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Zhang Y, Zheng X. Association of 28-day mortality with non-high-density lipoprotein cholesterol and the high-density lipoprotein cholesterol ratio (NHHR) in patients with sepsis: Results of MIMIC-IV database analysis. Lipids Health Dis 2024; 23:255. [PMID: 39160539 PMCID: PMC11331613 DOI: 10.1186/s12944-024-02219-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 07/15/2024] [Indexed: 08/21/2024] Open
Abstract
BACKGROUND The correlation between lipid profiles and sepsis has received increasing attention. The ratio of non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol (NHHR) is one of the key lipid profiles. However, in-depth exploration of the correlation between NHHR and the mortality risk of patients with sepsis is limited. METHODS Data from the MIMIC-IV (v2.2) database, we review the NHHR relevance and the sepsis severity index using Spearman's correlation analysis. Additionally, we research NHHR associated with sepsis patients' survival rate of 28 days using Cox regression analyses of continuous and categorical models. To further validate our findings, we conducted subgroup and sensitivity analyses. RESULTS The study involved 3,142 patients diagnosed with sepsis, according to 28 days after in-hospital survival condition, divided into two groups. In this study, 2932 patients were in the survival group and 210 patients died within 28 days (mortality group). Of note, the mean NHHR of patients in the mortality group exceeded that of the survival group (3.5 vs. 2.9). Additionally, NHHR was positively correlated with the severity index. After adjusting for demographic and laboratory data, an increased NHHR was positively correlated with higher sepsis mortality risk (OR = 1.06; 95% CI: 1.02-1.11; P = 0.013). Subgroup analysis shown the same results. Contributors were be categorized into two groups based on NHHR levels, with a threshold of 2.61. Contrast the mortality risk between low-NHHR group and high-NHHR group, high-NHHR show greater mortality risk on 28-day, 60-day, 90-day, in ICU, and in hospital. CONCLUSION Elevated NHHR is to be correlated with an increased risk of mortality in patients with sepsis. Further research on NHHR may contribute to advancements in sepsis prevention and treatment.
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Affiliation(s)
- Yue Zhang
- Department of Pediatrics, Xiangya Hospital, Central South University, Hunan, 410008, China
| | - Xiangrong Zheng
- Department of Pediatrics, Xiangya Hospital, Central South University, Hunan, 410008, China.
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2
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Huang SSY, Toufiq M, Saraiva LR, Van Panhuys N, Chaussabel D, Garand M. Transcriptome and Literature Mining Highlight the Differential Expression of ERLIN1 in Immune Cells during Sepsis. BIOLOGY 2021; 10:755. [PMID: 34439987 PMCID: PMC8389572 DOI: 10.3390/biology10080755] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 07/24/2021] [Accepted: 07/27/2021] [Indexed: 12/20/2022]
Abstract
Sepsis results from the dysregulation of the host immune system. This highly variable disease affects 19 million people globally, and accounts for 5 million deaths annually. In transcriptomic datasets curated from public repositories, we observed a consistent upregulation (3.26-5.29 fold) of ERLIN1-a gene coding for an ER membrane prohibitin and a regulator of inositol 1, 4, 5-trisphosphate receptors and sterol regulatory element-binding proteins-under septic conditions in healthy neutrophils, monocytes, and whole blood. In vitro expression of the ERLIN1 gene and proteins was measured by stimulating the whole blood of healthy volunteers to a combination of lipopolysaccharide and peptidoglycan. Septic stimulation induced a significant increase in ERLIN1 expression; however, ERLIN1 was differentially expressed among the immune blood cell subsets. ERLIN1 was uniquely increased in whole blood neutrophils, and confirmed in the differentiated HL60 cell line. The scarcity of ERLIN1 in sepsis literature indicates a knowledge gap between the functions of ERLIN1, calcium homeostasis, and cholesterol and fatty acid biosynthesis, and sepsis. In combination with experimental data, we bring forth the hypothesis that ERLIN1 is variably modulated among immune cells in response to cellular perturbations, and has implications for ER functions and/or ER membrane protein components during sepsis.
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Affiliation(s)
- Susie S. Y. Huang
- Research Department, Sidra Medicine, Doha 26999, Qatar; (M.T.); (L.R.S.); (N.V.P.); (D.C.)
| | - Mohammed Toufiq
- Research Department, Sidra Medicine, Doha 26999, Qatar; (M.T.); (L.R.S.); (N.V.P.); (D.C.)
| | - Luis R. Saraiva
- Research Department, Sidra Medicine, Doha 26999, Qatar; (M.T.); (L.R.S.); (N.V.P.); (D.C.)
- College of Health and Life Sciences, Hamad Bin Khalifa University, Doha 34110, Qatar
| | - Nicholas Van Panhuys
- Research Department, Sidra Medicine, Doha 26999, Qatar; (M.T.); (L.R.S.); (N.V.P.); (D.C.)
| | - Damien Chaussabel
- Research Department, Sidra Medicine, Doha 26999, Qatar; (M.T.); (L.R.S.); (N.V.P.); (D.C.)
| | - Mathieu Garand
- Research Department, Sidra Medicine, Doha 26999, Qatar; (M.T.); (L.R.S.); (N.V.P.); (D.C.)
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3
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Schuurman AR, Reijnders TDY, Kullberg RFJ, Butler JM, van der Poll T, Wiersinga WJ. Sepsis: deriving biological meaning and clinical applications from high-dimensional data. Intensive Care Med Exp 2021; 9:27. [PMID: 33961170 PMCID: PMC8105470 DOI: 10.1186/s40635-021-00383-x] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 03/19/2021] [Indexed: 02/06/2023] Open
Abstract
The pathophysiology of sepsis is multi-facetted and highly complex. As sepsis is a leading cause of global mortality that still lacks targeted therapies, increased understanding of its pathogenesis is vital for improving clinical care and outcomes. An increasing number of investigations seeks to unravel the complexity of sepsis through high-dimensional data analysis, enabled by advances in -omics technologies. Here, we summarize progress in the following major -omics fields: genomics, epigenomics, transcriptomics, proteomics, lipidomics, and microbiomics. We describe what these fields can teach us about sepsis, and highlight current trends and future challenges. Finally, we focus on multi-omics integration, and discuss the challenges in deriving biological meaning and clinical applications from these types of data.
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Affiliation(s)
- Alex R Schuurman
- Center for Experimental and Molecular Medicine, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands.,Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands
| | - Tom D Y Reijnders
- Center for Experimental and Molecular Medicine, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands.,Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands
| | - Robert F J Kullberg
- Center for Experimental and Molecular Medicine, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands.,Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands
| | - Joe M Butler
- Center for Experimental and Molecular Medicine, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands.,Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands
| | - Tom van der Poll
- Center for Experimental and Molecular Medicine, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands.,Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands
| | - W Joost Wiersinga
- Center for Experimental and Molecular Medicine, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands. .,Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Noord-Holland, Amsterdam, 1105 AZ, The Netherlands.
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4
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Barker G, Leeuwenburgh C, Brusko T, Moldawer L, Reddy ST, Guirgis FW. Lipid and Lipoprotein Dysregulation in Sepsis: Clinical and Mechanistic Insights into Chronic Critical Illness. J Clin Med 2021; 10:1693. [PMID: 33920038 PMCID: PMC8071007 DOI: 10.3390/jcm10081693] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 04/05/2021] [Accepted: 04/12/2021] [Indexed: 12/12/2022] Open
Abstract
In addition to their well-characterized roles in metabolism, lipids and lipoproteins have pleiotropic effects on the innate immune system. These undergo clinically relevant alterations during sepsis and acute inflammatory responses. High-density lipoprotein (HDL) plays an important role in regulating the immune response by clearing bacterial toxins, supporting corticosteroid release, decreasing platelet aggregation, inhibiting endothelial cell apoptosis, reducing the monocyte inflammatory response, and inhibiting expression of endothelial cell adhesion molecules. It undergoes quantitative as well as qualitative changes which can be measured using the HDL inflammatory index (HII). Pro-inflammatory, or dysfunctional HDL (dysHDL) lacks the ability to perform these functions, and we have also found it to independently predict adverse outcomes and organ failure in sepsis. Another important class of lipids known as specialized pro-resolving mediators (SPMs) positively affect the escalation and resolution of inflammation in a temporal fashion. These undergo phenotypic changes in sepsis and differ significantly between survivors and non-survivors. Certain subsets of sepsis survivors go on to have perilous post-hospitalization courses where this inflammation continues in a low grade fashion. This is associated with immunosuppression in a syndrome of persistent inflammation, immunosuppression, and catabolism syndrome (PICS). The continuous release of tissue damage-related patterns and viral reactivation secondary to immunosuppression feed this chronic cycle of inflammation. Animal data indicate that dysregulation of endogenous lipids and SPMs play important roles in this process. Lipids and their associated pathways have been the target of many clinical trials in recent years which have not shown mortality benefit. These results are limited by patient heterogeneity and poor animal models. Considerations of sepsis phenotypes and novel biomarkers in future trials are important factors to be considered in future research. Further characterization of lipid dysregulation and chronic inflammation during sepsis will aid mortality risk stratification, detection of sepsis, and inform individualized pharmacologic therapies.
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Affiliation(s)
- Grant Barker
- Department of Emergency Medicine, College of Medicine-Jacksonville, University of Florida, 655 West 8th Street, Jacksonville, FL 32209, USA;
| | - Christiaan Leeuwenburgh
- Department of Aging and Geriatric Research, College of Medicine, University of Florida, Gainesville, FL 32603, USA;
| | - Todd Brusko
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida Diabetes Institute, Gainesville, FL 32610, USA;
| | - Lyle Moldawer
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL 32608, USA;
| | - Srinivasa T. Reddy
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095, USA;
| | - Faheem W. Guirgis
- Department of Emergency Medicine, College of Medicine-Jacksonville, University of Florida, 655 West 8th Street, Jacksonville, FL 32209, USA;
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Arabi YM, Mallampalli R, Englert JA, Bosch NA, Walkey AJ, Al-Dorzi HM. Update in Critical Care 2019. Am J Respir Crit Care Med 2020; 201:1050-1057. [PMID: 32176850 DOI: 10.1164/rccm.202002-0285up] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Affiliation(s)
- Yaseen M Arabi
- Intensive Care Department, College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, King Abdullah International Medical Research Center, King Abdulaziz Medical City, Riyadh, Saudi Arabia
| | - Rama Mallampalli
- Division of Pulmonary, Critical Care, and Sleep Medicine, Ohio State Wexner Medical, Center, Columbus, Ohio; and
| | - Joshua A Englert
- Division of Pulmonary, Critical Care, and Sleep Medicine, Ohio State Wexner Medical, Center, Columbus, Ohio; and
| | - Nicholas A Bosch
- Department of Medicine, Pulmonary Center, Boston University School of Medicine, Boston, Massachusetts
| | - Allan J Walkey
- Department of Medicine, Pulmonary Center, Boston University School of Medicine, Boston, Massachusetts
| | - Hasan M Al-Dorzi
- Intensive Care Department, College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, King Abdullah International Medical Research Center, King Abdulaziz Medical City, Riyadh, Saudi Arabia
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Black LP, Puskarich MA, Henson M, Miller T, Reddy ST, Fernandez R, Guirgis FW. Quantitative and Qualitative Assessments of Cholesterol Association With Bacterial Infection Type in Sepsis and Septic Shock. J Intensive Care Med 2020; 36:808-817. [PMID: 32578468 DOI: 10.1177/0885066620931473] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Reduced cholesterol levels are associated with increased organ failure and mortality in sepsis. Cholesterol levels may vary by infection type (gram negative vs positive), possibly reflecting differences in cholesterol-mediated bacterial clearance. METHODS This was a secondary analysis of a combined data set of 2 prospective cohort studies of adult patients meeting Sepsis-3 criteria. Infection types were classified as gram negative, gram positive, or culture negative. We investigated quantitative (levels) and qualitative (dysfunctional high-density lipoprotein [HDL]) cholesterol differences. We used multivariable logistic regression to control for disease severity. RESULTS Among 171 patients with sepsis, infections were gram negative in 67, gram positive in 46, and culture negative in 47. Both gram-negative and gram-positive infections occurred in 11 patients. Total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), and HDL cholesterol (HDL-C) levels were lower for culture-positive sepsis at enrollment (TC, P < .001; LDL-C, P < .001; HDL-C, P = .011) and persisted after controlling for disease severity. Similarly, cholesterol levels were lower among culture-positive patients at 48 hours (TC, P = .012; LDL-C, P = .029; HDL-C, P = .002). Triglyceride (TG) levels were lower at enrollment (P =.033) but not at 48 hours (P = .212). There were no differences in dysfunctional HDL. Among bacteremic patients, cholesterol levels were lower at enrollment (TC, P = .010; LDL-C, P = .010; HDL-C, P ≤ .001; TG, P = .005) and at 48 hours (LDL-C, P = .027; HDL-C, P < .001; TG, P = .020), except for 48 hour TC (P = .051). In the bacteremia subgroup, enrollment TC and LDL-C were lower for gram-negative versus gram-positive infections (TC, P = .039; LDL-C, P = .023). CONCLUSION Cholesterol levels are significantly lower among patients with culture-positive sepsis and bacteremia.
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Affiliation(s)
- Lauren Page Black
- Department of Emergency Medicine, 137869University of Florida College of Medicine - Jacksonville, Jacksonville, FL, USA
| | - Michael A Puskarich
- Department of Emergency Medicine, Hennepin County Medical Center, Minneapolis, MN, USA.,Department of Emergency Medicine, 5635University of Minnesota, Minneapolis, MN, USA
| | - Morgan Henson
- Department of Emergency Medicine, 137869University of Florida College of Medicine - Jacksonville, Jacksonville, FL, USA
| | - Taylor Miller
- Department of Emergency Medicine, 137869University of Florida College of Medicine - Jacksonville, Jacksonville, FL, USA
| | - Srinivasa T Reddy
- Department of Medicine, Molecular & Medical Pharmacology, University of California, Los Angeles, CA, USA
| | - Rosemarie Fernandez
- Department of Emergency Medicine, University of Florida College of Medicine, Gainesville, FL, USA.,Center for Experiential Learning and Simulation, University of Florida College of Medicine, Gainesville, FL, USA
| | - Faheem W Guirgis
- Department of Emergency Medicine, 137869University of Florida College of Medicine - Jacksonville, Jacksonville, FL, USA
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7
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Aldecoa C, Llau JV, Nuvials X, Artigas A. Role of albumin in the preservation of endothelial glycocalyx integrity and the microcirculation: a review. Ann Intensive Care 2020; 10:85. [PMID: 32572647 PMCID: PMC7310051 DOI: 10.1186/s13613-020-00697-1] [Citation(s) in RCA: 116] [Impact Index Per Article: 23.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 06/05/2020] [Indexed: 12/11/2022] Open
Abstract
The endothelial glycocalyx comprises a complex layer of membrane-bound proteoglycans, secreted glycosaminoglycans, glycoproteins, glycolipids and bound plasma proteins such as albumin and antithrombin associated with the endothelial surface. The glycocalyx plays an important role in vascular homeostasis, regulating vascular permeability and cell adhesion, and acts as a mechanosensor for hemodynamic shear stresses; it also has antithrombotic and anti-inflammatory functions. Plasma proteins such as albumin are physiologically bound within the glycocalyx, thus contributing to stability of the layer. Albumin is the major determinant of plasma colloid osmotic pressure. In addition, albumin transports sphingosine-1-phosphate which has protective endothelial effects, acts as a free radical scavenger, and has immunomodulatory and anti-inflammatory effects. This review examines the physiological function of the endothelial glycocalyx and the role of human albumin in preserving glycocalyx integrity and the microcirculation.
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Affiliation(s)
- Cesar Aldecoa
- Department of Anaesthesiology and Surgical Critical Care, Hospital Universitario Rio Hortega, c/Dulzaina 2, 47012, Valladolid, Spain
| | - Juan V Llau
- Department of Anaesthesiology and Surgical Critical Care, Hospital Universitario Dr. Peset, Universitat de València, c/Gaspar Aguilar 90, 46017, Valencia, Spain
| | - Xavier Nuvials
- Intensive Care Unit, and SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Passeig Vall d'Hebron 119-129, 08035, Barcelona, Spain
| | - Antonio Artigas
- Critical Care Center, Corporacion Sanitaria Universitaria Parc Tauli, CIBER Enfermedades Respiratorias, Autonomous University of Barcelona, Parc Tauli 1, 08028, Sabadell, Spain.
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8
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Liu SH, Liang HY, Li HY, Ding XF, Sun TW, Wang J. Effect of low high-density lipoprotein levels on mortality of septic patients: A systematic review and meta-analysis of cohort studies. World J Emerg Med 2020; 11:109-116. [PMID: 32076477 PMCID: PMC7010535 DOI: 10.5847/wjem.j.1920-8642.2020.02.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2019] [Accepted: 01/09/2020] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND An increase in high-density lipoprotein (HDL) is well associated with a decreased cardiovascular risk, especially atherosclerosis. Recent studies suggest that lower levels of HDL may also be associated with an increased risk of sepsis and an increased rate of mortality in septic patients. However, this conclusion remains controversial. METHODS MEDLINE, EMBASE, and CENTRAL databases were searched from inception to September 30, 2019. All studies were conducted to evaluate the correlation of lipoprotein levels and the risk and outcomes of sepsis in adult patients. The primary outcomes were the risk and mortality of sepsis. RESULTS Seven studies comprising 791 patients were included. Lower levels of HDL had no marked relevance with the risk of sepsis (odds radio [OR] for each 1 mg/dL increase, 0.94; 95% CI 0.86-1.02; P=0.078), whereas lower HDL levels were related to an increased mortality rate in septic patients (OR for below about median HDL levels, 2.00; 95% CI 1.23-3.24; P=0.005). CONCLUSION This meta-analysis did not reveal a significant association between lower HDL levels and an increase in the risk of sepsis, whereas it showed that lower HDL levels are associated with a higher mortality rate in septic adult patients. These findings suggest that HDL may be considered as a promising factor for the prevention and treatment of sepsis in the future.
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Affiliation(s)
- Shao-hua Liu
- General ICU, the First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, Zhengzhou 450052, China
| | - Huo-yan Liang
- General ICU, the First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, Zhengzhou 450052, China
| | - Hong-yi Li
- General ICU, the First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, Zhengzhou 450052, China
| | - Xian-fei Ding
- General ICU, the First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, Zhengzhou 450052, China
| | - Tong-wen Sun
- General ICU, the First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, Zhengzhou 450052, China
| | - Jing Wang
- Department of Respiratory Critical Care Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
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