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Li C, Qian W, Wei X, Narasimhan H, Wu Y, Arish M, Cheon IS, Tang J, de Almeida Santos G, Li Y, Sharifi K, Kern R, Vassallo R, Sun J. Comparative single-cell analysis reveals IFN-γ as a driver of respiratory sequelae after acute COVID-19. Sci Transl Med 2024; 16:eadn0136. [PMID: 39018367 DOI: 10.1126/scitranslmed.adn0136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 03/12/2024] [Accepted: 06/10/2024] [Indexed: 07/19/2024]
Abstract
Postacute sequelae of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection (PASC) represent an urgent public health challenge and are estimated to affect more than 60 million individuals globally. Although a growing body of evidence suggests that dysregulated immune reactions may be linked with PASC symptoms, most investigations have primarily centered around blood-based studies, with few focusing on samples derived from affected tissues. Furthermore, clinical studies alone often provide correlative insights rather than causal mechanisms. Thus, it is essential to compare clinical samples with relevant animal models and conduct functional experiments to understand the etiology of PASC. In this study, we comprehensively compared bronchoalveolar lavage fluid single-cell RNA sequencing data derived from clinical PASC samples and a mouse model of PASC. This revealed a pro-fibrotic monocyte-derived macrophage response in respiratory PASC, as well as abnormal interactions between pulmonary macrophages and respiratory resident T cells, in both humans and mice. Interferon-γ (IFN-γ) emerged as a key node mediating the immune anomalies in respiratory PASC. Neutralizing IFN-γ after the resolution of acute SARS-CoV-2 infection reduced lung inflammation and tissue fibrosis in mice. Together, our study underscores the importance of performing comparative analysis to understand the cause of PASC and suggests that the IFN-γ signaling axis might represent a therapeutic target.
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Affiliation(s)
- Chaofan Li
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, VA 22908, USA
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
| | - Wei Qian
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, VA 22908, USA
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
| | - Xiaoqin Wei
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, VA 22908, USA
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
| | - Harish Narasimhan
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, VA 22908, USA
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
- Department of Microbiology, Immunology and Cancer Biology, University of Virginia, Charlottesville, VA 22908, USA
| | - Yue Wu
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, VA 22908, USA
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
| | - Mohd Arish
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, VA 22908, USA
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
| | - In Su Cheon
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, VA 22908, USA
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
| | - Jinyi Tang
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, VA 22908, USA
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
| | - Gislane de Almeida Santos
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, VA 22908, USA
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
| | - Ying Li
- Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Kamyar Sharifi
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, VA 22908, USA
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
| | - Ryan Kern
- Division of Pulmonary and Critical Medicine, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Robert Vassallo
- Division of Pulmonary and Critical Medicine, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Jie Sun
- Beirne B. Carter Center for Immunology Research, University of Virginia, Charlottesville, VA 22908, USA
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
- Department of Microbiology, Immunology and Cancer Biology, University of Virginia, Charlottesville, VA 22908, USA
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Dimarakis I, Aldea GS. Commentary: Extreme cardiorespiratory pathophysiology: Critical care evolution in response to a pandemic. J Thorac Cardiovasc Surg 2024; 167:1842-1844. [PMID: 36764913 PMCID: PMC9859641 DOI: 10.1016/j.jtcvs.2023.01.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 01/17/2023] [Indexed: 01/22/2023]
Affiliation(s)
- Ioannis Dimarakis
- Division of Cardiothoracic Surgery, Department of Surgery, University of Washington Medical Center, Seattle, Wash.
| | - Gabriel S Aldea
- Division of Cardiothoracic Surgery, Department of Surgery, University of Washington Medical Center, Seattle, Wash
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3
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Patton MJ, Benson D, Robison SW, Raval D, Locy ML, Patel K, Grumley S, Levitan EB, Morris P, Might M, Gaggar A, Erdmann N. Characteristics and determinants of pulmonary long COVID. JCI Insight 2024; 9:e177518. [PMID: 38652535 PMCID: PMC11141907 DOI: 10.1172/jci.insight.177518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 04/12/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUNDPersistent cough and dyspnea are prominent features of postacute sequelae of SARS-CoV-2 (also termed "long COVID"); however, physiologic measures and clinical features associated with these pulmonary symptoms remain poorly defined. Using longitudinal pulmonary function testing (PFT) and CT imaging, this study aimed to identify the characteristics and determinants of pulmonary long COVID.METHODSThis single-center retrospective study included 1,097 patients with clinically defined long COVID characterized by persistent pulmonary symptoms (dyspnea, cough, and chest discomfort) lasting for 1 or more months after resolution of primary COVID infection.RESULTSAfter exclusion, a total of 929 patients with post-COVID pulmonary symptoms and PFTs were stratified as diffusion impairment and pulmonary restriction, as measured by percentage predicted diffusion capacity for carbon monoxide (DLCO) and total lung capacity (TLC). Longitudinal evaluation revealed diffusion impairment (DLCO ≤ 80%) and pulmonary restriction (TLC ≤ 80%) in 51% of the cohort overall (n = 479). In multivariable modeling regression analysis, invasive mechanical ventilation during primary infection conferred the greatest increased odds of developing pulmonary long COVID with diffusion impairment and restriction (adjusted odds ratio [aOR] = 9.89, 95% CI 3.62-26.9]). Finally, a subanalysis of CT imaging identified radiographic evidence of fibrosis in this patient population.CONCLUSIONLongitudinal PFTs revealed persistent diffusion-impaired restriction as a key feature of pulmonary long COVID. These results emphasize the importance of incorporating PFTs into routine clinical practice for evaluation of long COVID patients with prolonged pulmonary symptoms. Subsequent clinical trials should leverage combined symptomatic and quantitative PFT measurements for more targeted enrollment of pulmonary long COVID patients.FUNDINGNational Institute of Allergy and Infectious Diseases (AI156898, K08AI129705), National Heart, Lung, and Blood Institute (HL153113, OTA21-015E, HL149944), and the COVID-19 Urgent Research Response Fund at the University of Alabama at Birmingham.
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Affiliation(s)
- Michael John Patton
- Medical Scientist Training Program, Heersink School of Medicine
- Hugh Kaul Precision Medicine Institute
| | | | - Sarah W. Robison
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, and
| | - Dhaval Raval
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, and
| | - Morgan L. Locy
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, and
| | - Kinner Patel
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, and
| | | | - Emily B. Levitan
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Peter Morris
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, and
| | | | - Amit Gaggar
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, and
- Birmingham VA Medical Center, Pulmonary Section, Birmingham, Alabama, USA
| | - Nathaniel Erdmann
- Department of Medicine, Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
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Lv J, Ma W. Delay induced stability switch in a mathematical model of CD8 T-cell response to SARS-CoV-2 mediated by receptor ACE2. CHAOS (WOODBURY, N.Y.) 2024; 34:043135. [PMID: 38608314 DOI: 10.1063/5.0187872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 03/18/2024] [Indexed: 04/14/2024]
Abstract
The pathogen SARS-CoV-2 binds to the receptor angiotensin-converting enzyme 2 (ACE2) of the target cells and then replicates itself through the host, eventually releasing free virus particles. After infection, the CD8 T-cell response is triggered and appears to play a critical role in the defense against virus infections. Infected cells and their activated CD8 T-cells can cause tissue damage. Here, we established a mathematical model of within-host SARS-CoV-2 infection that incorporates the receptor ACE2, the CD8 T-cell response, and the damaged tissues. According to this model, we can get the basic reproduction number R0 and the immune reproduction number R1. We provide the theoretical proof for the stability of the disease-free equilibrium, immune-inactivated equilibrium, and immune-activated equilibrium. Finally, our numerical simulations show that the time delay in CD8 T-cell production can induce complex dynamics such as stability switching. These results provide insights into the mechanisms of SARS-CoV-2 infection and may help in the development of effective drugs against COVID-19.
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Affiliation(s)
- Jinlong Lv
- School of Mathematics and Physics, University of Science and Technology Beijing, Beijing 100083, People's Republic of China
| | - Wanbiao Ma
- School of Mathematics and Physics, University of Science and Technology Beijing, Beijing 100083, People's Republic of China
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Chung E, Leem AY, Chung KS, Kang YA, Park MS, Kim YS, Jang HJ, Lee SH. Differences of respiratory mechanics in mechanical ventilation of acute respiratory distress syndrome between patients with COVID-19 and Influenza A. Respir Res 2024; 25:112. [PMID: 38448933 PMCID: PMC10919012 DOI: 10.1186/s12931-024-02730-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 02/13/2024] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND Whether COVID-19-induced acute respiratory distress syndrome (ARDS) should be approached differently in terms of mechanical ventilation therapy compared to other virus-induced ARDS is debatable. Therefore, we aimed to ascertain whether the respiratory mechanical characteristics of COVID-19-induced ARDS differ from those of influenza A induced ARDS, in order to establish a rationale for mechanical ventilation therapy in COVID-19-induced ARDS. METHODS This was a retrospective cohort study comparing patients with COVID-19-induced ARDS and influenza A induced ARDS. We included intensive care unit (ICU) patients with COVID-19 or Influenza A aged ≥ 19, who were diagnosed with ARDS according to the Berlin definition between January 2015 and July 2021. Ventilation parameters for respiratory mechanics were collected at specific times on days one, three, and seven after intubation. RESULTS The median age of the 87 participants was 71.0 (62.0-78.0) years old, and 63.2% were male. The ratio of partial pressure of oxygen in arterial blood to the fractional of inspiratory oxygen concentration in COVID-19-induced ARDS was lower than that in influenza A induced ARDS during the initial stages of mechanical ventilation (influenza A induced ARDS 216.1 vs. COVID-19-induced ARDS 167.9, p = 0.009, day 1). The positive end expiratory pressure remained consistently higher in the COVID-19 group throughout the follow-up period (7.0 vs. 10.0, p < 0.001, day 1). COVID-19 and influenza A initially showed different directions for peak inspiratory pressure and dynamic compliance; however, after day 3, both groups exhibited similar directions. Dynamic driving pressure exhibited opposite trends between the two groups during mechanical ventilation. CONCLUSIONS Respiratory mechanics show clear differences between COVID-19-induced ARDS and influenza A induced ARDS. Based on these findings, we can consider future treatment strategies for COVID-19-induced ARDS.
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Affiliation(s)
- Eunki Chung
- Division of Pulmonology, Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Republic of Korea
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Ah Young Leem
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Kyung Soo Chung
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Young Ae Kang
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Moo Suk Park
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Young Sam Kim
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Hye Jin Jang
- Division of Pulmonary, Department of Internal Medicine, Inha University Hospital, Inha University College of Medicine, 27, Inhang-Ro, Jung-Gu, Inchon, 22332, Republic of Korea.
| | - Su Hwan Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
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Kashima Y, Reteng P, Haga Y, Yamagishi J, Suzuki Y. Single-cell analytical technologies: uncovering the mechanisms behind variations in immune responses. FEBS J 2024; 291:819-831. [PMID: 36082537 DOI: 10.1111/febs.16622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 08/25/2022] [Accepted: 09/08/2022] [Indexed: 11/30/2022]
Abstract
The immune landscape varies among individuals. It determines the immune response and results in surprisingly diverse symptoms, even in response to similar external stimuli. However, the detailed mechanisms underlying such diverse immune responses have remained mostly elusive. The utilization of recently developed single-cell multimodal analysis platforms has started to answer this question. Emerging studies have elucidated several molecular networks that may explain diversity with respect to age or other factors. An elaborate interplay between inherent physical conditions and environmental conditions has been demonstrated. Furthermore, the importance of modifications by the epigenome resulting in transcriptome variation among individuals is gradually being revealed. Accordingly, epigenomes and transcriptomes are direct indicators of the medical history and dynamic interactions with environmental factors. Coronavirus disease 2019 (COVID-19) has recently become one of the most remarkable examples of the necessity of in-depth analyses of diverse responses with respect to various factors to improve treatment in severe cases and to prevent viral transmission from asymptomatic carriers. In fact, determining why some patients develop serious symptoms is still a pressing issue. Here, we review the current "state of the art" in single-cell analytical technologies and their broad applications to healthy individuals and representative diseases, including COVID-19.
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Affiliation(s)
- Yukie Kashima
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Japan
| | - Patrick Reteng
- Division of Collaboration and Education, International Institute for Zoonosis Control, Hokkaido University, Sapporo, Japan
| | - Yasuhiko Haga
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Japan
| | - Junya Yamagishi
- Division of Collaboration and Education, International Institute for Zoonosis Control, Hokkaido University, Sapporo, Japan
| | - Yutaka Suzuki
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Japan
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Patton MJ, Benson D, Robison SW, Dhaval R, Locy ML, Patel K, Grumley S, Levitan EB, Morris P, Might M, Gaggar A, Erdmann N. Characteristics and Determinants of Pulmonary Long COVID. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.13.24302781. [PMID: 38405753 PMCID: PMC10888999 DOI: 10.1101/2024.02.13.24302781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
RATIONALE Persistent cough and dyspnea are prominent features of post-acute sequelae of SARS-CoV-2 (termed 'Long COVID'); however, physiologic measures and clinical features associated with these pulmonary symptoms remain poorly defined. OBJECTIVES Using longitudinal pulmonary function testing (PFTs) and CT imaging, this study aimed to identify the characteristics and determinants of pulmonary Long COVID. METHODS The University of Alabama at Birmingham Pulmonary Long COVID cohort was utilized to characterize lung defects in patients with persistent pulmonary symptoms after resolution primary COVID infection. Longitudinal PFTs including total lung capacity (TLC) and diffusion limitation of carbon monoxide (DLCO) were used to evaluate restriction and diffusion impairment over time in this cohort. Analysis of chest CT imaging was used to phenotype the pulmonary Long COVID pathology. Risk factors linked to development of pulmonary Long COVID were estimated using univariate and multivariate logistic regression models. MEASUREMENTS AND MAIN RESULTS Longitudinal evaluation 929 patients with post-COVID pulmonary symptoms revealed diffusion impairment (DLCO ≤80%) and restriction (TLC ≤80%) in 51% of the cohort (n=479). In multivariable logistic regression analysis (adjusted odds ratio; aOR, 95% confidence interval [CI]), invasive mechanical ventilation during primary infection conferred the greatest increased odds of developing pulmonary Long COVID with diffusion impaired restriction (aOR=10.9 [4.09-28.6]). Finally, a sub-analysis of CT imaging identified evidence of fibrosis in this population. CONCLUSIONS Persistent diffusion impaired restriction was identified as a key feature of pulmonary Long COVID. Subsequent clinical trials should leverage combined symptomatic and quantitative PFT measurements for more targeted enrollment of pulmonary Long COVID patients.
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Ong JWJ, Tan KS, Lee JJX, Seet JE, Choi HW, Ler SG, Gunaratne J, Narasaraju T, Sham LT, Patzel V, Chow VT. Differential effects of microRNAs miR-21, miR-99 and miR-145 on lung regeneration and inflammation during recovery from influenza pneumonia. J Med Virol 2023; 95:e29286. [PMID: 38087452 DOI: 10.1002/jmv.29286] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 10/10/2023] [Accepted: 11/18/2023] [Indexed: 12/18/2023]
Abstract
In a mouse model of influenza pneumonia, we previously documented that proliferating alveolar type II (AT2) cells are the major stem cells involved in early lung recovery. Profiling of microRNAs revealed significant dysregulation of specific ones, including miR-21 and miR-99a. Moreover, miR-145 is known to exhibit antagonism to miR-21. This follow-up study investigated the roles of microRNAs miR-21, miR-99a, and miR-145 in the murine pulmonary regenerative process and inflammation during influenza pneumonia. Inhibition of miR-21 resulted in severe morbidity, and in significantly decreased proliferating AT2 cells due to impaired transition from innate to adaptive immune responses. Knockdown of miR-99a culminated in moderate morbidity, with a significant increase in proliferating AT2 cells that may be linked to PTEN downregulation. In contrast, miR-145 antagonism did not impact morbidity nor the proliferating AT2 cell population, and was associated with downregulation of TNF-alpha, IL1-beta, YM1, and LY6G. Hence, a complex interplay exists between expression of specific miRNAs, lung regeneration, and inflammation during recovery from influenza pneumonia. Inhibition of miR-21 and miR-99a (but not miR-145) can lead to deleterious cellular and molecular effects on pulmonary repair and inflammatory processes during influenza pneumonia.
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Affiliation(s)
- Joe Wee Jian Ong
- Infectious Diseases Translational Research Program, Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Kai Sen Tan
- Infectious Diseases Translational Research Program, Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | | | - Ju Ee Seet
- Department of Pathology, National University of Singapore, Singapore
| | - Hyung Won Choi
- Department of Medicine, National University of Singapore, Singapore
| | | | | | - Teluguakula Narasaraju
- Adichunchanagiri Institute of Medical Sciences, Adichunchanagiri University, Karnataka, India
| | - Lok-To Sham
- Infectious Diseases Translational Research Program, Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Volker Patzel
- Infectious Diseases Translational Research Program, Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Vincent T Chow
- Infectious Diseases Translational Research Program, Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
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Sounart H, Lázár E, Masarapu Y, Wu J, Várkonyi T, Glasz T, Kiss A, Borgström E, Hill A, Rezene S, Gupta S, Jurek A, Niesnerová A, Druid H, Bergmann O, Giacomello S. Dual spatially resolved transcriptomics for human host-pathogen colocalization studies in FFPE tissue sections. Genome Biol 2023; 24:237. [PMID: 37858234 PMCID: PMC10588020 DOI: 10.1186/s13059-023-03080-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 10/02/2023] [Indexed: 10/21/2023] Open
Abstract
Technologies to study localized host-pathogen interactions are urgently needed. Here, we present a spatial transcriptomics approach to simultaneously capture host and pathogen transcriptome-wide spatial gene expression information from human formalin-fixed paraffin-embedded (FFPE) tissue sections at a near single-cell resolution. We demonstrate this methodology in lung samples from COVID-19 patients and validate our spatial detection of SARS-CoV-2 against RNAScope and in situ sequencing. Host-pathogen colocalization analysis identified putative modulators of SARS-CoV-2 infection in human lung cells. Our approach provides new insights into host response to pathogen infection through the simultaneous, unbiased detection of two transcriptomes in FFPE samples.
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Affiliation(s)
- Hailey Sounart
- Department of Gene Technology, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Enikő Lázár
- Department of Gene Technology, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
- Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm, Sweden
| | - Yuvarani Masarapu
- Department of Gene Technology, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Jian Wu
- Department of Gene Technology, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Tibor Várkonyi
- 2nd Department of Pathology, Semmelweis University, Budapest, Hungary
| | - Tibor Glasz
- 2nd Department of Pathology, Semmelweis University, Budapest, Hungary
| | - András Kiss
- 2nd Department of Pathology, Semmelweis University, Budapest, Hungary
| | | | | | - Sefanit Rezene
- Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Soham Gupta
- Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | | | | | - Henrik Druid
- Department of Oncology-Pathology, Karolinska Institutet, 17177, Stockholm, Sweden
| | - Olaf Bergmann
- Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm, Sweden
- Center for Regenerative Therapies Dresden (CRTD), TU Dresden, Dresden, Germany
- Universitätsmedizin Göttingen, Institute of Pharmacology and Toxicology, Göttingen, Germany
| | - Stefania Giacomello
- Department of Gene Technology, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden.
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Johnston J, Dorrian D, Linden D, Stanel SC, Rivera-Ortega P, Chaudhuri N. Pulmonary Sequelae of COVID-19: Focus on Interstitial Lung Disease. Cells 2023; 12:2238. [PMID: 37759460 PMCID: PMC10527752 DOI: 10.3390/cells12182238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 08/28/2023] [Accepted: 09/06/2023] [Indexed: 09/29/2023] Open
Abstract
As the world transitions from the acute phase of the COVID-19 pandemic, a novel concern has arisen-interstitial lung disease (ILD) as a consequence of SARS-CoV-2 infection. This review discusses what we have learned about its epidemiology, radiological, and pulmonary function findings, risk factors, and possible management strategies. Notably, the prevailing radiological pattern observed is organising pneumonia, with ground-glass opacities and reticulation frequently reported. Longitudinal studies reveal a complex trajectory, with some demonstrating improvement in lung function and radiographic abnormalities over time, whereas others show more static fibrotic changes. Age, disease severity, and male sex are emerging as risk factors for residual lung abnormalities. The intricate relationship between post-COVID ILD and idiopathic pulmonary fibrosis (IPF) genetics underscores the need for further research and elucidation of shared pathways. As this new disease entity unfolds, continued research is vital to guide clinical decision making and improve outcomes for patients with post-COVID ILD.
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Affiliation(s)
- Janet Johnston
- Interstitial Lung Diseases Unit, North West Lung Centre, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester M23 9LT, UK (P.R.-O.)
| | - Delia Dorrian
- Wellcome-Wolfson Institute for Experimental Medicine, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast BT9 7BL, UK
| | - Dermot Linden
- Wellcome-Wolfson Institute for Experimental Medicine, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast BT9 7BL, UK
- Mater Hospital, Belfast Health and Social Care Trust, Belfast BT14 6AB, UK
| | - Stefan Cristian Stanel
- Interstitial Lung Diseases Unit, North West Lung Centre, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester M23 9LT, UK (P.R.-O.)
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
| | - Pilar Rivera-Ortega
- Interstitial Lung Diseases Unit, North West Lung Centre, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester M23 9LT, UK (P.R.-O.)
| | - Nazia Chaudhuri
- School of Medicine, Magee Campus, University of Ulster, Northlands Road, Londonderry BT48 7JL, UK;
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Wang WJ, Chu LX, He LY, Zhang MJ, Dang KT, Gao C, Ge QY, Wang ZG, Zhao XW. Spatial transcriptomics: recent developments and insights in respiratory research. Mil Med Res 2023; 10:38. [PMID: 37592342 PMCID: PMC10433685 DOI: 10.1186/s40779-023-00471-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 07/24/2023] [Indexed: 08/19/2023] Open
Abstract
The respiratory system's complex cellular heterogeneity presents unique challenges to researchers in this field. Although bulk RNA sequencing and single-cell RNA sequencing (scRNA-seq) have provided insights into cell types and heterogeneity in the respiratory system, the relevant specific spatial localization and cellular interactions have not been clearly elucidated. Spatial transcriptomics (ST) has filled this gap and has been widely used in respiratory studies. This review focuses on the latest iterative technology of ST in recent years, summarizing how ST can be applied to the physiological and pathological processes of the respiratory system, with emphasis on the lungs. Finally, the current challenges and potential development directions are proposed, including high-throughput full-length transcriptome, integration of multi-omics, temporal and spatial omics, bioinformatics analysis, etc. These viewpoints are expected to advance the study of systematic mechanisms, including respiratory studies.
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Affiliation(s)
- Wen-Jia Wang
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China
| | - Liu-Xi Chu
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China
- Oujiang Laboratory (Zhejiang Lab for Regenerative Medicine, Vision and Brain Health), School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Li-Yong He
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China
| | - Ming-Jing Zhang
- Orthopaedic Bioengineering Research Group, Division of Surgery and Interventional Science, University College London, London, HA7 4LP, UK
| | - Kai-Tong Dang
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China
| | - Chen Gao
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China
| | - Qin-Yu Ge
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China
| | - Zhou-Guang Wang
- Oujiang Laboratory (Zhejiang Lab for Regenerative Medicine, Vision and Brain Health), School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China.
| | - Xiang-Wei Zhao
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China.
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12
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Laird J, Perera G, Batorsky R, Wang H, Arkun K, Chin MT. Spatial Transcriptomic Analysis of Focal and Normal Areas of Myocyte Disarray in Human Hypertrophic Cardiomyopathy. Int J Mol Sci 2023; 24:12625. [PMID: 37628806 PMCID: PMC10454036 DOI: 10.3390/ijms241612625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 08/03/2023] [Accepted: 08/07/2023] [Indexed: 08/27/2023] Open
Abstract
Hypertrophic Cardiomyopathy (HCM) is a common inherited disorder that can lead to heart failure and sudden cardiac death, characterized at the histological level by focal areas of myocyte disarray, hypertrophy and fibrosis, and only a few disease-targeted therapies exist. To identify the focal and spatially restricted alterations in the transcriptional pathways and reveal novel therapeutic targets, we performed a spatial transcriptomic analysis of the areas of focal myocyte disarray compared to areas of normal tissue using a commercially available platform (GeoMx, nanoString). We analyzed surgical myectomy tissue from four patients with HCM and the control interventricular septum tissue from two unused organ donor hearts that were free of cardiovascular disease. Histological sections were reviewed by an expert pathologist, and 72 focal areas with varying degrees of myocyte disarray (normal, mild, moderate, severe) were chosen for analysis. Areas of interest were interrogated with the Human Cancer Transcriptome Atlas designed to profile 1800 transcripts. Differential expression analysis revealed significant changes in gene expression between HCM and the control tissue, and functional enrichment analysis indicated that these genes were primarily involved in interferon production and mitochondrial energetics. Within the HCM tissue, differentially expressed genes between areas of normal and severe disarray were enriched for genes related to mitochondrial energetics and the extracellular matrix in severe disarray. An analysis of the gene expression of the ligand-receptor pair revealed that the HCM tissue exhibited downregulation of platelet-derived growth factor (PDGF), NOTCH, junctional adhesion molecule, and CD46 signaling while showing upregulation of fibronectin, CD99, cadherin, and amyloid precursor protein signaling. A deconvolution analysis utilizing the matched single nuclei RNA-sequencing (snRNA-seq) data to determine cell type composition in areas of interest revealed significant differences in fibroblast and vascular cell composition in areas of severe disarray when compared to normal areas in HCM samples. Cell composition in the normal areas of the control tissue was also divergent from the normal areas in HCM samples, which was consistent with the differential expression results. Overall, our data identify novel and potential disease-modifying targets for therapy in HCM.
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Affiliation(s)
- Jason Laird
- Research Technology, Tufts University, Medford, MA 02144, USA;
| | - Gayani Perera
- Molecular Cardiology Research Institute, Tufts Medical Center, Boston, MA 02111, USA;
| | - Rebecca Batorsky
- Data Intensive Studies Center, Tufts University, Medford, MA 02155, USA; (R.B.); (H.W.)
| | - Hongjie Wang
- Data Intensive Studies Center, Tufts University, Medford, MA 02155, USA; (R.B.); (H.W.)
| | - Knarik Arkun
- Department of Pathology, Tufts Medical Center, Boston, MA 02111, USA;
| | - Michael T. Chin
- Molecular Cardiology Research Institute, Tufts Medical Center, Boston, MA 02111, USA;
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13
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Margaroli C, Benson P, Gastanadui MG, Song C, Viera L, Xing D, Wells JM, Patel R, Gaggar A, Payne GA. Spatial transcriptomic profiling of coronary endothelial cells in SARS-CoV-2 myocarditis. Front Med (Lausanne) 2023; 10:1118024. [PMID: 36968839 PMCID: PMC10034160 DOI: 10.3389/fmed.2023.1118024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 02/13/2023] [Indexed: 03/29/2023] Open
Abstract
Objectives Our objective was to examine coronary endothelial and myocardial programming in patients with severe COVID-19 utilizing digital spatial transcriptomics. Background Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) has well-established links to thrombotic and cardiovascular events. Endothelial cell infection was initially proposed to initiate vascular events; however, this paradigm has sparked growing controversy. The significance of myocardial infection also remains unclear. Methods Autopsy-derived cardiac tissue from control (n = 4) and COVID-19 (n = 8) patients underwent spatial transcriptomic profiling to assess differential expression patterns in myocardial and coronary vascular tissue. Our approach enabled transcriptional profiling in situ with preserved anatomy and unaltered local SARS-CoV-2 expression. In so doing, we examined the paracrine effect of SARS-CoV-2 infection in cardiac tissue. Results We observed heterogeneous myocardial infection that tended to colocalize with CD31 positive cells within coronary capillaries. Despite these differences, COVID-19 patients displayed a uniform and unique myocardial transcriptional profile independent of local viral burden. Segmentation of tissues directly infected with SARS-CoV-2 showed unique, pro-inflammatory expression profiles including upregulated mediators of viral antigen presentation and immune regulation. Infected cell types appeared to primarily be capillary endothelial cells as differentially expressed genes included endothelial cell markers. However, there was limited differential expression within the endothelium of larger coronary vessels. Conclusion Our results highlight altered myocardial programming during severe COVID-19 that may in part be associated with capillary endothelial cells. However, similar patterns were not observed in larger vessels, diminishing endotheliitis, and endothelial activation as key drivers of cardiovascular events during COVID-19.
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Affiliation(s)
- Camilla Margaroli
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
- Program in Protease/Matrix Biology, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Paul Benson
- Department of Pathology, Division of Anatomic Pathology, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Maria G. Gastanadui
- Cardiopulmonary Research Program, University of Alabama at Birmingham, Birmingham, AL, United States
- Department of Medicine, Division of Cardiovascular Disease, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Chunyan Song
- Program in Protease/Matrix Biology, University of Alabama at Birmingham, Birmingham, AL, United States
- Cardiopulmonary Research Program, University of Alabama at Birmingham, Birmingham, AL, United States
- Department of Medicine, Division of Cardiovascular Disease, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Liliana Viera
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
- Program in Protease/Matrix Biology, University of Alabama at Birmingham, Birmingham, AL, United States
- Lung Health Center, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Dongqi Xing
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
- Program in Protease/Matrix Biology, University of Alabama at Birmingham, Birmingham, AL, United States
- Cardiopulmonary Research Program, University of Alabama at Birmingham, Birmingham, AL, United States
- Lung Health Center, University of Alabama at Birmingham, Birmingham, AL, United States
- Vascular Biology and Hypertension Program, University of Alabama at Birmingham, Birmingham, AL, United States
| | - J. Michael Wells
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
- Program in Protease/Matrix Biology, University of Alabama at Birmingham, Birmingham, AL, United States
- Cardiopulmonary Research Program, University of Alabama at Birmingham, Birmingham, AL, United States
- Lung Health Center, University of Alabama at Birmingham, Birmingham, AL, United States
- Vascular Biology and Hypertension Program, University of Alabama at Birmingham, Birmingham, AL, United States
- Medical Service at Birmingham VA Medical Center, Birmingham, AL, United States
| | - Rakesh Patel
- Program in Protease/Matrix Biology, University of Alabama at Birmingham, Birmingham, AL, United States
- Department of Pathology, Division of Molecular and Cellular Pathology, University of Alabama at Birmingham, Birmingham, AL, United States
- Center for Free Radical Biology, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Amit Gaggar
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
- Program in Protease/Matrix Biology, University of Alabama at Birmingham, Birmingham, AL, United States
- Cardiopulmonary Research Program, University of Alabama at Birmingham, Birmingham, AL, United States
- Lung Health Center, University of Alabama at Birmingham, Birmingham, AL, United States
- Vascular Biology and Hypertension Program, University of Alabama at Birmingham, Birmingham, AL, United States
- Medical Service at Birmingham VA Medical Center, Birmingham, AL, United States
- Department of Cell, Developmental, and Integrative Biology, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Gregory A. Payne
- Program in Protease/Matrix Biology, University of Alabama at Birmingham, Birmingham, AL, United States
- Cardiopulmonary Research Program, University of Alabama at Birmingham, Birmingham, AL, United States
- Department of Medicine, Division of Cardiovascular Disease, University of Alabama at Birmingham, Birmingham, AL, United States
- Vascular Biology and Hypertension Program, University of Alabama at Birmingham, Birmingham, AL, United States
- Medical Service at Birmingham VA Medical Center, Birmingham, AL, United States
- Comprehensive Cardiovascular Center, University of Alabama at Birmingham, Birmingham, AL, United States
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14
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Dumenil T, Le TT, Rawle DJ, Yan K, Tang B, Nguyen W, Bishop C, Suhrbier A. Warmer ambient air temperatures reduce nasal turbinate and brain infection, but increase lung inflammation in the K18-hACE2 mouse model of COVID-19. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 859:160163. [PMID: 36395835 PMCID: PMC9659553 DOI: 10.1016/j.scitotenv.2022.160163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 11/04/2022] [Accepted: 11/09/2022] [Indexed: 06/16/2023]
Abstract
Warmer climatic conditions have been associated with fewer COVID-19 cases. Herein we infected K18-hACE2 mice housed at the standard animal house temperature of ∼22 °C, or at ∼31 °C, which is considered to be thermoneutral for mice. On day 2 post infection, RNA-Seq analyses showed no significant differential gene expression lung in lungs of mice housed at the two temperatures, with almost identical viral loads and type I interferon responses. There was also no significant difference in viral loads in lungs on day 5, but RNA-Seq and histology analyses showed clearly elevated inflammatory signatures and infiltrates. Thermoneutrality thus promoted lung inflammation. On day 2 post infection mice housed at 31 °C showed reduced viral loads in nasal turbinates, consistent with increased mucociliary clearance at the warmer ambient temperature. These mice also had reduced virus levels in the brain, and an ensuing amelioration of weight loss and a delay in mortality. Warmer air temperatures may thus reduce infection of the upper respiratory track and the olfactory epithelium, resulting in reduced brain infection. Potential relevance for anosmia and neurological sequelae in COVID-19 patients is discussed.
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Affiliation(s)
- Troy Dumenil
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4029, Australia
| | - Thuy T Le
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4029, Australia
| | - Daniel J Rawle
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4029, Australia
| | - Kexin Yan
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4029, Australia
| | - Bing Tang
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4029, Australia
| | - Wilson Nguyen
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4029, Australia
| | - Cameron Bishop
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4029, Australia
| | - Andreas Suhrbier
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, Queensland 4029, Australia; Australian Infectious Disease Research Centre, GVN Center of Excellence, Brisbane, Queensland 4029, 4072, Australia.
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15
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van Hijfte L, Geurts M, Vallentgoed WR, Eilers PH, Sillevis Smitt PA, Debets R, French PJ. Alternative normalization and analysis pipeline to address systematic bias in NanoString GeoMx Digital Spatial Profiling data. iScience 2023; 26:105760. [PMID: 36590163 PMCID: PMC9800292 DOI: 10.1016/j.isci.2022.105760] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 09/26/2022] [Accepted: 12/05/2022] [Indexed: 12/13/2022] Open
Abstract
Spatial transcriptomics is a novel technique that provides RNA-expression data with tissue-contextual annotations. Quality assessments of such techniques using end-user generated data are often lacking. Here, we evaluated data from the NanoString GeoMx Digital Spatial Profiling (DSP) platform and standard processing pipelines. We queried 72 ROIs from 12 glioma samples, performed replicate experiments of eight samples for validation, and evaluated five external datasets. The data consistently showed vastly different signal intensities between samples and experimental conditions that resulted in biased analysis. We evaluated the performance of alternative normalization strategies and show that quantile normalization can adequately address the technical issues related to the differences in data distributions. Compared to bulk RNA sequencing, NanoString DSP data show a limited dynamic range which underestimates differences between conditions. Weighted gene co-expression network analysis allowed extraction of gene signatures associated with tissue phenotypes from ROI annotations. Nanostring GeoMx DSP data therefore require alternative normalization methods and analysis pipelines.
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Affiliation(s)
- Levi van Hijfte
- Department of Neurology, Brain Tumor Center at Erasmus MC Cancer Center, 3015 GD Rotterdam, the Netherlands
- Laboratory of Tumor Immunology, Department of Medical Oncology, Erasmus MC University Medical Center, 3015 GD Rotterdam, the Netherlands
| | - Marjolein Geurts
- Department of Neurology, Brain Tumor Center at Erasmus MC Cancer Center, 3015 GD Rotterdam, the Netherlands
| | - Wies R. Vallentgoed
- Department of Neurology, Brain Tumor Center at Erasmus MC Cancer Center, 3015 GD Rotterdam, the Netherlands
| | - Paul H.C. Eilers
- Department of Biostatistics, Erasmus MC University Medical Center, 3015 GD Rotterdam, the Netherlands
| | - Peter A.E. Sillevis Smitt
- Department of Neurology, Brain Tumor Center at Erasmus MC Cancer Center, 3015 GD Rotterdam, the Netherlands
| | - Reno Debets
- Laboratory of Tumor Immunology, Department of Medical Oncology, Erasmus MC University Medical Center, 3015 GD Rotterdam, the Netherlands
| | - Pim J. French
- Department of Neurology, Brain Tumor Center at Erasmus MC Cancer Center, 3015 GD Rotterdam, the Netherlands
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16
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Shojaei M, Shamshirian A, Monkman J, Grice L, Tran M, Tan CW, Teo SM, Rodrigues Rossi G, McCulloch TR, Nalos M, Raei M, Razavi A, Ghasemian R, Gheibi M, Roozbeh F, Sly PD, Spann KM, Chew KY, Zhu Y, Xia Y, Wells TJ, Senegaglia AC, Kuniyoshi CL, Franck CL, dos Santos AFR, de Noronha L, Motamen S, Valadan R, Amjadi O, Gogna R, Madan E, Alizadeh-Navaei R, Lamperti L, Zuñiga F, Nova-Lamperti E, Labarca G, Knippenberg B, Herwanto V, Wang Y, Phu A, Chew T, Kwan T, Kim K, Teoh S, Pelaia TM, Kuan WS, Jee Y, Iredell J, O’Byrne K, Fraser JF, Davis MJ, Belz GT, Warkiani ME, Gallo CS, Souza-Fonseca-Guimaraes F, Nguyen Q, Mclean A, Kulasinghe A, Short KR, Tang B. IFI27 transcription is an early predictor for COVID-19 outcomes, a multi-cohort observational study. Front Immunol 2023; 13:1060438. [PMID: 36685600 PMCID: PMC9850159 DOI: 10.3389/fimmu.2022.1060438] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 12/09/2022] [Indexed: 01/07/2023] Open
Abstract
Purpose Robust biomarkers that predict disease outcomes amongst COVID-19 patients are necessary for both patient triage and resource prioritisation. Numerous candidate biomarkers have been proposed for COVID-19. However, at present, there is no consensus on the best diagnostic approach to predict outcomes in infected patients. Moreover, it is not clear whether such tools would apply to other potentially pandemic pathogens and therefore of use as stockpile for future pandemic preparedness. Methods We conducted a multi-cohort observational study to investigate the biology and the prognostic role of interferon alpha-inducible protein 27 (IFI27) in COVID-19 patients. Results We show that IFI27 is expressed in the respiratory tract of COVID-19 patients and elevated IFI27 expression in the lower respiratory tract is associated with the presence of a high viral load. We further demonstrate that the systemic host response, as measured by blood IFI27 expression, is associated with COVID-19 infection. For clinical outcome prediction (e.g., respiratory failure), IFI27 expression displays a high sensitivity (0.95) and specificity (0.83), outperforming other known predictors of COVID-19 outcomes. Furthermore, IFI27 is upregulated in the blood of infected patients in response to other respiratory viruses. For example, in the pandemic H1N1/09 influenza virus infection, IFI27-like genes were highly upregulated in the blood samples of severely infected patients. Conclusion These data suggest that prognostic biomarkers targeting the family of IFI27 genes could potentially supplement conventional diagnostic tools in future virus pandemics, independent of whether such pandemics are caused by a coronavirus, an influenza virus or another as yet-to-be discovered respiratory virus.
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Affiliation(s)
- Maryam Shojaei
- Department of Intensive Care Medicine, Nepean Hospital, Penrith, NSW, Australia,Centre for Immunology and Allergy Research, the Westmead Institute for Medical Research, Westmead, NSW, Australia,Department of Medicine, Sydney Medical School Nepean, Nepean Hospital, University of Sydney, Penrith, NSW, Australia,*Correspondence: Arutha Kulasinghe, ; Kirsty R. Short, ; Maryam Shojaei,
| | - Amir Shamshirian
- Gastrointestinal Cancer Research Centre, Non-Communicable Diseases Institute, Mazandaran University of Medical Sciences, Sari, Iran
| | - James Monkman
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Laura Grice
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, Australia,School of Biomedical Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - Minh Tran
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, Australia
| | - Chin Wee Tan
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne, VIC, Australia,Department of Medical Biology, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, VIC, Australia
| | - Siok Min Teo
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, Australia
| | - Gustavo Rodrigues Rossi
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Timothy R. McCulloch
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Marek Nalos
- Department of Intensive Care Medicine, Nepean Hospital, Penrith, NSW, Australia
| | - Maedeh Raei
- Gastrointestinal Cancer Research Centre, Non-Communicable Diseases Institute, Mazandaran University of Medical Sciences, Sari, Iran
| | - Alireza Razavi
- Student Research Committee, School of Medicine, Mazandaran University of Medical Sciences, Sari, Iran
| | - Roya Ghasemian
- Antimicrobial Resistance Research Centre, Department of Infectious Diseases, Mazandaran University of Medical Sciences, Sari, Iran
| | - Mobina Gheibi
- Student Research Committee, School of Allied Medical Sciences, Mazandaran University of Medical Science, Sari, Iran
| | | | - Peter D. Sly
- Child Health Research Centre, The University of Queensland, South Brisbane, QLD, Australia
| | - Kirsten M. Spann
- Centre for Immunology and Infection Control, Faculty of Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD, Australia
| | - Keng Yih Chew
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
| | - Yanshan Zhu
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
| | - Yao Xia
- School of Science, Edith Cowan University; School of Biomedical Science, University of Western Australia, Perth, WA, Australia
| | - Timothy J. Wells
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Alexandra Cristina Senegaglia
- Complexo Hospital de Clinicas, Universidade Federal do Paraná, Curitiba, Brazil,Core for Cell Technology, School of Medicine, PontifìciaUniversidade Católica do Paraná, Curitiba, Brazil
| | - Carmen Lúcia Kuniyoshi
- Complexo Hospital de Clinicas, Universidade Federal do Paraná, Curitiba, Brazil,Core for Cell Technology, School of Medicine, PontifìciaUniversidade Católica do Paraná, Curitiba, Brazil
| | | | | | | | - Sepideh Motamen
- Department of Medical Biotechnology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Reza Valadan
- Molecular and Cell Biology Research Centre, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Iran,Department of Immunology, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Iran
| | - Omolbanin Amjadi
- Gastrointestinal Cancer Research Centre, Non-Communicable Diseases Institute, Mazandaran University of Medical Sciences, Sari, Iran
| | - Rajan Gogna
- Biotech Research and Innovation Centre (BRIC), University of Copenhagen, Copenhagen, Denmark,Novo Nordisk Foundation centre for Stem Cell Biology, DanStem, Faculty of Health and Medical Sciences, Champalimaud Centre for the Unknown, Lisbon, Portugal
| | - Esha Madan
- Campania Centre for the Unknown, Lisbon, Portugal
| | - Reza Alizadeh-Navaei
- Gastrointestinal Cancer Research Centre, Non-Communicable Diseases Institute, Mazandaran University of Medical Sciences, Sari, Iran
| | - Liliana Lamperti
- Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, University of Concepcion, Concepcion, Chile
| | - Felipe Zuñiga
- Molecular and Translational Immunology Laboratory, Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, Universidad de Concepcion, Concepcion, Chile
| | - Estefania Nova-Lamperti
- Molecular and Translational Immunology Laboratory, Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, Universidad de Concepcion, Concepcion, Chile
| | - Gonzalo Labarca
- Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, University of Concepcion, Concepcion, Chile,Faculty of Medicine, Universidad de Concepcion, Concepcion, Chile
| | - Ben Knippenberg
- Infectious Diseases Department, Royal Darwin Hospital, Darwin, NT, Australia
| | - Velma Herwanto
- Faculty of Medicine, Universitas Tarumanagara, Jakarta, Indonesia
| | - Ya Wang
- Department of Intensive Care Medicine, Nepean Hospital, Penrith, NSW, Australia,Centre for Immunology and Allergy Research, the Westmead Institute for Medical Research, Westmead, NSW, Australia,Department of Medicine, Sydney Medical School Nepean, Nepean Hospital, University of Sydney, Penrith, NSW, Australia
| | - Amy Phu
- Department of Intensive Care Medicine, Nepean Hospital, Penrith, NSW, Australia,Westmead Clinical School, Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Tracy Chew
- Sydney Informatics Hub, Core Research Facilities, University of Sydney, Sydney, NSW, Australia
| | - Timothy Kwan
- Department of Intensive Care Medicine, Nepean Hospital, Penrith, NSW, Australia
| | - Karan Kim
- Centre for Immunology and Allergy Research, the Westmead Institute for Medical Research, Westmead, NSW, Australia
| | - Sally Teoh
- Department of Intensive Care Medicine, Nepean Hospital, Penrith, NSW, Australia
| | - Tiana M. Pelaia
- Department of Intensive Care Medicine, Nepean Hospital, Penrith, NSW, Australia
| | - Win Sen Kuan
- Emergency Medicine Department, National University Hospital, National University Health System, Singapore, Singapore,Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Yvette Jee
- Emergency Medicine Department, National University Hospital, National University Health System, Singapore, Singapore
| | - Jon Iredell
- Faculty of Medicine and Health, School of Medical Sciences, University of Sydney, Sydney, NSW, Australia,Centre for Infectious Diseases and Microbiology, Westmead Institute for Medical Research, Sydney, NSW, Australia,Westmead Hospital, Western Sydney Local Health District, Sydney, NSW, Australia
| | - Ken O’Byrne
- Queensland University of Technology, Centre for Genomics and PersonalisedHealth, School of Biomedical Sciences, Brisbane, QLD, Australia
| | - John F. Fraser
- Critical Care Research Group, The University of Queensland, Brisbane, QLD, Australia
| | - Melissa J. Davis
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne, VIC, Australia,Department of Medical Biology, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, VIC, Australia,Department of Clinical Pathology, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, VIC, Australia
| | - Gabrielle T. Belz
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Majid E. Warkiani
- Australia Centre for Health Technologies (CHT) & Institute for Biomedical Materials & Devices (IBMD), School of Biomedical Engineering, University of Technology Sydney, Sydney, NSW, Australia
| | - Carlos Salomon Gallo
- Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, University of Concepcion, Concepcion, Chile,Exosome Biology Laboratory, Centre for Clinical Diagnostics, University of Queensland Centre for Clinical Research, Royal Brisbane and Women’s Hospital, The University of Queensland, Brisbane, QLD, Australia
| | | | - Quan Nguyen
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, Australia
| | - Anthony Mclean
- Department of Intensive Care Medicine, Nepean Hospital, Penrith, NSW, Australia
| | - Arutha Kulasinghe
- Frazer Institute, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia,*Correspondence: Arutha Kulasinghe, ; Kirsty R. Short, ; Maryam Shojaei,
| | - Kirsty R. Short
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia,*Correspondence: Arutha Kulasinghe, ; Kirsty R. Short, ; Maryam Shojaei,
| | - Benjamin Tang
- Department of Intensive Care Medicine, Nepean Hospital, Penrith, NSW, Australia,Centre for Immunology and Allergy Research, the Westmead Institute for Medical Research, Westmead, NSW, Australia
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17
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Domovitz T, Ayoub S, Werbner M, Alter J, Izhaki Tavor L, Yahalom-Ronen Y, Tikhonov E, Meirson T, Maman Y, Paran N, Israely T, Dessau M, Gal-Tanamy M. HCV Infection Increases the Expression of ACE2 Receptor, Leading to Enhanced Entry of Both HCV and SARS-CoV-2 into Hepatocytes and a Coinfection State. Microbiol Spectr 2022; 10:e0115022. [PMID: 36314945 PMCID: PMC9769977 DOI: 10.1128/spectrum.01150-22] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 09/28/2022] [Indexed: 11/09/2022] Open
Abstract
Recent studies suggest the enhancement of liver injury in COVID-19 patients infected with Hepatitis C virus (HCV). Hepatocytes express low levels of angiotensin-converting enzyme 2 (ACE2), the SARS-CoV-2 entry receptor, raising the possibility of HCV-SARS-CoV-2 coinfection in the liver. This work aimed to explore whether HCV and SARS-CoV-2 coinfect hepatocytes and the interplay between these viruses. We demonstrate that SARS-CoV-2 coinfects HCV-infected Huh7.5 (Huh7.5HCV) cells. Both viruses replicated efficiently in the coinfected cells, with HCV replication enhanced in coinfected compared to HCV-mono-infected cells. Strikingly, Huh7.5HCV cells were eight fold more susceptible to SARS-CoV-2 pseudoviruses than naive Huh7.5 cells, suggesting enhanced SARS-CoV-2 entry into HCV-preinfected hepatocytes. In addition, we observed increased binding of spike receptor-binding domain (RBD) protein to Huh7.5HCV cells, as well as enhanced cell-to-cell fusion of Huh7.5HCV cells with spike-expressing Huh7.5 cells. We explored the mechanism of enhanced SARS-CoV-2 entry and identified an increased ACE2 mRNA and protein levels in Huh7.5HCV cells, primary hepatocytes, and in data from infected liver biopsies obtained from database. Importantly, higher expression of ACE2 increased HCV infection by enhancing its binding to the host cell, underscoring its role in the HCV life cycle as well. Transcriptome analysis revealed that shared host signaling pathways were induced in HCV-SARS-CoV-2 coinfection. This study revealed complex interactions between HCV and SARS-CoV-2 infections in hepatocytes, which may lead to the increased liver damage recently reported in HCV-positive COVID-19 patients. IMPORTANCE Here, we provide the first experimental evidence for the coexistence of SARS-CoV-2 infection with HCV, and the interplay between them. The study revealed a complex relationship of enhancement between the two viruses, where HCV infection increased the expression of the SARS-CoV-2 entry receptor ACE2, thus facilitating SARS-CoV-2 entry, and potentially, also HCV entry. Thereafter, SARS-CoV-2 infection enhanced HCV replication in hepatocytes. This study may explain the aggravation of liver damage that was recently reported in COVID-19 patients with HCV coinfection and suggests preinfection with HCV as a risk factor for severe COVID-19. Moreover, it highlights the possible importance of HCV treatment for coinfected patients. In a broader view, these findings emphasize the importance of identifying coinfecting pathogens that increase the risk of SARS-CoV-2 infection and that may accelerate COVID-19-related co-morbidities.
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Affiliation(s)
- Tom Domovitz
- Molecular Virology Lab, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Samer Ayoub
- Molecular Virology Lab, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Michal Werbner
- Molecular Virology Lab, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Joel Alter
- The Laboratory of Structural Biology of Infectious Diseases, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Lee Izhaki Tavor
- The Laboratory of Structural Biology of Infectious Diseases, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Yfat Yahalom-Ronen
- Department of Infectious Diseases, Israel Institute for Biological Research, Ness Ziona, Israel
| | - Evgeny Tikhonov
- The Lab of Genomic Instability and Cancer, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Tomer Meirson
- The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
- Davidoff Cancer Center, Rabin Medical Center-Beilinson Hospital, Petah Tikva, Israel
| | - Yaakov Maman
- The Lab of Genomic Instability and Cancer, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Nir Paran
- Department of Infectious Diseases, Israel Institute for Biological Research, Ness Ziona, Israel
| | - Tomer Israely
- Department of Infectious Diseases, Israel Institute for Biological Research, Ness Ziona, Israel
| | - Moshe Dessau
- The Laboratory of Structural Biology of Infectious Diseases, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Meital Gal-Tanamy
- Molecular Virology Lab, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
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18
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Qin R, Kurz E, Chen S, Zeck B, Chiribogas L, Jackson D, Herchen A, Attia T, Carlock M, Rapkiewicz A, Bar-Sagi D, Ritchie B, Ross TM, Mahal LK. α2,6-Sialylation Is Upregulated in Severe COVID-19, Implicating the Complement Cascade. ACS Infect Dis 2022; 8:2348-2361. [PMID: 36219583 PMCID: PMC9578644 DOI: 10.1021/acsinfecdis.2c00421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Indexed: 01/29/2023]
Abstract
Better understanding of the molecular mechanisms underlying COVID-19 severity is desperately needed in current times. Although hyper-inflammation drives severe COVID-19, precise mechanisms triggering this cascade and what role glycosylation might play therein are unknown. Here we report the first high-throughput glycomic analysis of COVID-19 plasma samples and autopsy tissues. We find that α2,6-sialylation is upregulated in the plasma of patients with severe COVID-19 and in autopsied lung tissue. This glycan motif is enriched on members of the complement cascade (e.g., C5, C9), which show higher levels of sialylation in severe COVID-19. In the lung tissue, we observe increased complement deposition, associated with elevated α2,6-sialylation levels, corresponding to elevated markers of poor prognosis (IL-6) and fibrotic response. We also observe upregulation of the α2,6-sialylation enzyme ST6GAL1 in patients who succumbed to COVID-19. Our work identifies a heretofore undescribed relationship between sialylation and complement in severe COVID-19, potentially informing future therapeutic development.
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Affiliation(s)
- Rui Qin
- Department
of Chemistry, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Emma Kurz
- Department
of Cell Biology, NYU Grossman School of
Medicine, 550 First Avenue, New York, New York 10016, United
States
| | - Shuhui Chen
- Department
of Chemistry, Biomedical Research Institute, New York University, New York, New York10003, United States
| | - Briana Zeck
- Center
for Biospecimen Research and Development, NYU Langone, New York, New York 10016, United
States
| | - Luis Chiribogas
- Center
for Biospecimen Research and Development, NYU Langone, New York, New York 10016, United
States
| | - Dana Jackson
- University
of Alberta Hospital, Edmonton, Alberta T6G 2B7, Canada
| | - Alex Herchen
- University
of Alberta Hospital, Edmonton, Alberta T6G 2B7, Canada
| | - Tyson Attia
- University
of Alberta Hospital, Edmonton, Alberta T6G 2B7, Canada
| | - Michael Carlock
- Center for
Vaccines and Immunology, University of Georgia, Athens, Georgia 30605, United States
| | - Amy Rapkiewicz
- Department
of Pathology, NYU Long Island School of
Medicine, Mineola, New York 11501, United
States
| | - Dafna Bar-Sagi
- Department
of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, New York 10016, United States
| | - Bruce Ritchie
- University
of Alberta Hospital, Edmonton, Alberta T6G 2B7, Canada
| | - Ted M. Ross
- Center for
Vaccines and Immunology, University of Georgia, Athens, Georgia 30605, United States
| | - Lara K. Mahal
- Department
of Chemistry, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
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19
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Margaroli C, Benson P, Gastanadui MG, Song C, Viera L, Xing D, Wells JM, Patel R, Gaggar A, Payne GA. Spatial transcriptomic profiling of coronary endothelial cells in SARS-CoV-2 myocarditis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2022:2022.09.25.509426. [PMID: 36203548 PMCID: PMC9536040 DOI: 10.1101/2022.09.25.509426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
OBJECTIVES Our objective was to examine coronary endothelial and myocardial programming in patients with severe COVID-19 utilizing digital spatial transcriptomics. BACKGROUND Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) has well-established links to thrombotic and cardiovascular events. Endothelial cell infection was initially proposed to initiate vascular events; however, this paradigm has sparked growing controversy. The significance of myocardial infection also remains unclear. METHODS Autopsy-derived cardiac tissue from control (n = 4) and COVID-19 (n = 8) patients underwent spatial transcriptomic profiling to assess differential expression patterns in myocardial and coronary vascular tissue. Our approach enabled transcriptional profiling in situ with preserved anatomy and unaltered local SARS-CoV-2 expression. In so doing, we examined the paracrine effect of SARS-CoV-2 infection in cardiac tissue. RESULTS We observed heterogeneous myocardial infection that tended to colocalize with CD31 positive cells within coronary capillaries. Despite these differences, COVID-19 patients displayed a uniform and unique myocardial transcriptional profile independent of local viral burden. Segmentation of tissues directly infected with SARS-CoV-2 showed unique, pro-inflammatory expression profiles including upregulated mediators of viral antigen presentation and immune regulation. Infected cell types appeared to primarily be capillary endothelial cells as differentially expressed genes included endothelial cell markers. However, there was limited differential expression within the endothelium of larger coronary vessels. CONCLUSIONS Our results highlight altered myocardial programming during severe COVID-19 that may in part be associated with capillary endothelial cells. However, similar patterns were not observed in larger vessels, diminishing endotheliitis and endothelial activation as key drivers of cardiovascular events during COVID-19. CONDENSED ABSTRACT SARS-CoV-2 is linked to thrombotic and cardiovascular events; however, the mechanism remains uncertain. Our objective was to examine coronary endothelial and myocardial programming in patients with severe COVID-19 utilizing digital spatial transcriptomics. Autopsy-derived coronary arterial and cardiac tissues from control and COVID-19 patients underwent spatial transcriptomic profiling. Our approach enabled transcriptional profiling in situ with preserved anatomy and unaltered local SARS-CoV-2 expression. We observed unique, pro-inflammatory expression profiles among all COVID-19 patients. While heterogeneous viral expression was noted within the tissue, SARS-CoV-2 tended to colocalize with CD31 positive cells within coronary capillaries and was associated with unique expression profiles. Similar patterns were not observed in larger coronary vessels. Our results highlight altered myocardial programming during severe COVID-19 that may in part be associated with capillary endothelial cells. Such results diminish coronary arterial endotheliitis and endothelial activation as key drivers of cardiovascular events during COVID-19 infection. LIST OF HIGHLIGHTS SARS-CoV-2 has variable expression patterns within the myocardium of COVID-19 patientsSARS-CoV-2 infection induces a unique myocardial transcriptional programming independent of local viral burdenSARS-CoV-2 myocarditis is predominantly associated with capillaritis, and tissues directly infected with SARS-CoV-2 have unique, pro-inflammatory expression profilesDiffuse endothelial activation of larger coronary vessels was absent, diminishing large artery endotheliitis as a significant contributor to cardiovascular events during COVID-19 infection.
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20
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Arriaga-Canon C, Contreras-Espinosa L, Rebollar-Vega R, Montiel-Manríquez R, Cedro-Tanda A, García-Gordillo JA, Álvarez-Gómez RM, Jiménez-Trejo F, Castro-Hernández C, Herrera LA. Transcriptomics and RNA-Based Therapeutics as Potential Approaches to Manage SARS-CoV-2 Infection. Int J Mol Sci 2022; 23:11058. [PMID: 36232363 PMCID: PMC9570475 DOI: 10.3390/ijms231911058] [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: 08/01/2022] [Revised: 09/13/2022] [Accepted: 09/14/2022] [Indexed: 11/24/2022] Open
Abstract
SARS-CoV-2 is a coronavirus family member that appeared in China in December 2019 and caused the disease called COVID-19, which was declared a pandemic in 2020 by the World Health Organization. In recent months, great efforts have been made in the field of basic and clinical research to understand the biology and infection processes of SARS-CoV-2. In particular, transcriptome analysis has contributed to generating new knowledge of the viral sequences and intracellular signaling pathways that regulate the infection and pathogenesis of SARS-CoV-2, generating new information about its biology. Furthermore, transcriptomics approaches including spatial transcriptomics, single-cell transcriptomics and direct RNA sequencing have been used for clinical applications in monitoring, detection, diagnosis, and treatment to generate new clinical predictive models for SARS-CoV-2. Consequently, RNA-based therapeutics and their relationship with SARS-CoV-2 have emerged as promising strategies to battle the SARS-CoV-2 pandemic with the assistance of novel approaches such as CRISPR-CAS, ASOs, and siRNA systems. Lastly, we discuss the importance of precision public health in the management of patients infected with SARS-CoV-2 and establish that the fusion of transcriptomics, RNA-based therapeutics, and precision public health will allow a linkage for developing health systems that facilitate the acquisition of relevant clinical strategies for rapid decision making to assist in the management and treatment of the SARS-CoV-2-infected population to combat this global public health problem.
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Affiliation(s)
- Cristian Arriaga-Canon
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología-Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México (UNAM), Avenida San Fernando No. 22 ColC. Sección XVI, Tlalpan. C.P., Mexico City 14080, Mexico
| | - Laura Contreras-Espinosa
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología-Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México (UNAM), Avenida San Fernando No. 22 ColC. Sección XVI, Tlalpan. C.P., Mexico City 14080, Mexico
| | - Rosa Rebollar-Vega
- Genomics Laboratory, Red de Apoyo a la Investigación, Universidad Nacional Autónoma de México, Vasco de Quiroga 15, Belisario Domínguez Secc 16, Tlalpan, Mexico City 14080, Mexico
| | - Rogelio Montiel-Manríquez
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología-Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México (UNAM), Avenida San Fernando No. 22 ColC. Sección XVI, Tlalpan. C.P., Mexico City 14080, Mexico
| | - Alberto Cedro-Tanda
- Instituto Nacional de Medicina Genómica, Periférico Sur 4809, Arenal Tepepan, Tlalpan. C.P., Mexico City 14610, Mexico
| | - José Antonio García-Gordillo
- Oncología Médica, Instituto Nacional de Cancerología, Avenida San Fernando No. 22 Col. Sección XVI, Tlalpan. C.P., Mexico City 14080, Mexico
| | - Rosa María Álvarez-Gómez
- Clínica de Cáncer Hereditario, Instituto Nacional de Cancerología, Avenida San Fernando No. 22 Col. Sección XVI, Tlalpan. C.P., Mexico City 14080, Mexico
| | - Francisco Jiménez-Trejo
- Instituto Nacional de Pediatría, Insurgentes Sur No. 3700-C, Coyoacán. C.P., Mexico City 04530, Mexico
| | - Clementina Castro-Hernández
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología-Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México (UNAM), Avenida San Fernando No. 22 ColC. Sección XVI, Tlalpan. C.P., Mexico City 14080, Mexico
| | - Luis A. Herrera
- Unidad de Investigación Biomédica en Cáncer, Instituto Nacional de Cancerología-Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México (UNAM), Avenida San Fernando No. 22 ColC. Sección XVI, Tlalpan. C.P., Mexico City 14080, Mexico
- Instituto Nacional de Medicina Genómica, Periférico Sur 4809, Arenal Tepepan, Tlalpan. C.P., Mexico City 14610, Mexico
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21
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Zacharias M, Kashofer K, Wurm P, Regitnig P, Schütte M, Neger M, Ehmann S, Marsh LM, Kwapiszewska G, Loibner M, Birnhuber A, Leitner E, Thüringer A, Winter E, Sauer S, Pollheimer MJ, Vagena FR, Lackner C, Jelusic B, Ogilvie L, Durdevic M, Timmermann B, Lehrach H, Zatloukal K, Gorkiewicz G. Host and microbiome features of secondary infections in lethal covid-19. iScience 2022; 25:104926. [PMID: 35992303 PMCID: PMC9374491 DOI: 10.1016/j.isci.2022.104926] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 07/12/2022] [Accepted: 08/09/2022] [Indexed: 12/15/2022] Open
Abstract
Secondary infections contribute significantly to covid-19 mortality but driving factors remain poorly understood. Autopsies of 20 covid-19 cases and 14 controls from the first pandemic wave complemented with microbial cultivation and RNA-seq from lung tissues enabled description of major organ pathologies and specification of secondary infections. Lethal covid-19 segregated into two main death causes with either dominant diffuse alveolar damage (DAD) or secondary pneumonias. The lung microbiome in covid-19 showed a reduced biodiversity and increased prototypical bacterial and fungal pathogens in cases of secondary pneumonias. RNA-seq distinctly mirrored death causes and stratified DAD cases into subgroups with differing cellular compositions identifying myeloid cells, macrophages and complement C1q as strong separating factors suggesting a pathophysiological link. Together with a prominent induction of inhibitory immune-checkpoints our study highlights profound alterations of the lung immunity in covid-19 wherein a reduced antimicrobial defense likely drives development of secondary infections on top of SARS-CoV-2 infection. Covid-19 autopsy cohort complemented with microbial cultivation and deep sequencing Major death causes stratify into DAD and secondary pneumonias Prototypical bacterial and fungal agents are found in secondary pneumonias Macrophages and C1q stratify DAD subgroups and indicate immune impairment in lungs
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Affiliation(s)
- Martin Zacharias
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Karl Kashofer
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Philipp Wurm
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Peter Regitnig
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Moritz Schütte
- Alacris Theranostics GmbH, Max-Planck-Strasse 3, 12489 Berlin, Germany
| | - Margit Neger
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Sandra Ehmann
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Leigh M Marsh
- Ludwig Boltzmann Institute for Lung Vascular Research, Neue Stiftingtalstrasse 6/VI, 8010 Graz, Austria
| | - Grazyna Kwapiszewska
- Ludwig Boltzmann Institute for Lung Vascular Research, Neue Stiftingtalstrasse 6/VI, 8010 Graz, Austria
| | - Martina Loibner
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Anna Birnhuber
- Ludwig Boltzmann Institute for Lung Vascular Research, Neue Stiftingtalstrasse 6/VI, 8010 Graz, Austria
| | - Eva Leitner
- Diagnostic and Research Institute of Hygiene, Microbiology and Environmental Medicine, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Andrea Thüringer
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Elke Winter
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Stefan Sauer
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Marion J Pollheimer
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Fotini R Vagena
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Carolin Lackner
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Barbara Jelusic
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Lesley Ogilvie
- Alacris Theranostics GmbH, Max-Planck-Strasse 3, 12489 Berlin, Germany
| | - Marija Durdevic
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Bernd Timmermann
- Max Planck Institute for Molecular Genetics, Ihnestrasse 63, 14195 Berlin, Germany
| | - Hans Lehrach
- Alacris Theranostics GmbH, Max-Planck-Strasse 3, 12489 Berlin, Germany.,Max Planck Institute for Molecular Genetics, Ihnestrasse 63, 14195 Berlin, Germany
| | - Kurt Zatloukal
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
| | - Gregor Gorkiewicz
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Neue Stiftingtalstrasse 6, 8010 Graz, Austria
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22
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Qin R, Kurz E, Chen S, Zeck B, Chiribogas L, Jackson D, Herchen A, Attia T, Carlock M, Rapkiewicz A, Bar-Sagi D, Ritchie B, Ross TM, Mahal LK. α2,6-Sialylation is Upregulated in Severe COVID-19 Implicating the Complement Cascade. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2022:2022.06.06.22275981. [PMID: 35702159 PMCID: PMC9196116 DOI: 10.1101/2022.06.06.22275981] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Better understanding of the mechanisms of COVID-19 severity is desperately needed in current times. Although hyper-inflammation drives severe COVID-19, precise mechanisms triggering this cascade and what role glycosylation might play therein is unknown. Here we report the first high-throughput glycomic analysis of COVID-19 plasma samples and autopsy tissues. We find α2,6-sialylation is upregulated in plasma of patients with severe COVID-19 and in the lung. This glycan motif is enriched on members of the complement cascade, which show higher levels of sialylation in severe COVID-19. In the lung tissue, we observe increased complement deposition, associated with elevated α2,6-sialylation levels, corresponding to elevated markers of poor prognosis (IL-6) and fibrotic response. We also observe upregulation of the α2,6-sialylation enzyme ST6GAL1 in patients who succumbed to COVID-19. Our work identifies a heretofore undescribed relationship between sialylation and complement in severe COVID-19, potentially informing future therapeutic development.
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Affiliation(s)
- Rui Qin
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Emma Kurz
- Department of Cell Biology, NYU Grossman School of Medicine, 550 1st Avenue, New York, New York, USA
| | - Shuhui Chen
- Department of Chemistry, Biomedical Research Institute, New York University, New York, New York, USA
| | - Briana Zeck
- Center for Biospecimen Research and Development, NYU Langone, New York, New York, USA
| | - Luis Chiribogas
- Center for Biospecimen Research and Development, NYU Langone, New York, New York, USA
| | - Dana Jackson
- University of Alberta Hospital, Edmonton, Alberta, Canada
| | - Alex Herchen
- University of Alberta Hospital, Edmonton, Alberta, Canada
| | - Tyson Attia
- University of Alberta Hospital, Edmonton, Alberta, Canada
| | - Michael Carlock
- Center for Vaccines and Immunology, University of Georgia, Athens, Georgia, USA
| | - Amy Rapkiewicz
- Department of Pathology, NYU Long Island School of Medicine, Mineola, NY, USA
| | - Dafna Bar-Sagi
- Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, New York, USA
| | - Bruce Ritchie
- University of Alberta Hospital, Edmonton, Alberta, Canada
| | - Ted M. Ross
- Center for Vaccines and Immunology, University of Georgia, Athens, Georgia, USA
| | - Lara K. Mahal
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
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23
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Upadhya S, Rehman J, Malik AB, Chen S. Mechanisms of Lung Injury Induced by SARS-CoV-2 Infection. Physiology (Bethesda) 2022; 37:88-100. [PMID: 34698589 PMCID: PMC8873036 DOI: 10.1152/physiol.00033.2021] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 10/21/2021] [Accepted: 10/25/2021] [Indexed: 01/02/2023] Open
Abstract
The lung is the major target organ of SARS-CoV-2 infection, which causes COVID-19. Here, we outline the multistep mechanisms of lung epithelial and endothelial injury induced by SARS-CoV-2: direct viral infection, chemokine/cytokine-mediated damage, and immune cell-mediated lung injury. Finally, we discuss the recent progress in terms of antiviral therapeutics as well as the development of anti-inflammatory or immunomodulatory therapeutic approaches. This review also provides a systematic overview of the models for studying SARS-CoV-2 infection and discusses how an understanding of mechanisms of lung injury will help identify potential targets for future drug development to mitigate lung injury.
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Affiliation(s)
- Samsara Upadhya
- Department of Surgery, Weill Cornell Medicine, New York, New York
| | - Jalees Rehman
- Division of Cardiology, Department of Medicine, University of Illinois College of Medicine, Chicago, Illinois
- Department of Pharmacology and Regenerative Medicine, University of Illinois College of Medicine, Chicago, Illinois
| | - Asrar B Malik
- Division of Cardiology, Department of Medicine, University of Illinois College of Medicine, Chicago, Illinois
| | - Shuibing Chen
- Department of Surgery, Weill Cornell Medicine, New York, New York
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24
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Park J, Foox J, Hether T, Danko DC, Warren S, Kim Y, Reeves J, Butler DJ, Mozsary C, Rosiene J, Shaiber A, Afshin EE, MacKay M, Rendeiro AF, Bram Y, Chandar V, Geiger H, Craney A, Velu P, Melnick AM, Hajirasouliha I, Beheshti A, Taylor D, Saravia-Butler A, Singh U, Wurtele ES, Schisler J, Fennessey S, Corvelo A, Zody MC, Germer S, Salvatore S, Levy S, Wu S, Tatonetti NP, Shapira S, Salvatore M, Westblade LF, Cushing M, Rennert H, Kriegel AJ, Elemento O, Imielinski M, Rice CM, Borczuk AC, Meydan C, Schwartz RE, Mason CE. System-wide transcriptome damage and tissue identity loss in COVID-19 patients. Cell Rep Med 2022; 3:100522. [PMID: 35233546 PMCID: PMC8784611 DOI: 10.1016/j.xcrm.2022.100522] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 12/22/2021] [Accepted: 01/16/2022] [Indexed: 01/07/2023]
Abstract
The molecular mechanisms underlying the clinical manifestations of coronavirus disease 2019 (COVID-19), and what distinguishes them from common seasonal influenza virus and other lung injury states such as acute respiratory distress syndrome, remain poorly understood. To address these challenges, we combine transcriptional profiling of 646 clinical nasopharyngeal swabs and 39 patient autopsy tissues to define body-wide transcriptome changes in response to COVID-19. We then match these data with spatial protein and expression profiling across 357 tissue sections from 16 representative patient lung samples and identify tissue-compartment-specific damage wrought by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, evident as a function of varying viral loads during the clinical course of infection and tissue-type-specific expression states. Overall, our findings reveal a systemic disruption of canonical cellular and transcriptional pathways across all tissues, which can inform subsequent studies to combat the mortality of COVID-19 and to better understand the molecular dynamics of lethal SARS-CoV-2 and other respiratory infections.
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Affiliation(s)
- Jiwoon Park
- Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY, USA
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA
| | - Jonathan Foox
- Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
| | | | - David C. Danko
- Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
- Tri-Institutional Computational Biology & Medicine Program, Weill Cornell Medicine, New York, NY, USA
| | | | - Youngmi Kim
- NanoString Technologies, Inc., Seattle, WA, USA
| | | | - Daniel J. Butler
- Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY, USA
| | - Christopher Mozsary
- Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY, USA
| | - Joel Rosiene
- New York Genome Center, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Alon Shaiber
- New York Genome Center, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Evan E. Afshin
- Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
| | - Matthew MacKay
- Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY, USA
| | - André F. Rendeiro
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
- Englander Institute for Precision Medicine and the Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Yaron Bram
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | | | | | - Arryn Craney
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Priya Velu
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Ari M. Melnick
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Iman Hajirasouliha
- Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
- Englander Institute for Precision Medicine and the Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Afshin Beheshti
- KBR, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Deanne Taylor
- Department of Biomedical and Health Informatics, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Amanda Saravia-Butler
- Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA, USA
- Logyx, LLC, Mountain View, CA, USA
| | - Urminder Singh
- Bioinformatics and Computational Biology Program, Center for Metabolic Biology, Department of Genetics, Development and Cell Biology Iowa State University, Ames, IA, USA
| | - Eve Syrkin Wurtele
- Bioinformatics and Computational Biology Program, Center for Metabolic Biology, Department of Genetics, Development and Cell Biology Iowa State University, Ames, IA, USA
| | - Jonathan Schisler
- McAllister Heart Institute at The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Pharmacology, and Department of Pathology and Lab Medicine at The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | | | | | | | - Steven Salvatore
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Shawn Levy
- HudsonAlpha Discovery Institute, Huntsville, AL, USA
| | - Shixiu Wu
- Hangzhou Cancer Institute, Hangzhou Cancer Hospital, Hangzhou, China
- Department of Radiation Oncology, Hangzhou Cancer Hospital, Hangzhou, China
| | - Nicholas P. Tatonetti
- Department of Biomedical Informatics, Department of Systems Biology, Department of Medicine, Institute for Genomic Medicine, Columbia University, New York, NY, USA
| | - Sagi Shapira
- Department of Biomedical Informatics, Department of Systems Biology, Department of Medicine, Institute for Genomic Medicine, Columbia University, New York, NY, USA
| | - Mirella Salvatore
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
| | - Lars F. Westblade
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Melissa Cushing
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Hanna Rennert
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Alison J. Kriegel
- Department of Physiology, Cardiovascular Center, Center of Systems Molecular Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Olivier Elemento
- Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY, USA
- Tri-Institutional Computational Biology & Medicine Program, Weill Cornell Medicine, New York, NY, USA
- Englander Institute for Precision Medicine and the Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Marcin Imielinski
- New York Genome Center, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Charles M. Rice
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA
| | - Alain C. Borczuk
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Cem Meydan
- Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
| | - Robert E. Schwartz
- Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY, USA
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Christopher E. Mason
- Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
- New York Genome Center, New York, NY, USA
- The Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, USA
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25
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Milross L, Majo J, Cooper N, Kaye PM, Bayraktar O, Filby A, Fisher AJ. Post-mortem lung tissue: the fossil record of the pathophysiology and immunopathology of severe COVID-19. THE LANCET. RESPIRATORY MEDICINE 2022; 10:95-106. [PMID: 34871544 PMCID: PMC8641959 DOI: 10.1016/s2213-2600(21)00408-2] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 08/05/2021] [Accepted: 08/21/2021] [Indexed: 12/15/2022]
Abstract
The lungs are the main site that is affected in severe COVID-19, and post-mortem lung tissue provides crucial insights into the pathophysiology of severe disease. From basic histology to state-of-the-art multiparameter digital pathology technologies, post-mortem lung tissue provides snapshots of tissue architecture, and resident and inflammatory cell phenotypes and composition at the time of death. Contrary to early assumptions that COVID-19 in the lungs is a uniform disease, post-mortem findings have established a high degree of disease heterogeneity. Classic diffuse alveolar damage represents just one phenotype, with disease divisible by early and late progression as well as by pathophysiological process. A distinct lung tissue state occurs with secondary infection; extrapulmonary causes of death might also originate from a pathological process in the lungs linked to microthrombosis. This heterogeneity of COVID-19 lung disease must be recognised in the management of patients and in the development of novel treatment strategies.
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Affiliation(s)
- Luke Milross
- Newcastle University Translational and Clinical Research Institute, Newcastle upon Tyne, UK
| | - Joaquim Majo
- Department of Cellular Pathology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Nigel Cooper
- Department of Cellular Pathology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Paul M Kaye
- York Biomedical Research Institute, Hull York Medical School, University of York, York, UK
| | - Omer Bayraktar
- Cellular Genetics Institute, Wellcome Sanger Institute, Cambridge, UK
| | - Andrew Filby
- Innovation Methodology and Application Research Theme, Biosciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Andrew J Fisher
- Newcastle University Translational and Clinical Research Institute, Newcastle upon Tyne, UK; Institute of Transplantation, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.
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26
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Benson PV, Litovsky SH, Steyn AJC, Margaroli C, Iriabho E, Anderson PG. Use of Telepathology to Facilitate COVID-19 Research and Education through an Online COVID-19 Autopsy Biorepository. J Pathol Inform 2021; 12:48. [PMID: 34934523 PMCID: PMC8652340 DOI: 10.4103/jpi.jpi_15_21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 10/11/2021] [Accepted: 09/13/2021] [Indexed: 12/21/2022] Open
Abstract
Introduction: The coronavirus disease 2019 (COVID-19) pandemic has increased the use of technology for communication including departmental conferences, working remotely, and distance teaching. Methods to enable these activities should be developed and promulgated. Objective: To repurpose a preexisting educational website to enable the development of a COVID-19 autopsy biorepository to support distance teaching and COVID-19 research. Methods: After consent was obtained, autopsies were performed on patients with a confirmed positive severe acute respiratory syndrome coronavirus-2 reverse-transcriptase-polymerase-chain reaction test. Autopsies were performed according to a COVID-19 protocol, and all patients underwent both gross and microscopic examination. The H and E histology slides were scanned using a Leica Biosystems Aperio CS ScanScope whole slide scanner and the digital slide files were converted to deep zoom images that could be uploaded to the University of Alabama at Birmingham (UAB) Pathology Educational Instructional Resource website where virtual microscopy of the slides is available. Results: A total of 551 autopsy slides from 24 UAB COVID-19 cases, 1 influenza H1N1 case and 1 tuberculosis case were scanned and uploaded. Five separate COVID-19 research teams used the digital slides remotely with or without a pathologist on a Zoom call. The scanned slides were used to produce one published case report and one published research project. The digital COVID-19 autopsy biorepository was routinely used for educational conferences and research meetings locally, nationally and internationally. Conclusion: The repurposing of a pre-existing website enabled telepathology consultation for research and education purposes. Combined with other communication technology (Zoom) this achievement highlights what is possible using pre-existing technologies during a global pandemic.
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Affiliation(s)
- Paul V Benson
- Division of Anatomic Pathology, Department of Pathology, University of Alabama at Birmingham, Durban, South Africa, South Africa
| | - Silvio H Litovsky
- Division of Anatomic Pathology, Department of Pathology, University of Alabama at Birmingham, Durban, South Africa, South Africa
| | - Adrie J C Steyn
- Africa Health Research Institute, University of KwaZulu Natal, Durban, South Africa
| | - Camilla Margaroli
- Department of Medicine, Division of Pulmonary, Allergy & Critical Care Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA.,Program in Protease and Matrix Biology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Egiebade Iriabho
- Division of Genomic Diagnostics & Bioinformatics, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Peter G Anderson
- Division of Molecular and Cellular Pathology, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama, USA
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27
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Lazzeri C, Bonizzoli M, Peris A. The Clinical Role of Right Ventricle Changes in COVID-19 Respiratory Failure Depends on Disease Severity. J Cardiothorac Vasc Anesth 2021; 36:922-923. [PMID: 34937675 PMCID: PMC8685304 DOI: 10.1053/j.jvca.2021.11.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 11/12/2021] [Accepted: 11/17/2021] [Indexed: 11/11/2022]
Affiliation(s)
- Chiara Lazzeri
- Intensive Care Unit and Regional ECMO Referral Centre Emergency Department, Florence, Italy.
| | - Manuela Bonizzoli
- Intensive Care Unit and Regional ECMO Referral Centre Emergency Department, Florence, Italy
| | - Adirano Peris
- Intensive Care Unit and Regional ECMO Referral Centre Emergency Department, Florence, Italy
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28
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Sen’kova AV, Savin IA, Brenner EV, Zenkova MA, Markov AV. Core genes involved in the regulation of acute lung injury and their association with COVID-19 and tumor progression: A bioinformatics and experimental study. PLoS One 2021; 16:e0260450. [PMID: 34807957 PMCID: PMC8608348 DOI: 10.1371/journal.pone.0260450] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 11/09/2021] [Indexed: 12/12/2022] Open
Abstract
Acute lung injury (ALI) is a specific form of lung damage caused by different infectious and non-infectious agents, including SARS-CoV-2, leading to severe respiratory and systemic inflammation. To gain deeper insight into the molecular mechanisms behind ALI and to identify core elements of the regulatory network associated with this pathology, key genes involved in the regulation of the acute lung inflammatory response (Il6, Ccl2, Cat, Serpine1, Eln, Timp1, Ptx3, Socs3) were revealed using comprehensive bioinformatics analysis of whole-genome microarray datasets, functional annotation of differentially expressed genes (DEGs), reconstruction of protein-protein interaction networks and text mining. The bioinformatics data were validated using a murine model of LPS-induced ALI; changes in the gene expression patterns were assessed during ALI progression and prevention by anti-inflammatory therapy with dexamethasone and the semisynthetic triterpenoid soloxolone methyl (SM), two agents with different mechanisms of action. Analysis showed that 7 of 8 revealed ALI-related genes were susceptible to LPS challenge (up-regulation: Il6, Ccl2, Cat, Serpine1, Eln, Timp1, Socs3; down-regulation: Cat) and their expression was reversed by the pre-treatment of mice with both anti-inflammatory agents. Furthermore, ALI-associated nodal genes were analysed with respect to SARS-CoV-2 infection and lung cancers. The overlap with DEGs identified in postmortem lung tissues from COVID-19 patients revealed genes (Saa1, Rsad2, Ifi44, Rtp4, Mmp8) that (a) showed a high degree centrality in the COVID-19-related regulatory network, (b) were up-regulated in murine lungs after LPS administration, and (c) were susceptible to anti-inflammatory therapy. Analysis of ALI-associated key genes using The Cancer Genome Atlas showed their correlation with poor survival in patients with lung neoplasias (Ptx3, Timp1, Serpine1, Plaur). Taken together, a number of key genes playing a core function in the regulation of lung inflammation were found, which can serve both as promising therapeutic targets and molecular markers to control lung ailments, including COVID-19-associated ALI.
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Affiliation(s)
- Aleksandra V. Sen’kova
- Laboratory of Nucleic Acids Biochemistry, Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| | - Innokenty A. Savin
- Laboratory of Nucleic Acids Biochemistry, Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| | - Evgenyi V. Brenner
- Laboratory of Nucleic Acids Biochemistry, Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| | - Marina A. Zenkova
- Laboratory of Nucleic Acids Biochemistry, Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| | - Andrey V. Markov
- Laboratory of Nucleic Acids Biochemistry, Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
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29
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Kulasinghe A, Tan CW, Dos Santos Miggiolaro AFR, Monkman J, SadeghiRad H, Bhuva DD, da Silva Motta Junior J, Vaz de Paula CB, Nagashima S, Baena CP, Souza-Fonseca-Guimaraes P, de Noronha L, McCulloch T, Rodrigues Rossi G, Cooper C, Tang B, Short KR, Davis MJ, Souza-Fonseca-Guimaraes F, Belz GT, O'Byrne K. Profiling of lung SARS-CoV-2 and influenza virus infection dissects virus-specific host responses and gene signatures. Eur Respir J 2021; 59:13993003.01881-2021. [PMID: 34675048 PMCID: PMC8542865 DOI: 10.1183/13993003.01881-2021] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 10/07/2021] [Indexed: 01/08/2023]
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that emerged in late 2019 has spread globally, causing a pandemic of respiratory illness designated coronavirus disease 2019 (COVID-19). A better definition of the pulmonary host response to SARS-CoV-2 infection is required to understand viral pathogenesis and to validate putative COVID-19 biomarkers that have been proposed in clinical studies. Here, we use targeted transcriptomics of FFPE tissue using the Nanostring GeoMX™ platform to generate an in-depth picture of the pulmonary transcriptional landscape of COVID-19, pandemic H1N1 influenza and uninfected control patients. Host transcriptomics showed a significant upregulation of genes associated with inflammation, type I interferon production, coagulation and angiogenesis in the lungs of COVID-19 patients compared to non-infected controls. SARS-CoV-2 was non-uniformly distributed in lungs (emphasising the advantages of spatial transcriptomics) with the areas of high viral load associated with an increased type I interferon response. Once the dominant cell type present in the sample, within patient correlations and patient-patient variation had been controlled for, only a very limited number of genes were differentially expressed between the lungs of fatal influenza and COVID-19 patients. Strikingly, the interferon-associated gene IFI27, previously identified as a useful blood biomarker to differentiate bacterial and viral lung infections, was significantly upregulated in the lungs of COVID-19 patients compared to patients with influenza. Collectively, these data demonstrate that spatial transcriptomics is a powerful tool to identify novel gene signatures within tissues, offering new insights into the pathogenesis of SARS-COV-2 to aid in patient triage and treatment.
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Affiliation(s)
- Arutha Kulasinghe
- Queensland University of Technology, School of Biomedical Sciences, Faculty of Health, Brisbane, Queensland, Australia .,Translational Research Institute, Brisbane, Queensland, Australia.,University of Queensland Diamantina Institute, University of Queensland, Woollongabba, Queensland, Australia.,co-first authors
| | - Chin Wee Tan
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne, Victoria, Australia.,Department of Medical Biology, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia.,co-first authors
| | - Anna Flavia Ribeiro Dos Santos Miggiolaro
- Postgraduate Program of Health Sciences - School of Medicine - Hospital Marcelino Champagnat - Pontifícia Universidade Católica do Paraná (PUCPR), Curitiba, PR, Brazil.,co-first authors
| | - James Monkman
- Queensland University of Technology, School of Biomedical Sciences, Faculty of Health, Brisbane, Queensland, Australia.,Translational Research Institute, Brisbane, Queensland, Australia
| | - Habib SadeghiRad
- Queensland University of Technology, School of Biomedical Sciences, Faculty of Health, Brisbane, Queensland, Australia.,Translational Research Institute, Brisbane, Queensland, Australia
| | - Dharmesh D Bhuva
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne, Victoria, Australia.,Department of Medical Biology, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Jarbas da Silva Motta Junior
- Postgraduate Program of Health Sciences - School of Medicine - Hospital Marcelino Champagnat - Pontifícia Universidade Católica do Paraná (PUCPR), Curitiba, PR, Brazil
| | - Caroline Busatta Vaz de Paula
- Postgraduate Program of Health Sciences - School of Medicine - Hospital Marcelino Champagnat - Pontifícia Universidade Católica do Paraná (PUCPR), Curitiba, PR, Brazil
| | - Seigo Nagashima
- Postgraduate Program of Health Sciences - School of Medicine - Hospital Marcelino Champagnat - Pontifícia Universidade Católica do Paraná (PUCPR), Curitiba, PR, Brazil
| | - Cristina Pellegrino Baena
- School of Medicine & Center of Education, Research and Innovation - Hospital Marcelino Champagnat - Pontifícia Universidade Católica do Paraná (PUCPR), Curitiba, Brazil
| | - Paulo Souza-Fonseca-Guimaraes
- Department of Medical Biology, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Lucia de Noronha
- Laboratory of Experimental Pathology - School of Medicine - Pontifícia Universidade Católica do Paraná (PUCPR), Curitiba, Brazil
| | - Timothy McCulloch
- Translational Research Institute, Brisbane, Queensland, Australia.,University of Queensland Diamantina Institute, University of Queensland, Woollongabba, Queensland, Australia
| | - Gustavo Rodrigues Rossi
- Translational Research Institute, Brisbane, Queensland, Australia.,University of Queensland Diamantina Institute, University of Queensland, Woollongabba, Queensland, Australia
| | - Caroline Cooper
- Pathology Queensland, Princess Alexandra Hospital, Woolloongabba, Queensland, Australia.,University of Queensland, Faculty of Medicine, Woolloongabba, Queensland, Australia
| | - Benjamin Tang
- Centre for Immunology and Allergy Research, the Westmead Institute for Medical Research, Sydney, NSW, Australia
| | - Kirsty R Short
- The University of Queensland, School of Chemistry and Molecular Biosciences, St Lucia, Brisbane, Queensland, Australia.,Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, Queensland, Australia.,co-senior authors
| | - Melissa J Davis
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne, Victoria, Australia.,Department of Medical Biology, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia.,Department of Clinical Pathology, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, VIC, Australia.,co-senior authors
| | - Fernando Souza-Fonseca-Guimaraes
- Translational Research Institute, Brisbane, Queensland, Australia.,University of Queensland Diamantina Institute, University of Queensland, Woollongabba, Queensland, Australia.,co-senior authors
| | - Gabrielle T Belz
- Translational Research Institute, Brisbane, Queensland, Australia.,University of Queensland Diamantina Institute, University of Queensland, Woollongabba, Queensland, Australia.,The Walter and Eliza Hall Institute of Medical Research, Parkville, Melbourne, Victoria, Australia.,Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, Queensland, Australia.,co-senior authors
| | - Ken O'Byrne
- Queensland University of Technology, School of Biomedical Sciences, Faculty of Health, Brisbane, Queensland, Australia.,Translational Research Institute, Brisbane, Queensland, Australia.,co-senior authors
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30
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Lazzeri C, Bonizzoli M, Batacchi S, Cianchi G, Franci N, Socci F, Peris A. Persistent Right Ventricle Dilatation in SARS-CoV-2-Related Acute Respiratory Distress Syndrome on Extracorporeal Membrane Oxygenation Support. J Cardiothorac Vasc Anesth 2021; 36:1956-1961. [PMID: 34538743 PMCID: PMC8379897 DOI: 10.1053/j.jvca.2021.08.028] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 08/02/2021] [Accepted: 08/18/2021] [Indexed: 01/19/2023]
Abstract
Objectives Venovenous extracorporeal membrane oxygenation (ECMO) support may be considered in experienced centers for patients with acute respiratory distress syndrome (ARDS) due to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection refractory to conventional treatment. In ECMO patients, echocardiography has emerged as a clinical tool for implantation and clinical management; but to date, little data are available on COVID-related ARDS patients requiring ECMO. The authors assessed the incidence of right ventricular dilatation and dysfunction (RvDys) in patients with COVID-related ARDS requiring ECMO. Design Single-center investigation. Setting Intensive care unit (ICU). Participants A total of 35 patients with COVID-related ARDS requiring ECMO, consecutively admitted to the ICU (March 1, 2020, to February 28, 2021). Interventions Serial echocardiographic examinations. RvDys was defined as RV end-diastolic area/LV end-diastolic area >0.6 and tricuspid annular plane excursion <15 mm. Measurements and Main Results The incidence of RvDys was 15/35 (42%). RvDys patients underwent ECMO support after a longer period of mechanical ventilation (p = 0.006) and exhibited a higher mortality rate (p = 0.024) than those without RvDys. In nonsurvivors, RvDys was observed in all patients (n = nine) who died with unfavorable progression of COVID-related ARDS. In survivors, weaned from ECMO, a significant reduction in systolic pulmonary arterial pressures was detectable. Conclusions According to the authors’ data, in COVID-related ARDS requiring ECMO support, RvDys is common, associated with increased ICU mortality. Overall, the data underscored the clinical role of echocardiography in COVID-related ARDS supported by venovenous ECMO, because serial echocardiographic assessments (especially focused on RV changes) are able to reflect pulmonary COVID disease severity.
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Affiliation(s)
- Chiara Lazzeri
- Intensive Care Unit and Regional ECMO Referral Centre, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy.
| | - Manuela Bonizzoli
- Intensive Care Unit and Regional ECMO Referral Centre, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Stefano Batacchi
- Intensive Care Unit and Regional ECMO Referral Centre, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Giovanni Cianchi
- Intensive Care Unit and Regional ECMO Referral Centre, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Ndrea Franci
- Intensive Care Unit and Regional ECMO Referral Centre, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Filippo Socci
- Intensive Care Unit and Regional ECMO Referral Centre, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Adriano Peris
- Intensive Care Unit and Regional ECMO Referral Centre, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
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31
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Tans R, Dey S, Dey NS, Calder G, O’Toole P, Kaye PM, Heeren RMA. Spatially Resolved Immunometabolism to Understand Infectious Disease Progression. Front Microbiol 2021; 12:709728. [PMID: 34489899 PMCID: PMC8418271 DOI: 10.3389/fmicb.2021.709728] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 07/30/2021] [Indexed: 12/13/2022] Open
Abstract
Infectious diseases, including those of viral, bacterial, fungal, and parasitic origin are often characterized by focal inflammation occurring in one or more distinct tissues. Tissue-specific outcomes of infection are also evident in many infectious diseases, suggesting that the local microenvironment may instruct complex and diverse innate and adaptive cellular responses resulting in locally distinct molecular signatures. In turn, these molecular signatures may both drive and be responsive to local metabolic changes in immune as well as non-immune cells, ultimately shaping the outcome of infection. Given the spatial complexity of immune and inflammatory responses during infection, it is evident that understanding the spatial organization of transcripts, proteins, lipids, and metabolites is pivotal to delineating the underlying regulation of local immunity. Molecular imaging techniques like mass spectrometry imaging and spatially resolved, highly multiplexed immunohistochemistry and transcriptomics can define detailed metabolic signatures at the microenvironmental level. Moreover, a successful complementation of these two imaging techniques would allow multi-omics analyses of inflammatory microenvironments to facilitate understanding of disease pathogenesis and identify novel targets for therapeutic intervention. Here, we describe strategies for downstream data analysis of spatially resolved multi-omics data and, using leishmaniasis as an exemplar, describe how such analysis can be applied in a disease-specific context.
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Affiliation(s)
- Roel Tans
- Division of Imaging Mass Spectrometry, Maastricht Multimodal Molecular Imaging (M4I) Institute, Maastricht University, Maastricht, Netherlands
| | - Shoumit Dey
- Hull York Medical School, York Biomedical Research Institute, University of York, York, United Kingdom
| | - Nidhi Sharma Dey
- Hull York Medical School, York Biomedical Research Institute, University of York, York, United Kingdom
| | - Grant Calder
- Department of Biology, University of York, York, United Kingdom
| | - Peter O’Toole
- Department of Biology, University of York, York, United Kingdom
| | - Paul M. Kaye
- Hull York Medical School, York Biomedical Research Institute, University of York, York, United Kingdom
| | - Ron M. A. Heeren
- Division of Imaging Mass Spectrometry, Maastricht Multimodal Molecular Imaging (M4I) Institute, Maastricht University, Maastricht, Netherlands
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