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Wei S, Zhang H, Li H, Li C, Shen Z, Yin Y, Cong Z, Zeng Z, Ge Q, Li D, Zhu X. Establishment and validation of predictive model of ARDS in critically ill patients. J Transl Med 2025; 23:64. [PMID: 39806409 PMCID: PMC11730794 DOI: 10.1186/s12967-024-06054-1] [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: 03/29/2024] [Accepted: 12/25/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Acute respiratory distress syndrome (ARDS) is a prevalent complication among critically ill patients, constituting around 10% of intensive care unit (ICU) admissions and mortality rates ranging from 35 to 46%. Hence, early recognition and prediction of ARDS are crucial for the timely administration of targeted treatment. However, ARDS is frequently underdiagnosed or delayed, and its heterogeneity diminishes the clinical utility of ARDS biomarkers. This study aimed to observe the incidence of ARDS among high-risk patients and develop and validate an ARDS prediction model using machine learning (ML) techniques based on clinical parameters. METHODS This prospective cohort study in China was conducted on critically ill patients to derivate and validate the prediction model. The derivation cohort, consisting of 400 patients admitted to the ICU of the Peking University Third Hospital(PUTH) between December 2020 and August 2023, was separated for training and internal validation, and an external data set of 160 patients at the FU YANG People's Hospital from August 2022 to August 2023 was employed for external validation. Least absolute shrinkage and selection operator (LASSO) and multivariate logistic regression were used to screen predictor variables. Multiple ML classification models were integrated to analyze and identify the best models. Several evaluation indexes were used to compare the model performance, including the area under the receiver-operating-characteristic curve (AUC) and decision curve analysis (DCA). SHapley Additive ex Planations (SHAP) is used to interpret ML models. RESULTS 400 critically ill patients were included in the analysis, with 117 developing ARDS during follow-up. The final model included gender, Lung Injury Prediction Score (LIPS), Hepatic Disease, Shock, and combined Lung Contusion. Based on the AUC and DCA in the validation group, the logistic model demonstrated excellent performance, achieving an AUC of 0.836 (95% CI: 0.762-0.910). For external validation, comprising 160 patients, 44 of whom developed ARDS, the AUC was 0.799 (95% CI: 0.723-0.875), significantly outperforming the LIPS score alone. CONCLUSION Combining the LIPS score with other clinical parameters in a logistic regression model provides a more accurate, clinically applicable, and user-friendly ARDS prediction tool than the LIPS score alone.
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Affiliation(s)
- Senhao Wei
- Department of Critical Care Medicine, Peking University Third Hospital, Beijing, 100191, China
| | - Hua Zhang
- Clinical Epidemiology Research Center, Peking University Third Hospital, Beijing, 100191, China
| | - Hao Li
- Department of Critical Care Medicine, Fuyang People's Hospital, Fuyang, 236000, China
| | - Chao Li
- Department of Critical Care Medicine, Peking University Third Hospital, Beijing, 100191, China
| | - Ziyuan Shen
- Department of Critical Care Medicine, Peking University Third Hospital, Beijing, 100191, China
| | - Yiyuan Yin
- Department of Critical Care Medicine, Peking University Third Hospital, Beijing, 100191, China
| | - Zhukai Cong
- Department of Critical Care Medicine, Peking University Third Hospital, Beijing, 100191, China
| | - Zhaojin Zeng
- Department of Critical Care Medicine, Peking University Third Hospital, Beijing, 100191, China
| | - Qinggang Ge
- Department of Critical Care Medicine, Peking University Third Hospital, Beijing, 100191, China.
| | - Dongfeng Li
- Department of Critical Care Medicine, Fuyang People's Hospital, Fuyang, 236000, China.
| | - Xi Zhu
- Department of Critical Care Medicine, Peking University Third Hospital, Beijing, 100191, China.
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Zhang Z, Zhao H, Zhang Z, Jia L, Long L, Fu Y, Du Q. A Simple Nomogram for Predicting the Development of ARDS in Postoperative Patients with Gastrointestinal Perforation: A Single-Center Retrospective Study. J Inflamm Res 2025; 18:221-236. [PMID: 39802523 PMCID: PMC11724661 DOI: 10.2147/jir.s496559] [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: 09/18/2024] [Accepted: 12/29/2024] [Indexed: 01/16/2025] Open
Abstract
Background Acute respiratory distress syndrome (ARDS) is a severe form of organ dysfunction and a common postoperative complication. This study aims to develop a predictive model for ARDS in postoperative patients with gastrointestinal perforation to facilitate early detection and effective prevention. Methods In this single-center retrospective study, clinical data were collected from postoperative patients with gastrointestinal perforation admitted to the ICU in Hebei Provincial People's Hospital from October 2017 to May 2024. Univariate analysis and multifactorial logistic regression analysis were used to determine the independent risk factors for developing ARDS. Nomograms were developed to show predictive models, and the discrimination, calibration, and clinical usefulness of the models were assessed using the C-index, calibration plots, and decision curve analysis (DCA). Results Two hundred patients were ultimately included for analysis. In the development cohort, 38 (27.1%) of 140 patients developed ARDS, and in the internal validation cohort, 13 (21.7%) of 60 patients developed ARDS. The multivariate logistic regression analysis revealed the site of perforation (OR = 0.164, P = 0.006), the duration of surgery (OR = 0.986, P = 0.008), BMI (OR = 1.197, P = 0.015), SOFA (OR = 1.443, P = 0.001), lactate (OR = 1.500, P = 0.017), and albumin (OR = 0.889, P = 0.007) as the independent risk factors for ARDS development. The area under the curve (AUC) was 0.921 (95% CI: 0.869, 0.973) for the development cohort and 0.894 (95% CI: 0.809, 0.978) for the validation cohort. The calibration curve and decision curve analysis (DCA) demonstrate that the nomogram possesses good predictive value and clinical practicability. Conclusion Our research introduced a nomogram that integrates six independent risk factors, facilitating the precise prediction of ARDS risk in postoperative patients following gastrointestinal perforation.
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Affiliation(s)
- Ze Zhang
- Department of Intensive Care Unit, Hebei General Hospital, Shijiazhuang, Hebei, People’s Republic of China
| | - Haotian Zhao
- Department of Ultrasound, Hebei General Hospital, Shijiazhuang, Hebei, People’s Republic of China
| | - Zhiyang Zhang
- Department of Intensive Care Unit, Hebei General Hospital, Shijiazhuang, Hebei, People’s Republic of China
| | - Lijing Jia
- Department of Intensive Care Unit, Hebei General Hospital, Shijiazhuang, Hebei, People’s Republic of China
| | - Ling Long
- Department of Intensive Care Unit, Hebei General Hospital, Shijiazhuang, Hebei, People’s Republic of China
| | - You Fu
- Department of Intensive Care Unit, Hebei General Hospital, Shijiazhuang, Hebei, People’s Republic of China
| | - Quansheng Du
- Department of Intensive Care Unit, Hebei General Hospital, Shijiazhuang, Hebei, People’s Republic of China
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Mayow AH, Ahmad F, Afzal MS, Khokhar MU, Rafique D, Vallamchetla SK, Palleti SK, Saleem F. A Systematic Review and Meta-Analysis of Independent Predictors for Acute Respiratory Distress Syndrome in Patients Presenting With Sepsis. Cureus 2023; 15:e37055. [PMID: 37143620 PMCID: PMC10153762 DOI: 10.7759/cureus.37055] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/03/2023] [Indexed: 04/05/2023] Open
Abstract
The current meta-analysis was conducted to determine the predictors of acute respiratory distress syndrome (ARDS) in patients with sepsis. The present meta-analysis was conducted in accordance with the MOOSE (Meta-analysis of Observational Studies in Epidemiology) guidelines. We conducted a systematic search using the PubMed, Cochrane Library, and EMBASE databases for studies published between 1 January 2000 and 28 February 2023 that assessed the predictors of ARDS in patients with sepsis. We used key terms such as "predictors," "acute respiratory distress syndrome," and "sepsis" to search for relevant articles. Our search was limited to human studies published in English. A total of six studies were included in this meta-analysis. Of the six studies, four were retrospective and two were prospective. The pooled incidence of ARDS was 11.27%. We identified six factors with a consistent and statistically significant association with ARDS, including sequential organ failure assessment (SOFA) score, Acute Physiology and Chronic Health Evaluation (APACHE) II score, pulmonary sepsis, smoking, pancreatitis, and C-reactive protein. Age, diabetes, and chronic obstructive pulmonary disease (COPD) were not found to be significantly associated with ARDS in this patient population. It is important for healthcare providers to consider these predictors when assessing patients with sepsis and septic shock to identify those at high risk for developing ARDS and implement appropriate preventive measures.
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CORRELATION BETWEEN RED BLOOD CELL DISTRIBUTION WIDTH-TO-PLATELET RATIO AND MORTALITY IN PATIENTS WITH ACUTE RESPIRATORY DISTRESS SYNDROME: A RETROSPECTIVE COHORT STUDY. Shock 2022; 58:498-506. [PMID: 36548641 PMCID: PMC9803383 DOI: 10.1097/shk.0000000000002016] [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] [Indexed: 12/24/2022]
Abstract
ABSTRACT Background: This study aims to assess the prognostic value of red blood cell distribution width-to-platelet ratio (RPR) in acute respiratory distress syndrome (ARDS) patients. Methods: The data collected from 540 ARDS patients from 2001 to 2012 were obtained from the Medical Information Mart for Intensive Care III Database. The 28-day all-cause mortality risk was considered as the primary outcome parameter, and the secondary outcomes were 60- and 90-day all-cause mortality. The association between RPR (≥0.19 vs. <0.19) and mortality was assessed by Cox proportional hazards models, and potential nonlinear associations were assessed by restricted cubic spline regression analysis. Results: The 28-day all-cause mortality was 22.4%. Among the 121 deaths, 92 (20.0%) presented with an RPR <0.19, and 29 patients had RPR ≥0.19 ( P < 0.001). The 60- and 90-day all-cause mortality was 27% and 28.7%, respectively. After adjusting for the relevant factors in the multivariate model, RPR ≥0.19 was independently correlated with the 28-day all-cause mortality (hazard ratio, 2.74; 95% confidence interval, 1.46-5.15; P = 0.002). There was no nonlinear relationship between RPR and the risk of 28-day all-cause mortality ( P for overall association <0.001, P for nonlinear = 0.635). Similar results were observed for both the pneumonia and nonpneumonia subgroups and sensitivity analyses. Conclusions: The data promote the use of RPR as a valuable prognostic indicator for ARDS patients.
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Risk factors for acute respiratory distress syndrome in sepsis patients: a retrospective study from a tertiary hospital in China. BMC Pulm Med 2022; 22:238. [PMID: 35729588 PMCID: PMC9210689 DOI: 10.1186/s12890-022-02015-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 06/01/2022] [Indexed: 11/29/2022] Open
Abstract
Background Less is known about the risk factors for acute respiratory distress syndrome (ARDS) in sepsis patients diagnosed according to sepsis 3.0 criteria. Moreover, the risk factors for ARDS severity remain unclear. Methods We retrospectively collected the characteristics of sepsis patients from the intensive care unit of the First Affiliated Hospital of China Medical University from January 2017 to September 2018. Logistic regression was used in determining the risk factors. Results 529 patients with sepsis were enrolled and 179 developed ARDS. The most common infection sites were acute abdominal infection (n = 304) and pneumonia (n = 117). Multivariate analysis showed that patients with pancreatitis with local infection (odds ratio [OR], 3.601; 95% confidence interval [CI], 1.429–9.073, P = 0.007), pneumonia (OR 3.486; 95% CI 1.890–6.430, P < 0.001), septic shock (OR 2.163; 95% CI 1.429–3.275, P < 0.001), a higher sequential organ failure assessment (SOFA) score (OR 1.241; 95% CI 1.155–1.333, P < 0.001) and non-pulmonary SOFA score (OR 2.849; 95% CI 2.113–3.841, P < 0.001) were independent risk factors for ARDS. Moreover, pneumonia is associated with increased severity of ARDS (OR 2.512; 95% CI 1.039–6.067, P = 0.041). Conclusions We determined five risk factors for ARDS in sepsis patients. Moreover, pneumonia is significantly associated with an increased severity of ARDS.
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Randomized, Placebo-controlled Trial of Inhaled Treprostinil for Patients at Risk for Acute Respiratory Distress Syndrome. Ann Am Thorac Soc 2021; 18:641-647. [PMID: 33095030 DOI: 10.1513/annalsats.202004-374oc] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Rationale: Inhaled treprostinil may improve oxygenation and have additional antiinflammatory effects in early acute hypoxemic respiratory failure, potentially preventing or reducing the severity of acute respiratory distress syndrome (ARDS).Objectives: To determine whether administration of inhaled treprostinil to patients at risk for ARDS is feasible, safe, and efficacious.Methods: We performed a double-blind, placebo-controlled, single-center randomized pilot trial at a quaternary care academic medical center. Patients with acute hypoxemia due to pneumonia or signs of low-pressure pulmonary edema with a unilateral or bilateral infiltrate on chest imaging and a 4 L/min supplemental oxygen requirement not requiring positive pressure ventilation were evaluated. Randomized patients received study drug or placebo (2:1 ratio). Treatment was initiated at 6 breaths every 4 hours and titrated up to 12 breaths. Subjects were maintained on treatment for 7 days and then tapered off over a period of 4 days. Study drug was stopped if positive pressure ventilation was required (invasive or noninvasive).Results: Fourteen patients were enrolled over a period of 31 months. Baseline characteristics were not significantly different between treatment groups with respect to age, sex, race, Acute Physiologic Assessment and Chronic Health Evaluation score, lung injury prediction score, or baseline mean oxygen saturation as measured by pulse oximetry (SpO2):fraction of inspired oxygen (FiO2) ratio. Trends in daily baseline and 30-minute postdose SpO2:FiO2 ratio for all treatment points were not significantly different between placebo and treprostinil. Four patients required positive pressure ventilation in the treprostinil group versus one in the placebo group.Conclusions: Inhaled treprostinil administration is feasible in patients at risk for ARDS but was not associated with improvement in the SpO2:FiO2 ratio relative to placebo. Drug-associated adverse events were not severe nor unexpected based on the known adverse effect profile of inhaled treprostinil. The clinical benefit of this intervention is unclear at this time in the absence of larger studies.Clinical trial registered with Clinicaltrials.gov (NCT02370095).
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Prasanna P, Rathee S, Upadhyay A, Sulakshana S. Nanotherapeutics in the treatment of acute respiratory distress syndrome. Life Sci 2021; 276:119428. [PMID: 33785346 PMCID: PMC7999693 DOI: 10.1016/j.lfs.2021.119428] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 03/12/2021] [Accepted: 03/20/2021] [Indexed: 01/08/2023]
Abstract
Acute respiratory distress syndrome (ARDS) is a form of oxygenation failure primarily characterized by rapid inflammation resulting from a direct pulmonary or indirect systemic insult. ARDS has been a major cause of death in the recent COVID-19 outbreak wherein asymptomatic respiratory tract infection progresses to ARDS from pneumonia have emphasized the need for a reliable therapy for the disease. The disease has a high mortality rate of approximately 30-50%. Despite the high mortality rate, a dearth of effective pharmacotherapy exists that demands extensive research in this area. The complex ARDS pathophysiology which remains to be understood completely and the multifactorial etiology of the disease has led to the poor diagnosis, impeded drug-delivery to the deeper pulmonary tissues, and delayed treatment of the ARDS patients. Besides, critically ill patients are unable to tolerate the off-target side effects. The vast domain of nanobiotechnology presents several drug delivery systems offering numerous benefits such as targeted delivery, prolonged drug release, and uniform drug-distribution. The present review presents a brief insight into the ARDS pathophysiology and summarizes conventional pharmacotherapies available to date. Furthermore, the review provides an updated report of major developments in the nanomedicinal approaches for the treatment of ARDS. We also discuss different nano-formulations studied extensively in the ARDS preclinical models along with underlining the advantages as well as challenges that need to be addressed in the future.
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Affiliation(s)
- Pragya Prasanna
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research (NIPER), Hajipur, Bihar 844102, India
| | - Shweta Rathee
- Department of Food Science and Technology, National Institute of Food Technology Entrepreneurship and Management, Sonipat, Haryana 131028, India
| | - Arun Upadhyay
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Sulakshana Sulakshana
- Department of Anesthesiology and Critical Care, Sri Ram Murti Smarak Institute of Medical Sciences (SRMS-IMS), Bareilly, Uttar Pradesh 243202, India.
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Kim BK, Kim S, Kim CY, Kim YJ, Lee SH, Cha JH, Kim JH. Predictive Role of Lung Injury Prediction Score in the Development of Acute Respiratory Distress Syndrome in Korea. Yonsei Med J 2021; 62:417-423. [PMID: 33908212 PMCID: PMC8084702 DOI: 10.3349/ymj.2021.62.5.417] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 01/14/2021] [Accepted: 03/04/2021] [Indexed: 12/29/2022] Open
Abstract
PURPOSE Early recognition and therapeutic intervention are important in patients at high risk of acute respiratory distress syndrome (ARDS). The lung injury prediction score (LIPS) has been used to predict ARDS development; however, it was developed based on the previous definition of ARDS. We investigated the predictive role of LIPS in ARDS development according to its Berlin definition in the Korean population. MATERIALS AND METHODS This was a retrospective study that enrolled adult patients admitted to the intensive care unit (ICU) at a single university-affiliated hospital in Korea from September 1, 2018, to August 31, 2019. LIPS at the time of ICU admission and the development of ARDS were evaluated. RESULTS Of the 548 enrolled patients, 33 (6.0%) fulfilled the Berlin ARDS definition. The LIPS for non-ARDS and ARDS groups were 4.96±3.05 and 8.53±2.45, respectively (p<0.001); it was significantly associated with ARDS development (odds ratio 1.48, 95% confidence interval, 1.29-1.69; p<0.001). LIPS >6 predicted the development of ARDS with a sensitivity of 84.8% and a specificity of 67.2% [area under the curve (AUC)=0.82]. A modified LIPS model adjusted for age and severity at ICU admission predicted ICU mortality in patients with ARDS (AUC=0.80), but not in those without ARDS (AUC=0.54). CONCLUSION LIPS predicted the development of ARDS as diagnosed by the Berlin definition in the Korean population. LIPS provides useful information for managing patients with ARDS.
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Affiliation(s)
- Beong Ki Kim
- Division of Pulmonology, Department of Internal Medicine, Korea University Ansan Hospital, Ansan, Korea
| | - Sua Kim
- Department of Critical Care Medicine, Korea University Ansan Hospital, Ansan, Korea
| | - Chi Young Kim
- Division of Pulmonology, Department of Internal Medicine, Korea University Ansan Hospital, Ansan, Korea
| | - Yu Jin Kim
- Division of Pulmonology, Department of Internal Medicine, Korea University Ansan Hospital, Ansan, Korea
| | - Seung Heon Lee
- Division of Pulmonology, Department of Internal Medicine, Korea University Ansan Hospital, Ansan, Korea
| | - Jae Hyung Cha
- Medical Science Research Center, Korea University Ansan Hospital, Ansan, Korea
| | - Je Hyeong Kim
- Division of Pulmonology, Department of Internal Medicine, Korea University Ansan Hospital, Ansan, Korea
- Department of Critical Care Medicine, Korea University Ansan Hospital, Ansan, Korea.
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Wei Y, Huang H, Zhang R, Zhu Z, Zhu Y, Lin L, Dong X, Wei L, Chen X, Liu Z, Zhao Y, Su L, Chen F, Christiani DC. Association of Serum Mannose With Acute Respiratory Distress Syndrome Risk and Survival. JAMA Netw Open 2021; 4:e2034569. [PMID: 33502483 PMCID: PMC7841460 DOI: 10.1001/jamanetworkopen.2020.34569] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
IMPORTANCE Acute respiratory distress syndrome (ARDS) confers high mortality risk among critically ill patients. Identification of biomarkers associated with ARDS risk may guide clinical diagnosis and prognosis. OBJECTIVE To systematically evaluate the association of blood metabolites with ARDS risk and survival. DESIGN, SETTING, AND PARTICIPANTS In this cohort study, data from the Molecular Epidemiology of ARDS (MEARDS) study, a prospective cohort of 403 patients with ARDS and 1227 non-ARDS controls, were analyzed. Patients were recruited in intensive care units (ICUs) at Massachusetts General Hospital and Beth Israel Deaconess Medical Center, both in Boston, Massachusetts, from January 1, 1998, to December 31, 2014. Data analysis was performed from December 9, 2018, to January 4, 2019. MAIN OUTCOMES AND MEASURES Participants were followed up daily for ARDS development defined by Berlin criteria, requiring fulfillment of chest radiograph and oxygenation criteria on the same calendar day during invasive ventilatory assistance. A 2-stage study design was used to explore novel metabolites associated with ARDS risk and survival. RESULTS Of the 1630 participants from MEARDS who were admitted to the ICU , 403 (24.7%) were diagnosed with ARDS (mean [SD] age, 63.0 [17.0] years; 251 [62.3%] male) and 1227 (75.3%) were at-risk but did not have ARDS (mean [SD] age, 62.3 [16.9] years; 753 [61.4%] male). Mendelian randomization suggested that genetically regulated serum mannose was associated with ARDS risk (odds ratio [OR], 0.64; 95% CI, 0.53-0.78; P = 7.46 × 10-6) in the discovery stage. In the functional validation stage incorporating 83 participants with ARDS and matched at-risk participants in the control group from the ICU, the protective association of mannose with ARDS risk was validated (OR, 0.67; 95% CI, 0.46-0.97; P = .03). Furthermore, serum mannose was associated with 28-day (OR, 0.25; 95% CI, 0.11-0.56; P = 6.95 × 10-4) and 60-day (OR, 0.36; 95% CI, 0.19-0.71; P = 3.12 × 10-3) mortality and 28-day (hazard ratio, 0.49; 95% CI, 0.32-0.74; P = 6.41 × 10-4) and 60-day (hazard ratio, 0.55; 95% CI, 0.37-0.80; P = 2.11 × 10-3) survival. CONCLUSIONS AND RELEVANCE In this study, genetically regulated serum mannose appeared to be associated with ARDS risk and outcome, and increased serum mannose at admission was associated with reduced ARDS risk and better survival. These findings could inform prevention and clinical intervention in ARDS cases, which have increased with the expansion of the coronavirus disease 2019 pandemic.
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Affiliation(s)
- Yongyue Wei
- Department of Biostatistics, Nanjing Medical University School of Public Health, Nanjing, Jiangsu, China
- China International Cooperation Center for Environment and Human Health, Center for Global Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Hui Huang
- Department of Biostatistics, Nanjing Medical University School of Public Health, Nanjing, Jiangsu, China
| | - Ruyang Zhang
- Department of Biostatistics, Nanjing Medical University School of Public Health, Nanjing, Jiangsu, China
- China International Cooperation Center for Environment and Human Health, Center for Global Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Zhaozhong Zhu
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Ying Zhu
- Department of Biostatistics, Nanjing Medical University School of Public Health, Nanjing, Jiangsu, China
| | - Lijuan Lin
- Department of Biostatistics, Nanjing Medical University School of Public Health, Nanjing, Jiangsu, China
| | - Xuesi Dong
- Department of Biostatistics, Nanjing Medical University School of Public Health, Nanjing, Jiangsu, China
| | - Liangmin Wei
- Department of Biostatistics, Nanjing Medical University School of Public Health, Nanjing, Jiangsu, China
| | - Xin Chen
- Department of Biostatistics, Nanjing Medical University School of Public Health, Nanjing, Jiangsu, China
| | - Zhonghua Liu
- Department of Statistics and Actuarial Science, The University of Hong Kong, Hong Kong, China
| | - Yang Zhao
- Department of Biostatistics, Nanjing Medical University School of Public Health, Nanjing, Jiangsu, China
- China International Cooperation Center for Environment and Human Health, Center for Global Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Li Su
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Feng Chen
- Department of Biostatistics, Nanjing Medical University School of Public Health, Nanjing, Jiangsu, China
- China International Cooperation Center for Environment and Human Health, Center for Global Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - David C. Christiani
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Medicine, Massachusetts General Hospital, Boston
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Hernández-Beeftink T, Guillen-Guio B, Villar J, Flores C. Genomics and the Acute Respiratory Distress Syndrome: Current and Future Directions. Int J Mol Sci 2019; 20:E4004. [PMID: 31426444 PMCID: PMC6721149 DOI: 10.3390/ijms20164004] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 08/05/2019] [Accepted: 08/11/2019] [Indexed: 12/19/2022] Open
Abstract
The excessive hospital mortality associated with acute respiratory distress syndrome (ARDS) in adults mandates an urgent need for developing new therapies and tools for the early risk assessment of these patients. ARDS is a heterogeneous syndrome with multiple different pathogenetic processes contributing differently in different patients depending on clinical as well as genetic factors. Identifying genetic-based biomarkers holds the promise for establishing effective predictive and prognostic stratification methods and for targeting new therapies to improve ARDS outcomes. Here we provide an updated review of the available evidence supporting the presence of genetic factors that are predictive of ARDS development and of fatal outcomes in adult critically ill patients and that have been identified by applying different genomic and genetic approaches. We also introduce other incipient genomics approximations, such as admixture mapping, metagenomics and genome sequencing, among others, that will allow to boost this knowledge and likely reveal new genetic predictors of ARDS susceptibility and prognosis among critically ill patients.
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Affiliation(s)
- Tamara Hernández-Beeftink
- Research Unit, Hospital Universitario Dr. Negrín, Las Palmas de Gran Canaria 35010, Spain
- Research Unit, Hospital Universitario N.S. de Candelaria, Universidad de La Laguna, Santa Cruz de Tenerife 38010, Spain
| | - Beatriz Guillen-Guio
- Research Unit, Hospital Universitario N.S. de Candelaria, Universidad de La Laguna, Santa Cruz de Tenerife 38010, Spain
| | - Jesús Villar
- Research Unit, Hospital Universitario Dr. Negrín, Las Palmas de Gran Canaria 35010, Spain
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid 28029, Spain
| | - Carlos Flores
- Research Unit, Hospital Universitario N.S. de Candelaria, Universidad de La Laguna, Santa Cruz de Tenerife 38010, Spain.
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid 28029, Spain.
- Genomics Division, Instituto Tecnológico y de Energías Renovables (ITER), Santa Cruz de Tenerife 38600, Spain.
- Instituto de Tecnologías Biomédicas (ITB), Universidad de La Laguna, Santa Cruz de Tenerife 38200, Spain.
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The authors reply. Crit Care Med 2019; 45:e1096-e1097. [PMID: 28915192 DOI: 10.1097/ccm.0000000000002591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Wang Z, Tao L, Yan Y, Zhu X. Rationale and design of a prospective, multicentre, randomised, conventional treatment-controlled, parallel-group trial to evaluate the efficacy and safety of ulinastatin in preventing acute respiratory distress syndrome in high-risk patients. BMJ Open 2019; 9:e025523. [PMID: 30850411 PMCID: PMC6429909 DOI: 10.1136/bmjopen-2018-025523] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
INTRODUCTION Acute respiratory distress syndrome (ARDS) is challenging in the intensive care unit (ICU). Although pharmacotherapy for ARDS has gained increasing attention, most trials have yielded negative results. Patients with ARDS have usually been recruited as subjects; the inflammatory reaction has already expanded into a cascade at this point, and its severity is sufficient to damage the lung parenchyma. This raises the question of whether early treatment can prevent ARDS and the associated lung injury. We hypothesise that ARDS is preventable in high-risk patients by administration of ulinastatin as an anti-inflammatory drug before ARDS onset, and we are performing a study to test ulinastatin, a protease inhibitor, versus treatment-as-usual in a group of patients at increased risk for ARDS. METHODS AND ANALYSIS This report presents the protocol for a multicentre, randomised, conventional treatment-controlled, parallel group study to prevent the development of ARDS using ulinastatin in high-risk patients. The study population will comprise patients at risk of ARDS in the ICU (≥18 years of age and Lung Injury Prediction Score of >4); patients with confirmed ARDS and some other conditions (immunodeficiency, use of some drugs, etc.) will be excluded. The enrolled patients will be randomly allocated to an ulinastatin group (ulinastatin will be intravenously administered every 8 hours for a total of 600 000 U/day for five consecutive days) or control group. The efficacy of ulinastatin in preventing ARDS development will be evaluated by the incidence rate of ARDS as the primary outcome; the secondary outcomes include the severity of ARDS, clinical outcome, extrapulmonary organ function and adverse events incurred by ulinastatin. Based on the results of preliminary studies and presuming the incidence of ARDS will decrease by 9% in high-risk patients, 880 patients are needed to obtain statistical power of 80%. ETHICS AND DISSEMINATION This study has been approved by the Peking University Third Hospital Medical Science Research Ethics Committee. The findings will be published in peer-reviewed journals and presented at national and international conferences. TRIAL REGISTRATION NUMBER NCT03089957; Pre-results.
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Affiliation(s)
- Zongyu Wang
- Department of Intensive Care Unit, Peking University Third Hospital, Beijing, China
| | - Liyuan Tao
- Research Center of Clinical Epidemiology, Peking University Third Hospital, Beijing, China
| | - Yingying Yan
- Department of Pharmacy, Peking University Third Hospital, Beijing, China
| | - Xi Zhu
- Department of Intensive Care Unit, Peking University Third Hospital, Beijing, China
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Outcomes of Children With Critical Bronchiolitis Meeting at Risk for Pediatric Acute Respiratory Distress Syndrome Criteria. Pediatr Crit Care Med 2019; 20:e70-e76. [PMID: 30461577 DOI: 10.1097/pcc.0000000000001812] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES New definitions of pediatric acute respiratory distress syndrome include criteria to identify a subset of children "at risk for pediatric acute respiratory distress syndrome." We hypothesized that, among PICU patients with bronchiolitis not immediately requiring invasive mechanical ventilation, those meeting at risk for pediatric acute respiratory distress syndrome criteria would have worse clinical outcomes, including higher rates of pediatric acute respiratory distress syndrome development. DESIGN Single-center, retrospective chart review. SETTING Mixed medical-surgical PICU within a tertiary academic children's hospital. PATIENTS Children 24 months old or younger admitted to the PICU with a primary diagnosis of bronchiolitis from September 2013 to April 2014. Children intubated before PICU arrival were excluded. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Collected data included demographics, respiratory support, oxygen saturation, and chest radiograph interpretation by staff radiologist. Oxygen flow (calculated as FIO2 × flow rate [L/min]) was calculated when oxygen saturation was 88-97%. The median age of 115 subjects was 5 months (2-11 mo). Median PICU length of stay was 2.8 days (1.5-4.8 d), and median hospital length of stay was 5 days (3-10 d). The criteria for at risk for pediatric acute respiratory distress syndrome was met in 47 of 115 subjects (40.9%). Children who were at risk for pediatric acute respiratory distress syndrome were more likely to develop pediatric acute respiratory distress syndrome (15/47 [31.9%] vs 1/68 [1.5%]; p < 0.001), had longer PICU length of stay (4.6 d [2.8-10.2 d] vs 1.9 d [1.0-3.1 d]; p < 0.001) and hospital length of stay (8 d [5-16 d] vs 4 d [2-6 d]; p < 0.001), and increased need for invasive mechanical ventilation (16/47 [34.0%] vs 2/68 [2.9%]; p < 0.001), compared with those children who did not meet at risk for pediatric acute respiratory distress syndrome criteria. CONCLUSIONS Our data suggest that the recent definition of at risk for pediatric acute respiratory distress syndrome can successfully identify children with critical bronchiolitis who have relatively unfavorable clinical courses.
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Red blood cell distribution width is an independent risk factor in the prediction of acute respiratory distress syndrome after severe burns. Burns 2019; 45:1158-1163. [PMID: 30686695 DOI: 10.1016/j.burns.2019.01.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 12/08/2018] [Accepted: 01/03/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND The occurrence of acute respiratory distress syndrome (ARDS) significantly increases the mortality and morbidity of major burns; there are few laboratory markers that predict the development of ARDS in severe burns. This study was to investigate the relationship between complete blood count (CBC) parameters and the incidence of ARDS in severe burn patients. METHODS An eight-year retrospective study was performed on 610 severe burn patients who were admitted to the First Affiliated Hospital of Anhui Medical University and Rui Jin Hospital of Shanghai Jiao Tong University from January 2008 to December 2015. The patients were divided into two groups based on the development of ARDS. A blood sample was taken at admission and CBC parameters were examined. Univariate logistic regression analysis was used to evaluate the risk factors for the development of ARDS. RESULTS Of these 610 patients, 143 developed ARDS giving a rate of 23.44%. The percentage of deep second degree and full thickness burn, inhalation injury and red blood cell distribution width (RDW) were independently associated with the development of ARDS in severe burn patients. Every 1% increase in RDW was associated with a 29% increase in the risk to develop ARDS. CONCLUSIONS The findings of this study suggest that an elevated RDW is associated with an increased risk of ARDS and RDW is an independent risk factor in the prediction of ARDS after severe burns.
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Xie J, Liu L, Yang Y, Yu W, Li M, Yu K, Zheng R, Yan J, Wang X, Cai G, Li J, Gu Q, Zhao H, Mu X, Ma X, Qiu H. A modified acute respiratory distress syndrome prediction score: a multicenter cohort study in China. J Thorac Dis 2018; 10:5764-5773. [PMID: 30505484 DOI: 10.21037/jtd.2018.09.117] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Background Early recognition of the risks of acute respiratory distress syndrome (ARDS) and prevention of the development of ARDS may be more effective in improving patient outcomes. We performed the present study to determine the ARDS risk factors in a Chinese population and validate a score to predict the development of ARDS. Methods This was an observational multicenter cohort study performed in 13 tertiary hospitals in China. Patients admitted into participating intensive care units (ICUs) from January 1 to January 31, 2012, and from January 1 to January 10, 2013, were enrolled in a retrospective derivation cohort and a prospective validation cohort, respectively. In the derivation cohort, the potential risk factors of ARDS were collected. The confirmed risk factors were determined with univariate and multivariate logistic regression analyses, and then the modified ARDS prediction score (MAPS) was established. We prospectively enrolled patients to verify the accuracy of MAPS. Results A total of 479 and 198 patients were enrolled into the retrospective derivation cohort and the prospective validation cohort, respectively. A total of 93 (19.4%) patients developed ARDS in the derivation cohort. Acute pancreatitis, pneumonia, hypoalbuminemia, acidosis, and high respiratory rate were the risk factors for ARDS. The MAPS discriminated patients who developed ARDS from those who did not, with an area under the curve (AUC) of 0.809 [95% confidence interval (CI), 0.758-0.859, P<0.001]. In the prospective validation cohort, performance of the MAPS was similar to the retrospective derivation cohort, with an AUC of 0.792 (95% CI, 0.717-0.867, P<0.001). The lung injury prediction score (LIPS) showed a predicted value of an AUC of 0.770 (95% CI, 0.728-0.812, P<0.001) in our patients, which was significantly lower than our score (P<0.046). Conclusions The MAPS based on risk factors could help the clinician to predict patients who will develop ARDS. Trial registration ClinicalTrials.gov NCT01666834.
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Affiliation(s)
- Jianfeng Xie
- Department of Critical Care Medicine, Zhongda Hospital, School of Medicine, Southeast University, Nanjing 210009, China
| | - Ling Liu
- Department of Critical Care Medicine, Zhongda Hospital, School of Medicine, Southeast University, Nanjing 210009, China
| | - Yi Yang
- Department of Critical Care Medicine, Zhongda Hospital, School of Medicine, Southeast University, Nanjing 210009, China
| | - Wenkui Yu
- Department of Critical Care Medicine, Jinling Hospital, Medical School of Nanjing University, Nanjing 210002, China
| | - Maoqin Li
- Department of Critical Care Medicine, Xuzhou Central Hospital, Xuzhou 221009, China
| | - Kaijiang Yu
- Department of Critical Care Medicine, Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin 150040, China.,Department of Critical Care Medicine, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China
| | - Ruiqiang Zheng
- Department of Critical Care Medicine, Subei People's Hospital, School of Medicine, Yangzhou University, Yangzhou 225001, China
| | - Jie Yan
- Department of Critical Care Medicine, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214002, China
| | - Xue Wang
- Department of Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Guolong Cai
- Department of Critical Care Medicine, Zhejiang Hospital, Hangzhou 310013, China
| | - Jianguo Li
- Department of Critical Care Medicine, Zhongnan Hospital, Wuhan University, 430071, Wuhan, China
| | - Qin Gu
- Department of Critical Care Medicine, the Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing 210008, China
| | - Hongsheng Zhao
- Department of Critical Care Medicine, The First Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Xinwei Mu
- Department of Critical Care Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China
| | - Xiaochun Ma
- Department of Critical Care Medicine, The First Hospital of China Medical University, Shenyang 110001, China
| | - Haibo Qiu
- Department of Critical Care Medicine, Zhongda Hospital, School of Medicine, Southeast University, Nanjing 210009, China
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Preemptive Mechanical Ventilation Based on Dynamic Physiology in the Alveolar Microenvironment: Novel Considerations of Time-Dependent Properties of the Respiratory System. J Trauma Acute Care Surg 2018; 85:1081-1091. [PMID: 30124627 DOI: 10.1097/ta.0000000000002050] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
The acute respiratory distress syndrome (ARDS) remains a serious clinical problem with the current treatment being supportive in the form of mechanical ventilation. However, mechanical ventilation can be a double-edged sword; if set properly, it can significantly reduce ARDS associated mortality but if set improperly it can have unintended consequences causing a secondary ventilator induced lung injury (VILI). The hallmark of ARDS pathology is a heterogeneous lung injury, which predisposes the lung to a secondary VILI. The current standard of care approach is to wait until ARDS is well established and then apply a low tidal volume (LVt) strategy to avoid over-distending the remaining normal lung. However, even with the use of LVt strategy, the mortality of ARDS remains unacceptably high at ~40%. In this review, we analyze the lung pathophysiology associated with ARDS that renders the lung highly vulnerable to a secondary VILI. The current standard of care LVt strategy is critiqued as well as new strategies used in combination with LVt to protect the lung. Using the current understanding of alveolar mechanics (i.e. the dynamic change in alveolar size and shape with tidal ventilation) we provide a rationale for why the current protective ventilation strategies have not further reduced ARDS mortality. New strategies of protective ventilation based on dynamic physiology in the micro-environment (i.e. alveoli and alveolar ducts) are discussed. Current evidence suggests that alveolar inflation and deflation is viscoelastic in nature, with a fast and slow phase in both alveolar recruitment and collapse. Using this knowledge, a ventilation strategy with a prolonged time at inspiration would recruit alveoli and a brief release time at expiration would prevent alveolar collapse, converting heterogeneous to homogeneous lung inflation significantly reducing ARDS incidence and mortality.
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19
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Nieman GF, Satalin J, Andrews P, Aiash H, Habashi NM, Gatto LA. Personalizing mechanical ventilation according to physiologic parameters to stabilize alveoli and minimize ventilator induced lung injury (VILI). Intensive Care Med Exp 2017; 5:8. [PMID: 28150228 PMCID: PMC5289131 DOI: 10.1186/s40635-017-0121-x] [Citation(s) in RCA: 74] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Accepted: 01/26/2017] [Indexed: 12/15/2022] Open
Abstract
It has been shown that mechanical ventilation in patients with, or at high-risk for, the development of acute respiratory distress syndrome (ARDS) can be a double-edged sword. If the mechanical breath is improperly set, it can amplify the lung injury associated with ARDS, causing a secondary ventilator-induced lung injury (VILI). Conversely, the mechanical breath can be adjusted to minimize VILI, which can reduce ARDS mortality. The current standard of care ventilation strategy to minimize VILI attempts to reduce alveolar over-distension and recruitment-derecruitment (R/D) by lowering tidal volume (Vt) to 6 cc/kg combined with adjusting positive-end expiratory pressure (PEEP) based on a sliding scale directed by changes in oxygenation. Thus, Vt is often but not always set as a "one-size-fits-all" approach and although PEEP is often set arbitrarily at 5 cmH2O, it may be personalized according to changes in a physiologic parameter, most often to oxygenation. However, there is evidence that oxygenation as a method to optimize PEEP is not congruent with the PEEP levels necessary to maintain an open and stable lung. Thus, optimal PEEP might not be personalized to the lung pathology of an individual patient using oxygenation as the physiologic feedback system. Multiple methods of personalizing PEEP have been tested and include dead space, lung compliance, lung stress and strain, ventilation patterns using computed tomography (CT) or electrical impedance tomography (EIT), inflection points on the pressure/volume curve (P/V), and the slope of the expiratory flow curve using airway pressure release ventilation (APRV). Although many studies have shown that personalizing PEEP is possible, there is no consensus as to the optimal technique. This review will assess various methods used to personalize PEEP, directed by physiologic parameters, necessary to adaptively adjust ventilator settings with progressive changes in lung pathophysiology.
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Affiliation(s)
- Gary F. Nieman
- Department of Surgery, SUNY Upstate Medical University, Syracuse, NY USA
| | - Joshua Satalin
- Department of Surgery, SUNY Upstate Medical University, Syracuse, NY USA
- Cardiopulmonary Critical Care Lab, Department of Surgery, Upstate Medical University, 750 East Adams Street, Syracuse, NY 13210 USA
| | | | - Hani Aiash
- Department of Surgery, SUNY Upstate Medical University, Syracuse, NY USA
| | - Nader M. Habashi
- Department of Trauma Critical Care Medicine, R Adams Cowley Shock Trauma Center, University of Maryland, Baltimore, MD USA
| | - Louis A. Gatto
- Biological Sciences Department, Biological Sciences Department, SUNY Cortland, Cortland, NY USA
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20
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Jabaudon M, Blondonnet R, Audard J, Fournet M, Godet T, Sapin V, Constantin JM. Recent directions in personalised acute respiratory distress syndrome medicine. Anaesth Crit Care Pain Med 2017; 37:251-258. [PMID: 28935455 DOI: 10.1016/j.accpm.2017.08.006] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2017] [Revised: 08/10/2017] [Accepted: 08/15/2017] [Indexed: 12/12/2022]
Abstract
Acute respiratory distress syndrome (ARDS) is heterogeneous by definition and patient response varies depending on underlying biology and their severity of illness. Although ARDS subtypes have been identified with different prognoses in past studies, the concept of phenotypes or endotypes does not extend to the clinical definition of ARDS. This has possibly hampered the development of therapeutic interventions that target select biological mechanisms of ARDS. Recently, a major advance may have been achieved as it may now be possible to identify ARDS subtypes that may confer different responses to therapy. The aim of personalised medicine is to identify, select, and test therapies that are most likely to be associated with a favourable outcome in a specific patient. Several promising approaches to ARDS subtypes capable of predicting therapeutic response, and not just prognosis, are highlighted in this perspective paper. An overview is also provided of current and future directions regarding the provision of personalised ARDS medicine. The importance of delivering the right care, at the right time, to the right patient, is emphasised.
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Affiliation(s)
- Matthieu Jabaudon
- Department of perioperative medicine, CHU de Clermont-Ferrand, 58, rue Montalembert, 63000 Clermont-Ferrand, France; Université Clermont Auvergne, CNRS 6293, Inserm U1103, GReD, 1, place Lucie-Aubrac, 63003 Clermont-Ferrand cedex 1, France.
| | - Raiko Blondonnet
- Department of perioperative medicine, CHU de Clermont-Ferrand, 58, rue Montalembert, 63000 Clermont-Ferrand, France; Université Clermont Auvergne, CNRS 6293, Inserm U1103, GReD, 1, place Lucie-Aubrac, 63003 Clermont-Ferrand cedex 1, France
| | - Jules Audard
- Department of perioperative medicine, CHU de Clermont-Ferrand, 58, rue Montalembert, 63000 Clermont-Ferrand, France; Université Clermont Auvergne, CNRS 6293, Inserm U1103, GReD, 1, place Lucie-Aubrac, 63003 Clermont-Ferrand cedex 1, France
| | - Marianne Fournet
- Université Clermont Auvergne, CNRS 6293, Inserm U1103, GReD, 1, place Lucie-Aubrac, 63003 Clermont-Ferrand cedex 1, France
| | - Thomas Godet
- Department of perioperative medicine, CHU de Clermont-Ferrand, 58, rue Montalembert, 63000 Clermont-Ferrand, France
| | - Vincent Sapin
- Université Clermont Auvergne, CNRS 6293, Inserm U1103, GReD, 1, place Lucie-Aubrac, 63003 Clermont-Ferrand cedex 1, France; Department of medical biochemistry and molecular biology, CHU de Clermont-Ferrand, 63000 Clermont-Ferrand, France
| | - Jean-Michel Constantin
- Department of perioperative medicine, CHU de Clermont-Ferrand, 58, rue Montalembert, 63000 Clermont-Ferrand, France; Université Clermont Auvergne, CNRS 6293, Inserm U1103, GReD, 1, place Lucie-Aubrac, 63003 Clermont-Ferrand cedex 1, France
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21
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Zhu Z, Liang L, Zhang R, Wei Y, Su L, Tejera P, Guo Y, Wang Z, Lu Q, Baccarelli AA, Zhu X, Bajwa EK, Taylor Thompson B, Shi GP, Christiani DC. Whole blood microRNA markers are associated with acute respiratory distress syndrome. Intensive Care Med Exp 2017; 5:38. [PMID: 28856588 PMCID: PMC5577350 DOI: 10.1186/s40635-017-0155-0] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2017] [Accepted: 08/21/2017] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND MicroRNAs (miRNAs) can play important roles in inflammation and infection, which are common manifestations of acute respiratory distress syndrome (ARDS). We assessed if whole blood miRNAs were potential diagnostic biomarkers for human ARDS. METHODS This nested case-control study (N = 530) examined a cohort of ARDS patients and critically ill at-risk controls. Whole blood miRNA profiles and logistic regression analyses identified miRNAs correlated with ARDS. Stratification analysis also assessed selected miRNA markers for their role in sepsis and pneumonia associated with ARDS. Receiver operating characteristic (ROC) analysis evaluated miRNA diagnostic performance, along with Lung Injury Prediction Score (LIPS). RESULTS Statistical analyses were performed on 294 miRNAs, selected from 754 miRNAs after quality control screening. Logistic regression identified 22 miRNAs from a 156-patient discovery cohort as potential risk or protective markers of ARDS. Three miRNAs-miR-181a, miR-92a, and miR-424-from the discovery cohort remained significantly associated with ARDS in a 373-patient independent validation cohort (FDR q < 0.05) and meta-analysis (p < 0.001). ROC analyses demonstrated a LIPS baseline area-under-the-curve (AUC) value of ARDS of 0.708 (95% CI 0.651-0.766). Addition of miR-181a, miR-92a, and miR-424 to LIPS increased baseline AUC to 0.723 (95% CI 0.667-0.778), with a relative integrated discrimination improvement of 2.40 (p = 0.005) and a category-free net reclassification index of 27.21% (p = 0.01). CONCLUSIONS miR-181a and miR-92a are risk biomarkers for ARDS, whereas miR-424 is a protective biomarker. Addition of these miRNAs to LIPS can improve the risk estimate for ARDS.
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Affiliation(s)
- Zhaozhong Zhu
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, 665 Huntington Avenue, Boston, MA, USA
| | - Liming Liang
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA.,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Ruyang Zhang
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, 665 Huntington Avenue, Boston, MA, USA.,Department of Environmental Health, Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory for Modern Toxicology, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Yongyue Wei
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, 665 Huntington Avenue, Boston, MA, USA.,Department of Environmental Health, Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory for Modern Toxicology, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Li Su
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, 665 Huntington Avenue, Boston, MA, USA
| | - Paula Tejera
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, 665 Huntington Avenue, Boston, MA, USA
| | - Yichen Guo
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, 665 Huntington Avenue, Boston, MA, USA
| | - Zhaoxi Wang
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, 665 Huntington Avenue, Boston, MA, USA
| | - Quan Lu
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, 665 Huntington Avenue, Boston, MA, USA
| | - Andrea A Baccarelli
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, 665 Huntington Avenue, Boston, MA, USA
| | - Xi Zhu
- Department of Critical Care Medicine, Peking University Third Hospital, Beijing, China
| | - Ednan K Bajwa
- Pulmonary and Critical Care Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - B Taylor Thompson
- Pulmonary and Critical Care Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Guo-Ping Shi
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - David C Christiani
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, 665 Huntington Avenue, Boston, MA, USA. .,Pulmonary and Critical Care Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
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Preadmission Oral Corticosteroids Are Associated With Reduced Risk of Acute Respiratory Distress Syndrome in Critically Ill Adults With Sepsis. Crit Care Med 2017; 45:774-780. [PMID: 28257336 DOI: 10.1097/ccm.0000000000002286] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVES To determine the association between preadmission oral corticosteroid receipt and the development of acute respiratory distress syndrome in critically ill patients with sepsis. DESIGN Retrospective observational study. SETTING Medical, surgical, trauma, and cardiovascular ICUs of an academic medical center. PATIENTS A total of 1,080 critically ill patients with sepsis. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS The unadjusted occurrence rate of acute respiratory distress syndrome within 96 hours of ICU admission was 35% among patients who had received oral corticosteroids compared with 42% among those who had not (p = 0.107). In a multivariable analysis controlling for prespecified confounders, preadmission oral corticosteroids were associated with a lower incidence of acute respiratory distress syndrome in the 96 hours after ICU admission (odds ratio, 0.53; 95% CI, 0.33-0.84; p = 0.008), a finding that persisted in multiple sensitivity analyses. The median daily dose of oral corticosteroids among the 165 patients receiving oral corticosteroids, in prednisone equivalents, was 10 mg (interquartile range, 5-30 mg). Higher doses of preadmission oral corticosteroids were associated with a lower incidence of acute respiratory distress syndrome (odds ratio for 30 mg of prednisone compared with 5 mg 0.53; 95% CI, 0.32-0.86). In multivariable analyses, preadmission oral corticosteroids were not associated with in-hospital mortality (odds ratio, 1.41; 95% CI, 0.87-2.28; p = 0.164), ICU length of stay (odds ratio, 0.90; 95% CI, 0.63-1.30; p = 0.585), or ventilator-free days (odds ratio, 1.06; 95% CI, 0.71-1.57; p = 0.783). CONCLUSIONS Among ICU patients with sepsis, preadmission oral corticosteroids were independently associated with a lower incidence of early acute respiratory distress syndrome.
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How to approach the acute respiratory distress syndrome: Prevention, plan, and prudence. Respir Investig 2017; 55:190-195. [PMID: 28427745 DOI: 10.1016/j.resinv.2016.12.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Revised: 12/14/2016] [Accepted: 12/30/2016] [Indexed: 11/20/2022]
Abstract
The acute respiratory distress syndrome (ARDS) is typically manifested by refractory hypoxemia with high mortality. A correct diagnosis is the first step to achieve better outcomes. An early intervention to manage modifiable risk factors of ARDS development and the avoidance of aggravating factors that increase disease severity and progression should be carefully addressed. A management plan is necessary at an early stage of ARDS to determine the level of intensive care. It should be carefully decided which therapeutic measures should be performed depending on the patient׳s underlying clinical condition. The clinician׳s considerate prudence is required in decisions of when to apply intensive measures for an ARDS treatment. Mechanical ventilator support should be carefully used depending on the patient׳s severity and pathological phase. Decreasing inappropriate alveolar strain through a low tidal volume under optimal positive end-expiratory pressure is key for ventilator support in ARDS. The extracorporeal membrane oxygenation applied in the experienced centers seems to improve the survival of patients with severe ARDS. A constellation of physical and psychological problems can develop or persist for up to 5 years in patients with ARDS. Therefore, an early mobilization with rehabilitation, even during an intensive care unit stay, should be seriously considered whenever feasible. Lastly, prevention of aspiration, stress ulcers, deep vein thrombosis, catheter-related infection, overhydration, and heavy sedation is essential to achieve better outcomes in ARDS.
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Yadav H, Thompson BT, Gajic O. Fifty Years of Research in ARDS. Is Acute Respiratory Distress Syndrome a Preventable Disease? Am J Respir Crit Care Med 2017; 195:725-736. [PMID: 28040987 DOI: 10.1164/rccm.201609-1767ci] [Citation(s) in RCA: 122] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Despite significant advances in our understanding and management of patients with acute respiratory distress syndrome (ARDS), the morbidity and mortality from ARDS remains high. Given the limited number of effective treatments for established ARDS, the strategic focus of ARDS research has shifted toward identifying patients with or at high risk of ARDS early in the course of the underlying illness, when strategies to reduce the development and progression of ARDS and associated organ failures can be systematically evaluated. In this review, we summarize the rationale, current evidence, and future directions in ARDS prevention.
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Affiliation(s)
- Hemang Yadav
- 1 Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota; and
| | - B Taylor Thompson
- 2 Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Ognjen Gajic
- 1 Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota; and
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Gil Cano A, Gracia Romero M, Monge García MI, Guijo González P, Ruiz Campos J. Preemptive hemodynamic intervention restricting the administration of fluids attenuates lung edema progression in oleic acid-induced lung injury. Med Intensiva 2016; 41:135-142. [PMID: 27986329 DOI: 10.1016/j.medin.2016.08.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Revised: 07/04/2016] [Accepted: 08/03/2016] [Indexed: 11/28/2022]
Abstract
OBJECTIVE A study is made of the influence of preemptive hemodynamic intervention restricting fluid administration upon the development of oleic acid-induced lung injury. DESIGN A randomized in vivo study in rabbits was carried out. SETTING University research laboratory. SUBJECTS Sixteen anesthetized, mechanically ventilated rabbits. VARIABLES Hemodynamic measurements obtained by transesophageal Doppler signal. Respiratory mechanics computed by a least square fitting method. Lung edema assessed by the ratio of wet weight to dry weight of the right lung. Histological examination of the left lung. INTERVENTIONS Animals were randomly assigned to either the early protective lung strategy (EPLS) (n=8) or the early protective hemodynamic strategy (EPHS) (n=8). In both groups, lung injury was induced by the intravenous infusion of oleic acid (OA) (0.133mlkg-1h-1 for 2h). At the same time, the EPLS group received 15mlkg-1h-1 of Ringer lactate solution, while the EPHS group received 30mlkg-1h-1. Measurements were obtained at baseline and 1 and 2h after starting OA infusion. RESULTS After 2h, the cardiac index decreased in the EPLS group (p<0.05), whereas in the EPHS group it remained unchanged. Lung compliance decreased significantly only in the EPHS group (p<0.05). Lung edema was greater in the EPHS group (p<0.05). Histological damage proved similar in both groups (p=0.4). CONCLUSIONS In this experimental model of early lung injury, lung edema progression was attenuated by preemptively restricting the administration of fluids.
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Affiliation(s)
- A Gil Cano
- Laboratorio de Investigación Experimental, Unidad de Gestión Clínica de Medicina Intensiva, Hospital del SAS de Jerez, Jerez de la Frontera, Cádiz, Spain.
| | - M Gracia Romero
- Laboratorio de Investigación Experimental, Unidad de Gestión Clínica de Medicina Intensiva, Hospital del SAS de Jerez, Jerez de la Frontera, Cádiz, Spain
| | - M I Monge García
- Laboratorio de Investigación Experimental, Unidad de Gestión Clínica de Medicina Intensiva, Hospital del SAS de Jerez, Jerez de la Frontera, Cádiz, Spain
| | - P Guijo González
- Laboratorio de Investigación Experimental, Unidad de Gestión Clínica de Medicina Intensiva, Hospital del SAS de Jerez, Jerez de la Frontera, Cádiz, Spain
| | - J Ruiz Campos
- Servicio de Anatomía Patológica, Hospital del SAS de Jerez, Jerez de la Frontera, Cádiz, Spain
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Kuzkov VV, Rodionova LN, Ilyina YY, Ushakov AA, Sokolova MM, Fot EV, Duberman BL, Kirov MY. Protective Ventilation Improves Gas Exchange, Reduces Incidence of Atelectases, and Affects Metabolic Response in Major Pancreatoduodenal Surgery. Front Med (Lausanne) 2016; 3:66. [PMID: 27999775 PMCID: PMC5138232 DOI: 10.3389/fmed.2016.00066] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2016] [Accepted: 11/21/2016] [Indexed: 11/16/2022] Open
Abstract
Background Protective perioperative ventilation has been shown to improve outcomes and reduce the incidence of postoperative pulmonary complications. The goal of this study was to assess the effects of ventilation with low tidal volume (VT) either alone or in a combination with moderate permissive hypercapnia in major pancreatoduodenal interventions. Materials and methods Sixty adult patients scheduled for elective pancreatoduodenal surgery with duration >2 h were enrolled into a prospective single-center study. All patients were randomized to three groups receiving high VT [10 mL/kg of predicted body weight (PBW), the HVT group, n = 20], low VT (6 mL/kg PBW, the LVT group, n = 20), and low VT combined with a moderate hypercapnia and hypercapnic acidosis (6 mL/kg PBW, PaCO2 45–60 mm Hg, the LVT + HC group, n = 20). Cardiopulmonary parameters and the incidence of complications were registered during surgery and postoperatively. Results and discussion The values of VT were 610 (563–712), 370 (321–400), and 340 (312–430) mL/kg for the HVT, the LVT, and the LVT + HC groups, respectively (p < 0.001). Compared to the HVT group, PaO2/FiO2 ratio was increased in the LVT group by 15%: 333 (301–381) vs. 382 (349–423) mm Hg at 24 h postoperatively (p < 0.05). The HVT group had significantly higher incidence of atelectases (n = 6), despite lower incidence of smoking compared with the LVT (n = 1) group (p = 0.017) and demonstrated longer length of hospital stay. The patients of the LVT + HC group had lower arterial lactate and bicarbonate excess values by the end of surgery. Conclusion In major pancreatoduodenal interventions, preventively protective VT improves postoperative oxygenation, reduces the incidence of atelectases, and shortens length of hospital stay. The combination of low VT and permissive hypercapnia results in hypercapnic acidosis decreasing the lactate concentration but adding no additional benefits and warrants further investigations.
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Affiliation(s)
- Vsevolod V Kuzkov
- Department of Anesthesiology and Intensive Care, Northern State Medical University, Arkhangelsk, Russian Federation; Department of Anesthesiology, City Hospital # 1, Arkhangelsk, Russian Federation
| | - Ludmila N Rodionova
- Department of Anesthesiology and Intensive Care, Northern State Medical University, Arkhangelsk, Russian Federation; Department of Anesthesiology, City Hospital # 1, Arkhangelsk, Russian Federation
| | - Yana Y Ilyina
- Department of Anesthesiology and Intensive Care, Northern State Medical University, Arkhangelsk, Russian Federation; Department of Anesthesiology, City Hospital # 1, Arkhangelsk, Russian Federation
| | - Aleksey A Ushakov
- Department of Anesthesiology and Intensive Care, Northern State Medical University , Arkhangelsk , Russian Federation
| | - Maria M Sokolova
- Department of Anesthesiology and Intensive Care, Northern State Medical University, Arkhangelsk, Russian Federation; Department of Anesthesiology, City Hospital # 1, Arkhangelsk, Russian Federation
| | - Eugenia V Fot
- Department of Anesthesiology and Intensive Care, Northern State Medical University, Arkhangelsk, Russian Federation; Department of Anesthesiology, City Hospital # 1, Arkhangelsk, Russian Federation
| | - Boris L Duberman
- Department of Surgery, Northern State Medical University , Arkhangelsk , Russian Federation
| | - Mikhail Y Kirov
- Department of Anesthesiology and Intensive Care, Northern State Medical University, Arkhangelsk, Russian Federation; Department of Anesthesiology, City Hospital # 1, Arkhangelsk, Russian Federation
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27
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Ozolina A, Sarkele M, Sabelnikovs O, Skesters A, Jaunalksne I, Serova J, Ievins T, Bjertnaes LJ, Vanags I. Activation of Coagulation and Fibrinolysis in Acute Respiratory Distress Syndrome: A Prospective Pilot Study. Front Med (Lausanne) 2016; 3:64. [PMID: 27965960 PMCID: PMC5125303 DOI: 10.3389/fmed.2016.00064] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Accepted: 11/15/2016] [Indexed: 01/10/2023] Open
Abstract
INTRODUCTION Coagulation and fibrinolysis remain sparsely addressed with regards to acute respiratory distress syndrome (ARDS). We hypothesized that ARDS development might be associated with changes in plasma coagulation and fibrinolysis. Our aim was to investigate the relationships between ARDS diagnosis and plasma concentrations of tissue factor (TF), tissue plasminogen activator (t-PA), and plasminogen activator inhibitor-1 (PAI-1) in mechanically ventilated patients at increased risk of developing ARDS. MATERIALS AND METHODS We performed an ethically approved prospective observational pilot study. Inclusion criteria were patients with PaO2/FiO2 < 300 mmHg admitted to the intensive care unit (ICU) for mechanical ventilation for 24 h, or more, because of one or more disease conditions associated with increased risk of developing ARDS. Exclusion criteria were age below 18 years; cardiac disease. We sampled plasma prospectively and compared patients who developed ARDS with those who did not using descriptive statistics and chi-square analysis of baseline demographical and clinical data. We also analyzed plasma concentrations of TF, t-PA, and PAI-1 at inclusion (T0) and on third (T3) and seventh day (T7) of the ICU stay with non-parametric statistics inclusive their sensitivity and specificity associated with the development of ARDS using receiver operating characteristic curve analysis. Statistical significance: p < 0.05. RESULTS Of 24 patients at risk, 6 developed mild ARDS and 4 of each moderate or severe ARDS, respectively, 3 ± 2 (mean ± SD) days after inclusion. Median plasma concentrations of TF and PAI-1 were significantly higher at T7 in patients with ARDS, as compared to non-ARDS. Simultaneously, we found moderate correlations between plasma concentrations of TF and PAI-1, TF and PaO2/FiO2, and positive end-expiratory pressure and TF. TF plasma concentration was associated with ARDS with 71% sensitivity and 100% specificity, a cut off level of 145 pg/ml and AUC 0.78, p = 0.02. PAI-1 displayed 64% sensitivity and 100% specificity with a cut off concentration of 117.5 pg/ml and AUC 0.77, p = 0.02. t-PA did not change significantly during the observation time. CONCLUSION This pilot study showed that increased plasma concentrations of TF and PAI-1 might support ARDS diagnoses in mechanically ventilated patients after 7 days in ICU.
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Affiliation(s)
- Agnese Ozolina
- Department of Cardiac Surgery, Pauls Stradins Clinical University Hospital, Riga, Latvia; Riga Stradins University, Riga, Latvia
| | - Marina Sarkele
- Riga Stradins University, Riga, Latvia; Department of Anesthesiology and Intensive Care Unit, Pauls Stradins Clinical University Hospital, Riga, Latvia
| | - Olegs Sabelnikovs
- Riga Stradins University, Riga, Latvia; Department of Anesthesiology and Intensive Care Unit, Pauls Stradins Clinical University Hospital, Riga, Latvia
| | - Andrejs Skesters
- Laboratory of Biochemistry, Riga Stradins University , Riga , Latvia
| | - Inta Jaunalksne
- Clinical Immunology Centre, Pauls Stradins Clinical University Hospital , Riga , Latvia
| | - Jelena Serova
- Clinical Immunology Centre, Pauls Stradins Clinical University Hospital , Riga , Latvia
| | - Talis Ievins
- Department of Cardiac Surgery, Pauls Stradins Clinical University Hospital , Riga , Latvia
| | - Lars J Bjertnaes
- Anesthesia and Critical Care Research Group, Department of Clinical Medicine, Faculty of Health Sciences, University of Tromsø , Tromsø , Norway
| | - Indulis Vanags
- Riga Stradins University, Riga, Latvia; Department of Anesthesiology and Intensive Care Unit, Pauls Stradins Clinical University Hospital, Riga, Latvia
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Zhang Y, Liu H, Yao J, Huang Y, Qin S, Sun Z, Xu Y, Wan S, Cheng H, Li C, Zhang X, Ke Y. Manipulating the air-filled zebrafish swim bladder as a neutrophilic inflammation model for acute lung injury. Cell Death Dis 2016; 7:e2470. [PMID: 27831560 PMCID: PMC5260887 DOI: 10.1038/cddis.2016.365] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2016] [Revised: 09/30/2016] [Accepted: 10/03/2016] [Indexed: 12/11/2022]
Abstract
Acute lung injury (ALI) and its more severe form, acute respiratory distress syndrome (ARDS), are life-threatening diseases that are associated with high mortality rates due to treatment limitations. Neutrophils play key roles in the pathogenesis of ALI/ARDS by promoting the inflammation and injury of the alveolar microenvironment. To date, in vivo functional approaches have been limited by the inaccessibility to the alveolar sacs, which are located at the anatomical terminal of the respiratory duct in mammals. We are the first to characterize the swim bladder of the zebrafish larva, which is similar to the mammalian lung, as a real-time in vivo model for examining pulmonary neutrophil infiltration during ALI. We observed that the delivery of exogenous materials, including lipopolysaccharide (LPS), Poly IC and silica nanoparticles, by microinjection triggered significant time- and dose-dependent neutrophil recruitment into the swim bladder. Neutrophils infiltrated the LPS-injected swim bladder through the blood capillaries around the pneumatic duct or a site near the pronephric duct. An increase in the post-LPS inflammatory cytokine mRNA levels coincided with the in vivo neutrophil aggregation in the swim bladder. Microscopic examinations of the LPS-injected swim bladders further revealed in situ injuries, including epithelial distortion, endoplasmic reticulum swelling and mitochondrial injuries. Inhibitor screening assays with this model showed a reduction in neutrophil migration into the LPS-injected swim bladder in response to Shp2 inhibition. Moreover, the pharmacological suppression and targeted disruption of Shp2 in myeloid cells alleviated pulmonary inflammation in the LPS-induced ALI mouse model. Additionally, we used this model to assess pneumonia-induced neutrophil recruitment by microinjecting bronchoalveolar lavage fluid from patients into swim bladders; this injection enhanced neutrophil aggregation relative to the control. In conclusion, our findings highlight the swim bladder as a promising and powerful model for mechanistic and drug screening studies of alveolar injuries.
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Affiliation(s)
- Yuefei Zhang
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China
| | - Hongcui Liu
- Hunter Biotechnology Corporation, Hangzhou 310053, China
| | - Junlin Yao
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Yanfeng Huang
- Hunter Biotechnology Corporation, Hangzhou 310053, China
| | - Shenlu Qin
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China
| | - Zheng Sun
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Yingchun Xu
- Department of Pulmonology, Children's Hospital, School of Medicine, Zhejiang University, Hangzhou 310000, China
| | - Shu Wan
- Department of Neurosurgery, The 1st Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310000, China
| | - Hongqiang Cheng
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China
| | - Chunqi Li
- Hunter Biotechnology Corporation, Hangzhou 310053, China
| | - Xue Zhang
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China
| | - Yuehai Ke
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China
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29
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Liang T, Ma YF, Zhu J, Wang DX, Liu Y. A clinical study of multiple trauma combined with acute lung injury. JOURNAL OF ACUTE DISEASE 2016. [DOI: 10.1016/j.joad.2016.07.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
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30
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O'Leary MP, Keeley JA, Yule A, Suruki C, Plurad DS, Moazzez A, Neville AL, Putnam BA, Kim DY. Clinical predictors of early acute respiratory distress syndrome in trauma patients. Am J Surg 2016; 212:1096-1100. [PMID: 27780558 DOI: 10.1016/j.amjsurg.2016.09.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2016] [Revised: 09/06/2016] [Accepted: 09/06/2016] [Indexed: 10/20/2022]
Abstract
BACKGROUND The objectives of this study were to examine the incidence and severity of early acute respiratory distress syndrome (ARDS) according to the Berlin Definition and to identify risk factors associated with the development of early post-traumatic ARDS. METHODS A 2.5-year retrospective database of adult trauma patients who required mechanical ventilation for greater than 48 hours at a level 1 trauma center was analyzed for variables predictive of early (<48 hours after injury), mild, moderate, and severe ARDS and in-hospital mortality. RESULTS Of 305 patients, 59 (19.3%) developed early ARDS: mild, 27 (45.8%); moderate, 26 (44.1%); and severe, 6 (10.1%). Performance of an emergent thoracotomy, blunt mechanism, and fresh frozen plasma administration were independently associated with the development of early ARDS. ARDS was not predictive of mortality. CONCLUSIONS Trauma patients with blunt mechanism, who receive fresh frozen plasma, or undergo thoracotomy, are at risk of developing early ARDS.
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Affiliation(s)
- Michael P O'Leary
- Harbor-UCLA Medical Center, Department of Surgery, 1000 West Carson Street Box 461, Torrance, CA 90502, USA
| | - Jessica A Keeley
- Harbor-UCLA Medical Center, Department of Surgery, 1000 West Carson Street Box 461, Torrance, CA 90502, USA
| | - Arthur Yule
- Harbor-UCLA Medical Center, Department of Surgery, 1000 West Carson Street Box 461, Torrance, CA 90502, USA
| | - Caitlyn Suruki
- Harbor-UCLA Medical Center, Department of Surgery, 1000 West Carson Street Box 461, Torrance, CA 90502, USA
| | - David S Plurad
- Harbor-UCLA Medical Center, Department of Surgery, 1000 West Carson Street Box 461, Torrance, CA 90502, USA
| | - Ashkan Moazzez
- Harbor-UCLA Medical Center, Department of Surgery, 1000 West Carson Street Box 461, Torrance, CA 90502, USA
| | - Angela L Neville
- Harbor-UCLA Medical Center, Department of Surgery, 1000 West Carson Street Box 461, Torrance, CA 90502, USA
| | - Brant A Putnam
- Harbor-UCLA Medical Center, Department of Surgery, 1000 West Carson Street Box 461, Torrance, CA 90502, USA
| | - Dennis Y Kim
- Harbor-UCLA Medical Center, Department of Surgery, 1000 West Carson Street Box 461, Torrance, CA 90502, USA.
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