, Disney C, Bodey AJ, Illig T, Leeming DJ, Karsdal MA, Tzankov A, Boor P, Kühnel MP, Länger FP, Verleden SE, Kvasnicka HM, Kreipe HH, Haverich A, Black SM, Walch A, Tafforeau P, Lee PD, Hoeper MM, Welte T, Seeliger B, David S, Schuppan D, Mentzer SJ, Jonigk DD. The fatal trajectory of pulmonary COVID-19 is driven by lobular ischemia and fibrotic remodelling. EBioMedicine 2022; 85:104296. [PMID: 36206625 PMCID: PMC9535314 DOI: 10.1016/j.ebiom.2022.104296] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 09/14/2022] [Accepted: 09/16/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND COVID-19 is characterized by a heterogeneous clinical presentation, ranging from mild symptoms to severe courses of disease. 9-20% of hospitalized patients with severe lung disease die from COVID-19 and a substantial number of survivors develop long-COVID. Our objective was to provide comprehensive insights into the pathophysiology of severe COVID-19 and to identify liquid biomarkers for disease severity and therapy response. METHODS We studied a total of 85 lungs (n = 31 COVID autopsy samples; n = 7 influenza A autopsy samples; n = 18 interstitial lung disease explants; n = 24 healthy controls) using the highest resolution Synchrotron radiation-based hierarchical phase-contrast tomography, scanning electron microscopy of microvascular corrosion casts, immunohistochemistry, matrix-assisted laser desorption ionization mass spectrometry imaging, and analysis of mRNA expression and biological pathways. Plasma samples from all disease groups were used for liquid biomarker determination using ELISA. The anatomic/molecular data were analyzed as a function of patients' hospitalization time. FINDINGS The observed patchy/mosaic appearance of COVID-19 in conventional lung imaging resulted from microvascular occlusion and secondary lobular ischemia. The length of hospitalization was associated with increased intussusceptive angiogenesis. This was associated with enhanced angiogenic, and fibrotic gene expression demonstrated by molecular profiling and metabolomic analysis. Increased plasma fibrosis markers correlated with their pulmonary tissue transcript levels and predicted disease severity. Plasma analysis confirmed distinct fibrosis biomarkers (TSP2, GDF15, IGFBP7, Pro-C3) that predicted the fatal trajectory in COVID-19. INTERPRETATION Pulmonary severe COVID-19 is a consequence of secondary lobular microischemia and fibrotic remodelling, resulting in a distinctive form of fibrotic interstitial lung disease that contributes to long-COVID. FUNDING This project was made possible by a number of funders. The full list can be found within the Declaration of interests / Acknowledgements section at the end of the manuscript.
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Affiliation(s)
- Maximilian Ackermann
- Institute of Pathology and Molecular Pathology, Helios University Clinic Wuppertal, University of Witten/Herdecke, Germany
- Institute of Functional and Clinical Anatomy, University Medical Center of the Johannes Gutenberg-University Mainz, Germany
| | - Jan C. Kamp
- Department of Respiratory Medicine, Hannover Medical School, Hannover, Germany
- Member of the German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
| | - Christopher Werlein
- Member of the German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Claire L. Walsh
- Centre for Advanced Biomedical Imaging, University College London, UK
| | - Helge Stark
- Member of the German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Verena Prade
- Research Unit Analytical Pathology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Rambabu Surabattula
- Institute of Translational Immunology and Research Center for Immune Therapy, University Medical Center, Johannes Gutenberg University, Mainz, Germany
| | - Willi L. Wagner
- Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany
- Member of the German Center for Lung Research (DZL), Translational Lung Research Center Heidelberg (TLRC), Heidelberg, Germany
| | - Catherine Disney
- Department of Mechanical Engineering, University College London, UK
| | | | - Thomas Illig
- Member of the German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
- Hannover Unified Biobank, Hannover Medical School, Hannover Medical School, Germany
| | - Diana J. Leeming
- Hannover Unified Biobank, Hannover Medical School, Hannover Medical School, Germany
| | | | - Alexandar Tzankov
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Peter Boor
- Institute of Pathology, RWTH Aachen University Hospital, Aachen, Germany
| | - Mark P. Kühnel
- Member of the German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Florian P. Länger
- Member of the German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Stijn E. Verleden
- Department of Thoracic Surgery, University Hospital Antwerp Edegem, Belgium
| | - Hans M. Kvasnicka
- Institute of Pathology and Molecular Pathology, Helios University Clinic Wuppertal, University of Witten/Herdecke, Germany
| | - Hans H. Kreipe
- Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Axel Haverich
- Member of the German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
- Department of Cardiothoracic, Transplantation, and Vascular Surgery, Hannover Medical School, Germany
| | - Stephen M. Black
- Department of Cellular Biology and Pharmacology, Center for Translational Research, Florida International University, USA
| | - Axel Walch
- Nordic Bioscience Biomarkers and Research, Herlev, Denmark
| | - Paul Tafforeau
- European Synchrotron Radiation Facility, Grenoble, France
| | - Peter D. Lee
- Hannover Unified Biobank, Hannover Medical School, Hannover Medical School, Germany
| | - Marius M. Hoeper
- Department of Respiratory Medicine, Hannover Medical School, Hannover, Germany
- Member of the German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
| | - Tobias Welte
- Department of Respiratory Medicine, Hannover Medical School, Hannover, Germany
- Member of the German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
| | - Benjamin Seeliger
- Department of Respiratory Medicine, Hannover Medical School, Hannover, Germany
- Member of the German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
| | - Sascha David
- Institute of Intensive Care Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Detlef Schuppan
- Institute of Translational Immunology and Research Center for Immune Therapy, University Medical Center, Johannes Gutenberg University, Mainz, Germany
- Division of Gastroenterology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - Steven J. Mentzer
- Laboratory of Adaptive and Regenerative Biology, Harvard Medical School, Brigham & Women's Hospital, Boston, United States
| | - Danny D. Jonigk
- Member of the German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
- Institute of Pathology, Hannover Medical School, Hannover, Germany
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Ackermann M. [On the way to the virtual microscope: synchrotron-radiation-based three-dimensional imaging in pathology]. PATHOLOGIE (HEIDELBERG, GERMANY) 2022; 43:15-20. [PMID: 36378286 PMCID: PMC9665030 DOI: 10.1007/s00292-022-01161-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 10/12/2022] [Indexed: 11/16/2022]
Affiliation(s)
- Maximilian Ackermann
- Institut für Pathologie und Molekularpathologie, Helios Universitätsklinikum Wuppertal, Universität Witten-Herdecke, Heusnerstr. 40, 42283, Wuppertal, Deutschland. .,Institut für Funktionelle und Klinische Anatomie, Universitätsmedizin der Johannes Gutenberg-Universität Mainz, Mainz, Deutschland.
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Jonigk D, Werlein C, Lee PD, Kauczor HU, Länger F, Ackermann M. Pulmonary and Systemic Pathology in COVID-19—Holistic Pathological Analyses. DEUTSCHES ARZTEBLATT INTERNATIONAL 2022; 119:429-435. [PMID: 35698804 PMCID: PMC9549895 DOI: 10.3238/arztebl.m2022.0231] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 03/22/2022] [Accepted: 05/10/2022] [Indexed: 01/26/2023]
Abstract
BACKGROUND The COVID-19 pandemic is the third worldwide coronavirus-associated disease outbreak in the past 20 years. Lung involvement, with acute respiratory distress syndrome (ARDS) in severe cases, is the main clinical feature of this disease; the cardiovascular system, the central nervous system, and the gastrointestinal tract can also be affected. The pathophysiology of both pulmonary and extrapulmonary organ damage was almost completely unknown when the pandemic began. METHODS This review is based on pertinent publications retrieved by a selective search concerning the structural changes and pathophysiology of COVID-19, with a focus on imaging techniques. RESULTS Immunohistochemical, electron-microscopic and molecular pathological analyses of tissues obtained by autopsy have improved our understanding of COVID-19 pathophysiology, including molecular regulatory mechanisms. Intussusceptive angiogenesis (IA) has been found to be a prominent pattern of damage in the affected organs of COVID-19 patients. In IA, an existing vessel changes by invagination of the endothelium and formation of an intraluminal septum, ultimately giving rise to two new lumina. This alters hemodynamics within the vessel, leading to a loss of laminar flow and its replacement by turbulent, inhomogeneous flow. IA, which arises because of ischemia due to thrombosis, is itself a risk factor for the generation of further microthrombi; these have been detected in the lungs, heart, liver, kidneys, brain, and placenta of COVID-19 patients. CONCLUSION Studies of autopsy material from various tissues of COVID-19 patients have revealed ultrastructural evidence of altered microvascularity, IA, and multifocal thrombi. These changes may contribute to the pathophysiology of post-acute interstitial fibrotic organ changes as well as to the clinical picture of long COVID.
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Affiliation(s)
- Danny Jonigk
- Institute of Pathology, Hannover Medical School, Hannover, Germany; German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Hannover site, Hannover, Germany; Department of Mechanical Engineering, Faculty of Engineering Science, University College London, London, UK; Department of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg, Heidelberg University Hospital, Heidelberg, Germany; Institute of Pathology and Molecular Pathology, Helios University Hospital Wuppertal, University Hospital of Witten-Herdecke, Wuppertal, Germany; Institute of Functional and Clinical Anatomy, University Medical Center Mainz, Mainz, Germany
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Buonsenso D, Gennaro LD, Rose CD, Morello R, D'Ilario F, Zampino G, Piazza M, Boner AL, Iraci C, O'Connell S, Cohen VB, Esposito S, Munblit D, Reena J, Sigfrid L, Valentini P. Long-term outcomes of pediatric infections: from traditional infectious diseases to long Covid. Future Microbiol 2022; 17:551-571. [PMID: 35264003 PMCID: PMC8910780 DOI: 10.2217/fmb-2022-0031] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 02/23/2022] [Indexed: 02/07/2023] Open
Abstract
There is limited evidence available on the long-term impact of SARS-CoV-2 infection in children. In this article, the authors analyze the recent evidence on pediatric long Covid and lessons learnt from a pediatric post-Covid unit in Rome, Italy. To gain a better understanding of the concerns raised by parents and physicians in relation to the potential long-term consequences of this novel infection, it is important to recognize that long-term effect of a post-infectious disease is not a new phenomenon.
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Affiliation(s)
- Danilo Buonsenso
- Department of Woman & Child Health & Public Health, Fondazione Policlinico Universitario A Gemelli IRCCS, Rome, Italy
- Center for Global Health Research & Studies, Università Cattolica del Sacro Cuore, Roma, Italia
| | - Leonardo Di Gennaro
- Department of Diagnostic Imaging, Hemorrhagic & Thrombotic Diseases Center, Oncological Radiotherapy, & Hematology, Foundation ‘A Gemelli’ IRCCS University Hospital, Rome, Italy
| | - Cristina De Rose
- Department of Woman & Child Health & Public Health, Fondazione Policlinico Universitario A Gemelli IRCCS, Rome, Italy
| | - Rosa Morello
- Department of Woman & Child Health & Public Health, Fondazione Policlinico Universitario A Gemelli IRCCS, Rome, Italy
| | - Federico D'Ilario
- Department of Woman & Child Health & Public Health, Fondazione Policlinico Universitario A Gemelli IRCCS, Rome, Italy
| | - Giuseppe Zampino
- Department of Woman & Child Health & Public Health, Fondazione Policlinico Universitario A Gemelli IRCCS, Rome, Italy
| | - Michele Piazza
- Pediatric Section, Department of Surgery, Dentistry, pediatrics, & Gynaecology, University of Verona, Verona, Italy
| | - Attilio L Boner
- Pediatric Section, Department of Surgery, Dentistry, pediatrics, & Gynaecology, University of Verona, Verona, Italy
| | | | | | - Valentina B Cohen
- Patient author, member of the CAC Community Advisory Council of Solve ME/CFS Initiative, Pietro Barilla Children's Hospital, Department of Medicine & Surgery, University of Parma, Via Gramsci 14, Parma, 43126, Italy
| | - Susanna Esposito
- Pietro Barilla Children's Hospital, Department of Medicine & Surgery, University of Parma, Via Gramsci 14, Parma, 43126, Italy
| | - Daniel Munblit
- Department of pediatrics & pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russian Federation
| | - Joseph Reena
- MSc Immunology, Imperial College London, London, UK
| | - Louise Sigfrid
- ISARIC Global Support Centre, Centre for Tropical Medicine & Global Health, University of Oxford, Oxford, UK
| | - Piero Valentini
- Department of Woman & Child Health & Public Health, Fondazione Policlinico Universitario A Gemelli IRCCS, Rome, Italy
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