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Prevalence and prognostic role of thoracic lymphadenopathy in Covid-19. ROFO-FORTSCHR RONTG 2025; 197:163-171. [PMID: 39038457 DOI: 10.1055/a-2293-8132] [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] [Indexed: 07/24/2024]
Abstract
PURPOSE The prevalent coronavirus disease 2019 (COVID-19) pandemic has spread throughout the world and is considered a serious threat to global health. The prognostic role of thoracic lymphadenopathy in COVID-19 is unclear. The aim of the present meta-analysis was to analyze the prognostic role of thoracic lymphadenopathy for the prediction of 30-day mortality in patients with COVID-19. MATERIALS AND METHODS The MEDLINE library, Cochrane, and SCOPUS databases were screened for associations between CT-defined features and mortality in COVID-19 patients up to June 2021. In total, 21 studies were included in the present analysis. The quality of the included studies was assessed by the Newcastle-Ottawa Scale. The meta-analysis was performed using RevMan 5.3. Heterogeneity was calculated by means of the inconsistency index I2. DerSimonian and Laird random-effect models with inverse variance weights were performed without any further correction. RESULTS The included studies comprised 4621 patients. The prevalence of thoracic lymphadenopathy varied between 1 % and 73.4 %. The pooled prevalence was 16.7 %, 95 % CI = (15.6 %; 17.8 %). The hospital mortality was higher in patients with thoracic lymphadenopathy (34.7 %) than in patients without (20.0 %). The pooled odds ratio for the influence of thoracic lymphadenopathy on mortality was 2.13 (95 % CI = [1.80-2.52], p < 0.001). CONCLUSION The prevalence of thoracic lymphadenopathy in COVID-19 is 16.7 %. The presence of thoracic lymphadenopathy is associated with an approximately twofold increase in the risk for hospital mortality in COVID-19. KEY POINTS · The prevalence of lymphadenopathy in COVID-19 is 16.7 %.. · Patients with lymphadenopathy in COVID-19 have a higher risk of mortality during hospitalization.. · Lymphadenopathy nearly doubles mortality and plays an important prognostic role.. CITATION FORMAT · Bucher AM, Sieren M, Meinel F et al. Prevalence and prognostic role of thoracic lymphadenopathy in Covid-19. Rofo 2025; 197: 163 - 171.
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AlJabban A, Evans MG, Fell GG, Guccione JP, Edwards RA, Pinkus GS, Padera RF, Pozdnyakova O, Kim AS. Autopsy findings from patients diagnosed with COVID-19 demonstrate unique morphological patterns in bone marrow and lymph node. J Clin Pathol 2024; 77:622-627. [PMID: 37290912 DOI: 10.1136/jcp-2023-208875] [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: 03/07/2023] [Accepted: 04/30/2023] [Indexed: 06/10/2023]
Abstract
AIMS The identification of haemophagocytosis in bone marrow (BM) is recurrently identified in patients with severe COVID-19. These initial COVID-19 autopsy studies have afforded valuable insight into the pathophysiology of this disease; however, only a limited number of case series have focused on lymphoid or haematopoietic tissues. METHODS BM and lymph node (LN) specimens were obtained from adult autopsies performed between 1 April 2020 and 1 June 2020, for which the decedent had tested positive for SARS-CoV-2. Tissue sections (H&E, CD3, CD20, CD21, CD138, CD163, MUM1, kappa/lambda light chains in situ hybridisation) were examined by two haematopathologists, who recorded morphological features in a blinded fashion. Haemophagocytic lymphohistiocytosis (HLH) was assessed based on HLH 2004 criteria. RESULTS The BM demonstrated a haemophagocytic pattern in 9 out of 25 patients (36%). The HLH pattern was associated with longer hospitalisation, BM plasmacytosis, LN follicular hyperplasia and lower aspartate aminotransferase (AST), as well as ferritin at demise. LN examination showed increased plasmacytoid cells in 20 of 25 patients (80%). This pattern was associated with a low absolute monocyte count at diagnosis, lower white cell count and lower absolute neutrophil count at demise, and lower ferritin and AST at demise. CONCLUSIONS Autopsy results demonstrate distinct morphological patterns in BM, with or without haemophagocytic macrophages, and in LN, with or without increased plasmacytoid cells. Since only a minority of patients met diagnostic criteria for HLH, the observed BM haemophagocytic macrophages may be more indicative of an overall inflammatory state.
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Affiliation(s)
- Ali AlJabban
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Department of Clinical Investigation, Harvard Medical School, Boston, Massachusetts, USA
| | - Mark G Evans
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Geoffrey G Fell
- Department of Biostatistics, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Jack P Guccione
- Los Angeles County Department of Medical Examiner-Coroner, Los Angeles, California, USA
| | - Robert A Edwards
- Department of Pathology and Laboratory Medicine, University of California Irvine, Irvine, California, USA
| | - Geraldine S Pinkus
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Robert F Padera
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Olga Pozdnyakova
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Annette S Kim
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
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3
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Gong Q, Fu M, Wang J, Zhao S, Wang H. Potential Immune-Inflammatory Proteome Biomarkers for Guiding the Treatment of Patients with Primary Acute Angle-Closure Glaucoma Caused by COVID-19. J Proteome Res 2024; 23:2587-2597. [PMID: 38836775 PMCID: PMC11232099 DOI: 10.1021/acs.jproteome.4c00325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 05/21/2024] [Accepted: 05/23/2024] [Indexed: 06/06/2024]
Abstract
Primary acute angle-closure glaucoma (PAACG) is a sight-threatening condition that can lead to blindness. With the increasing incidence of COVID-19, a multitude of people are experiencing acute vision loss and severe swelling of the eyes and head. These patients were then diagnosed with acute angle closure, with or without a history of PACG. However, the mechanism by which viral infection causes PACG has not been clarified. This is the first study to explore the specific inflammatory proteomic landscape in SARS-CoV-2-induced PAACG. The expression of 92 inflammation-related proteins in 19 aqueous humor samples from PAACGs or cataract patients was detected using the Olink Target 96 Inflammation Panel based on a highly sensitive and specific proximity extension assay technology. The results showed that 76 proteins were significantly more abundant in the PAACG group than in the cataract group. Notably, the top eight differentially expressed proteins were IL-8, MCP-1, TNFRSF9, DNER, CCL4, Flt3L, CXCL10, and CD40. Generally, immune markers are related to inflammation, macrophage activation, and viral infection, revealing the crucial role of macrophages in the occurrence of PAACGs caused by SARS-CoV-2.
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Affiliation(s)
- Qiaoyun Gong
- Department
of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai 200080, China
- National
Clinical Research Center for Eye Diseases, Shanghai 200080, China
- Shanghai
Key Laboratory of Ocular Fundus Diseases, Shanghai 200080, China
- Shanghai
Engineering Center for Visual Science and Photomedicine, Shanghai 200080, China
- Shanghai
Engineering Center for Precise Diagnosis and Treatment of Eye Disease, Shanghai 200080, China
| | - Mingshui Fu
- Department
of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai 200080, China
- National
Clinical Research Center for Eye Diseases, Shanghai 200080, China
- Shanghai
Key Laboratory of Ocular Fundus Diseases, Shanghai 200080, China
- Shanghai
Engineering Center for Visual Science and Photomedicine, Shanghai 200080, China
- Shanghai
Engineering Center for Precise Diagnosis and Treatment of Eye Disease, Shanghai 200080, China
| | - Jingyi Wang
- Department
of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai 200080, China
- National
Clinical Research Center for Eye Diseases, Shanghai 200080, China
- Shanghai
Key Laboratory of Ocular Fundus Diseases, Shanghai 200080, China
- Shanghai
Engineering Center for Visual Science and Photomedicine, Shanghai 200080, China
- Shanghai
Engineering Center for Precise Diagnosis and Treatment of Eye Disease, Shanghai 200080, China
| | - Shuzhi Zhao
- Department
of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai 200080, China
- National
Clinical Research Center for Eye Diseases, Shanghai 200080, China
- Shanghai
Key Laboratory of Ocular Fundus Diseases, Shanghai 200080, China
- Shanghai
Engineering Center for Visual Science and Photomedicine, Shanghai 200080, China
- Shanghai
Engineering Center for Precise Diagnosis and Treatment of Eye Disease, Shanghai 200080, China
| | - Haiyan Wang
- Department
of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai 200080, China
- National
Clinical Research Center for Eye Diseases, Shanghai 200080, China
- Shanghai
Key Laboratory of Ocular Fundus Diseases, Shanghai 200080, China
- Shanghai
Engineering Center for Visual Science and Photomedicine, Shanghai 200080, China
- Shanghai
Engineering Center for Precise Diagnosis and Treatment of Eye Disease, Shanghai 200080, China
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Lapuente D, Winkler TH, Tenbusch M. B-cell and antibody responses to SARS-CoV-2: infection, vaccination, and hybrid immunity. Cell Mol Immunol 2024; 21:144-158. [PMID: 37945737 PMCID: PMC10805925 DOI: 10.1038/s41423-023-01095-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Accepted: 10/13/2023] [Indexed: 11/12/2023] Open
Abstract
The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in 2019 prompted scientific, medical, and biotech communities to investigate infection- and vaccine-induced immune responses in the context of this pathogen. B-cell and antibody responses are at the center of these investigations, as neutralizing antibodies (nAbs) are an important correlate of protection (COP) from infection and the primary target of SARS-CoV-2 vaccine modalities. In addition to absolute levels, nAb longevity, neutralization breadth, immunoglobulin isotype and subtype composition, and presence at mucosal sites have become important topics for scientists and health policy makers. The recent pandemic was and still is a unique setting in which to study de novo and memory B-cell (MBC) and antibody responses in the dynamic interplay of infection- and vaccine-induced immunity. It also provided an opportunity to explore new vaccine platforms, such as mRNA or adenoviral vector vaccines, in unprecedented cohort sizes. Combined with the technological advances of recent years, this situation has provided detailed mechanistic insights into the development of B-cell and antibody responses but also revealed some unexpected findings. In this review, we summarize the key findings of the last 2.5 years regarding infection- and vaccine-induced B-cell immunity, which we believe are of significant value not only in the context of SARS-CoV-2 but also for future vaccination approaches in endemic and pandemic settings.
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Affiliation(s)
- Dennis Lapuente
- Institut für klinische und molekulare Virologie, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Schlossgarten 4, 91054, Erlangen, Germany
| | - Thomas H Winkler
- Department of Biology, Division of Genetics, Nikolaus-Fiebiger-Center for Molecular Medicine, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany.
- Medical Immunology Campus Erlangen, Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Schlossplatz 1, 91054, Erlangen, Germany.
| | - Matthias Tenbusch
- Institut für klinische und molekulare Virologie, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Schlossgarten 4, 91054, Erlangen, Germany
- Medical Immunology Campus Erlangen, Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Schlossplatz 1, 91054, Erlangen, Germany
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5
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Rubinstein A, Kudryavtsev I, Malkova A, Mammedova J, Isakov D, Isakova-Sivak I, Kudlay D, Starshinova A. Sarcoidosis-related autoimmune inflammation in COVID-19 convalescent patients. Front Med (Lausanne) 2023; 10:1271198. [PMID: 38179278 PMCID: PMC10765615 DOI: 10.3389/fmed.2023.1271198] [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] [Received: 08/02/2023] [Accepted: 11/27/2023] [Indexed: 01/06/2024] Open
Abstract
Currently, there are a large number of reports about the development of autoimmune conditions after COVID-19. Also, there have been cases of sarcoid-like granulomas in convalescents as a part of the post-COVID-19 syndrome. Since one of the etiological theories of sarcoidosis considers it to be an autoimmune disease, we decided to study changes in the adaptive humoral immune response in sarcoidosis and SARS-CoV-2 infection and to find out whether COVID-19 can provoke the development of sarcoidosis. This review discusses histological changes in lymphoid organs in sarcoidosis and COVID-19, changes in B cell subpopulations, T-follicular helper cells (Tfh), and T-follicular regulatory cells (Tfr), and analyzes various autoantibodies detected in these pathologies. Based on the data studied, we concluded that SARS-CoV-2 infection may cause the development of autoimmune pathologies, in particular contributing to the onset of sarcoidosis in convalescents.
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Affiliation(s)
- Artem Rubinstein
- Almazov National Medical Research Centre, Saint Petersburg, Russia
- Institution of Experimental Medicine, Saint Petersburg, Russia
| | - Igor Kudryavtsev
- Almazov National Medical Research Centre, Saint Petersburg, Russia
- Institution of Experimental Medicine, Saint Petersburg, Russia
- Far Eastern Federal University, Vladivostok, Russia
| | - Annа Malkova
- Ariel University Faculty of Natural Sciences, Ariel, Israel
| | | | - Dmitry Isakov
- First Saint Petersburg State I. Pavlov Medical University, Saint Petersburg, Russia
| | | | - Dmitry Kudlay
- Institute of Pharmacy, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
- NRC Institute of Immunology, Moscow, Russia
- Department of Pharmacognosy and Industrial Pharmacy, Faculty of Fundamental Medicine, Moscow, Russia
| | - Anna Starshinova
- Almazov National Medical Research Centre, Saint Petersburg, Russia
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Nayak P, Mukund K, Subramaniam S. The Janus face of proliferating plasmablasts in dengue and COVID-19 infections. Front Immunol 2023; 14:1068424. [PMID: 37638019 PMCID: PMC10450630 DOI: 10.3389/fimmu.2023.1068424] [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: 10/12/2022] [Accepted: 07/20/2023] [Indexed: 08/29/2023] Open
Abstract
Introduction B cells play an integral role in the immune response to both dengue fever and COVID-19. Prior scRNAseq analyses of peripheral plasmablasts in COVID-19 have revealed a heterogeneous population with distinct cell subsets associated with proliferation; prior studies in patients with dengue fever have likewise shown the presence of proliferative pre-plasmablasts in the circulation. These findings may have implications for disease severity. In this study, we sought to gain a mechanistic understanding of the intracellular processes in naive and memory B cells that are associated with and may lead to an expanded proliferative plasmablast population in the circulation. Methods We analyzed age-controlled (pediatric and adult), peripheral blood mononuclear cell scRNAseq datasets from patients infected with either dengue (primary or secondary) or COVID-19 (non-severe or severe) from previously published studies. Our preliminary analysis showed that pediatric patients with dengue and adults with COVID-19 had an expanded proliferative plasmablast (p-PB) population. By contrast, neither the adults with dengue nor the children with COVID-19 in our dataset had p-PBs. We used this distinctive preliminary signature to guide our analyses design and expanded our analyses to naive and memory B cells. Results In age/disease conditions with and without p-PBs, we found differences in cell sensing and activation, including via the B cell receptor and downstream signal transduction. Likewise, inflammation was mediated differently: relative to groups without p-PBs, those with p-PBs had increased expression of interferon response and S100 genes (particularly severe COVID-19). Furthermore, several transcription factors at the nexus of activation, inflammation, and cell fate decisions were expressed differently in groups with and without p-PBs. Discussion We used dengue and COVID-19 infections in adult and pediatric patients (focusing on naive B, memory B, and plasmablast cells) as a model to better understand the mechanisms that may give rise to p-PB populations in the circulation. Our results indicate that a more pro-inflammatory state in naive and memory B cells correlated with - and could influence the generation of- proliferating plasmablasts. Further exploration of these mechanisms will have implications for immune memory, vaccine development, and post-viral autoimmune syndromes.
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Affiliation(s)
- Priya Nayak
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, United States
| | - Kavitha Mukund
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, United States
| | - Shankar Subramaniam
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, United States
- Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA, United States
- Department of Computer Science and Engineering, University of California, San Diego, La Jolla, CA, United States
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7
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Meyer HJ, Melekh B, Wienke A, Surov A. Clinical importance of thoracal lymphadenopathy in COVID-19. J Infect Public Health 2023; 16:1244-1248. [PMID: 37290317 DOI: 10.1016/j.jiph.2023.05.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 05/22/2023] [Accepted: 05/25/2023] [Indexed: 06/10/2023] Open
Abstract
BACKGROUND Thoracal lymphadenopathy may predict prognosis in patients with coronavirus disease 2019 (COVID-19), albeit the reported data is inconclusive. The aim of the present analysis was to analyze the affected lymph node stations and the cumulative lymph node size derived from computed tomography (CT) for prediction of 30-day mortality in patients with COVID-19. METHODS The clinical database was retrospectively screened for patients with COVID-19 between 2020 and 2022. Overall, 177 patients (63 female, 35.6%) were included into the analysis. Thoracal lymphadenopathy was defined by short axis diameter above 10 mm. Cumulative lymph node size of the largest lymph nodes was calculated and the amount of affected lymph node stations was quantified. RESULTS Overall, 53 patients (29.9%) died within the 30-day observation period. 108 patients (61.0%) were admitted to the ICU and 91 patients needed to be intubated (51.4%). Overall, there were 130 patients with lymphadenopathy (73.4%). The mean number of affected lymph node levels were higher in non-survivors compared to survivors (mean, 4.0 vs 2.2, p < 0.001). The cumulative size was also higher in non-survivors compared to survivors (mean 55.9 mm versus 44.1 mm, p = 0.006). Presence of lymphadenopathy was associated with 30-day mortality in a multivariable analysis, OR = 2.99 (95% CI 1.20 - 7.43), p = 0.02. CONCLUSIONS Thoracal lymphadenopathy comprising cumulative size and affected levels derived from CT images is associated with 30-day mortality in patients with COVID-19. COVID-19 patients presenting with thoracic lymphadenopathy should be considered as a risk group.
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Affiliation(s)
- Hans-Jonas Meyer
- Department of Diagnostic and Interventional Radiology, University of Leipzig, Leipzig, Germany.
| | - Bohdan Melekh
- Department of Radiology and Nuclear Medicine, University of Magdeburg, Magdeburg, Germany
| | - Andreas Wienke
- Institute of Medical Epidemiology, Biostatistics, and Informatics, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Alexey Surov
- Department of Radiology and Nuclear Medicine, University of Magdeburg, Magdeburg, Germany; Radiology and Nuclear Medicine, Kreisklinikum Minden, University of Bochum, Bochum, Germany
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8
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Ullah MA, Alam S, Moin AT, Ahamed T, Shohael AM. Risk factors and actionable molecular signatures in COVID-19-associated lung adenocarcinoma and lung squamous cell carcinoma patients. Comput Biol Med 2023; 158:106855. [PMID: 37040675 PMCID: PMC10072980 DOI: 10.1016/j.compbiomed.2023.106855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 02/05/2023] [Accepted: 03/30/2023] [Indexed: 04/08/2023]
Abstract
The molecular mechanism of COVID-19's pathogenic effect on lung cancer patients is yet unknown. In this study, we used differential gene expression pattern analysis to try to figure out the possible disease mechanism of COVID-19 and its associated risk factors in patients with the two most common types of non-small-cell lung cancer, lung adenocarcinoma and lung squamous cell carcinoma. We also used network-based approaches to identify potential diagnostic and molecular targets for COVID-19-infected lung cancer patients. Our study showed that lung cancer and COVID-19 patients share 36 genes that are expressed differently and in common. Most of these genes are expressed in lung tissues and are mostly involved in the pathogenesis of different respiratory tract diseases. Additionally, we also found that COVID-19 may affect the expression of several cancer-associated genes in lung cancer patients, such as the oncogenes JUN, TNC, and POU2AF1. Moreover, we also reported that COVID-19 may predispose lung cancer patients to other diseases like acute liver failure and respiratory distress syndrome. Also, our findings in concert with published literature suggest that molecular signatures like hsa-mir-93-5p, CCNB2, IRF1, CD163, and different immune cell-based approaches could help both diagnose and treat this group of patients. Overall, the scientific results of this research will aid in the formulation of suitable management strategies as well as the development of diagnostic and therapeutic methods for COVID-19-infected lung cancer patients.
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Affiliation(s)
- Md Asad Ullah
- Department of Biotechnology and Genetic Engineering, Faculty of Biological Sciences, Jahangirnagar University, Dhaka, Bangladesh
| | - Sayka Alam
- Department of Biotechnology and Genetic Engineering, Faculty of Biological Sciences, Jahangirnagar University, Dhaka, Bangladesh
| | - Abu Tayab Moin
- Department of Genetic Engineering and Biotechnology, Faculty of Biological Sciences, University of Chittagong, Chattogram, Bangladesh
| | - Tanvir Ahamed
- Department of Biotechnology and Genetic Engineering, Faculty of Biological Sciences, Jahangirnagar University, Dhaka, Bangladesh
| | - Abdullah Mohammad Shohael
- Department of Biotechnology and Genetic Engineering, Faculty of Biological Sciences, Jahangirnagar University, Dhaka, Bangladesh.
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Mazzarello AN, Koroveshi B, Guardo D, Lanza L, Ghiotto F, Bruno S, Cappelli E. Unexpected CD5 + B Cell Lymphocytosis during SARS-CoV-2 Infection: Relevance for the Pathophysiology of Chronic Lymphocytic Leukemia. J Clin Med 2023; 12:jcm12030998. [PMID: 36769644 PMCID: PMC9918123 DOI: 10.3390/jcm12030998] [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] [Received: 01/02/2023] [Revised: 01/17/2023] [Accepted: 01/24/2023] [Indexed: 01/31/2023] Open
Abstract
Recently, cases of fortuitous discovery of Chronic Lymphocytic Leukemia (CLL) during hospitalization for Coronavirus disease (COVID-19) have been reported. These patients did not show a monoclonal B cell expansion before COVID-19 but were diagnosed with CLL upon a sudden lymphocytosis that occurred during hospitalization. The (hyper)lymphocytosis during COVID-19 was also described in patients with overt CLL disease. Contextually, lymphocytosis is an unexpected phenomenon since it is an uncommon feature in the COVID-19 patient population, who rather tend to experience lymphopenia. Thus, lymphocytosis that arises during COVID-19 infection is a thought-provoking behavior, strikingly in contrast with that observed in non-CLL individuals. Herein, we speculate about the possible mechanisms involved with the observed phenomenon. Many of the plausible explanations might have an adverse impact on these CLL patients and further clinical and laboratory investigations might be desirable.
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Affiliation(s)
| | - Brisejda Koroveshi
- Laboratory of Clinical Pathology, ASL2 Liguria, S. Paolo Hospital, 17100 Savona, Italy
| | - Daniela Guardo
- Haematology Unit, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16148 Genova, Italy
| | - Lorella Lanza
- Anatomical Pathology, ASL2 Liguria, Santa Corona Hospital, 17027 Pietra Ligure, Italy
| | - Fabio Ghiotto
- Department of Experimental Medicine, University of Genoa, Via De Toni 14, 16132 Genova, Italy
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Silvia Bruno
- Department of Experimental Medicine, University of Genoa, Via De Toni 14, 16132 Genova, Italy
| | - Enrico Cappelli
- Haematology Unit, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16148 Genova, Italy
- Correspondence:
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Tang H, Liu Y, Ruan Y, Ge L, Zhang Q. Reconstructed Genome-Scale Metabolic Model Characterizes Adaptive Metabolic Flux Changes in Peripheral Blood Mononuclear Cells in Severe COVID-19 Patients. Int J Mol Sci 2022; 23:12400. [PMID: 36293257 PMCID: PMC9604493 DOI: 10.3390/ijms232012400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 10/10/2022] [Accepted: 10/13/2022] [Indexed: 11/16/2022] Open
Abstract
Coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) poses a mortal threat to human health. The elucidation of the relationship between peripheral immune cells and the development of inflammation is essential for revealing the pathogenic mechanism of COVID-19 and developing related antiviral drugs. The immune cell metabolism-targeting therapies exhibit a desirable anti-inflammatory effect in some treatment cases. In this study, based on differentially expressed gene (DEG) analysis, a genome-scale metabolic model (GSMM) was reconstructed by integrating transcriptome data to characterize the adaptive metabolic changes in peripheral blood mononuclear cells (PBMCs) in severe COVID-19 patients. Differential flux analysis revealed that metabolic changes such as enhanced aerobic glycolysis, impaired oxidative phosphorylation, fluctuating biogenesis of lipids, vitamins (folate and retinol), and nucleotides played important roles in the inflammation adaptation of PBMCs. Moreover, the main metabolic enzymes such as the solute carrier (SLC) family 2 member 3 (SLC2A3) and fatty acid synthase (FASN), responsible for the reactions with large differential fluxes, were identified as potential therapeutic targets. Our results revealed the inflammation regulation potentials of partial metabolic reactions with differential fluxes and their metabolites. This study provides a reference for developing potential PBMC metabolism-targeting therapy strategies against COVID-19.
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Affiliation(s)
| | | | | | | | - Qingye Zhang
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430070, China
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11
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Serrano GE, Walker JE, Tremblay C, Piras IS, Huentelman MJ, Belden CM, Goldfarb D, Shprecher D, Atri A, Adler CH, Shill HA, Driver-Dunckley E, Mehta SH, Caselli R, Woodruff BK, Haarer CF, Ruhlen T, Torres M, Nguyen S, Schmitt D, Rapscak SZ, Bime C, Peters JL, Alevritis E, Arce RA, Glass MJ, Vargas D, Sue LI, Intorcia AJ, Nelson CM, Oliver J, Russell A, Suszczewicz KE, Borja CI, Cline MP, Hemmingsen SJ, Qiji S, Hobgood HM, Mizgerd JP, Sahoo MK, Zhang H, Solis D, Montine TJ, Berry GJ, Reiman EM, Röltgen K, Boyd SD, Pinsky BA, Zehnder JL, Talbot P, Desforges M, DeTure M, Dickson DW, Beach TG. SARS-CoV-2 Brain Regional Detection, Histopathology, Gene Expression, and Immunomodulatory Changes in Decedents with COVID-19. J Neuropathol Exp Neurol 2022; 81:666-695. [PMID: 35818336 PMCID: PMC9278252 DOI: 10.1093/jnen/nlac056] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Brains of 42 COVID-19 decedents and 107 non-COVID-19 controls were studied. RT-PCR screening of 16 regions from 20 COVID-19 autopsies found SARS-CoV-2 E gene viral sequences in 7 regions (2.5% of 320 samples), concentrated in 4/20 subjects (20%). Additional screening of olfactory bulb (OB), amygdala (AMY) and entorhinal area for E, N1, N2, RNA-dependent RNA polymerase, and S gene sequences detected one or more of these in OB in 8/21 subjects (38%). It is uncertain whether these RNA sequences represent viable virus. Significant histopathology was limited to 2/42 cases (4.8%), one with a large acute cerebral infarct and one with hemorrhagic encephalitis. Case-control RNAseq in OB and AMY found more than 5000 and 700 differentially expressed genes, respectively, unrelated to RT-PCR results; these involved immune response, neuronal constituents, and olfactory/taste receptor genes. Olfactory marker protein-1 reduction indicated COVID-19-related loss of OB olfactory mucosa afferents. Iba-1-immunoreactive microglia had reduced area fractions in cerebellar cortex and AMY, and cytokine arrays showed generalized downregulation in AMY and upregulation in blood serum in COVID-19 cases. Although OB is a major brain portal for SARS-CoV-2, COVID-19 brain changes are more likely due to blood-borne immune mediators and trans-synaptic gene expression changes arising from OB deafferentation.
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Affiliation(s)
- Geidy E Serrano
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Jessica E Walker
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Cécilia Tremblay
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Ignazio S Piras
- Neurogenomics Division, Translational Genomics Research Institute, Phoenix, Arizona, USA
| | - Matthew J Huentelman
- Neurogenomics Division, Translational Genomics Research Institute, Phoenix, Arizona, USA
| | | | - Danielle Goldfarb
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - David Shprecher
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Alireza Atri
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
- Brigham and Women’s Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Charles H Adler
- Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, Arizona, USA
| | - Holly A Shill
- Barrow Neurological Institute, Phoenix, Arizona, USA
| | | | - Shyamal H Mehta
- Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, Arizona, USA
| | - Richard Caselli
- Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, Arizona, USA
| | - Bryan K Woodruff
- Mayo Clinic College of Medicine, Mayo Clinic Arizona, Scottsdale, Arizona, USA
| | | | - Thomas Ruhlen
- Banner Boswell Medical Center, Sun City, Arizona, USA
| | - Maria Torres
- Banner Boswell Medical Center, Sun City, Arizona, USA
| | - Steve Nguyen
- Banner Boswell Medical Center, Sun City, Arizona, USA
| | - Dasan Schmitt
- Banner Boswell Medical Center, Sun City, Arizona, USA
| | | | | | | | | | - Richard A Arce
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Michael J Glass
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Daisy Vargas
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Lucia I Sue
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | | | - Courtney M Nelson
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Javon Oliver
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Aryck Russell
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA (AR)
| | | | - Claryssa I Borja
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Madison P Cline
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | | | - Sanaria Qiji
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Holly M Hobgood
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Joseph P Mizgerd
- Pulmonary Center, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Malaya K Sahoo
- Department of Pathology, Stanford University, Stanford, California, USA
| | - Haiyu Zhang
- Department of Pathology, Stanford University, Stanford, California, USA
| | - Daniel Solis
- Department of Pathology, Stanford University, Stanford, California, USA
| | - Thomas J Montine
- Department of Pathology, Stanford University, Stanford, California, USA
| | - Gerald J Berry
- Department of Pathology, Stanford University, Stanford, California, USA
| | | | - Katharina Röltgen
- Department of Pathology, Stanford University, Stanford, California, USA
| | - Scott D Boyd
- Department of Pathology, Stanford University, Stanford, California, USA
| | - Benjamin A Pinsky
- Department of Pathology, Stanford University, Stanford, California, USA
- Division of Infectious Disease & Geographic Medicine, Department of Medicine, Stanford University, Stanford, California, USA
| | - James L Zehnder
- Department of Pathology, Stanford University, Stanford, California, USA
| | - Pierre Talbot
- Laboratory of Neuroimmunology, Centre Armand-Frappier Santé Biotechnologie, Institut National de la Recherche Scientifique, Laval, Quebec, Canada
| | - Marc Desforges
- Mayo Clinic College of Medicine, Mayo Clinic Florida, Jacksonville, Florida, USA
- Laboratory of Virology, Centre Hospitalier Universitaire Sainte-Justine, Montréal, Quebec, Canada
| | - Michael DeTure
- Département de microbiologie, infectiologie et Immunologie, Université de Montréal, Montréal, Quebec, Canada
| | - Dennis W Dickson
- Mayo Clinic College of Medicine, Mayo Clinic Florida, Jacksonville, Florida, USA
| | - Thomas G Beach
- From the Banner Sun Health Research Institute, Sun City, Arizona, USA
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12
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Abstract
The SARS-CoV-2 pandemic has demonstrated the importance of studying antiviral immunity within sites of infection to gain insights into mechanisms for immune protection and disease pathology. As SARS-CoV-2 is tropic to the respiratory tract, many studies of airway washes, lymph node aspirates, and postmortem lung tissue have revealed site-specific immune dynamics that are associated with the protection or immunopathology but are not readily observed in circulation. This review summarizes the growing body of work identifying immune processes in tissues and their interplay with immune responses in circulation during acute SARS-CoV-2 infection, severe disease, and memory persistence. Establishment of tissue resident immunity also may have implications for vaccination and the durability of immune memory and protection.
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Affiliation(s)
- Ksenia Rybkina
- Department of Microbiology and ImmunologyColumbia University Vagelos College of Physicians and SurgeonsNew YorkNew YorkUSA
| | - Julia Davis‐Porada
- Department of Microbiology and ImmunologyColumbia University Vagelos College of Physicians and SurgeonsNew YorkNew YorkUSA
| | - Donna L. Farber
- Department of Microbiology and ImmunologyColumbia University Vagelos College of Physicians and SurgeonsNew YorkNew YorkUSA
- Department of SurgeryColumbia University Irving Medical CenterNew YorkNew YorkUSA
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13
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Jonigk D, Werlein C, Acker T, Aepfelbacher M, Amann KU, Baretton G, Barth P, Bohle RM, Büttner A, Büttner R, Dettmeyer R, Eichhorn P, Elezkurtaj S, Esposito I, Evert K, Evert M, Fend F, Gaßler N, Gattenlöhner S, Glatzel M, Göbel H, Gradhand E, Hansen T, Hartmann A, Heinemann A, Heppner FL, Hilsenbeck J, Horst D, Kamp JC, Mall G, Märkl B, Ondruschka B, Pablik J, Pfefferle S, Quaas A, Radbruch H, Röcken C, Rosenwald A, Roth W, Rudelius M, Schirmacher P, Slotta-Huspenina J, Smith K, Sommer L, Stock K, Ströbel P, Strobl S, Titze U, Weirich G, Weis J, Werner M, Wickenhauser C, Wiech T, Wild P, Welte T, von Stillfried S, Boor P. Organ manifestations of COVID-19: what have we learned so far (not only) from autopsies? Virchows Arch 2022; 481:139-159. [PMID: 35364700 PMCID: PMC8975445 DOI: 10.1007/s00428-022-03319-2] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 03/22/2022] [Accepted: 03/25/2022] [Indexed: 01/08/2023]
Abstract
The use of autopsies in medicine has been declining. The COVID-19 pandemic has documented and rejuvenated the importance of autopsies as a tool of modern medicine. In this review, we discuss the various autopsy techniques, the applicability of modern analytical methods to understand the pathophysiology of COVID-19, the major pathological organ findings, limitations or current studies, and open questions. This article summarizes published literature and the consented experience of the nationwide network of clinical, neuro-, and forensic pathologists from 27 German autopsy centers with more than 1200 COVID-19 autopsies. The autopsy tissues revealed that SARS-CoV-2 can be found in virtually all human organs and tissues, and the majority of cells. Autopsies have revealed the organ and tissue tropism of SARS-CoV-2, and the morphological features of COVID-19. This is characterized by diffuse alveolar damage, combined with angiocentric disease, which in turn is characterized by endothelial dysfunction, vascular inflammation, (micro-) thrombosis, vasoconstriction, and intussusceptive angiogenesis. These findings explained the increased pulmonary resistance in COVID-19 and supported the recommendations for antithrombotic treatment in COVID-19. In contrast, in extra-respiratory organs, pathological changes are often nonspecific and unclear to which extent these changes are due to direct infection vs. indirect/secondary mechanisms of organ injury, or a combination thereof. Ongoing research using autopsies aims at answering questions on disease mechanisms, e.g., focusing on variants of concern, and future challenges, such as post-COVID conditions. Autopsies are an invaluable tool in medicine and national and international interdisciplinary collaborative autopsy-based research initiatives are essential.
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Affiliation(s)
- Danny Jonigk
- Institute of Pathology, Hannover Medical School, Hannover, Germany.
| | | | - Till Acker
- Institute of Neuropathology, University Hospital Giessen and Marburg, Giessen, Germany
| | - Martin Aepfelbacher
- Institute of Medical Microbiology, Virology, and Hygiene, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Kerstin U Amann
- Department of Nephropathology, University Hospital Erlangen-Nürnberg, Erlangen, Germany
| | - Gustavo Baretton
- Department of Pathology, University Hospital Dresden, Dresden, Germany
| | - Peter Barth
- Gerhard Domagk Institute of Pathology, University Hospital Münster, Münster, Germany
| | - Rainer M Bohle
- Department of Pathology, University Hospital Saarland Homburg, Homburg, Germany
| | - Andreas Büttner
- Institute of Forensic Medicine, University Medical Center Rostock, Rostock, Germany
| | - Reinhard Büttner
- Department of Pathology, University Hospital Cologne, Cologne, Germany
| | - Reinhard Dettmeyer
- Department of Legal Medicine, University Hospital Giessen and Marburg, Giessen, Germany
| | - Philip Eichhorn
- Department of Pathology, University Hospital Erlangen-Nürnberg, Erlangen, Germany
| | - Sefer Elezkurtaj
- Department of Pathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Irene Esposito
- Department of Pathology, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Katja Evert
- Department of Pathology, University Hospital Regensburg, Regensburg, Germany
| | - Matthias Evert
- Department of Pathology, University Hospital Regensburg, Regensburg, Germany
| | - Falko Fend
- Department of Pathology, University Hospital Tübingen, Tübingen, Germany
| | - Nikolaus Gaßler
- Department of Pathology, University Hospital Jena, Jena, Germany
| | - Stefan Gattenlöhner
- Department of Pathology, University Hospital Giessen and Marburg, Giessen, Germany
| | - Markus Glatzel
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Heike Göbel
- Department of Pathology, University Hospital Cologne, Cologne, Germany
| | - Elise Gradhand
- Senckenberg Institute of Pathology, University Hospital Frankfurt, Frankfurt, Germany
| | - Torsten Hansen
- Department of Pathology, University Hospital OWL of the Bielefeld University, Campus Lippe, Detmold, Germany
| | - Arndt Hartmann
- Department of Pathology, University Hospital Erlangen-Nürnberg, Erlangen, Germany
| | - Axel Heinemann
- Department of Legal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Frank L Heppner
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE) Berlin, Berlin, Germany
- Cluster of Excellence, NeuroCure, Berlin, Germany
| | - Julia Hilsenbeck
- Department of Pathology, University Hospital Dresden, Dresden, Germany
| | - David Horst
- Department of Pathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Jan C Kamp
- Department of Respiratory Medicine, Hannover Medical School, Hannover, Germany
| | - Gita Mall
- Department of Legal Medicine, University Hospital Jena, Jena, Germany
| | - Bruno Märkl
- General Pathology and Molecular Diagnostics, University Hospital Augsburg, Augsburg, Germany
| | - Benjamin Ondruschka
- Institute of Legal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jessica Pablik
- Department of Pathology, University Hospital Dresden, Dresden, Germany
| | - Susanne Pfefferle
- Institute of Medical Microbiology, Virology, and Hygiene, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Alexander Quaas
- Department of Pathology, University Hospital Cologne, Cologne, Germany
| | - Helena Radbruch
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Christoph Röcken
- Department of Pathology, University Hospital Schleswig-Holstein, Kiel, Germany
| | | | - Wilfried Roth
- Department of Pathology, University Medical Center Mainz, Mainz, Germany
| | - Martina Rudelius
- Institute of Pathology, Ludwig-Maximilians-Universität Munich, Munich, Germany
| | - Peter Schirmacher
- Department of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Julia Slotta-Huspenina
- Department of Pathology, TUM School of Medicine of Technical University of Munich, Munich, Germany
| | - Kevin Smith
- Senckenberg Institute of Pathology, University Hospital Frankfurt, Frankfurt, Germany
| | - Linna Sommer
- Department of Pathology, University Hospital Dresden, Dresden, Germany
| | - Konrad Stock
- Department of Nephrology, TUM School of Medicine of Technical University of Munich, Munich, Germany
| | - Philipp Ströbel
- Department of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Stephanie Strobl
- Department of Pathology, University Medical Center Mainz, Mainz, Germany
| | - Ulf Titze
- Department of Pathology, University Hospital OWL of the Bielefeld University, Campus Lippe, Detmold, Germany
| | - Gregor Weirich
- Department of Pathology, TUM School of Medicine of Technical University of Munich, Munich, Germany
| | - Joachim Weis
- Department of Neuropathology, University Hospital RWTH Aachen, Aachen, Germany
| | - Martin Werner
- Institute for Surgical Pathology, Medical Center, University of Freiburg, Freiburg, Germany
| | - Claudia Wickenhauser
- Department of Pathology, University Hospital Halle (Saale), Halle (Saale), Germany
| | - Thorsten Wiech
- Department of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Peter Wild
- Senckenberg Institute of Pathology, University Hospital Frankfurt, Frankfurt, Germany
| | - Tobias Welte
- Department of Respiratory Medicine, Hannover Medical School, Hannover, Germany
| | | | - Peter Boor
- Institute of Pathology, University Hospital RWTH Aachen, Aachen, Germany.
- Department of Nephrology and Immunology, University Hospital RWTH Aachen, Aachen, Germany.
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14
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Röltgen K, Nielsen SCA, Silva O, Younes SF, Zaslavsky M, Costales C, Yang F, Wirz OF, Solis D, Hoh RA, Wang A, Arunachalam PS, Colburg D, Zhao S, Haraguchi E, Lee AS, Shah MM, Manohar M, Chang I, Gao F, Mallajosyula V, Li C, Liu J, Shoura MJ, Sindher SB, Parsons E, Dashdorj NJ, Dashdorj ND, Monroe R, Serrano GE, Beach TG, Chinthrajah RS, Charville GW, Wilbur JL, Wohlstadter JN, Davis MM, Pulendran B, Troxell ML, Sigal GB, Natkunam Y, Pinsky BA, Nadeau KC, Boyd SD. Immune imprinting, breadth of variant recognition, and germinal center response in human SARS-CoV-2 infection and vaccination. Cell 2022; 185:1025-1040.e14. [PMID: 35148837 PMCID: PMC8786601 DOI: 10.1016/j.cell.2022.01.018] [Citation(s) in RCA: 266] [Impact Index Per Article: 88.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 01/03/2022] [Accepted: 01/20/2022] [Indexed: 01/07/2023]
Abstract
During the SARS-CoV-2 pandemic, novel and traditional vaccine strategies have been deployed globally. We investigated whether antibodies stimulated by mRNA vaccination (BNT162b2), including third-dose boosting, differ from those generated by infection or adenoviral (ChAdOx1-S and Gam-COVID-Vac) or inactivated viral (BBIBP-CorV) vaccines. We analyzed human lymph nodes after infection or mRNA vaccination for correlates of serological differences. Antibody breadth against viral variants is lower after infection compared with all vaccines evaluated but improves over several months. Viral variant infection elicits variant-specific antibodies, but prior mRNA vaccination imprints serological responses toward Wuhan-Hu-1 rather than variant antigens. In contrast to disrupted germinal centers (GCs) in lymph nodes during infection, mRNA vaccination stimulates robust GCs containing vaccine mRNA and spike antigen up to 8 weeks postvaccination in some cases. SARS-CoV-2 antibody specificity, breadth, and maturation are affected by imprinting from exposure history and distinct histological and antigenic contexts in infection compared with vaccination.
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Affiliation(s)
| | | | - Oscar Silva
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Sheren F Younes
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Maxim Zaslavsky
- Department of Pathology, Stanford University, Stanford, CA, USA
| | | | - Fan Yang
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Oliver F Wirz
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Daniel Solis
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Ramona A Hoh
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Aihui Wang
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Prabhu S Arunachalam
- Institute for Immunity, Transplantation and Infection, Stanford University, Stanford, CA, USA
| | - Deana Colburg
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Shuchun Zhao
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Emily Haraguchi
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Alexandra S Lee
- Sean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA
| | - Mihir M Shah
- Sean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA
| | - Monali Manohar
- Sean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA
| | - Iris Chang
- Sean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA
| | - Fei Gao
- Institute for Immunity, Transplantation and Infection, Stanford University, Stanford, CA, USA
| | - Vamsee Mallajosyula
- Institute for Immunity, Transplantation and Infection, Stanford University, Stanford, CA, USA
| | - Chunfeng Li
- Institute for Immunity, Transplantation and Infection, Stanford University, Stanford, CA, USA
| | - James Liu
- Stanford Health Library, Stanford, CA, USA
| | - Massa J Shoura
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Sayantani B Sindher
- Sean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA
| | - Ella Parsons
- Sean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA
| | | | | | | | | | | | - R Sharon Chinthrajah
- Sean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA; Department of Medicine, Division of Pulmonary, Allergy, and Critical Care Medicine, Stanford University, Stanford, CA, USA
| | | | | | | | - Mark M Davis
- Institute for Immunity, Transplantation and Infection, Stanford University, Stanford, CA, USA; Department of Microbiology and Immunology, Stanford University, Stanford, CA, USA; Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA
| | - Bali Pulendran
- Department of Pathology, Stanford University, Stanford, CA, USA; Institute for Immunity, Transplantation and Infection, Stanford University, Stanford, CA, USA; Department of Microbiology and Immunology, Stanford University, Stanford, CA, USA
| | - Megan L Troxell
- Department of Pathology, Stanford University, Stanford, CA, USA
| | | | | | - Benjamin A Pinsky
- Department of Pathology, Stanford University, Stanford, CA, USA; Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA, USA
| | - Kari C Nadeau
- Sean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA; Department of Medicine, Division of Pulmonary, Allergy, and Critical Care Medicine, Stanford University, Stanford, CA, USA
| | - Scott D Boyd
- Department of Pathology, Stanford University, Stanford, CA, USA; Sean N. Parker Center for Allergy & Asthma Research, Stanford University, Stanford, CA, USA.
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15
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Odilov A, Volkov A, Abdullaev A, Gasanova T, Lipina T, Babichenko I. COVID-19: Multiorgan Dissemination of SARS-CoV-2 Is Driven by Pulmonary Factors. Viruses 2021; 14:v14010039. [PMID: 35062243 PMCID: PMC8777766 DOI: 10.3390/v14010039] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Revised: 12/12/2021] [Accepted: 12/22/2021] [Indexed: 02/07/2023] Open
Abstract
Multi-organ failure is one of the common causes of fatal outcome in COVID-19 patients. However, the pathogenetic association of the SARS-CoV-2 viral load (VL) level with fatal dysfunctions of the lungs, liver, kidneys, heart, spleen and brain, as well as with the risk of death in COVID-19 patients remains poorly understood. SARS-CoV-2 VL in the lungs, heart, liver, kidneys, brain, spleen and lymph nodes have been measured by RT qPCR using the following formula: NSARS-CoV-2/NABL1 × 100. Dissemination of SARS-CoV-2 in 30.5% of cases was mono-organ, and in 63.9% of cases, it was multi-organ. The average SARS-CoV-2 VL in the exudative phase of diffuse alveolar damage (DAD) was 60 times higher than in the proliferative phase. The SARS-CoV-2 VL in the lungs ranged from 0 to 250,281 copies. The "pulmonary factors" of SARS-CoV-2 multi-organ dissemination are the high level of SARS-CoV-2 VL (≥4909) and the exudative phase of DAD. The frequency of SARS-CoV-2 dissemination to lymph nodes was 86.9%, heart-56.5%, spleen-52.2%, liver-47.8%, kidney-26%, and brain-13%. We found no link between the SARS-CoV-2 VL level in the liver, kidneys, and heart and the serum level of CPK, LDH, ALP, ALT, AST and Cr of COVID-19 patients. Isolated detection of SARS-CoV-2 RNA in the myocardium of COVID-19 patients who died from heart failure is possible. The pathogenesis of COVID-19-associated multi-organ failure requires further research in a larger cohort of patients.
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Affiliation(s)
- Akmaljon Odilov
- Department of Pathological Anatomy, Peoples′ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya St, Moscow 117198, Russia; (A.V.); (I.B.)
- Correspondence:
| | - Alexey Volkov
- Department of Pathological Anatomy, Peoples′ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya St, Moscow 117198, Russia; (A.V.); (I.B.)
- Department of Pathological Anatomy, Municipal Clinical Hospital Named after E.O. Mukhin, Moscow 111399, Russia
| | - Adhamjon Abdullaev
- Laboratory of Molecular Hematology, National Research Center for Hematology, Novy Zykovski lane 4a, Moscow 125167, Russia;
| | - Tatiana Gasanova
- Department of Virology, Lomonosov Moscow State University, Leninskie gori, 1, 40, Moscow 119234, Russia;
| | - Tatiana Lipina
- Department of Cell Biology and Histology, Faculty of Biology, Lomonosov Moscow State University, Leninskie gori, 1, 12, Moscow 119234, Russia;
| | - Igor Babichenko
- Department of Pathological Anatomy, Peoples′ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya St, Moscow 117198, Russia; (A.V.); (I.B.)
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16
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Hasankhani A, Bahrami A, Sheybani N, Aria B, Hemati B, Fatehi F, Ghaem Maghami Farahani H, Javanmard G, Rezaee M, Kastelic JP, Barkema HW. Differential Co-Expression Network Analysis Reveals Key Hub-High Traffic Genes as Potential Therapeutic Targets for COVID-19 Pandemic. Front Immunol 2021; 12:789317. [PMID: 34975885 PMCID: PMC8714803 DOI: 10.3389/fimmu.2021.789317] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 11/26/2021] [Indexed: 01/08/2023] Open
Abstract
Background The recent emergence of COVID-19, rapid worldwide spread, and incomplete knowledge of molecular mechanisms underlying SARS-CoV-2 infection have limited development of therapeutic strategies. Our objective was to systematically investigate molecular regulatory mechanisms of COVID-19, using a combination of high throughput RNA-sequencing-based transcriptomics and systems biology approaches. Methods RNA-Seq data from peripheral blood mononuclear cells (PBMCs) of healthy persons, mild and severe 17 COVID-19 patients were analyzed to generate a gene expression matrix. Weighted gene co-expression network analysis (WGCNA) was used to identify co-expression modules in healthy samples as a reference set. For differential co-expression network analysis, module preservation and module-trait relationships approaches were used to identify key modules. Then, protein-protein interaction (PPI) networks, based on co-expressed hub genes, were constructed to identify hub genes/TFs with the highest information transfer (hub-high traffic genes) within candidate modules. Results Based on differential co-expression network analysis, connectivity patterns and network density, 72% (15 of 21) of modules identified in healthy samples were altered by SARS-CoV-2 infection. Therefore, SARS-CoV-2 caused systemic perturbations in host biological gene networks. In functional enrichment analysis, among 15 non-preserved modules and two significant highly-correlated modules (identified by MTRs), 9 modules were directly related to the host immune response and COVID-19 immunopathogenesis. Intriguingly, systemic investigation of SARS-CoV-2 infection identified signaling pathways and key genes/proteins associated with COVID-19's main hallmarks, e.g., cytokine storm, respiratory distress syndrome (ARDS), acute lung injury (ALI), lymphopenia, coagulation disorders, thrombosis, and pregnancy complications, as well as comorbidities associated with COVID-19, e.g., asthma, diabetic complications, cardiovascular diseases (CVDs), liver disorders and acute kidney injury (AKI). Topological analysis with betweenness centrality (BC) identified 290 hub-high traffic genes, central in both co-expression and PPI networks. We also identified several transcriptional regulatory factors, including NFKB1, HIF1A, AHR, and TP53, with important immunoregulatory roles in SARS-CoV-2 infection. Moreover, several hub-high traffic genes, including IL6, IL1B, IL10, TNF, SOCS1, SOCS3, ICAM1, PTEN, RHOA, GDI2, SUMO1, CASP1, IRAK3, HSPA5, ADRB2, PRF1, GZMB, OASL, CCL5, HSP90AA1, HSPD1, IFNG, MAPK1, RAB5A, and TNFRSF1A had the highest rates of information transfer in 9 candidate modules and central roles in COVID-19 immunopathogenesis. Conclusion This study provides comprehensive information on molecular mechanisms of SARS-CoV-2-host interactions and identifies several hub-high traffic genes as promising therapeutic targets for the COVID-19 pandemic.
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Affiliation(s)
- Aliakbar Hasankhani
- Department of Animal Science, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran
| | - Abolfazl Bahrami
- Department of Animal Science, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran
- Biomedical Center for Systems Biology Science Munich, Ludwig-Maximilians-University, Munich, Germany
| | - Negin Sheybani
- Department of Animal and Poultry Science, College of Aburaihan, University of Tehran, Tehran, Iran
| | - Behzad Aria
- Department of Physical Education and Sports Science, School of Psychology and Educational Sciences, Yazd University, Yazd, Iran
| | - Behzad Hemati
- Biotechnology Research Center, Karaj Branch, Islamic Azad University, Karaj, Iran
| | - Farhang Fatehi
- Department of Animal Science, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran
| | | | - Ghazaleh Javanmard
- Department of Animal Science, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran
| | - Mahsa Rezaee
- Department of Medical Mycology, School of Medical Science, Tarbiat Modares University, Tehran, Iran
| | - John P. Kastelic
- Department of Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada
| | - Herman W. Barkema
- Department of Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada
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17
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Abdullaev A, Odilov A, Ershler M, Volkov A, Lipina T, Gasanova T, Lebedin Y, Babichenko I, Sudarikov A. Viral Load and Patterns of SARS-CoV-2 Dissemination to the Lungs, Mediastinal Lymph Nodes, and Spleen of Patients with COVID-19 Associated Lymphopenia. Viruses 2021; 13:1410. [PMID: 34372615 PMCID: PMC8310371 DOI: 10.3390/v13071410] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 07/12/2021] [Accepted: 07/15/2021] [Indexed: 02/06/2023] Open
Abstract
Lymphopenia is a frequent hematological manifestation, associated with a severe course of COVID-19, with an insufficiently understood pathogenesis. We present molecular genetic immunohistochemical, and electron microscopic data on SARS-CoV-2 dissemination and viral load (VL) in lungs, mediastinum lymph nodes, and the spleen of 36 patients who died from COVID-19. Lymphopenia <1 × 109/L was observed in 23 of 36 (63.8%) patients. In 12 of 36 cases (33%) SARS-CoV-2 was found in lung tissues only with a median VL of 239 copies (range 18-1952) SARS-CoV-2 cDNA per 100 copies of ABL1. Histomorphological changes corresponding to bronchopneumonia and the proliferative phase of DAD were observed in these cases. SARS-CoV-2 dissemination into the lungs, lymph nodes, and spleen was detected in 23 of 36 patients (58.4%) and was associated with the exudative phase of DAD in most of these cases. The median VL in the lungs was 12,116 copies (range 810-250281), lymph nodes-832 copies (range 96-11586), and spleen-71.5 copies (range 0-2899). SARS-CoV-2 in all cases belonged to the 19A strain. A immunohistochemical study revealed SARS-CoV-2 proteins in pneumocytes, alveolar macrophages, and bronchiolar epithelial cells in lung tissue, sinus histiocytes of lymph nodes, as well as cells of the Billroth pulp cords and spleen capsule. SARS-CoV-2 particles were detected by transmission electron microscopy in the cytoplasm of the endothelial cell, macrophages, and lymphocytes. The infection of lymphocytes with SARS-CoV-2 that we discovered for the first time may indicate a possible link between lymphopenia and SARS-CoV-2-mediated cytotoxic effect.
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Affiliation(s)
- Adhamjon Abdullaev
- National Research Center for Hematology, Laboratory of Molecular Hematology, Novy Zykovski Lane 4a, 125167 Moscow, Russia;
| | - Akmaljon Odilov
- Department of Pathological Anatomy, Peoples’ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya St, 117198 Moscow, Russia; (A.O.); (A.V.); (I.B.)
| | - Maxim Ershler
- National Research Center for Hematology, Hematopoiesis Physiology Laboratory, Novy Zykovski Lane 4a, 125167 Moscow, Russia;
| | - Alexey Volkov
- Department of Pathological Anatomy, Peoples’ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya St, 117198 Moscow, Russia; (A.O.); (A.V.); (I.B.)
- Department of Pathological Anatomy, Municipal Clinical Hospital Named after E.O. Mukhin, 17 Federativny Prospect, 111399 Moscow, Russia
| | - Tatiana Lipina
- Department of Cell Biology and Histology, Faculty of Biology, Lomonosov Moscow State University, Leninskie Gori, 1, 12, 119234 Moscow, Russia;
| | - Tatiana Gasanova
- Department of Virology, Lomonosov Moscow State University, Leninskie Gori, 1, 40, 119234 Moscow, Russia;
| | - Yuri Lebedin
- XEMA Company Limited, 9th Parkovaya St., 48, 105043 Moscow, Russia;
| | - Igor Babichenko
- Department of Pathological Anatomy, Peoples’ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya St, 117198 Moscow, Russia; (A.O.); (A.V.); (I.B.)
| | - Andrey Sudarikov
- National Research Center for Hematology, Laboratory of Molecular Hematology, Novy Zykovski Lane 4a, 125167 Moscow, Russia;
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18
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Mazzoni A, Salvati L, Maggi L, Annunziato F, Cosmi L. Hallmarks of immune response in COVID-19: Exploring dysregulation and exhaustion. Semin Immunol 2021; 55:101508. [PMID: 34728121 PMCID: PMC8547971 DOI: 10.1016/j.smim.2021.101508] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 10/11/2021] [Accepted: 10/15/2021] [Indexed: 01/08/2023]
Abstract
One and half year following the occurrence of COVID-19 pandemic, significant efforts from laboratories all over the world generated a huge amount of data describing the prototypical features of immunity in the course of SARS-CoV-2 infection. In this Review, we rationalize and organize the main observations, trying to define a "core" signature of immunity in COVID-19. We identified six hallmarks describing the main alterations occurring in the early infection phase and in the course of the disease, which predispose to severe illness. The six hallmarks are dysregulated type I IFN activity, hyperinflammation, lymphopenia, lymphocyte impairment, dysregulated myeloid response, and heterogeneous adaptive immunity to SARS-CoV-2. Dysregulation and exhaustion came out as the trait d'union, connecting abnormalities affecting both innate and adaptive immunity, humoral and cellular responses.
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Affiliation(s)
- Alessio Mazzoni
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Lorenzo Salvati
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Laura Maggi
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Francesco Annunziato
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy.
| | - Lorenzo Cosmi
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
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