1
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Asaba CN, Bitazar R, Labonté P, Bukong TN. Bronchoalveolar lavage single-cell transcriptomics reveals immune dysregulations driving COVID-19 severity. PLoS One 2025; 20:e0309880. [PMID: 39928675 PMCID: PMC11809808 DOI: 10.1371/journal.pone.0309880] [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: 08/20/2024] [Accepted: 12/30/2024] [Indexed: 02/12/2025] Open
Abstract
The continuous threats posed by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), the virus that causes COVID-19, including the emergence of potentially more infectious and deadly variants, necessitate ongoing studies to uncover novel and detailed mechanisms driving disease severity. Using single-cell transcriptomics, we conducted a secondary data analysis of bronchoalveolar lavage fluid (BALF) from COVID-19 patients of varying severities and healthy controls to comprehensively examine immune responses. We observed significant immune cell alterations correlating with disease severity. In severe cases, macrophages showed upregulation of pro-inflammatory genes TNFα and IL1β, contributing to severe inflammation and tissue damage. Neutrophils exhibited increased activation, marked by S100A8, CXCL8, and IL1β expression, with extended viability and reduced phagocytosis. Genes such as MCL1 and HIF1α supported extended viability, while MSR1 and MRC1 indicated reduced phagocytosis. Enhanced formation of neutrophil extracellular traps (NETs) and reduced clearance, indicated by NET-associated markers, were linked to thrombo-inflammation and organ damage. Both macrophages and neutrophils in severe cases showed impaired efferocytosis, indicated by decreased expression of MSR1 and TREM2 in macrophages and downregulation of FCGR3B in neutrophils, leading to the accumulation of apoptotic cells and exacerbating inflammation. Severe cases were characterized by M1 macrophages with high TNFα and IL1β, while milder cases had M2 macrophages with elevated PPARγ. Dendritic cells (DCs) in severe cases exhibited reduced proportions and attenuated expression of MHC class I genes (HLA-A, HLA-B, HLA-C) and co-stimulatory molecules (CD80, CD86), alongside increased cytochrome c expression, indicating impaired antigen presentation and enhanced apoptosis. NK and T cells in severe cases demonstrated altered receptor and gene expression, with increased activation markers IFNγ and ISG15, suggesting a paradoxical state of activation and exhaustion. This analysis highlights the critical role of dysregulated neutrophil, macrophage, dendritic cell, NK, and T cell responses in severe COVID-19, identifying potential therapeutic targets and providing novel insights into the disease.
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Affiliation(s)
- Clinton Njinju Asaba
- Armand-Frappier Santé Biotechnologie Research Center, Institut National de la Recherche Scientifique, Laval, Québec, Canada
| | - Razieh Bitazar
- Armand-Frappier Santé Biotechnologie Research Center, Institut National de la Recherche Scientifique, Laval, Québec, Canada
| | - Patrick Labonté
- Armand-Frappier Santé Biotechnologie Research Center, Institut National de la Recherche Scientifique, Laval, Québec, Canada
| | - Terence Ndonyi Bukong
- Armand-Frappier Santé Biotechnologie Research Center, Institut National de la Recherche Scientifique, Laval, Québec, Canada
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2
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Wilbourn AC, Tsodikov OV, Garneau-Tsodikova S. Association of COVID-19 risk factors with systemic fungal infections in hospitalized patients. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.10.10.24315254. [PMID: 39417099 PMCID: PMC11482998 DOI: 10.1101/2024.10.10.24315254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Purpose A new category of systemic co-infections that emerged with the COVID-19 pandemic is known as COVID-19-associated (CA) fungal infections, which include pulmonary aspergillosis (CAPA), candidiasis (CAC), and mucormycosis (CAM). We aimed to study the association between patient characteristics of hospitalized COVID-19 patients, COVID-19 comorbidities, and COVID-19 therapies with secondary non-superficial fungal infections. Methods We performed descriptive and regression analyses of data from 4,999 hospitalized COVID-19 patients from the University of Kentucky Healthcare (UKHC) system. Results The patients with secondary systemic fungal infections had a 6-fold higher risk of death than those without such infections. Generally, the risk factors for severe COVID-19 (age, obesity, cardiovascular disease, diabetes, and lack of COVID-19 vaccination) were strong predictors of a secondary fungal infection. However, several characteristics had much higher risks, suggesting that a causative link may be at play: ICU admission, mechanical ventilation, length of hospital stay, and steroid use. Conclusions In sum, this study found that the known risk factors for severe COVID-19 disease, age, diabetes, cardiovascular disease, obesity, ventilation, and high steroid doses were all predictors of a secondary fungal infection. Steroid therapy may need to be modified to account for a risk or a presence of a fungal infection in vulnerable patients.
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Affiliation(s)
- Abbygail C. Wilbourn
- University of Kentucky, College of Pharmacy, 789 South Limestone St., Lexington, KY, 40536-0596, USA
| | - Oleg V. Tsodikov
- University of Kentucky, College of Pharmacy, 789 South Limestone St., Lexington, KY, 40536-0596, USA
| | - Sylvie Garneau-Tsodikova
- University of Kentucky, College of Pharmacy, 789 South Limestone St., Lexington, KY, 40536-0596, USA
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3
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Lin QXX, Rajagopalan D, Gamage AM, Tan LM, Venkatesh PN, Chan WOY, Kumar D, Agrawal R, Chen Y, Fong SW, Singh A, Sun LJ, Tan SY, Chai LYA, Somani J, Lee B, Renia L, Ng LFP, Ramanathan K, Wang LF, Young B, Lye D, Singhal A, Prabhakar S. Longitudinal single cell atlas identifies complex temporal relationship between type I interferon response and COVID-19 severity. Nat Commun 2024; 15:567. [PMID: 38238298 PMCID: PMC10796319 DOI: 10.1038/s41467-023-44524-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 12/18/2023] [Indexed: 01/22/2024] Open
Abstract
Due to the paucity of longitudinal molecular studies of COVID-19, particularly those covering the early stages of infection (Days 1-8 symptom onset), our understanding of host response over the disease course is limited. We perform longitudinal single cell RNA-seq on 286 blood samples from 108 age- and sex-matched COVID-19 patients, including 73 with early samples. We examine discrete cell subtypes and continuous cell states longitudinally, and we identify upregulation of type I IFN-stimulated genes (ISGs) as the predominant early signature of subsequent worsening of symptoms, which we validate in an independent cohort and corroborate by plasma markers. However, ISG expression is dynamic in progressors, spiking early and then rapidly receding to the level of severity-matched non-progressors. In contrast, cross-sectional analysis shows that ISG expression is deficient and IFN suppressors such as SOCS3 are upregulated in severe and critical COVID-19. We validate the latter in four independent cohorts, and SOCS3 inhibition reduces SARS-CoV-2 replication in vitro. In summary, we identify complexity in type I IFN response to COVID-19, as well as a potential avenue for host-directed therapy.
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Affiliation(s)
- Quy Xiao Xuan Lin
- Laboratory of Systems Biology and Data Analytics, Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore
| | - Deepa Rajagopalan
- Laboratory of Systems Biology and Data Analytics, Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore
| | - Akshamal M Gamage
- Programme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore, 169857, Singapore
| | - Le Min Tan
- Laboratory of Systems Biology and Data Analytics, Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore
| | - Prasanna Nori Venkatesh
- Laboratory of Systems Biology and Data Analytics, Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore
| | - Wharton O Y Chan
- Programme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore, 169857, Singapore
| | - Dilip Kumar
- Singapore Immunology Network, A*STAR, Singapore, 138648, Singapore
| | - Ragini Agrawal
- Department of Microbiology and Cell Biology, Centre for Infectious Disease Research, Indian Institute of Science, Bangalore, 560012, India
| | - Yao Chen
- A*STAR Infectious Diseases Labs (A*STAR ID Labs), A*STAR, Singapore, 138648, Singapore
| | - Siew-Wai Fong
- A*STAR Infectious Diseases Labs (A*STAR ID Labs), A*STAR, Singapore, 138648, Singapore
| | - Amit Singh
- Department of Microbiology and Cell Biology, Centre for Infectious Disease Research, Indian Institute of Science, Bangalore, 560012, India
| | - Louisa J Sun
- Alexandra Hospital, Singapore, 159964, Singapore
| | - Seow-Yen Tan
- Changi General Hospital, Singapore, 529889, Singapore
| | - Louis Yi Ann Chai
- Division of Infectious Diseases, Department of Medicine, National University Health System, Singapore, 119228, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore
| | - Jyoti Somani
- Division of Infectious Diseases, Department of Medicine, National University Health System, Singapore, 119228, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore
| | - Bernett Lee
- Singapore Immunology Network, A*STAR, Singapore, 138648, Singapore
- A*STAR Infectious Diseases Labs (A*STAR ID Labs), A*STAR, Singapore, 138648, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, 636921, Singapore
| | - Laurent Renia
- A*STAR Infectious Diseases Labs (A*STAR ID Labs), A*STAR, Singapore, 138648, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, 636921, Singapore
| | - Lisa F P Ng
- A*STAR Infectious Diseases Labs (A*STAR ID Labs), A*STAR, Singapore, 138648, Singapore
| | - Kollengode Ramanathan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore
- National University Hospital, Singapore, 119074, Singapore
| | - Lin-Fa Wang
- Programme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore, 169857, Singapore
- SingHealth Duke-NUS Global Health Institute, Singapore, 168753, Singapore
| | - Barnaby Young
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, 636921, Singapore
- National Centre for Infectious diseases, Singapore, 308442, Singapore
- Tan Tock Seng Hospital, Singapore, 308433, Singapore
| | - David Lye
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, 636921, Singapore
- National Centre for Infectious diseases, Singapore, 308442, Singapore
- Tan Tock Seng Hospital, Singapore, 308433, Singapore
| | - Amit Singhal
- Singapore Immunology Network, A*STAR, Singapore, 138648, Singapore.
- A*STAR Infectious Diseases Labs (A*STAR ID Labs), A*STAR, Singapore, 138648, Singapore.
| | - Shyam Prabhakar
- Laboratory of Systems Biology and Data Analytics, Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, 138672, Singapore.
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4
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De Waard A, Lefebvre L, Textoris J, Payen D. Case Report: Intercurrent infections in COVID-19-induced sustained immunodepression: is interferon gamma a suitable drug? Front Immunol 2023; 14:1183665. [PMID: 37359519 PMCID: PMC10285411 DOI: 10.3389/fimmu.2023.1183665] [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: 03/10/2023] [Accepted: 05/15/2023] [Indexed: 06/28/2023] Open
Abstract
Acute immuno-depression syndrome (AIDs) had been observed in many life-threatening conditions leading to the Intensive Care Unit. and is associated with recurrent secondary infections. We report one COVID-19 patient with a severe ARDS, demonstrating acute immunodepression syndrome lasting for several weeks. The occurrence of secondary infections despite long treatment by antibiotics led to combined interferon γ (IFNγ) as reported previously. The response to IFNγ was evaluated by the flowcytometry HLA-DR expression on circulating monocytes, which was repeated from time to time. The severe COVID-19 patients responded well to IFNγ without adverse events.
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Affiliation(s)
- Aurianne De Waard
- Intensive Care Unit, Centre Hospitalier Intercommunal Aix-Pertuis, Aix en Provence, France
| | - Laurent Lefebvre
- Intensive Care Unit, Centre Hospitalier Intercommunal Aix-Pertuis, Aix en Provence, France
| | - Julien Textoris
- EA7426 “Pathophysiology of Injury-Induced Immunosuppression (PI3)”, Université Claude Bernard Lyon 1 - Hospices Civils de Lyon - bioMérieux, Lyon, France
| | - Didier Payen
- Université Paris 7 Denis Diderot, Unité de Formation et de Recherche (UFR) de Médecine, Paris, France
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5
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Qudus MS, Tian M, Sirajuddin S, Liu S, Afaq U, Wali M, Liu J, Pan P, Luo Z, Zhang Q, Yang G, Wan P, Li Y, Wu J. The roles of critical pro-inflammatory cytokines in the drive of cytokine storm during SARS-CoV-2 infection. J Med Virol 2023; 95:e28751. [PMID: 37185833 DOI: 10.1002/jmv.28751] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 03/17/2023] [Accepted: 04/07/2023] [Indexed: 05/17/2023]
Abstract
In patients with severe COVID-19, acute respiratory distress syndrome (ARDS), multiple organ dysfunction syndrome (MODS), and even mortality can result from cytokine storm, which is a hyperinflammatory medical condition caused by the excessive and uncontrolled release of pro-inflammatory cytokines. High levels of numerous crucial pro-inflammatory cytokines, such as interleukin-1 (IL-1), IL-2, IL-6, tumor necrosis factor-α, interferon (IFN)-γ, IFN-induced protein 10 kDa, granulocyte-macrophage colony-stimulating factor, monocyte chemoattractant protein-1, and IL-10 and so on, have been found in severe COVID-19. They participate in cascade amplification pathways of pro-inflammatory responses through complex inflammatory networks. Here, we review the involvements of these critical inflammatory cytokines in SARS-CoV-2 infection and discuss their potential roles in triggering or regulating cytokine storm, which can help to understand the pathogenesis of severe COVID-19. So far, there is rarely effective therapeutic strategy for patients with cytokine storm besides using glucocorticoids, which is proved to result in fatal side effects. Clarifying the roles of key involved cytokines in the complex inflammatory network of cytokine storm will help to develop an ideal therapeutic intervention, such as neutralizing antibody of certain cytokine or inhibitor of some inflammatory signal pathways.
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Affiliation(s)
- Muhammad Suhaib Qudus
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, China
| | - Mingfu Tian
- Key Laboratory of Ministry of Education for Viral Pathogenesis & Infection Prevention and Control, Institute of Medical Microbiology, Jinan University, Guangzhou, China
| | - Summan Sirajuddin
- Department of Health and Biological Sciences, Abasyn University, Peshawar, Pakistan
| | - Siyu Liu
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, China
| | - Uzair Afaq
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, China
| | - Muneeba Wali
- Department of Allied Health Sciences, CECOS University of IT and Emerging Sciences, Peshawar, Pakistan
| | - Jinbiao Liu
- Key Laboratory of Ministry of Education for Viral Pathogenesis & Infection Prevention and Control, Institute of Medical Microbiology, Jinan University, Guangzhou, China
| | - Pan Pan
- Key Laboratory of Ministry of Education for Viral Pathogenesis & Infection Prevention and Control, Institute of Medical Microbiology, Jinan University, Guangzhou, China
- Foshan Institute of Medical Microbiology, Foshan, China
| | - Zhen Luo
- Key Laboratory of Ministry of Education for Viral Pathogenesis & Infection Prevention and Control, Institute of Medical Microbiology, Jinan University, Guangzhou, China
- Foshan Institute of Medical Microbiology, Foshan, China
| | - Qiwei Zhang
- Key Laboratory of Ministry of Education for Viral Pathogenesis & Infection Prevention and Control, Institute of Medical Microbiology, Jinan University, Guangzhou, China
- Foshan Institute of Medical Microbiology, Foshan, China
| | - Ge Yang
- Foshan Institute of Medical Microbiology, Foshan, China
| | - Pin Wan
- Foshan Institute of Medical Microbiology, Foshan, China
| | - Yongkui Li
- Key Laboratory of Ministry of Education for Viral Pathogenesis & Infection Prevention and Control, Institute of Medical Microbiology, Jinan University, Guangzhou, China
- Foshan Institute of Medical Microbiology, Foshan, China
| | - Jianguo Wu
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan, China
- Key Laboratory of Ministry of Education for Viral Pathogenesis & Infection Prevention and Control, Institute of Medical Microbiology, Jinan University, Guangzhou, China
- Foshan Institute of Medical Microbiology, Foshan, China
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6
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Suzzi S, Tsitsou-Kampeli A, Schwartz M. The type I interferon antiviral response in the choroid plexus and the cognitive risk in COVID-19. Nat Immunol 2023; 24:220-224. [PMID: 36717725 DOI: 10.1038/s41590-022-01410-z] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 12/12/2022] [Indexed: 02/01/2023]
Abstract
The type I interferon (IFN) response is the body's typical immune defense against viruses. Previous studies linked high expression of genes encoding type I IFNs in the brain's choroid plexus to cognitive decline under virus-free conditions in aging and neurodegeneration. Multiple reports have documented persisting cognitive symptoms following recovery from COVID-19. Cumulative evidence shows that the choroid plexus is one of the brain regions most vulnerable to infection with the coronavirus SARS-CoV-2, and manifests increased expression of genes encoding type I IFNs even in the absence of viral traces within the brain. In this Perspective, we propose that the type I IFN defensive immune response to SARS-CoV-2 infection in the choroid plexus poses a risk to cognitive function if not resolved in a timely manner.
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Affiliation(s)
- Stefano Suzzi
- Department of Brain Sciences, Weizmann Institute of Science, Rehovot, Israel
| | | | - Michal Schwartz
- Department of Brain Sciences, Weizmann Institute of Science, Rehovot, Israel.
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7
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Manni S, Ruetsch C, Fabre R, Ticchioni M, Graça D, Pradier C, Seitz-Polski B, Lotte L, Brglez V, Vassallo M. Immune response to BNT162b2 SARS-CoV-2 vaccine in patients living with HIV: The COVIH-DAPT study. Front Immunol 2023; 14:1136723. [PMID: 36949938 PMCID: PMC10025349 DOI: 10.3389/fimmu.2023.1136723] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 02/20/2023] [Indexed: 03/08/2023] Open
Abstract
Introduction Data on immune response to SARS-CoV-2 vaccine in patients living with HIV (PLWH) over a period longer than 3 months are currently limited. We measured the immune response after BNT162b2 vaccination against SARS-CoV-2 in this population. Methods We prospectively enrolled PLWH on successful antiretroviral therapy, initiating vaccination with two doses of the BNT162b2 SARS-CoV-2 vaccine administered at six-week interval. SARS-CoV-2 humoral and cellular responses and lymphocyte cell subsets were recorded at inclusion and 6 weeks (W6), 3 months (M3) and 6 months (M6) later. Humoral, humoral strong and cellular responders were defined by IgG titers >10, ≥264BAU/mL and IFN-γ T cell release, respectively. Results Nineteen subjects without SARS-CoV-2 infection were included (74% men, mean age 51 years, CD4 nadir 399/mm3). All subjects were humoral responders, their antibody titer peak reached at M3. Strong responders' rates were 63% and 21% at M3 and M6, respectively. CD19+CD10+ B cells had increased significantly at W6 then decreased at M3, while CD19+CD27+ B cells remained unchanged. Rates of patients with a cellular response increased from 39% at W6 to 69% at M6. Cellular responders had significantly higher CD3+, CD4+ and CD8+ Effector Memory cells at inclusion (p=0.048, p=0.024, p=0.012, respectively) and CD4+ Terminally Differentiated Effector Memory cells at M3 (p=0.044). Discussion PLWH have a robust immune response after SARS-CoV-2 vaccination, but a rapid decline in humoral response from 3 months onwards, due to a blunted memory B cell response. Analysis of lymphocyte subsets may help identify optimal times for vaccine boosters.
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Affiliation(s)
- Sabrina Manni
- Department of Infectious Diseases, Cannes General Hospital, Cannes, France
- *Correspondence: Sabrina Manni, ; Matteo Vassallo,
| | - Caroline Ruetsch
- Immunology Department, Nice University Hospital, Côte d’Azur University, Nice, France
- Mediterranean Centre for Molecular Medicine (C3M), Institut National de la Santé Et de la Recherche Médicale (INSERM) U1065, Côte d’Azur University, Nice, France
| | - Roxane Fabre
- Public Health Department, Nice University Hospital, Côte d'Azur Université, Nice, France
| | - Michel Ticchioni
- Immunology Department, Nice University Hospital, Côte d’Azur University, Nice, France
| | - Daisy Graça
- Immunology Department, Nice University Hospital, Côte d’Azur University, Nice, France
- Unité de Recherche Clinique Côte d’Azur (UR2CA), Côte d’Azur University, Nice, France
| | - Christian Pradier
- Public Health Department, Nice University Hospital, Côte d'Azur Université, Nice, France
| | - Barbara Seitz-Polski
- Immunology Department, Nice University Hospital, Côte d’Azur University, Nice, France
- Unité de Recherche Clinique Côte d’Azur (UR2CA), Côte d’Azur University, Nice, France
| | - Laurene Lotte
- Multipurpose Laboratory, Cannes General Hospital, Cannes, France
| | - Vesna Brglez
- Immunology Department, Nice University Hospital, Côte d’Azur University, Nice, France
- Unité de Recherche Clinique Côte d’Azur (UR2CA), Côte d’Azur University, Nice, France
| | - Matteo Vassallo
- Department of Infectious Diseases, Cannes General Hospital, Cannes, France
- Unité de Recherche Clinique Côte d’Azur (UR2CA), Côte d’Azur University, Nice, France
- *Correspondence: Sabrina Manni, ; Matteo Vassallo,
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8
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Klingler J, Lambert GS, Bandres JC, Emami-Gorizi R, Nádas A, Oguntuyo KY, Amanat F, Bermúdez-González MC, Gleason C, Kleiner G, Simon V, Lee B, Zolla-Pazner S, Upadhyay C, Hioe CE. Immune profiles to distinguish hospitalized versus ambulatory COVID-19 cases in older patients. iScience 2022; 25:105608. [PMID: 36406863 PMCID: PMC9666267 DOI: 10.1016/j.isci.2022.105608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 09/23/2022] [Accepted: 11/11/2022] [Indexed: 11/17/2022] Open
Abstract
A fraction of patients with COVID-19 develops severe disease requiring hospitalization, while the majority, including high-risk individuals, experience mild symptoms. Severe disease has been associated with higher levels of antibodies and inflammatory cytokines but often among patients with diverse demographics and comorbidity status. This study evaluated hospitalized vs. ambulatory patients with COVID-19 with demographic risk factors for severe COVID-19: median age of 63, >80% male, and >85% black and/or Hispanic. Sera were collected four to 243 days after symptom onset and evaluated for binding and functional antibodies as well as 48 cytokines and chemokines. SARS-CoV-2-specific antibody levels and functions were similar in ambulatory and hospitalized patients. However, a strong correlation between anti-S2 antibody levels and the other antibody parameters, along with higher IL-27 levels, was observed in hospitalized but not ambulatory cases. These data indicate that antibodies against the relatively conserved S2 spike subunit and immunoregulatory cytokines such as IL-27 are potential immune determinants of COVID-19.
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Affiliation(s)
- Jéromine Klingler
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- James J. Peters VA Medical Center, Bronx, NY, USA
| | - Gregory S. Lambert
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Juan C. Bandres
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- James J. Peters VA Medical Center, Bronx, NY, USA
| | | | - Arthur Nádas
- Department of Environment Medicine, NYU School of Medicine, New York, NY, USA
| | | | - Fatima Amanat
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Maria C. Bermúdez-González
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Vaccine Research and Pandemic Preparedness, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Charles Gleason
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Vaccine Research and Pandemic Preparedness, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Giulio Kleiner
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Vaccine Research and Pandemic Preparedness, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Viviana Simon
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Vaccine Research and Pandemic Preparedness, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Benhur Lee
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Susan Zolla-Pazner
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Chitra Upadhyay
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Catarina E. Hioe
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- James J. Peters VA Medical Center, Bronx, NY, USA
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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9
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Allouche J, Cremoni M, Brglez V, Graça D, Benzaken S, Zorzi K, Fernandez C, Esnault V, Levraut M, Oppo S, Jacquinot M, Armengaud A, Pradier C, Bailly L, Seitz-Polski B. Air pollution exposure induces a decrease in type II interferon response: A paired cohort study. EBioMedicine 2022; 85:104291. [PMID: 36183487 PMCID: PMC9525814 DOI: 10.1016/j.ebiom.2022.104291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 08/22/2022] [Accepted: 09/13/2022] [Indexed: 12/01/2022] Open
Abstract
Background While air pollution is a major issue due to its harmful effects on human health, few studies focus on its impact on the immune system and vulnerability to viral infections. The lockdown declared following the COVID-19 pandemic represents a unique opportunity to study the large-scale impact of variations in air pollutants in real life. We hypothesized that variations in air pollutants modify Th1 response represented by interferon (IFN) γ production. Methods We conducted a single center paired pilot cohort study of 58 participants, and a confirmation cohort of 320 participants in Nice (France), with for each cohort two samplings at six months intervals. We correlated the variations in the production of IFNγ after non-specific stimulation of participants’ immune cells with variations in key regulated pollutants: NO2, O3, PM2.5, and PM10 and climate variables. Using linear regression, we studied the effects of variations of each pollutant on the immune response. Findings In the pilot cohort, IFNγ production significantly decreased by 25.7% post-lockdown compared to during lockdown, while NO2 increased significantly by 46.0%. After the adjustment for climate variations during the study period (sunshine and temperature), we observed a significant effect of NO2 variation on IFNγ production (P=0.03). In the confirmation cohort IFNγ decreased significantly by 47.8% and after adjustment for environmental factors and intrinsic characteristics we observed a significant effect of environmental factors: NO2, PM10, O3, climatic conditions (sunshine exposure, relative humidity) on variation in IFNγ production (P=0.005, P<0.001, P=0.001, P=0.002 and P<0.001 respectively) but not independently from the BMI at inclusion and the workplace P=0.007 and P<0.001 respectively). Interpretation We show a weakening of the antiviral cellular response in correlation with an increase of pollutants exposition. Funding Agence Nationale de la Recherche, Conseil Départemental des Alpes-Maritimes and Region Sud.
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Affiliation(s)
- Jonathan Allouche
- Department of Public Health, University Hospital of Nice, University Côte, France; Clinical Research Unit of the Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France
| | - Marion Cremoni
- Clinical Research Unit of the Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France; Immunology Department, University Hospital of Nice, Université Côte d'Azur, Nice, France
| | - Vesna Brglez
- Clinical Research Unit of the Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France; Immunology Department, University Hospital of Nice, Université Côte d'Azur, Nice, France
| | - Daisy Graça
- Clinical Research Unit of the Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France; Immunology Department, University Hospital of Nice, Université Côte d'Azur, Nice, France
| | - Sylvia Benzaken
- Immunology Department, University Hospital of Nice, Université Côte d'Azur, Nice, France
| | - Kévin Zorzi
- Clinical Research Unit of the Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France
| | - Céline Fernandez
- Clinical Research Unit of the Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France; Immunology Department, University Hospital of Nice, Université Côte d'Azur, Nice, France
| | - Vincent Esnault
- Clinical Research Unit of the Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France
| | - Michaël Levraut
- Clinical Research Unit of the Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France
| | - Sonia Oppo
- AtmoSud, Air Quality Observatory for Southern Region, Marseille, France
| | - Morgan Jacquinot
- AtmoSud, Air Quality Observatory for Southern Region, Marseille, France
| | | | - Christian Pradier
- Department of Public Health, University Hospital of Nice, University Côte, France; Clinical Research Unit of the Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France
| | - Laurent Bailly
- Department of Public Health, University Hospital of Nice, University Côte, France; Clinical Research Unit of the Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France
| | - Barbara Seitz-Polski
- Clinical Research Unit of the Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France; Immunology Department, University Hospital of Nice, Université Côte d'Azur, Nice, France.
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10
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Occelli C, Guigonis JM, Lindenthal S, Cagnard A, Graslin F, Brglez V, Seitz-Polski B, Dellamonica J, Levraut J, Pourcher T. Untargeted plasma metabolomic fingerprinting highlights several biomarkers for the diagnosis and prognosis of coronavirus disease 19. Front Med (Lausanne) 2022; 9:995069. [PMID: 36250098 PMCID: PMC9556858 DOI: 10.3389/fmed.2022.995069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/01/2022] [Indexed: 11/13/2022] Open
Abstract
ObjectivesThe COVID-19 pandemic has been a serious worldwide public health crisis since 2020 and is still challenging healthcare systems. New tools for the prognosis and diagnosis of COVID-19 patients remain important issues.DesignHere, we studied the metabolome of plasma samples of COVID-19 patients for the identification of prognosis biomarkers.PatientsPlasma samples of eighty-six SARS-CoV-2-infected subjects and 24 healthy controls were collected during the first peak of the COVID-19 pandemic in France in 2020.Main resultsPlasma metabolome fingerprinting allowed the successful discrimination of healthy controls, mild SARS-CoV-2 subjects, and moderate and severe COVID-19 patients at hospital admission. We found a strong effect of SARS-CoV-2 infection on the plasma metabolome in mild cases. Our results revealed that plasma lipids and alterations in their saturation level are important biomarkers for the detection of the infection. We also identified deoxy-fructosyl-amino acids as new putative plasma biomarkers for SARS-CoV-2 infection and COVID-19 severity. Finally, our results highlight a key role for plasma levels of tryptophan and kynurenine in the symptoms of COVID-19 patients.ConclusionOur results showed that plasma metabolome profiling is an efficient tool for the diagnosis and prognosis of SARS-CoV-2 infection.
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Affiliation(s)
- Céline Occelli
- Transporter in Imaging and Radiotherapy in Oncology Laboratory (TIRO), Direction de la Recherche Fondamentale (DRF), Institut des Sciences du Vivant Frederic Joliot, Commissariat a l’Energie Atomique et aux Energies Alternatives (CEA), Université Côte d’Azur, School of Medicine, Nice, France
- Department of Emergency, University Hospital, Nice, France
- School of Medicine, Université Côte d’Azur, Nice, France
| | - Jean-Marie Guigonis
- Transporter in Imaging and Radiotherapy in Oncology Laboratory (TIRO), Direction de la Recherche Fondamentale (DRF), Institut des Sciences du Vivant Frederic Joliot, Commissariat a l’Energie Atomique et aux Energies Alternatives (CEA), Université Côte d’Azur, School of Medicine, Nice, France
| | - Sabine Lindenthal
- Transporter in Imaging and Radiotherapy in Oncology Laboratory (TIRO), Direction de la Recherche Fondamentale (DRF), Institut des Sciences du Vivant Frederic Joliot, Commissariat a l’Energie Atomique et aux Energies Alternatives (CEA), Université Côte d’Azur, School of Medicine, Nice, France
| | - Alexandre Cagnard
- Transporter in Imaging and Radiotherapy in Oncology Laboratory (TIRO), Direction de la Recherche Fondamentale (DRF), Institut des Sciences du Vivant Frederic Joliot, Commissariat a l’Energie Atomique et aux Energies Alternatives (CEA), Université Côte d’Azur, School of Medicine, Nice, France
| | - Fanny Graslin
- Transporter in Imaging and Radiotherapy in Oncology Laboratory (TIRO), Direction de la Recherche Fondamentale (DRF), Institut des Sciences du Vivant Frederic Joliot, Commissariat a l’Energie Atomique et aux Energies Alternatives (CEA), Université Côte d’Azur, School of Medicine, Nice, France
| | - Vesna Brglez
- Unité de Recherche Clinique Côte d’Azur (UR2CA), Université Côte d’Azur, Nice, France
- Department of Immunology, University Hospital, Nice, France
| | - Barbara Seitz-Polski
- School of Medicine, Université Côte d’Azur, Nice, France
- Unité de Recherche Clinique Côte d’Azur (UR2CA), Université Côte d’Azur, Nice, France
- Department of Immunology, University Hospital, Nice, France
| | - Jean Dellamonica
- School of Medicine, Université Côte d’Azur, Nice, France
- Unité de Recherche Clinique Côte d’Azur (UR2CA), Université Côte d’Azur, Nice, France
- Medical Intensive Care Unit, University Hospital, Nice, France
| | - Jacques Levraut
- Department of Emergency, University Hospital, Nice, France
- School of Medicine, Université Côte d’Azur, Nice, France
| | - Thierry Pourcher
- Transporter in Imaging and Radiotherapy in Oncology Laboratory (TIRO), Direction de la Recherche Fondamentale (DRF), Institut des Sciences du Vivant Frederic Joliot, Commissariat a l’Energie Atomique et aux Energies Alternatives (CEA), Université Côte d’Azur, School of Medicine, Nice, France
- *Correspondence: Thierry Pourcher,
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11
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Dizaji Asl K, Mazloumi Z, Majidi G, Kalarestaghi H, Sabetkam S, Rafat A. NK cell dysfunction is linked with disease severity in SARS-CoV-2 patients. Cell Biochem Funct 2022; 40:559-568. [PMID: 35833321 PMCID: PMC9350078 DOI: 10.1002/cbf.3725] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 05/16/2022] [Accepted: 06/02/2022] [Indexed: 12/13/2022]
Abstract
SARS-CoV-2 first raised from Wuhan City, Hubei Province in November 2019. The respiratory disorder, cough, weakness, fever are the main clinical symptoms of coronavirus disease 2019 (COVID-19) patients. Natural Killer (NK) cells as a first defense barrier of innate immune system have an essential role in early defense against pulmonary virus. They kill the infected cells by inducing apoptosis or the degranulation of perforin and granzymes. Collectively, NK cells function are coordinated by the transmitted signals from activating and inhibitory receptors. It is clear that the cytotoxic function of NK cells is disrupted in COVID-19 patients due to the dysregulation of activating and inhibitory receptors. Therefore, better understanding of the activating and inhibitory receptors mechanism could facilitate the treatment strategy in clinic. To improve the efficacy of immunotherapy in COVID-19 patients, the functional detail of NK cell and manipulation of their key checkpoints are gathered in current review.
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Affiliation(s)
- Khadijeh Dizaji Asl
- Clinical Research Development Unit of Tabriz Valiasr HospitalTabriz University of Medical SciencesTabrizIran
- Department of Histopathology and Anatomy, Faculty of Medicine, Tabriz BranchIslamic Azad UniversityTabrizIran
| | - Zeinab Mazloumi
- Department of Medical Applied Cell Sciences, Faculty of Advanced Medical SciencesTabriz University of Medical SciencesTabrizIran
| | - Ghazal Majidi
- Faculty of MedicineTabriz University of Medical SciencesTabrizIran
| | - Hossein Kalarestaghi
- Research Laboratory for Embryology and Stem Cell, Department of Anatomical Sciences, School of MedicineArdabil University of Medical SciencesArdabilIran
| | - Shahnaz Sabetkam
- Department of Histopathology and Anatomy, Faculty of Medicine, Tabriz BranchIslamic Azad UniversityTabrizIran
| | - Ali Rafat
- Department of Anatomical SciencesTabriz University of Medical SciencesTabrizIran
- Anatomical Sciences Research CenterKashan University of Medical SciencesKashanIran
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12
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Prognostic Value of Mid-Region Proadrenomedullin and In Vitro Interferon Gamma Production for In-Hospital Mortality in Patients with COVID-19 Pneumonia and Respiratory Failure: An Observational Prospective Study. Viruses 2022; 14:v14081683. [PMID: 36016305 PMCID: PMC9414973 DOI: 10.3390/v14081683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 07/26/2022] [Accepted: 07/29/2022] [Indexed: 12/15/2022] Open
Abstract
Coagulopathy and immune dysregulation have been identified as important causes of adverse outcomes in coronavirus disease (COVID-19). Mid-region proadrenomedullin (MR-proADM) is associated with endothelial damage and has recently been proposed as a prognostic factor in COVID-19. In non-COVID-19 immunocompromised patients, low in vitro interferon gamma (IFNγ) production correlates with infection risk and mortality. This prospective, monocentric, observational study included adult patients consecutively admitted with radiologic evidence of COVID-19 pneumonia and respiratory failure. MR-proADM and in vitro IFNγ production were measured at T0 (day 1 from admission) and T1 (day 7 from enrollment). One hundred patients were enrolled. Thirty-six percent were females, median age 65 (Q1−Q3 54.5−75) years, and 58% had ≥1 comorbidity. Only 16 patients had received COVID-19 vaccination before hospitalization. At admission, the median PaO2:FiO2 ratio was 241 (157−309) mmHg. In-hospital mortality was 13%. MR-proADM levels differed significantly between deceased and survivors both at T0 (1.41 (1.12−1.77) nmol/L vs. 0.79 (0.63−1.03) nmol/L, p < 0.001) and T1 (1.67 (1.08−1.96) nmol/L vs. 0.66 (0.53−0.95) nmol/L, p < 0.001). In vitro IFNγ production at T0 and T1 did not vary between groups. When only the subset of non-vaccinated patients was considered, both biomarkers at T1 resulted significantly associated with in-hospital mortality. AUROC for MR-proADM at T0 to predict in-hospital mortality was 0.87 (95%CI 0.79−0.94), with the best cut-off point at 1.04 nmol/L (92% sensitivity, 75% specificity and 98% negative predictive value). In patients with COVID-19 pneumonia and different degrees of respiratory failure, MR-proADM at admission and during hospitalization resulted strongly associated with in-hospital mortality. Low in vitro IFNγ production after the first week of hospitalization was associated with mortality in non-vaccinated patients possibly identifying the subgroup characterized by a higher degree of immune suppression.
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13
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Frishberg A, Kooistra E, Nuesch-Germano M, Pecht T, Milman N, Reusch N, Warnat-Herresthal S, Bruse N, Händler K, Theis H, Kraut M, van Rijssen E, van Cranenbroek B, Koenen HJ, Heesakkers H, van den Boogaard M, Zegers M, Pickkers P, Becker M, Aschenbrenner AC, Ulas T, Theis FJ, Shen-Orr SS, Schultze JL, Kox M. Mature neutrophils and a NF-κB-to-IFN transition determine the unifying disease recovery dynamics in COVID-19. Cell Rep Med 2022; 3:100652. [PMID: 35675822 PMCID: PMC9110324 DOI: 10.1016/j.xcrm.2022.100652] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 03/14/2022] [Accepted: 05/11/2022] [Indexed: 01/19/2023]
Abstract
Disease recovery dynamics are often difficult to assess, as patients display heterogeneous recovery courses. To model recovery dynamics, exemplified by severe COVID-19, we apply a computational scheme on longitudinally sampled blood transcriptomes, generating recovery states, which we then link to cellular and molecular mechanisms, presenting a framework for studying the kinetics of recovery compared with non-recovery over time and long-term effects of the disease. Specifically, a decrease in mature neutrophils is the strongest cellular effect during recovery, with direct implications on disease outcome. Furthermore, we present strong indications for global regulatory changes in gene programs, decoupled from cell compositional changes, including an early rise in T cell activation and differentiation, resulting in immune rebalancing between interferon and NF-κB activity and restoration of cell homeostasis. Overall, we present a clinically relevant computational framework for modeling disease recovery, paving the way for future studies of the recovery dynamics in other diseases and tissues.
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Affiliation(s)
- Amit Frishberg
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany; Institute of Computational Biology, Helmholtz Center Munich, 85764 Neuherberg, Germany; Department of Immunology, Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
| | - Emma Kooistra
- Department of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, the Netherlands; Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Melanie Nuesch-Germano
- Genomics and Immunoregulation, Life & Medical Sciences (LIMES) Institute, University of Bonn, Bonn, Germany
| | - Tal Pecht
- Genomics and Immunoregulation, Life & Medical Sciences (LIMES) Institute, University of Bonn, Bonn, Germany
| | - Neta Milman
- Department of Immunology, Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
| | - Nico Reusch
- Genomics and Immunoregulation, Life & Medical Sciences (LIMES) Institute, University of Bonn, Bonn, Germany
| | - Stefanie Warnat-Herresthal
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany; Genomics and Immunoregulation, Life & Medical Sciences (LIMES) Institute, University of Bonn, Bonn, Germany
| | - Niklas Bruse
- Department of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, the Netherlands; Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Kristian Händler
- Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), PRECISE Platform for Genomics and Epigenomics at DZNE and University of Bonn, Bonn, Germany
| | - Heidi Theis
- Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), PRECISE Platform for Genomics and Epigenomics at DZNE and University of Bonn, Bonn, Germany
| | - Michael Kraut
- Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), PRECISE Platform for Genomics and Epigenomics at DZNE and University of Bonn, Bonn, Germany
| | - Esther van Rijssen
- Laboratory for Medical Immunology, Department of Laboratory Medicine, Radboud University Medical Center, Nijmegen, Netherlands
| | - Bram van Cranenbroek
- Laboratory for Medical Immunology, Department of Laboratory Medicine, Radboud University Medical Center, Nijmegen, Netherlands
| | - Hans Jpm Koenen
- Laboratory for Medical Immunology, Department of Laboratory Medicine, Radboud University Medical Center, Nijmegen, Netherlands
| | - Hidde Heesakkers
- Department of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Mark van den Boogaard
- Department of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Marieke Zegers
- Department of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Peter Pickkers
- Department of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, the Netherlands; Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Matthias Becker
- Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), PRECISE Platform for Genomics and Epigenomics at DZNE and University of Bonn, Bonn, Germany
| | - Anna C Aschenbrenner
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany; Genomics and Immunoregulation, Life & Medical Sciences (LIMES) Institute, University of Bonn, Bonn, Germany; Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, the Netherlands; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), PRECISE Platform for Genomics and Epigenomics at DZNE and University of Bonn, Bonn, Germany
| | - Thomas Ulas
- Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), PRECISE Platform for Genomics and Epigenomics at DZNE and University of Bonn, Bonn, Germany
| | - Fabian J Theis
- Institute of Computational Biology, Helmholtz Center Munich, 85764 Neuherberg, Germany; Department of Mathematics, Technical University of Munich, 85748 Garching, Germany; Technical University of Munich, TUM School of Life Sciences Weihenstephan, 85354 Freising, Germany
| | - Shai S Shen-Orr
- Department of Immunology, Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
| | - Joachim L Schultze
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Bonn, Germany; Genomics and Immunoregulation, Life & Medical Sciences (LIMES) Institute, University of Bonn, Bonn, Germany; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), PRECISE Platform for Genomics and Epigenomics at DZNE and University of Bonn, Bonn, Germany.
| | - Matthijs Kox
- Department of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, the Netherlands; Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands
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14
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Sagulkoo P, Suratanee A, Plaimas K. Immune-Related Protein Interaction Network in Severe COVID-19 Patients toward the Identification of Key Proteins and Drug Repurposing. Biomolecules 2022; 12:biom12050690. [PMID: 35625619 PMCID: PMC9138873 DOI: 10.3390/biom12050690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 05/07/2022] [Accepted: 05/09/2022] [Indexed: 02/05/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) is still an active global public health issue. Although vaccines and therapeutic options are available, some patients experience severe conditions and need critical care support. Hence, identifying key genes or proteins involved in immune-related severe COVID-19 is necessary to find or develop the targeted therapies. This study proposed a novel construction of an immune-related protein interaction network (IPIN) in severe cases with the use of a network diffusion technique on a human interactome network and transcriptomic data. Enrichment analysis revealed that the IPIN was mainly associated with antiviral, innate immune, apoptosis, cell division, and cell cycle regulation signaling pathways. Twenty-three proteins were identified as key proteins to find associated drugs. Finally, poly (I:C), mitomycin C, decitabine, gemcitabine, hydroxyurea, tamoxifen, and curcumin were the potential drugs interacting with the key proteins to heal severe COVID-19. In conclusion, IPIN can be a good representative network for the immune system that integrates the protein interaction network and transcriptomic data. Thus, the key proteins and target drugs in IPIN help to find a new treatment with the use of existing drugs to treat the disease apart from vaccination and conventional antiviral therapy.
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Affiliation(s)
- Pakorn Sagulkoo
- Program in Bioinformatics and Computational Biology, Graduate School, Chulalongkorn University, Bangkok 10330, Thailand;
- Center of Biomedical Informatics, Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Apichat Suratanee
- Department of Mathematics, Faculty of Applied Science, King Mongkut’s University of Technology North Bangkok, Bangkok 10800, Thailand;
- Intelligent and Nonlinear Dynamics Innovations Research Center, Science and Technology Research Institute, King Mongkut’s University of Technology North Bangkok, Bangkok 10800, Thailand
| | - Kitiporn Plaimas
- Advance Virtual and Intelligent Computing (AVIC) Center, Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand
- Omics Science and Bioinformatics Center, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand
- Correspondence:
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15
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Mac Kain A, Maarifi G, Aicher SM, Arhel N, Baidaliuk A, Munier S, Donati F, Vallet T, Tran QD, Hardy A, Chazal M, Porrot F, OhAinle M, Carlson-Stevermer J, Oki J, Holden K, Zimmer G, Simon-Lorière E, Bruel T, Schwartz O, van der Werf S, Jouvenet N, Nisole S, Vignuzzi M, Roesch F. Identification of DAXX as a restriction factor of SARS-CoV-2 through a CRISPR/Cas9 screen. Nat Commun 2022; 13:2442. [PMID: 35508460 PMCID: PMC9068693 DOI: 10.1038/s41467-022-30134-9] [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: 04/27/2021] [Accepted: 04/11/2022] [Indexed: 11/09/2022] Open
Abstract
Interferon restricts SARS-CoV-2 replication in cell culture, but only a handful of Interferon Stimulated Genes with antiviral activity against SARS-CoV-2 have been identified. Here, we describe a functional CRISPR/Cas9 screen aiming at identifying SARS-CoV-2 restriction factors. We identify DAXX, a scaffold protein residing in PML nuclear bodies known to limit the replication of DNA viruses and retroviruses, as a potent inhibitor of SARS-CoV-2 and SARS-CoV replication in human cells. Basal expression of DAXX is sufficient to limit the replication of SARS-CoV-2, and DAXX over-expression further restricts infection. DAXX restricts an early, post-entry step of the SARS-CoV-2 life cycle. DAXX-mediated restriction of SARS-CoV-2 is independent of the SUMOylation pathway but dependent on its D/E domain, also necessary for its protein-folding activity. SARS-CoV-2 infection triggers the re-localization of DAXX to cytoplasmic sites and promotes its degradation. Mechanistically, this process is mediated by the viral papain-like protease (PLpro) and the proteasome. Together, these results demonstrate that DAXX restricts SARS-CoV-2, which in turn has evolved a mechanism to counteract its action.
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Affiliation(s)
- Alice Mac Kain
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Viral populations and pathogenesis Unit, F-75015, Paris, France
| | - Ghizlane Maarifi
- Institut de Recherche en Infectiologie de Montpellier (IRIM), , Université de Montpellier, CNRS, 34090, Montpellier, France
| | - Sophie-Marie Aicher
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Virus sensing and signaling Unit, F-75015, Paris, France
| | - Nathalie Arhel
- Institut de Recherche en Infectiologie de Montpellier (IRIM), , Université de Montpellier, CNRS, 34090, Montpellier, France
| | - Artem Baidaliuk
- Institut Pasteur, G5 Evolutionary genomics of RNA viruses, F-75015, Paris, France
| | - Sandie Munier
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Molecular Genetics of RNA Viruses Unit, F-75015, Paris, France
- Institut Pasteur, CNR Virus des infections respiratoires, F-75015, Paris, France
| | - Flora Donati
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Molecular Genetics of RNA Viruses Unit, F-75015, Paris, France
- Institut Pasteur, CNR Virus des infections respiratoires, F-75015, Paris, France
| | - Thomas Vallet
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Viral populations and pathogenesis Unit, F-75015, Paris, France
| | - Quang Dinh Tran
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Viral populations and pathogenesis Unit, F-75015, Paris, France
| | - Alexandra Hardy
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Viral populations and pathogenesis Unit, F-75015, Paris, France
| | - Maxime Chazal
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Virus sensing and signaling Unit, F-75015, Paris, France
| | - Françoise Porrot
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Virus and Immunity, F-75015, Paris, France
| | - Molly OhAinle
- Divisions of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | - Jennifer Oki
- Synthego Corporation, 3565 Haven Avenue, Menlo Park, CA, 94025, USA
| | - Kevin Holden
- Synthego Corporation, 3565 Haven Avenue, Menlo Park, CA, 94025, USA
| | - Gert Zimmer
- Institute of Virology and Immunology, Bern & Mittelhäusern, Switzerland, and Department of Infectious Diseases and Pathobiology, Vetsuisse Faculty, University of Bern, Bern, Switzerland
| | | | - Timothée Bruel
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Virus and Immunity, F-75015, Paris, France
| | - Olivier Schwartz
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Virus and Immunity, F-75015, Paris, France
| | - Sylvie van der Werf
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Molecular Genetics of RNA Viruses Unit, F-75015, Paris, France
- Institut Pasteur, CNR Virus des infections respiratoires, F-75015, Paris, France
| | - Nolwenn Jouvenet
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Virus sensing and signaling Unit, F-75015, Paris, France.
| | - Sébastien Nisole
- Institut de Recherche en Infectiologie de Montpellier (IRIM), , Université de Montpellier, CNRS, 34090, Montpellier, France.
| | - Marco Vignuzzi
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Viral populations and pathogenesis Unit, F-75015, Paris, France.
| | - Ferdinand Roesch
- Institut Pasteur, Université de Paris Cité, CNRS UMR 3569, Viral populations and pathogenesis Unit, F-75015, Paris, France.
- UMR 1282 ISP, INRAE Centre Val de Loire, Nouzilly, France.
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16
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Baten N, Wajed S, Talukder A, Masum MHU, Rahman MM. Coinfection of fungi with SARS-CoV-2 is a detrimental health risk for COVID-19 patients. BENI-SUEF UNIVERSITY JOURNAL OF BASIC AND APPLIED SCIENCES 2022; 11:64. [PMID: 35529527 PMCID: PMC9066134 DOI: 10.1186/s43088-022-00245-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2021] [Accepted: 04/19/2022] [Indexed: 12/02/2022] Open
Abstract
Background Notable fungal coinfections with SARS-CoV-2 in COVID-19 patients have been reported worldwide in an alarming way. Mucor spp. and Rhizopus spp. were commonly known as black fungi, whereas Aspergillus spp. and Candida spp. were designated as white fungi implicated in those infections. In this review, we focused on the global outbreaks of fungal coinfection with SARS-CoV-2, the role of the human immune system, and a detailed understanding of those fungi to delineate the contribution of such coinfections in deteriorating the health conditions of COVID-19 patients based on current knowledge. Main body Impaired CD4 + T cell response due to SARS-CoV-2 infection creates an opportunity for fungi to take over the host cells and, consequently, cause severe fungal coinfections, including candidiasis and candidemia, mucormycosis, invasive pulmonary aspergillosis (IPA), and COVID-19-associated pulmonary aspergillosis (CAPA). Among them, mucormycosis and CAPA have been reported with a mortality rate of 66% in India and 60% in Colombia. Moreover, IPA has been reported in Belgium, Netherlands, France, and Germany with a morbidity rate of 20.6%, 19.6%, 33.3%, and 26%, respectively. Several antifungal drugs have been applied to combat fungal coinfection in COVID-19 patients, including Voriconazole, Isavuconazole, and Echinocandins. Conclusion SARS-CoV-2 deteriorates the immune system so that several fungi could take that opportunity and cause life-threatening health situations. To reduce the mortality and morbidity of fungal coinfections, it needs immunity boosting, proper hygiene and sanitation, and appropriate medication based on the diagnosis.
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Affiliation(s)
- Nahida Baten
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, 3814 Bangladesh
| | - Shah Wajed
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, 3814 Bangladesh
| | - Asma Talukder
- Department of Biotechnology and Genetic Engineering, Noakhali Science and Technology University, Noakhali, 3814 Bangladesh
| | - Md. Habib Ullah Masum
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, 3814 Bangladesh
| | - Md. Mijanur Rahman
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, 3814 Bangladesh
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17
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Hsu RJ, Yu WC, Peng GR, Ye CH, Hu S, Chong PCT, Yap KY, Lee JYC, Lin WC, Yu SH. The Role of Cytokines and Chemokines in Severe Acute Respiratory Syndrome Coronavirus 2 Infections. Front Immunol 2022; 13:832394. [PMID: 35464491 PMCID: PMC9021400 DOI: 10.3389/fimmu.2022.832394] [Citation(s) in RCA: 86] [Impact Index Per Article: 28.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 02/24/2022] [Indexed: 12/15/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has resulted in countless infections and caused millions of deaths since its emergence in 2019. Coronavirus disease 2019 (COVID-19)-associated mortality is caused by uncontrolled inflammation, aberrant immune response, cytokine storm, and an imbalanced hyperactive immune system. The cytokine storm further results in multiple organ failure and lung immunopathology. Therefore, any potential treatments should focus on the direct elimination of viral particles, prevention strategies, and mitigation of the imbalanced (hyperactive) immune system. This review focuses on cytokine secretions of innate and adaptive immune responses against COVID-19, including interleukins, interferons, tumor necrosis factor-alpha, and other chemokines. In addition to the review focus, we discuss potential immunotherapeutic approaches based on relevant pathophysiological features, the systemic immune response against SARS-CoV-2, and data from recent clinical trials and experiments on the COVID-19-associated cytokine storm. Prompt use of these cytokines as diagnostic markers and aggressive prevention and management of the cytokine storm can help determine COVID-19-associated morbidity and mortality. The prophylaxis and rapid management of the cytokine storm appear to significantly improve disease outcomes. For these reasons, this study aims to provide advanced information to facilitate innovative strategies to survive in the COVID-19 pandemic.
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Affiliation(s)
- Ren-Jun Hsu
- Cancer Center, Hualien Tzu Chi Hospital, Buddhist Tzuchi Medical Foundation, Hualien, Taiwan.,School of Medicine, College of Medicine, Tzu Chi University, Hualien, Taiwan
| | - Wei-Chieh Yu
- Institute of Biotechnology, National Taiwan University, Taipei, Taiwan
| | - Guan-Ru Peng
- Institute of Biotechnology, National Taiwan University, Taipei, Taiwan
| | - Chih-Hung Ye
- Institute of Biotechnology, National Taiwan University, Taipei, Taiwan
| | - SuiYun Hu
- Institute of Biotechnology, National Taiwan University, Taipei, Taiwan
| | | | - Kah Yi Yap
- Institute of Biotechnology, National Taiwan University, Taipei, Taiwan
| | | | - Wei-Chen Lin
- Institute of Biotechnology, National Taiwan University, Taipei, Taiwan
| | - Shu-Han Yu
- Institute of Biotechnology, National Taiwan University, Taipei, Taiwan
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18
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Ninham B, Reines B, Battye M, Thomas P. Pulmonary surfactant and COVID-19: A new synthesis. QRB DISCOVERY 2022; 3:e6. [PMID: 37564950 PMCID: PMC10411325 DOI: 10.1017/qrd.2022.1] [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: 12/02/2021] [Revised: 03/24/2022] [Accepted: 04/05/2022] [Indexed: 11/06/2022] Open
Abstract
Chapter 1 COVID-19 pathogenesis poses paradoxes difficult to explain with traditional physiology. For instance, since type II pneumocytes are considered the primary cellular target of SARS-CoV-2; as these produce pulmonary surfactant (PS), the possibility that insufficient PS plays a role in COVID-19 pathogenesis has been raised. However, the opposite of predicted high alveolar surface tension is found in many early COVID-19 patients: paradoxically normal lung volumes and high compliance occur, with profound hypoxemia. That 'COVID anomaly' was quickly rationalised by invoking traditional vascular mechanisms-mainly because of surprisingly preserved alveolar surface in early hypoxemic cases. However, that quick rejection of alveolar damage only occurred because the actual mechanism of gas exchange has long been presumed to be non-problematic, due to diffusion through the alveolar surface. On the contrary, we provide physical chemical evidence that gas exchange occurs by an process of expansion and contraction of the three-dimensional structures of PS and its associated proteins. This view explains anomalous observations from the level of cryo-TEM to whole individuals. It encompasses results from premature infants to the deepest diving seals. Once understood, the COVID anomaly dissolves and is straightforwardly explained as covert viral damage to the 3D structure of PS, with direct treatment implications. As a natural experiment, the SARS-CoV-2 virus itself has helped us to simplify and clarify not only the nature of dyspnea and its relationship to pulmonary compliance, but also the fine detail of the PS including such features as water channels which had heretofore been entirely unexpected. Chapter 2 For a long time, physical, colloid and surface chemistry have not intersected with physiology and cell biology as much as we might have hoped. The reasons are starting to become clear. The discipline of physical chemistry suffered from serious unrecognised omissions that rendered it ineffective. These foundational defects included omission of specific ion molecular forces and hydration effects. The discipline lacked a predictive theory of self-assembly of lipids and proteins. Worse, theory omitted any role for dissolved gases, O2, N2, CO2, and their existence as stable nanobubbles above physiological salt concentration. Recent developments have gone some way to explaining the foam-like lung surfactant structures and function. It delivers O2/N2 as nanobubbles, and efflux of CO2, and H2O nanobubbles at the alveolar surface. Knowledge of pulmonary surfactant structure allows an explanation of the mechanism of corona virus entry, and differences in infectivity of different variants. CO2 nanobubbles, resulting from metabolism passing through the molecular frit provided by the glycocalyx of venous tissue, forms the previously unexplained foam which is the endothelial surface layer. CO2 nanobubbles turn out to be lethal to viruses, providing a plausible explanation for the origin of 'Long COVID'. Circulating nanobubbles, stable above physiological 0.17 M salt drive various enzyme-like activities and chemical reactions. Awareness of the microstructure of Pulmonary Surfactant and that nanobubbles of (O2/N2) and CO2 are integral to respiratory and circulatory physiology provides new insights to the COVID-19 and other pathogen activity.
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Affiliation(s)
- Barry Ninham
- Materials Physics (formerly Department of Applied Mathematics), Research School of Physics, Australian National University, Canberra, ACT2600, Australia
- School of Science, University of New South Wales, Northcott Drive, Campbell, Canberra, ACT2612, Australia
| | - Brandon Reines
- Materials Physics (formerly Department of Applied Mathematics), Research School of Physics, Australian National University, Canberra, ACT2600, Australia
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, 5607 Baum Blvd, Pittsburgh, PA15206, USA
| | | | - Paul Thomas
- Materials Physics (formerly Department of Applied Mathematics), Research School of Physics, Australian National University, Canberra, ACT2600, Australia
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19
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Sugrue JA, Smith M, Posseme C, Charbit B, Bourke NM, Duffy D, O'Farrelly C. Rhesus negative males have an enhanced IFNγ-mediated immune response to influenza A virus. Genes Immun 2022; 23:93-98. [PMID: 35428875 PMCID: PMC9012157 DOI: 10.1038/s41435-022-00169-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 03/14/2022] [Accepted: 03/17/2022] [Indexed: 11/26/2022]
Abstract
The Rhesus D antigen (RhD) has been associated with susceptibility to several viral infections. Reports suggest that RhD-negative individuals are better protected against infectious diseases and have overall better health. However, potential mechanisms contributing to these associations have not yet been defined. Here, we used transcriptomic and genomic data from the Milieu Interieur cohort of 1000 healthy individuals to explore the effect of Rhesus status on the immune response. We used the rs590787 SNP in the RHD gene to classify the 1000 donors as either RhD-positive or -negative. Whole blood was stimulated with LPS, polyIC, and the live influenza A virus and the NanoString human immunology panel of 560 genes used to assess donor immune response and to investigate sex-specific effects. Using regression analysis, we observed no significant differences in responses to polyIC or LPS between RhD-positive and -negative individuals. However, upon sex-specific analysis, we observed over 40 differentially expressed genes (DEGs) between RhD-positive (n = 384) and RhD-negative males (n = 75) after influenza virus stimulation. Interestingly these Rhesus-associated differences were not seen in females. Further investigation, using gene set enrichment analysis, revealed enhanced IFNγ signalling in RhD-negative males. This amplified IFNγ signalling axis may explain the increased viral resistance previously described in RhD-negative individuals.
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Affiliation(s)
- Jamie A Sugrue
- School of Biochemistry and Immunology, Trinity College, Dublin, Ireland.
| | - Megan Smith
- School of Biochemistry and Immunology, Trinity College, Dublin, Ireland
| | - Celine Posseme
- Translational Immunology Unit, Institut Pasteur, Université de Paris, Paris, France
| | - Bruno Charbit
- Cytometry and Biomarkers UTechS, CRT, Institut Pasteur, Université de Paris, Paris, France
| | | | - Nollaig M Bourke
- Department of Medical Gerontology, School of Medicine, Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
| | - Darragh Duffy
- Translational Immunology Unit, Institut Pasteur, Université de Paris, Paris, France.,Cytometry and Biomarkers UTechS, CRT, Institut Pasteur, Université de Paris, Paris, France
| | - Cliona O'Farrelly
- School of Biochemistry and Immunology, Trinity College, Dublin, Ireland.,School of Medicine, Trinity College Dublin, Dublin, Ireland
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20
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Fung SY, Siu KL, Lin H, Chan CP, Yeung ML, Jin DY. SARS-CoV-2 NSP13 helicase suppresses interferon signaling by perturbing JAK1 phosphorylation of STAT1. Cell Biosci 2022; 12:36. [PMID: 35317858 PMCID: PMC8939493 DOI: 10.1186/s13578-022-00770-1] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 03/02/2022] [Indexed: 12/15/2022] Open
Abstract
Background SARS-CoV-2 is the causative agent of COVID-19. Overproduction and release of proinflammatory cytokines are the underlying cause of severe COVID-19. Treatment of this condition with JAK inhibitors is a double-edged sword, which might result in the suppression of proinflammatory cytokine storm and the concurrent enhancement of viral infection, since JAK signaling is essential for host antiviral response. Improving the current JAK inhibitor therapy requires a detailed molecular analysis on how SARS-CoV-2 modulates interferon (IFN)-induced activation of JAK-STAT signaling. Results In this study, we focused on the molecular mechanism by which SARS-CoV-2 NSP13 helicase suppresses IFN signaling. Expression of SARS-CoV-2 NSP13 alleviated transcriptional activity driven by type I and type II IFN-responsive enhancer elements. It also prevented nuclear translocation of STAT1 and STAT2. The suppression of NSP13 on IFN signaling occurred at the step of STAT1 phosphorylation. Nucleic acid binding-defective mutant K345A K347A and NTPase-deficient mutant E375A of NSP13 were found to have largely lost the ability to suppress IFN-β-induced STAT1 phosphorylation and transcriptional activation, indicating the requirement of the helicase activity for NSP13-mediated inhibition of STAT1 phosphorylation. NSP13 did not interact with JAK1 nor prevent STAT1-JAK1 complex formation. Mechanistically, NSP13 interacted with STAT1 to prevent JAK1 kinase from phosphorylating STAT1. Conclusion SARS-CoV-2 NSP13 helicase broadly suppresses IFN signaling by targeting JAK1 phosphorylation of STAT1.
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Affiliation(s)
- Sin-Yee Fung
- School of Biomedical Sciences, The University of Hong Kong, 21 Sassoon Road, Pokfulam, Hong Kong, China.,Centre for Virology, Vaccinology and Therapeutics, Hong Kong Science and Technology Park, Hong Kong, China
| | - Kam-Leung Siu
- School of Biomedical Sciences, The University of Hong Kong, 21 Sassoon Road, Pokfulam, Hong Kong, China.,Centre for Virology, Vaccinology and Therapeutics, Hong Kong Science and Technology Park, Hong Kong, China
| | - Huayue Lin
- School of Biomedical Sciences, The University of Hong Kong, 21 Sassoon Road, Pokfulam, Hong Kong, China.,Centre for Virology, Vaccinology and Therapeutics, Hong Kong Science and Technology Park, Hong Kong, China
| | - Ching-Ping Chan
- School of Biomedical Sciences, The University of Hong Kong, 21 Sassoon Road, Pokfulam, Hong Kong, China.,Centre for Virology, Vaccinology and Therapeutics, Hong Kong Science and Technology Park, Hong Kong, China
| | - Man Lung Yeung
- Centre for Virology, Vaccinology and Therapeutics, Hong Kong Science and Technology Park, Hong Kong, China.,Department of Microbiology, The University of Hong Kong, 102 Pokfulam Road, Pokfulam, Hong Kong, China.,State Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong, Pokfulam, Hong Kong, China.,Department of Clinical Microbiology and Infection Control, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Dong-Yan Jin
- School of Biomedical Sciences, The University of Hong Kong, 21 Sassoon Road, Pokfulam, Hong Kong, China. .,Centre for Virology, Vaccinology and Therapeutics, Hong Kong Science and Technology Park, Hong Kong, China.
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21
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Cremoni M, Cuozzo S, Martinuzzi E, Barbosa S, Ben Hassen N, Massa F, Demonchy E, Durand M, Thaunat O, Esnault V, Le Quintrec M, Caillard S, Glaichenhaus N, Sicard A. Low T Cell Responsiveness in the Early Phase of COVID-19 Associates with Progression to Severe Pneumonia in Kidney Transplant Recipients. Viruses 2022; 14:v14030542. [PMID: 35336949 PMCID: PMC8949290 DOI: 10.3390/v14030542] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 02/27/2022] [Accepted: 03/01/2022] [Indexed: 12/10/2022] Open
Abstract
Kidney transplant (KT) recipients are at increased risk of developing severe forms of COVID-19. Little is known about the immunological mechanisms underlying disease severity in these patients receiving T-cell targeting immunosuppressive drugs. We investigated the relationship between T cell responsiveness at the beginning of the infection and the risk of subsequent progression to respiratory failure. We performed a multicentric prospective study in KT recipients with a positive RT-PCR COVID-19 test and only mild symptoms at inclusion. Blood samples were collected at baseline in a cell culture system containing T cell stimuli. We assessed T cell responsiveness by computing the ratio between the levels of Th1, Th2, Th17 and Treg cytokines produced after polyclonal stimulation and the number of blood lymphocytes. We then used an unsupervised classification approach to stratify patients into low and high T cell responders and a penalized logistic regression to evaluate the association between T cell responsiveness and progression to severe pneumonia. Forty-five patients were included. All patients who progressed to severe pneumonia (24.4%, n = 11) were low T cell responders at baseline (p = 0.01). In multivariate analysis, low T cell responsiveness at baseline was the main risk factor for subsequent progression to severe pneumonia. This study provides novel insights into the mechanisms underlying COVID-19 severity in organ transplant recipients and data of interest to clinicians managing immunosuppressive drugs in these patients.
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Affiliation(s)
- Marion Cremoni
- Department of Nephrology Dialysis and Transplantation, Pasteur 2 Hospital, Nice University Hospital, 06001 Nice, France; (M.C.); (S.C.); (N.B.H.); (V.E.)
- Clinical Research Unit Côte d’Azur (UR2CA), University Côte d’Azur, 06200 Nice, France
| | - Sébastien Cuozzo
- Department of Nephrology Dialysis and Transplantation, Pasteur 2 Hospital, Nice University Hospital, 06001 Nice, France; (M.C.); (S.C.); (N.B.H.); (V.E.)
| | - Emanuela Martinuzzi
- Institute of Molecular and Cellular Pharmacology, University Côte d’Azur, CNRS, 06560 Valbonne, France; (E.M.); (S.B.); (N.G.)
| | - Susana Barbosa
- Clinical Research Unit Côte d’Azur (UR2CA), University Côte d’Azur, 06200 Nice, France
- Institute of Molecular and Cellular Pharmacology, University Côte d’Azur, CNRS, 06560 Valbonne, France; (E.M.); (S.B.); (N.G.)
| | - Nadia Ben Hassen
- Department of Nephrology Dialysis and Transplantation, Pasteur 2 Hospital, Nice University Hospital, 06001 Nice, France; (M.C.); (S.C.); (N.B.H.); (V.E.)
- Clinical Research Unit Côte d’Azur (UR2CA), University Côte d’Azur, 06200 Nice, France
| | - Filippo Massa
- Laboratory of Molecular Physio Medicine, University Côte d’Azur, CNRS, 06107 Nice, France;
| | - Elisa Demonchy
- Infectious Diseases Department, Archet 1 Hospital, Nice University Hospital, 06200 Nice, France;
| | - Matthieu Durand
- Urology Department, Pasteur 2 Hospital, Nice University Hospital, 06001 Nice, France;
| | - Olivier Thaunat
- Department of Transplantation, Nephrology and Clinical Immunology, Edouard Herriot Hospital, Hospices Civils de Lyon, 69003 Lyon, France;
| | - Vincent Esnault
- Department of Nephrology Dialysis and Transplantation, Pasteur 2 Hospital, Nice University Hospital, 06001 Nice, France; (M.C.); (S.C.); (N.B.H.); (V.E.)
| | - Moglie Le Quintrec
- Department of Nephrology, Dialysis and Renal Transplantation, University Hospital of Lapeyronie, 34090 Montpellier, France;
| | - Sophie Caillard
- Department of Nephrology and Transplantation, Strasbourg University Hospital, 67091 Strasbourg, France;
| | - Nicolas Glaichenhaus
- Clinical Research Unit Côte d’Azur (UR2CA), University Côte d’Azur, 06200 Nice, France
- Institute of Molecular and Cellular Pharmacology, University Côte d’Azur, CNRS, 06560 Valbonne, France; (E.M.); (S.B.); (N.G.)
| | - Antoine Sicard
- Department of Nephrology Dialysis and Transplantation, Pasteur 2 Hospital, Nice University Hospital, 06001 Nice, France; (M.C.); (S.C.); (N.B.H.); (V.E.)
- Laboratory of Molecular Physio Medicine, University Côte d’Azur, CNRS, 06107 Nice, France;
- Correspondence: ; Tel.: +33-(0)4-9203-7918
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22
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Cytokine producing ability of peripheral blood cells from COVID-19 patients after unspecific in vitro stimulation. Inflamm Res 2022; 71:331-341. [PMID: 35157090 PMCID: PMC8853300 DOI: 10.1007/s00011-022-01543-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 12/29/2021] [Accepted: 01/29/2022] [Indexed: 11/05/2022] Open
Abstract
Objective and design Subjects and methods Results Conclusion
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23
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Casado JL, Moraga E, Vizcarra P, Velasco H, Martín-Hondarza A, Haemmerle J, Gómez S, Quereda C, Vallejo A. Expansion of CD56 dimCD16 neg NK Cell Subset and Increased Inhibitory KIRs in Hospitalized COVID-19 Patients. Viruses 2021; 14:v14010046. [PMID: 35062250 PMCID: PMC8780522 DOI: 10.3390/v14010046] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 12/17/2021] [Accepted: 12/24/2021] [Indexed: 01/08/2023] Open
Abstract
Severe Acute Respiratory Syndrome Coronavirus (SARS-CoV-2) infection induces elevated levels of inflammatory cytokines, which are mainly produced by the innate response to the virus. The role of NK cells, which are potent producers of IFN-γ and cytotoxicity, has not been sufficiently studied in the setting of SARS-CoV-2 infection. We confirmed a different distribution of NK cell subsets in hospitalized COVID-19 patients despite their NK cell deficiency. The impairment of this innate defense is mainly focused on the cytotoxic capacity of the CD56dim NK cells. On the one hand, we found an expansion of the CD56dimCD16neg NK subset, lower cytotoxic capacities, and high frequencies of inhibitory 2DL1 and 2DL1/S1 KIR receptors in COVID-19 patients. On the other hand, the depletion of CD56dimCD16dim/bright NK cell subsets, high cytotoxic capacities, and high frequencies of inhibitory 2DL1 KIR receptors were found in COVID-19 patients. In contrast, no differences in the distribution of CD56bright NK cell subsets were found in this study. These alterations in the distribution and phenotype of NK cells might enhance the impairment of this crucial innate line of defense during COVID-19 infection.
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Affiliation(s)
- José L. Casado
- Department of Infectious Diseases, Ramón y Cajal Institute for Health Research (IRyCIS), University Hospital Ramón y Cajal, 28034 Madrid, Spain; (E.M.); (P.V.); (H.V.); (A.M.-H.); (S.G.); (C.Q.)
- Correspondence: (J.L.C.); (A.V.)
| | - Elisa Moraga
- Department of Infectious Diseases, Ramón y Cajal Institute for Health Research (IRyCIS), University Hospital Ramón y Cajal, 28034 Madrid, Spain; (E.M.); (P.V.); (H.V.); (A.M.-H.); (S.G.); (C.Q.)
- Laboratory of Immunovirology, Ramón y Cajal Institute for Health Research, University Hospital Ramón y Cajal, 28034 Madrid, Spain
| | - Pilar Vizcarra
- Department of Infectious Diseases, Ramón y Cajal Institute for Health Research (IRyCIS), University Hospital Ramón y Cajal, 28034 Madrid, Spain; (E.M.); (P.V.); (H.V.); (A.M.-H.); (S.G.); (C.Q.)
| | - Héctor Velasco
- Department of Infectious Diseases, Ramón y Cajal Institute for Health Research (IRyCIS), University Hospital Ramón y Cajal, 28034 Madrid, Spain; (E.M.); (P.V.); (H.V.); (A.M.-H.); (S.G.); (C.Q.)
- Laboratory of Immunovirology, Ramón y Cajal Institute for Health Research, University Hospital Ramón y Cajal, 28034 Madrid, Spain
| | - Adrián Martín-Hondarza
- Department of Infectious Diseases, Ramón y Cajal Institute for Health Research (IRyCIS), University Hospital Ramón y Cajal, 28034 Madrid, Spain; (E.M.); (P.V.); (H.V.); (A.M.-H.); (S.G.); (C.Q.)
- Laboratory of Immunovirology, Ramón y Cajal Institute for Health Research, University Hospital Ramón y Cajal, 28034 Madrid, Spain
| | - Johannes Haemmerle
- Department of Prevention of Occupational Risks, University Hospital Ramón y Cajal, 28034 Madrid, Spain;
| | - Sandra Gómez
- Department of Infectious Diseases, Ramón y Cajal Institute for Health Research (IRyCIS), University Hospital Ramón y Cajal, 28034 Madrid, Spain; (E.M.); (P.V.); (H.V.); (A.M.-H.); (S.G.); (C.Q.)
| | - Carmen Quereda
- Department of Infectious Diseases, Ramón y Cajal Institute for Health Research (IRyCIS), University Hospital Ramón y Cajal, 28034 Madrid, Spain; (E.M.); (P.V.); (H.V.); (A.M.-H.); (S.G.); (C.Q.)
| | - Alejandro Vallejo
- Department of Infectious Diseases, Ramón y Cajal Institute for Health Research (IRyCIS), University Hospital Ramón y Cajal, 28034 Madrid, Spain; (E.M.); (P.V.); (H.V.); (A.M.-H.); (S.G.); (C.Q.)
- Laboratory of Immunovirology, Ramón y Cajal Institute for Health Research, University Hospital Ramón y Cajal, 28034 Madrid, Spain
- Correspondence: (J.L.C.); (A.V.)
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24
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Alam MS, Czajkowsky DM. SARS-CoV-2 infection and oxidative stress: Pathophysiological insight into thrombosis and therapeutic opportunities. Cytokine Growth Factor Rev 2021; 63:44-57. [PMID: 34836751 PMCID: PMC8591899 DOI: 10.1016/j.cytogfr.2021.11.001] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 11/07/2021] [Accepted: 11/08/2021] [Indexed: 01/08/2023]
Abstract
The current coronavirus disease 2019 (COVID-19) pandemic has presented unprecedented challenges to global health. Although the majority of COVID-19 patients exhibit mild-to-no symptoms, many patients develop severe disease and need immediate hospitalization, with most severe infections associated with a dysregulated immune response attributed to a cytokine storm. Epidemiological studies suggest that overall COVID-19 severity and morbidity correlate with underlying comorbidities, including diabetes, obesity, cardiovascular diseases, and immunosuppressive conditions. Patients with such comorbidities exhibit elevated levels of reactive oxygen species (ROS) and oxidative stress caused by an increased accumulation of angiotensin II and by activation of the NADPH oxidase pathway. Moreover, accumulating evidence suggests that oxidative stress coupled with the cytokine storm contribute to COVID-19 pathogenesis and immunopathogenesis by causing endotheliitis and endothelial cell dysfunction and by activating the blood clotting cascade that results in blood coagulation and microvascular thrombosis. In this review, we survey the mechanisms of how severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) induces oxidative stress and the consequences of this stress on patient health. We further shed light on aspects of the host immunity that are crucial to prevent the disease during the early phase of infection. A better understanding of the disease pathophysiology as well as preventive measures aimed at lowering ROS levels may pave the way to mitigate SARS-CoV-2-induced complications and decrease mortality.
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Affiliation(s)
- Mohammad Shah Alam
- Department of Anatomy and Histology, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur 1706, Bangladesh.
| | - Daniel M Czajkowsky
- Bio-ID Centre, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
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25
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Kacar M, Cortes-Acevedo P, Patel V, Carter C, Hughes P, McGann HP, Gkrania-Klotsas E, Baxendale HE, Barcenas-Morales G, Doffinger R, Savic S. Neutralizing Anti-interferon-γ Autoantibodies: an Ameliorating Factor in COVID-19 Infection? J Clin Immunol 2021; 41:1531-1535. [PMID: 34309742 PMCID: PMC8311417 DOI: 10.1007/s10875-021-01102-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 07/12/2021] [Indexed: 12/15/2022]
Affiliation(s)
- Mark Kacar
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Wellcome Trust Brenner Building, St. James University, Beckett Street, Leeds, LS9 7TF, UK.,Department of Clinical Immunology and Allergy, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | | | - Vinesh Patel
- Department of Infectious Diseases, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Clive Carter
- Department of Transplant and Cellular Immunology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Pamela Hughes
- Department of Transplant and Cellular Immunology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Hugh P McGann
- Department of Infectious Diseases, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | | | | | | | - Rainer Doffinger
- Department of Clinical Biochemistry and Immunology, Addenbrooke's Hospital, Cambridge, CB2 2QQ, UK
| | - Sinisa Savic
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Wellcome Trust Brenner Building, St. James University, Beckett Street, Leeds, LS9 7TF, UK. .,Department of Clinical Immunology and Allergy, Leeds Teaching Hospitals NHS Trust, Leeds, UK.
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26
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Kuindersma M, Diaz RR, Spronk PE. Tailored modulation of the inflammatory balance in COVID-19 patients admitted to the ICU?-a viewpoint. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2021; 25:178. [PMID: 34034789 PMCID: PMC8148399 DOI: 10.1186/s13054-021-03607-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 05/17/2021] [Indexed: 12/15/2022]
Abstract
A growing consensus seems to be emerging that dexamethasone is a crucial component in the treatment of COVID-19-associated oxygen-dependent respiratory failure. Although dexamethasone has an undeniably beneficial effect on the inflammatory response in a subgroup of patients, the potential negative effects of corticosteroids must also be considered. In view of these negative effects, we argue that a one-size-fits-all dexamethasone approach may be potentially harmful in specific subsets of patients with COVID-19-associated ARDS. We propose a different individually tailored treatment strategy based on the patient’s inflammatory response.
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Affiliation(s)
- Marnix Kuindersma
- Department of Intensive Care Medicine, Gelre Hospitals, Albert Schweiterlaan 31, Apeldoorn, The Netherlands.
| | - Rocio Ramos Diaz
- Department of Medical Microbiology, Gelre Hospitals, Albert Schweiterlaan 31, Apeldoorn, The Netherlands
| | - Peter E Spronk
- Department of Intensive Care Medicine, Gelre Hospitals, Albert Schweiterlaan 31, Apeldoorn, The Netherlands.,Expertise Center for Intensive Care Rehabilitation Apeldoorn (ExpIRA), Apeldoorn, The Netherlands
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27
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Rad F, Dabbagh A, Dorgalaleh A, Biswas A. The Relationship between Inflammatory Cytokines and Coagulopathy in Patients with COVID-19. J Clin Med 2021; 10:2020. [PMID: 34065057 PMCID: PMC8125898 DOI: 10.3390/jcm10092020] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 05/05/2021] [Accepted: 05/06/2021] [Indexed: 12/17/2022] Open
Abstract
Coronavirus disease 2019 (COVID-19), with a broad range of clinical and laboratory findings, is currently the most prevalent medical challenge worldwide. In this disease, hypercoagulability and hyperinflammation, two common features, are accompanied by a higher rate of morbidity and mortality. We assessed the association between baseline inflammatory cytokine levels and coagulopathy and disease outcome in COVID-19. One hundred and thirty-seven consecutive patients hospitalized with COVID-19 were selected for the study. Baseline interleukin-1 (IL-1), IL-6, and tumor necrosis factor alpha (TNF-α) level were measured at time of admission. At the same time, baseline coagulation parameters were also assessed during the patient's hospitalization. Clinical findings, including development of thrombosis and clinical outcome, were recorded prospectively. Out of 136 patients, 87 (~64%) had increased cytokine levels (one or more cytokines) or abnormal coagulation parameters. Among them, 58 (~67%) had only increased inflammatory cytokines, 12 (~14%) had only coagulation abnormalities, and 17 (19.5%) had concomitant abnormalities in both systems. It seems that a high level of inflammatory cytokines at admission points to an increased risk of developing coagulopathy, thrombotic events, even death, over the course of COVID-19. Early measurement of these cytokines, and timely co-administration of anti-inflammatories with anticoagulants could decrease thrombotic events and related fatal consequences.
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Affiliation(s)
- Fariba Rad
- Cellular and Molecular Research Center, Yasuj University of Medical Sciences, Yasuj 7591994799, Iran
| | - Ali Dabbagh
- Anesthesia Research Center, Shahid Beheshti University of Medical Sciences, Tehran 1998734383, Iran;
| | - Akbar Dorgalaleh
- Department of Hematology and Blood Transfusion, School of Allied Medicine, Iran University of Medical Sciences, Tehran 1449614535, Iran;
| | - Arijit Biswas
- Institute of Experimental Hematology and Transfusion Medicine, University of Bonn, 53127 Bonn, Germany;
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28
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Liao X, Lv X, Song C, Jiang M, He R, Han Y, Li M, Zhang Y, Jiang Y, Meng J. A Retrospective Cohort Study on the Clinical Course of Patients With Moderate-Type COVID-19. Front Public Health 2021; 9:593109. [PMID: 33987158 PMCID: PMC8112071 DOI: 10.3389/fpubh.2021.593109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Accepted: 03/19/2021] [Indexed: 12/15/2022] Open
Abstract
Background: A large number of people contracted moderate-type COVID-19 around the world. However, to our knowledge no studies have covered the clinical course of patients with moderate-type COVID-19. This study describes the clinical course of moderate-type patients with COVID-19 from Wuhan City and Yiyang City, and explores factors relevant to the length of hospitalization and symptoms relief. Methods: The study analyzed the clinical course of 107 moderate-type patients with COVID-19 from the outbreak area (Wuhan) and the imported area (Yiyang), and used automatic linear modeling and multivariate linear regression analysis to explore the factors relevant to the length of hospitalization and symptoms relief. Furthermore, we created a scoring system to value the length of hospitalization and symptoms relief. Results: Lymphopenia, elevated C-reactive protein, increased LDH, bilateral lung GGO (ground glass opacity), and lung consolidation were more likely to appear in ordinary inpatients with moderate-type COVID-19 from Wuhan (P < 0.05), compared to infected medical staff from Wuhan and ordinary inpatients with moderate-type COVID-19 from Yiyang. Meanwhile, the length of hospitalization and symptoms relief was longer in ordinary patients with moderate-type COVID-19 from Wuhan (P < 0.05). Onset of symptoms to admission, ESR, leucocytes count, and bilateral lung GGO were linearly related to the length of hospitalization (P < 0.05); onset of symptoms to admission, leucocytes count, bilateral lung GGO, and lung consolidation were linearly related to the length of symptoms relief (P < 0.05). By using the scoring system, we found that the time of hospitalization and symptoms relief lengthened as the scores increased. Conclusions: This study described the clinical course of patients with moderate-type COVID-19, and found that ordinary patients with moderate-type COVID-19 in outbreak areas were more serious and needed stronger treatment and longer treatment time. Onset of symptoms to admission, ESR, leucocytes count, and bilateral lung GGO can be effective predictors of the length of hospitalization. And onset of symptoms to admission, leucocytes count, bilateral lung GGO, and lung consolidation can be effective predictors of the amount of time until symptoms relief. Most importantly, we have created a scoring system, which could contribute to the diagnosis and treatment of COVID-19.
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Affiliation(s)
- Xiaohua Liao
- Department of Nephrology, Xiangya Hospital of Central South University, Changsha, China
| | - Xin Lv
- Department of Pulmonary and Critical Care Medicine, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Cheng Song
- Department of Pulmonary and Critical Care Medicine, Central Hospital of Wuhan City, Wuhan, China
| | - Mao Jiang
- Department of Pulmonary and Critical Care Medicine, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Ronglin He
- Department of Pulmonary and Critical Care Medicine, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Yuanyuan Han
- Department of Pulmonary and Critical Care Medicine, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Mengyu Li
- Department of Pulmonary and Critical Care Medicine, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Yan Zhang
- Department of Nephrology, Xiangya Hospital of Central South University, Changsha, China
| | - Yupeng Jiang
- Department of Nephrology, Xiangya Hospital of Central South University, Changsha, China
| | - Jie Meng
- Department of Pulmonary and Critical Care Medicine, The Third Xiangya Hospital of Central South University, Changsha, China
- Organ Fibrosis Key Laboratory of Hunan Province, Changsha, China
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29
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Ouahmi H, Courjon J, Morand L, François J, Bruckert V, Lombardi R, Esnault V, Seitz-Polski B, Demonchy E, Dellamonica J, Boyer-Suavet S. Proteinuria as a Biomarker for COVID-19 Severity. Front Physiol 2021; 12:611772. [PMID: 33767630 PMCID: PMC7985082 DOI: 10.3389/fphys.2021.611772] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 02/08/2021] [Indexed: 12/24/2022] Open
Abstract
Background Renal involvement in syndrome coronavirus 2 (SARS-CoV-2) infection has been retrospectively described, especially acute kidney injury (AKI). However, quantitative proteinuria assessment and its implication in coronavirus disease 2019 (COVID-19) remain unknown. Methods In this prospective, multicenter study in France, we collected clinical and biological data including urinary protein to creatine ratio (UPCR) in patients presenting with moderate to severe COVID-19. Clinical outcome was analyzed according to the level of UPCR. Results 42/45 patients (93.3%) had renal involvement (abnormal urinary sediment and/or AKI). Significant proteinuria occurred in 60% of patients. Urine protein electrophoresis showed tubular protein excretion in 83.8% of patients with proteinuria. Inflammatory parametersand D-dimer concentrations correlated with proteinuria level. Patients who required intensive care unit (ICU) admission had higher proteinuria (p = 0.008). On multivariate analysis, proteinuria greater than 0.3 g/g was related to a higher prevalence of ICU admission [OR = 4.72, IC95 (1.16–23.21), p = 0.03], acute respiratory distress syndrome (ARDS) [OR = 6.89, IC95 (1.41–53.01, p = 0.02)], nosocomial infections [OR = 3.75, IC95 (1.11–13.55), p = 0.03], longer inpatient hospital stay (p = 0.003). Conclusion Renal involvement is common in moderate to severe SARS-CoV-2 infection. Proteinuria at baseline is an independent risk factor for increased hospitalization duration and ICU admission in patients with COVID-19.
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Affiliation(s)
- Hajar Ouahmi
- Service de Médecine Intensive Réanimation, CHU de Nice, Université Côte d'Azur, Nice, France.,Service de Néphrologie-Dialyse-Transplantation, CHU de Nice, Université Côte d'Azur, Nice, France
| | - Johan Courjon
- Service d'Infectiologie, CHU de Nice, Université Côte d'Azur, Nice, France.,Université Côte d'Azur, Centre Méditerranéen de Médecine Moléculaire (C3M), CHU de Nice, INSERM U1065, Nice, France
| | - Lucas Morand
- Service de Médecine Intensive Réanimation, CHU de Nice, Université Côte d'Azur, Nice, France
| | | | - Vincent Bruckert
- Département de réanimation médico-chirugicale et transplantation d'organe, hôpital L'Archet 2, CHU de Nice, Université Côte d'Azur, Nice, France
| | - Romain Lombardi
- Service de Médecine Intensive Réanimation, CHU de Nice, Université Côte d'Azur, Nice, France
| | - Vincent Esnault
- Service de Néphrologie-Dialyse-Transplantation, CHU de Nice, Université Côte d'Azur, Nice, France
| | - Barbara Seitz-Polski
- Service de Néphrologie-Dialyse-Transplantation, CHU de Nice, Université Côte d'Azur, Nice, France.,Laboratoire d'Immunologie, CHU de Nice, Université Côte d'Azur, Nice, France.,Centre de référence Maladies rares Syndrome néphrotique idiopathique, CHU de Nice, Université Côte d'Azur, Nice, France.,Unité de Recherche Clinique de la Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France
| | - Elisa Demonchy
- Service d'Infectiologie, CHU de Nice, Université Côte d'Azur, Nice, France
| | - Jean Dellamonica
- Service de Médecine Intensive Réanimation, CHU de Nice, Université Côte d'Azur, Nice, France.,Unité de Recherche Clinique de la Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France
| | - Sonia Boyer-Suavet
- Centre de référence Maladies rares Syndrome néphrotique idiopathique, CHU de Nice, Université Côte d'Azur, Nice, France.,Unité de Recherche Clinique de la Côte d'Azur (UR2CA), Université Côte d'Azur, Nice, France
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