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Pang J, Huang J, Yu J, Li B, Wei S, Cen W, Xuan Y, Yang J, Yu Y, Mo J, Lu J, Zheng X, Zhang J. Immune dysregulation in COVID-19 induced ARDS in kidney transplant recipients revealed by single-cell RNA sequencing. Sci Rep 2025; 15:6895. [PMID: 40011702 PMCID: PMC11865448 DOI: 10.1038/s41598-025-91439-5] [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: 06/10/2024] [Accepted: 02/20/2025] [Indexed: 02/28/2025] Open
Abstract
BACKGROUND Since the emergence of COVID-19 at the end of 2019, the disease has led to widespread acute respiratory distress syndrome (ARDS), particularly among kidney transplant recipients (KTRs), who are at increased risk due to long-term immunosuppressive therapy. This study aims to explore the differences in immune responses between kidney transplant recipients and non-kidney transplant recipients in COVID-19-induced ARDS to identify potential therapeutic targets for improving outcomes. Single-cell RNA sequencing was performed on 108,320 cells derived from peripheral blood samples to construct a global single-cell map of COVID-19 induced ARDS in kidney transplant recipients(ARDSKT), COVID-19 induced ARDS in non transplant recipients(ARDSNKT), and healthy controls. Subsequently, using cellular clustering analysis, we obtained single-cell maps of different cell types. We employed enrichment analysis to determine the pathways involved in different subpopulations and focused on the role of key immune cells such as monocytes, megakaryocytes, B cells, and CD8+ T cells in the pathogenesis of ARDS. Significant immune differences were observed between ARDSKT and ARDSNKT. In ARDSKT, the S100A9+ MK subpopulation, which activates the NF-κB signaling pathway, was elevated, promoting inflammation. In contrast, the S100A12+ monocyte subpopulation that activates the chemokine signaling pathway was more abundant in ARDSNKT, reflecting a stronger inflammatory response, while its abundance was reduced in ARDSKT due to immunosuppression. The CXCR4+ B subpopulation, crucial for adaptive immunity, was significantly reduced in ARDSKT. Additionally, the XAF1+ Teff subpopulation, associated with apoptosis, was more abundant in ARDSKT, potentially impairing immune recovery. This study highlights the immune differences between ARDSKT and ARDSNKT, revealing the impact of immunosuppression on immune dysregulation. These findings suggest that targeting specific immune pathways can improve therapeutic strategies for ARDSKT.
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Affiliation(s)
- Jielong Pang
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China
- Guangxi Health Commission key Laboratory of Emergency and Critical Medicine, Nanning, 530007, China
| | - Jingyu Huang
- Department of General Practice, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China
| | - Jianing Yu
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China
| | - Binbin Li
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China
| | - Shanshan Wei
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China
| | - Weiluan Cen
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China
| | - Yixuan Xuan
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China
| | - Junzhi Yang
- Department of General Practice, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China
| | - Yongbing Yu
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China
| | - Jingjia Mo
- Department of General Practice, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China
| | - Junyu Lu
- Guangxi Health Commission key Laboratory of Emergency and Critical Medicine, Nanning, 530007, China.
- Intensive Care Unit, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China.
- The Second Affiliated Hospital of Guangxi Medical University, No 166 Daxuedong Road, Nanning, 530007, Guangxi, China.
| | - Xiaowen Zheng
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China.
- Guangxi Health Commission key Laboratory of Emergency and Critical Medicine, Nanning, 530007, China.
- The Second Affiliated Hospital of Guangxi Medical University, No 166 Daxuedong Road, Nanning, 530007, Guangxi, China.
| | - Jianfeng Zhang
- Department of Emergency Medicine, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China.
- Guangxi Health Commission key Laboratory of Emergency and Critical Medicine, Nanning, 530007, China.
- Department of General Practice, The Second Affiliated Hospital of Guangxi Medical University, Nanning, 530007, China.
- The Second Affiliated Hospital of Guangxi Medical University, No 166 Daxuedong Road, Nanning, 530007, Guangxi, China.
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Hua T, Yao F, Wang H, Liu W, Zhu X, Yao Y. Megakaryocyte in sepsis: the trinity of coagulation, inflammation and immunity. Crit Care 2024; 28:442. [PMID: 39741325 DOI: 10.1186/s13054-024-05221-6] [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: 11/06/2024] [Accepted: 12/18/2024] [Indexed: 01/02/2025] Open
Abstract
BACKGROUND Megakaryocytes are traditionally recognized as cells responsible for platelet production. However, beyond their role in thrombopoiesis, megakaryocytes also participate in inflammatory responses and regulate immune system functions. Sepsis, characterized by life-threatening organ dysfunction due to a dysregulated response to infection, prominently features coagulopathy, severe inflammation, and immune dysfunction as key pathophysiological aspects. AIM OF REVIEW Given the diverse functions of megakaryocytes, we explore their roles in coagulation in the context of sepsis, and also in inflammatory and immune regulation. We try to infer future research directions and potential strategies for sepsis prevention and treatment based on the properties of megakaryocytes. KEY SCIENTIFIC CONCEPTS OF REVIEW The purpose of this review is to both highlight and provide an update on the functions of megakaryocytes and pathophysiological changes in sepsis. Specific emphasis is given to the role of megakaryocytes in sepsis, which suggests value of future research and clinical application.
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Affiliation(s)
- Tianzhen Hua
- Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General Hospital, 51 Fucheng Road, Haidian District, Beijing, 100048, China
- Chinese PLA Medical School, Beijing, 100853, China
| | - Fenghua Yao
- Department of Nephrology, First Medical Center of Chinese, PLA General Hospital, National Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing Key Laboratory of Kidney Diseases Research, Beijing, 100853, China
| | - Haitao Wang
- Medical Innovation Research Division and Fourth Medical Center of Chinese, PLA General Hospital, State Key Laboratory of Trauma and Chemical Poisoning, Beijing, 100853, China
- Department of Hematology, The Fifth Medical Center of Chinese, PLA General Hospital, Beijing, 100071, China
| | - Wei Liu
- Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General Hospital, 51 Fucheng Road, Haidian District, Beijing, 100048, China.
- Chinese PLA Medical School, Beijing, 100853, China.
| | - Xiaomei Zhu
- Medical Innovation Research Division and Fourth Medical Center of Chinese, PLA General Hospital, State Key Laboratory of Trauma and Chemical Poisoning, Beijing, 100853, China.
| | - Yongming Yao
- Medical Innovation Research Division and Fourth Medical Center of Chinese, PLA General Hospital, State Key Laboratory of Trauma and Chemical Poisoning, Beijing, 100853, China.
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Li Y, Chen K, Wang QF. Immunological face of megakaryocytes. Front Med 2024; 18:988-1001. [PMID: 39542989 DOI: 10.1007/s11684-024-1087-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 05/17/2024] [Indexed: 11/17/2024]
Abstract
Megakaryocytes (MKs), which are traditionally known for their role in platelet production, are now emerging as unique immune cells with diverse capabilities. They express immune receptors, participate in pathogen recognition and response, phagocytose pathogens, contribute to antigen presentation, and interact with various immune cell types. When encountering inflammatory challenges, MKs exhibit intricate immune functions that can either promote or inhibit inflammation. These responses are mediated through mechanisms, such as the secretion of either anti-inflammatory or pro-inflammatory cytokines and release of immunomodulatory platelets according to specific conditions. This intricate array of responses necessitates a detailed exploration to determine whether the immune functions of MKs are carried out by the entire MK population or by a specific subpopulation. Breakthroughs in single-cell RNA sequencing have uncovered a unique "immune MK" subpopulation, revealing its distinct characteristics and immunoregulatory functions. This review provides latest insights into MKs' immune attributes and their roles in physiological and pathological contexts and emphasizes the discovery and functions of "immune MKs".
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Affiliation(s)
- Yueying Li
- China National Center for Bioinformation, Beijing, 100101, China.
- Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, 100101, China.
- University of Chinese Academy of Sciences, Beijing, 100101, China.
| | - Kunying Chen
- China National Center for Bioinformation, Beijing, 100101, China
- Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100101, China
| | - Qian-Fei Wang
- China National Center for Bioinformation, Beijing, 100101, China.
- Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, 100101, China.
- University of Chinese Academy of Sciences, Beijing, 100101, China.
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Hua T, Zhang G, Yao Y, Jia H, Liu W. Research progress of megakaryocytes and platelets in lung injury. Ann Med 2024; 56:2362871. [PMID: 38902986 PMCID: PMC11195464 DOI: 10.1080/07853890.2024.2362871] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Accepted: 05/17/2024] [Indexed: 06/22/2024] Open
Abstract
The lung is an important site of extramedullary platelet formation, and megakaryocytes in the lung participate in immune responses in addition to platelet production. In acute lung injury and chronic lung injury, megakaryocytes and platelets play a promoting or protective role through different mechanisms. The authors reviewed the role of megakaryocytes and platelets in common clinical lung injuries with different course of disease and different pathogenic factors in order to provide new thinking for the diagnosis and treatment of lung injuries.
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Affiliation(s)
- Tianzhen Hua
- Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Guangliang Zhang
- Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Yi Yao
- Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Haoran Jia
- Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Wei Liu
- Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
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Quartuccio L, Sonaglia A, Casarotto L, McGonagle D, Di Loreto C, Pegolo E. Clinical, laboratory and immunohistochemical characterization of in situ pulmonary arterial thrombosis in fatal COVID-19. Thromb Res 2022; 219:95-101. [PMID: 36152461 PMCID: PMC9481474 DOI: 10.1016/j.thromres.2022.09.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 08/23/2022] [Accepted: 09/12/2022] [Indexed: 12/04/2022]
Abstract
Background COVID-19 patients carry an increased rate of thrombosis. It is controversial to which extent thrombi in the pulmonary arterial tree really contribute to disease severity with hypoxemia secondary to microvascular/lung parenchymal damage with viral alveolitis considered to play the main role in critical disease. Objectives The primary objective was to compare post-mortem lung disease from fatal COVID-19 pneumonia in patients with macroscopically evident pulmonary arterial tree thrombosis and patients without, by characterizing the immunohistochemical nature of thrombi, and by comparing clinical and laboratory features of these patients with other COVID-19 patients who died but without evidence of pulmonary arterial thrombosis (controls). Patients and methods 13 COVID-19 pneumonia cases (mean age ± standard deviation: 74 ± 6.5 years) with macroscopically visible pulmonary arterial thrombosis were compared to 14 controls. Hematoxylin and Eosin stained slides were reviewed choosing those with visible pulmonary thrombi which were further characterized by immunohistochemistry, in particular for the inflammatory infiltrates. Ante mortem serum markers relevant to pulmonary embolism were evaluated in both groups. Results Twenty arterial thrombi (5 cases with multiple thrombi) were selected for study and were composed by white blood cells (WBC) [median, IQR range: 10 % (5–12.25)], mainly neutrophils [58 % (35.2–64.5)]. Cases with thrombosis showed significantly higher levels of platelet count [median, IQR range: 195000/mmc (157750–274,500) vs 143,500 (113000–175,250), p = 0.011], LDH [854 U/L (731–1315) vs 539 (391.5–660), p = 0.003] at admission, and D-dimer at ICU transfer [25,072 FEU (6951–50,531) vs 1024 (620–5501), p = 0.003]. Conclusions Immunothrombotically driven arterial thrombi in COVID-19 patients are associated with D-Dimer and LDH elevations, thus linking inflammation, coagulopathy and organ damage in fatal COVID-19.
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Affiliation(s)
- Luca Quartuccio
- Division of Rheumatology, Academic Hospital "Santa Maria della Misericordia", ASUFC, Piazzale Santa Maria della Misericordia 15, 33100 Udine, Italy; University of Udine, Department of Medicine (DAME), Via Colugna 50, 33100 Udine, Italy.
| | - Arianna Sonaglia
- Division of Rheumatology, Academic Hospital "Santa Maria della Misericordia", ASUFC, Piazzale Santa Maria della Misericordia 15, 33100 Udine, Italy; University of Udine, Department of Medicine (DAME), Via Colugna 50, 33100 Udine, Italy
| | - Letizia Casarotto
- University of Udine, Department of Medicine (DAME), Via Colugna 50, 33100 Udine, Italy; Institute of Anatomic Pathology, Academic Hospital "Santa Maria della Misericordia", ASUFC, Piazzale Santa Maria della Misericordia 15, 33100 Udine, Italy
| | - Dennis McGonagle
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds LS7 4SA, UK
| | - Carla Di Loreto
- University of Udine, Department of Medicine (DAME), Via Colugna 50, 33100 Udine, Italy; Institute of Anatomic Pathology, Academic Hospital "Santa Maria della Misericordia", ASUFC, Piazzale Santa Maria della Misericordia 15, 33100 Udine, Italy
| | - Enrico Pegolo
- Institute of Anatomic Pathology, Academic Hospital "Santa Maria della Misericordia", ASUFC, Piazzale Santa Maria della Misericordia 15, 33100 Udine, Italy
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