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Keim-Malpass J, Kausch SL, Barros A, Muir KJ, Spaeder MC. Pharmacomarkers: A Novel Computable Biomarker to Represent Dynamic Patient Complexity and Burden of Care in the Pediatric Intensive Care Unit to Serve as a Proxy for Nurse Workload. Crit Care Nurs Clin North Am 2025; 37:317-326. [PMID: 40382093 DOI: 10.1016/j.cnc.2025.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/20/2025]
Abstract
We present an overview of historical approaches used to capture therapeutic intensity and the burden of care, as well as patient illness severity, which serve as proxies for nurse workload. This overview includes a case study that extends on these concepts and seeks to develop a computable biomarker, referred to as pharmacomarkers, that represents a composite of medication-related orders, including new medication changes, infusion rate changes, as-needed pro re nata (PRN) medications, scheduled medications, and all medications in general. Additionally, we discuss the development and visualization of pharmacomarkers as alternative measures for nurse workload in the intensive care unit setting.
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Affiliation(s)
- Jessica Keim-Malpass
- Division of Hematology-Oncology, Department of Pediatrics, Center for Advanced Medical Analytics, University of Virginia, Charlottesville, VA, USA.
| | - Shery L Kausch
- Department of Pediatrics, Division of Critical Care, Center for Advanced Medical Analytics, University of Virginia, Charlottesville, VA, USA
| | - Andrew Barros
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Center for Advanced Medical Analytics, University of Virginia, Charlottesville, VA, USA
| | - K Jane Muir
- Department of Emergency Medicine, Penn Medicine, Center for Health Outcomes and Policy Research, University of Pennsylvania School of Nursing, Philadelphia, PA, USA
| | - Michael C Spaeder
- Department of Pediatrics, Division of Critical Care, Center for Advanced Medical Analytics, University of Virginia, Charlottesville, VA, USA
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Gonçalves de Lima J, de Medeiros VMG, Gomes de Jesus F, Sarmento dos Santos T, Rega de Oliveira J, Rosa de Oliveira C, Mediano MFF, Rodrigues Junior LF. Predictors for prescription of noninvasive ventilation in the postoperative period of cardiac surgery: a systematic review. Ann Med 2024; 56:2394848. [PMID: 39194335 PMCID: PMC11360641 DOI: 10.1080/07853890.2024.2394848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 06/26/2024] [Accepted: 07/02/2024] [Indexed: 08/29/2024] Open
Abstract
INTRODUCTION The postoperative (PO) period after cardiac surgery is associated with the occurrence of respiratory complications. Noninvasive positive pressure ventilation (NIPPV) is largely used as a ventilatory support strategy after the interruption of invasive mechanical ventilation. However, the variables associated with NIPPV prescription are unclear. OBJECTIVE To describe the literature on predictors of NIPPV prescription in patients during the PO period of cardiac surgery. MATERIALS AND METHODS This systematic review was registered on the International Prospective Register of Systematic Reviews (PROSPERO) platform in December 2021 (CRD42021291973). Bibliographic searches were performed in February 2022 using the PubMed, Lilacs, Embase and PEDro databases, with no year or language restrictions. The Predictors for the prescription of NIPPV were considered among patients who achieved curative NIPPV. RESULTS A total of 349 articles were identified, of which four were deemed eligible and were included in this review. Three studies were retrospective studies, and one was a prospective safety pilot study. The total sample size in each study ranged from 109 to 1657 subjects, with a total of 3456 participants, of whom 283 realized NIPPV. Curative NIPPV was the only form of NIPPV in 75% of the studies, which presented this form of prescription in 5-9% of the total sample size, with men around 65 years old being the majority of the participants receiving curative NIPPV. The main indication for curative NIPPV was acute respiratory failure. Only one study realized prophylactic NIPPV (28% of 32 participants). The main predictors for the prescription of curative NIPPV in the PO period of cardiac surgery observed in this study were elevated body mass index (BMI), hypercapnia, PO lung injury, cardiogenic oedema and pneumonia. CONCLUSIONS BMI and lung alterations related to gas exchange disturbances are major predictors for NIPPV prescription in patients during the PO period of cardiac surgery. The identification of these predictors can benefit clinical decision-making regarding the prescription of NIPPV and help conserve human and material resources, thereby preventing the indiscriminate use of NIPPV.
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Affiliation(s)
| | | | | | | | | | | | - Mauro Felippe Felix Mediano
- Education and Research Department, National Institute of Cardiology, Rio de Janeiro, Brazil
- Evandro Chagas National Institute of Infectious Disease, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Luiz Fernando Rodrigues Junior
- Education and Research Department, National Institute of Cardiology, Rio de Janeiro, Brazil
- Department of Physiological Sciences, Biomedical Institute, Federal University of the State of Rio de Janeiro, Rio de Janeiro, Brazil
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Flores J, Nugent K. Vasopressor-Inotropic Score: Review of Literature. Cardiol Rev 2024:00045415-990000000-00326. [PMID: 39254546 DOI: 10.1097/crd.0000000000000781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
Patients undergoing cardiac surgery often receive vasopressor and inotropic medications during the surgical procedure and during intensive care unit (ICU) management following surgery. Patients with cardiogenic shock, septic shock, and other clinical disorders associated with shock also receive vasopressor medications during their ICU care. The level of support and the duration of support are likely associated with outcomes, including mortality and new organ dysfunction, such as acute kidney injury. The vasopressor-inotropic score provides a simple method to determine the level of support during the care of these patients; this score includes the infusion rates of norepinephrine, epinephrine, dopamine, dobutamine, and other inotropic medications. It has been studied in patients undergoing cardiac surgery, coronary artery bypass grafting, cardiac transplantation, left ventricular assist device implantation, septic shock, and traumatic brain injury. Higher scores are associated with poor outcomes and complications during ICU care. The studies analyzed in this review demonstrate the utility of the vasopressor-inotropic score in a variety of clinical disorders associated with shock. Electronic medical record systems should develop algorithms to calculate this score and provide continuous up-to-date measurements. This could help clinicians identify patients at risk for mortality and important complications, such as acute kidney injury.
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Affiliation(s)
- Jackeline Flores
- From the Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX
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Gürün Kaya A, Öz M, Erol S, Arslan F, Çiledağ A, Kaya A. Intercostal Muscle Function During Noninvasive Ventilation and Acute Hypercapnic Respiratory Failure. Respir Care 2024; 69:982-989. [PMID: 38626952 PMCID: PMC11298228 DOI: 10.4187/respcare.11676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/26/2024]
Abstract
BACKGROUND Noninvasive ventilation (NIV) is a widely used and well-established treatment modality for respiratory failure. In patients with increased respiratory work of breathing, accessory muscles are commonly activated along with the diaphragm. Whereas diaphragm ultrasound has been utilized to assess outcomes of mechanical ventilation, the data on intercostal muscle ultrasound remain limited. We aimed to investigate the association between intercostal muscle thickening fraction (TF) and NIV failure in critical care patients with hypercapnic respiratory failure. METHODS Critical care subjects receiving NIV for hypercapnic respiratory failure were enrolled in the study. The intercostal muscle TF was measured on admission day (day 0) and the following day (day 1). NIV failure was defined as the need for invasive mechanical ventilation or death during NIV therapy. RESULTS A total of 158 subjects were enrolled, and 30 experienced NIV failure. Age, sex, and body mass index (BMI) were similar in the NIV success and failure groups. Acute Physiology And Chronic Health Evaluation II (APACHE II) and the Sequential Organ Failure Assessment (SOFA) scores were higher in the NIV failure group. In terms of causes of respiratory failure, the COPD exacerbation rate was higher in the NIV success group. TF was higher in the NIV failure group on both day 0 and day 1. The increased TF on the ICU admission day, with a cutoff value of 12%, was associated with NIV failure after adjusting for age, sex, BMI, APACHE II, and SOFA. Persistence of a higher TF value on both day 0 and day 1 was also associated with NIV failure risk. CONCLUSIONS There was a positive relation between intercostal muscle TF measured by ultrasound and NIV failure, even after adjusting for APACHE II and SOFA scores.
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Affiliation(s)
- Aslıhan Gürün Kaya
- Department of Chest Diseases, Ankara University Faculty of Medicine, Ankara, Turkey
| | - Miraç Öz
- Department of Chest Diseases, Ankara University Faculty of Medicine, Ankara, Turkey
| | - Serhat Erol
- Department of Chest Diseases, Ankara University Faculty of Medicine, Ankara, Turkey
| | - Fatma Arslan
- Department of Chest Diseases, Ankara University Faculty of Medicine, Ankara, Turkey
| | - Aydın Çiledağ
- Department of Chest Diseases, Ankara University Faculty of Medicine, Ankara, Turkey
| | - Akın Kaya
- Department of Chest Diseases, Ankara University Faculty of Medicine, Ankara, Turkey
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Eimer C, Urbaniak N, Dempfle A, Becher T, Schädler D, Weiler N, Frerichs I. Pulmonary function testing in preoperative high-risk patients. Perioper Med (Lond) 2024; 13:14. [PMID: 38444023 PMCID: PMC10913451 DOI: 10.1186/s13741-024-00368-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 02/22/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND Postoperative respiratory failure is the most frequent complication in postsurgical patients. The purpose of this study is to assess whether pulmonary function testing in high-risk patients during preoperative assessment detects previously unknown respiratory impairments which may influence patient outcomes. METHODS A targeted patient screening by spirometry and the measurement of the diffusing capacity of the lung for carbon monoxide (DLCO) was implemented in the anesthesia department of a tertiary university hospital. Patients of all surgical disciplines who were at least 75 years old or exhibited reduced exercise tolerance with the metabolic equivalent of task less than four (MET < 4) were examined. Clinical characteristics, history of lung diseases, and smoking status were also recorded. The statistical analysis entailed t-tests, one-way ANOVA, and multiple linear regression with backward elimination for group comparisons. RESULTS Among 256 included patients, 230 fulfilled the test quality criteria. Eighty-one (35.2%) patients presented obstructive ventilatory disorders, out of which 65 were previously unknown. 38 of the newly diagnosed obstructive disorders were mild, 18 moderate, and 9 severe. One hundred forty-five DLCO measurements revealed 40 (27.6%) previously unknown gas exchange impairments; 21 were mild, 17 moderate, and 2 severe. The pulmonary function parameters of forced vital capacity (FVC), forced expiratory volume in 1 s (FEV1), and DLCO were significantly lower than the international reference values of a healthy population. Patients with a lower ASA class and no history of smoking exhibited higher FVC, FEV1, and DLCO values. Reduced exercise tolerance with MET < 4 was strongly associated with lower spirometry values. CONCLUSIONS Our screening program detected a relevant number of patients with previously unknown obstructive ventilatory disorders and impaired pulmonary gas exchange. This newly discovered sickness is associated with low metabolic equivalents and may influence perioperative outcomes. Whether optimized management of patients with previously unknown impaired lung function leads to a better outcome should be evaluated in multicenter studies. TRIAL REGISTRATION German Registry of Clinical Studies (DRKS00029337), registered on: June 22nd, 2022.
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Affiliation(s)
- Christine Eimer
- University Medical Center Schleswig-Holstein, Anesthesiology and Intensive Care Medicine, Arnold-Heller Str. 3, 24105, Kiel, Germany.
| | - Natalia Urbaniak
- University Medical Center Schleswig-Holstein, Anesthesiology and Intensive Care Medicine, Arnold-Heller Str. 3, 24105, Kiel, Germany
| | - Astrid Dempfle
- University Medical Center Schleswig-Holstein, Anesthesiology and Intensive Care Medicine, Arnold-Heller Str. 3, 24105, Kiel, Germany
- Christian-Albrechts University, Institute of Medical Informatics and Statistics, Brunswikerstr. 10, 24105, Kiel, Germany
| | - Tobias Becher
- University Medical Center Schleswig-Holstein, Anesthesiology and Intensive Care Medicine, Arnold-Heller Str. 3, 24105, Kiel, Germany
| | - Dirk Schädler
- University Medical Center Schleswig-Holstein, Anesthesiology and Intensive Care Medicine, Arnold-Heller Str. 3, 24105, Kiel, Germany
| | - Norbert Weiler
- University Medical Center Schleswig-Holstein, Anesthesiology and Intensive Care Medicine, Arnold-Heller Str. 3, 24105, Kiel, Germany
| | - Inéz Frerichs
- University Medical Center Schleswig-Holstein, Anesthesiology and Intensive Care Medicine, Arnold-Heller Str. 3, 24105, Kiel, Germany
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Fu W, Liu X, Guan L, Lin Z, He Z, Niu J, Huang Q, Liu Q, Chen R. Prognostic analysis of high-flow nasal cannula therapy and non-invasive ventilation in mild to moderate hypoxemia patients and construction of a machine learning model for 48-h intubation prediction-a retrospective analysis of the MIMIC database. Front Med (Lausanne) 2024; 11:1213169. [PMID: 38495114 PMCID: PMC10941954 DOI: 10.3389/fmed.2024.1213169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 02/13/2024] [Indexed: 03/19/2024] Open
Abstract
Background This study aims to investigate the clinical outcome between high-flow nasal cannula (HFNC) and non-invasive ventilation (NIV) therapy in mild to moderate hypoxemic patients on the first ICU day and to develop a predictive model of 48-h intubation. Methods The study included adult patients from the MIMIC III and IV databases who first initiated HFNC or NIV therapy due to mild to moderate hypoxemia (100 < PaO2/FiO2 ≤ 300). The 48-h and 30-day intubation rates were compared using cross-sectional and survival analysis. Nine machine learning and six ensemble algorithms were deployed to construct the 48-h intubation predictive models, of which the optimal model was determined by its prediction accuracy. The top 10 risk and protective factors were identified using the Shapley interpretation algorithm. Result A total of 123,042 patients were screened, of which, 673 were from the MIMIC IV database for ventilation therapy comparison (HFNC n = 363, NIV n = 310) and 48-h intubation predictive model construction (training dataset n = 471, internal validation set n = 202) and 408 were from the MIMIC III database for external validation. The NIV group had a lower intubation rate (23.1% vs. 16.1%, p = 0.001), ICU 28-day mortality (18.5% vs. 11.6%, p = 0.014), and in-hospital mortality (19.6% vs. 11.9%, p = 0.007) compared to the HFNC group. Survival analysis showed that the total and 48-h intubation rates were not significantly different. The ensemble AdaBoost decision tree model (internal and external validation set AUROC 0.878, 0.726) had the best predictive accuracy performance. The model Shapley algorithm showed Sequential Organ Failure Assessment (SOFA), acute physiology scores (APSIII), the minimum and maximum lactate value as risk factors for early failure and age, the maximum PaCO2 and PH value, Glasgow Coma Scale (GCS), the minimum PaO2/FiO2 ratio, and PaO2 value as protective factors. Conclusion NIV was associated with lower intubation rate and ICU 28-day and in-hospital mortality. Further survival analysis reinforced that the effect of NIV on the intubation rate might partly be attributed to the other impact factors. The ensemble AdaBoost decision tree model may assist clinicians in making clinical decisions, and early organ function support to improve patients' SOFA, APSIII, GCS, PaCO2, PaO2, PH, PaO2/FiO2 ratio, and lactate values can reduce the early failure rate and improve patient prognosis.
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Affiliation(s)
- Wei Fu
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Xiaoqing Liu
- Department of Critical Care Medicine, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Institute of Respiratory Health, Guangzhou, China
| | - Lili Guan
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Zhimin Lin
- Department of Critical Care Medicine, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou Institute of Respiratory Health, Guangzhou, China
| | - Zhenfeng He
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Jianyi Niu
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Qiaoyun Huang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Qi Liu
- Emergency Intensive Care Department, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Hena, China
| | - Rongchang Chen
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
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Sun YT, Wu W, Yao YT. The association of vasoactive-inotropic score and surgical patients' outcomes: a systematic review and meta-analysis. Syst Rev 2024; 13:20. [PMID: 38184601 PMCID: PMC10770946 DOI: 10.1186/s13643-023-02403-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 11/30/2023] [Indexed: 01/08/2024] Open
Abstract
BACKGROUND The objective of this study is to conduct a systematic review and meta-analysis examining the relationship between the vasoactive-inotropic score (VIS) and patient outcomes in surgical settings. METHODS Two independent reviewers searched PubMed, Web of Science, EMBASE, Scopus, Cochrane Library, Google Scholar, and CNKI databases from November 2010, when the VIS was first published, to December 2022. Additional studies were identified through hand-searching the reference lists of included studies. Eligible studies were those published in English that evaluated the association between the VIS and short- or long-term patient outcomes in both pediatric and adult surgical patients. Meta-analysis was performed using RevMan Manager version 5.3, and quality assessment followed the Joanna Briggs Institute (JBI) Critical Appraisal Checklists. RESULTS A total of 58 studies comprising 29,920 patients were included in the systematic review, 34 of which were eligible for meta-analysis. Early postoperative VIS was found to be associated with prolonged mechanical ventilation (OR 5.20, 95% CI 3.78-7.16), mortality (OR 1.08, 95% CI 1.05-1.12), acute kidney injury (AKI) (OR 1.26, 95% CI 1.13-1.41), poor outcomes (OR 1.02, 95% CI 1.01-1.04), and length of stay (LOS) in the ICU (OR 3.50, 95% CI 2.25-5.44). The optimal cutoff value for the VIS as an outcome predictor varied between studies, ranging from 10 to 30. CONCLUSION Elevated early postoperative VIS is associated with various adverse outcomes, including acute kidney injury (AKI), mechanical ventilation duration, mortality, poor outcomes, and length of stay (LOS) in the ICU. Monitoring the VIS upon return to the Intensive Care Unit (ICU) could assist medical teams in risk stratification, targeted interventions, and parent counseling. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42022359100.
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Affiliation(s)
- Yan-Ting Sun
- Department of Anesthesiology, Baoji High-Tech Hospital, Shaanxi, 721000, China
- Department of Anesthesiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, 100037, China
| | - Wei Wu
- Department of Anesthesiology, Baoji High-Tech Hospital, Shaanxi, 721000, China
| | - Yun-Tai Yao
- Department of Anesthesiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, 100037, China.
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Kattinanon N, Liengswangwong W, Yuksen C, Phontabtim M, Damdin S, Jermsiri K. A Clinical Score for Predicting Successful Weaning from Noninvasive Positive Pressure Ventilation in Emergency Department; a Retrospective Cohort Study. ARCHIVES OF ACADEMIC EMERGENCY MEDICINE 2023; 12:e15. [PMID: 38371444 PMCID: PMC10871050 DOI: 10.22037/aaem.v12i1.2173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Abstract
Introduction Noninvasive positive pressure ventilation (NIPPV) is recognized as an efficient treatment for patients with acute respiratory failure (ARF) in emergency department (ED). This study aimed to develop a scoring system for predicting successful weaning from NIPPV in patients with ARF. Methods In this retrospective cohort study patients with ARF who received NIPPV in the ED of Ramathibodi Hospital, Thailand, between January 2020 and March 2022 were evaluated. Factors associated with weaning from NIPPV were recorded and compared between cases with and without successful weaning from NIPPV. Multivariable logistic regression analysis was used to develop a predictive model for weaning from NIPPV in ED. Results A total of 494 eligible patients were treated with NIPPV of whom 203(41.1%) were successfully weaned during the study period. Based on the multivariate analysis the successful NIPPV weaning (SNOW) score was designed with six factors before discontinuation: respiratory rate, heart rate ≤ 100 bpm, systolic blood pressure ≥ 100 mmHg, arterial pH≥ 7.35, arterial PaCO2, and arterial lactate. The scores were classified into three groups: low, moderate, and high. A score of >14.5 points suggested a high probability of successful weaning from NIPPV with a positive likelihood ratio of 3.58 (95%CI: 2.56-4.99; p < 0.001). The area under the receiver operating characteristic (ROC) curve of the model in predicting successful weaning was 0.79 (95% confidence interval (CI): 0.75-0.83). Conclusion It seems that the SNOW score could be considered as a helpful tool for predicting successful weaning from NIPPV in ED patients with ARF. A high predictive score, particularly one that exceeds 14.5, strongly suggests a high likelihood of successful weaning from NIPPV.
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Affiliation(s)
- Natthapat Kattinanon
- Department of Emergency Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Thailand
| | - Wijittra Liengswangwong
- Department of Emergency Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Thailand
| | - Chaiyaporn Yuksen
- Department of Emergency Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Thailand
| | - Malivan Phontabtim
- Department of Emergency Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Thailand
| | - Siriporn Damdin
- Department of Emergency Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Thailand
| | - Khunpol Jermsiri
- Department of Emergency Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Thailand
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Duchnowski P, Śmigielski W. Risk Factors of Postoperative Hospital-Acquired Pneumonia in Patients Undergoing Cardiac Surgery. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1993. [PMID: 38004042 PMCID: PMC10672909 DOI: 10.3390/medicina59111993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 10/24/2023] [Accepted: 11/10/2023] [Indexed: 11/26/2023]
Abstract
Background and Objectives. Hospital-acquired pneumonia is one of the complications that may occur in the postoperative period in patients undergoing heart valve surgery, which may result in prolonged hospitalization, development of respiratory failure requiring mechanical ventilation or even death. This study investigated the preoperative risk factors of postoperative pneumonia after heart valve surgery. Materials and Methods: This was a prospective study in a group of consecutive patients with hemodynamically significant valvular heart disease undergoing valve surgery. The primary endpoint at the in-hospital follow-up was hospital-acquired pneumonia after heart valve surgery. Logistic regression analysis was used to assess which variables were predictive of the primary endpoint, and odds ratios (ORdis) were calculated with a 95% confidence interval (CI). Multivariate analysis was based on the results of single-factor logistic regression, i.e., in further steps all statistically significant variables were taken into consideration. Results: The present study included 505 patients. Postoperative pneumonia occurred in 23 patients. The mean time to diagnosis of pneumonia was approximately 3 days after heart valve surgery (±2 days). In multivariate analysis, preoperative level of high-sensitivity Troponin T (hs-TnT) (OR 2.086; 95% CI 1.211-3.593; p = 0.008) and right ventricular systolic pressure (RVSP) (OR 1.043; 95% CI 1.018-1.067; p 0.004) remained independent predictors of the postoperative pneumonia. Of the patients with postoperative pneumonia, 3 patients died due to the development of multiple organ dysfunction syndrome (MODS). Conclusions: Preoperative determination of serum hs-TnT concentration and echocardiographic measurement of the RVSP parameter may be useful in predicting postoperative pneumonia in patients undergoing heart valve surgery.
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Affiliation(s)
- Piotr Duchnowski
- Ambulatory Care Unit, Cardinal Wyszynski National Institute of Cardiology, 04-628 Warsaw, Poland
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Hryciw BN, Hryciw N, Tran A, Fernando SM, Rochwerg B, Burns KEA, Seely AJE. Predictors of Noninvasive Ventilation Failure in the Post-Extubation Period: A Systematic Review and Meta-Analysis. Crit Care Med 2023; 51:872-880. [PMID: 36995099 DOI: 10.1097/ccm.0000000000005865] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
OBJECTIVES To identify factors associated with failure of noninvasive ventilation (NIV) in the post-extubation period. DATA SOURCES We searched Embase Classic +, MEDLINE, and the Cochrane Database of Systematic Reviews from inception to February 28, 2022. STUDY SELECTION We included English language studies that provided predictors of post-extubation NIV failure necessitating reintubation. DATA EXTRACTION Two authors conducted data abstraction and risk-of-bias assessments independently. We used a random-effects model to pool binary and continuous data and summarized estimates of effect using odds ratios (ORs) mean difference (MD), respectively. We used the Quality in Prognosis Studies tool to assess risk of bias and the Grading of Recommendations, Assessment, Development and Evaluations to assess certainty. DATA SYNTHESIS We included 25 studies ( n = 2,327). Illness-related factors associated with increased odds of post-extubation NIV failure were higher critical illness severity (OR, 3.56; 95% CI, 1.96-6.45; high certainty) and a diagnosis of pneumonia (OR, 6.16; 95% CI, 2.59-14.66; moderate certainty). Clinical and biochemical factors associated with moderate certainty of increased risk of NIV failure post-extubation include higher respiratory rate (MD, 1.54; 95% CI, 0.61-2.47), higher heart rate (MD, 4.46; 95% CI, 1.67-7.25), lower Pa o2 :F io2 (MD, -30.78; 95% CI, -50.02 to -11.54) 1-hour after NIV initiation, and higher rapid shallow breathing index (MD, 15.21; 95% CI, 12.04-18.38) prior to NIV start. Elevated body mass index was the only patient-related factor that may be associated with a protective effect (OR, 0.21; 95% CI, 0.09-0.52; moderate certainty) on post-extubation NIV failure. CONCLUSIONS We identified several prognostic factors before and 1 hour after NIV initiation associated with increased risk of NIV failure in the post-extubation period. Well-designed prospective studies are required to confirm the prognostic importance of these factors to help further guide clinical decision-making.
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Affiliation(s)
- Brett N Hryciw
- Division of Critical Care, Department of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Nicole Hryciw
- Department of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Alexandre Tran
- Division of Critical Care, Department of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Shannon M Fernando
- Division of Critical Care, Department of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Bram Rochwerg
- Department of Medicine, Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
| | - Karen E A Burns
- Department of Medicine, Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
| | - Andrew J E Seely
- Division of Critical Care, Department of Medicine, University of Ottawa, Ottawa, ON, Canada
- Division of Thoracic Surgery, Department of Surgery, The Ottawa Hospital, Ottawa, ON, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
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Duchnowski P. The Role of the N-Terminal of the Prohormone Brain Natriuretic Peptide in Predicting Postoperative Multiple Organ Dysfunction Syndrome. J Clin Med 2022; 11:jcm11237217. [PMID: 36498791 PMCID: PMC9740192 DOI: 10.3390/jcm11237217] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 11/30/2022] [Accepted: 12/02/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Multiple organ dysfunction syndrome (MODS) is the progressive and potentially reversible dysfunction of at least two organ systems in the course of an acute and life-threatening disorder of systemic homeostasis. MODS is a serious post-cardiac-surgery complication in valvular heart disease that is associated with a high risk of death. This study assessed the predictive ability of selected preoperative and perioperative parameters for the occurrence of MODS in the early postoperative period in a group of patients with severe valvular heart disease. METHODS Subsequent patients with significant symptomatic valvular heart disease who underwent cardiac surgery were recruited in the study. The main end-point was postoperative MODS, defined as a dysfunction of at least two organs-perioperative stroke, heart failure requiring mechanical circulatory support, respiratory failure requiring mechanical ventilation, and postoperative acute kidney injury requiring renal replacement therapy. A logistic regression was used to assess relationships between variables. RESULTS There were 602 patients recruited for this study. The main end-point occurred in 40 patients. Preoperative NT-proBNP (OR 1.026; 95% CI 1.012-1.041; p = 0.001) and hemoglobin (OR 0.653; 95% CI 0.503-0.847; p = 0.003) are independent predictors of the primary end-point in a multivariate regression analysis. The cut-off point for the NT-proBNP value for postoperative MODS was calculated at 1300 pg/mL. CONCLUSIONS A high preoperative level of NTpro-BNP may be associated with the onset of MODS in the early postoperative period. The results of the study may also suggest that earlier cardiac surgery for significant valvular heart disease may be associated with an improved prognosis in this group of patients.
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Affiliation(s)
- Piotr Duchnowski
- Cardinal Wyszynski National Institute of Cardiology, 04-628 Warsaw, Poland
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12
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Bito K, Shono A, Kimura S, Maruta K, Omoto T, Aoki A, Oe K, Kotani T. Clinical Implications of Determining Individualized Positive End-Expiratory Pressure Using Electrical Impedance Tomography in Post-Cardiac Surgery Patients: A Prospective, Non-Randomized Interventional Study. J Clin Med 2022; 11:jcm11113022. [PMID: 35683410 PMCID: PMC9181720 DOI: 10.3390/jcm11113022] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Revised: 05/14/2022] [Accepted: 05/24/2022] [Indexed: 02/04/2023] Open
Abstract
Optimal positive end-expiratory pressure (PEEP) can induce sustained lung function improvement. This prospective, non-randomized interventional study aimed to investigate the effect of individualized PEEP determined using electrical impedance tomography (EIT) in post-cardiac surgery patients (n = 35). Decremental PEEP trials were performed from 20 to 4 cmH2O in steps of 2 cmH2O, guided by EIT. PEEP levels preventing ventilation loss in dependent lung regions (PEEPONLINE) were set. Ventilation distributions and oxygenation before the PEEP trial, and 5 min and 1 h after the PEEPONLINE setting were examined. Furthermore, we analyzed the saved impedance data offline to determine the PEEP levels that provided the best compromise between overdistended and collapsed lung (PEEPODCL). Ventilation distributions of dependent regions increased at 5 min after the PEEPONLINE setting compared with those before the PEEP trial (mean ± standard deviation, 41.3 ± 8.5% vs. 49.1 ± 9.3%; p < 0.001), and were maintained at 1 h thereafter (48.7 ± 9.4%, p < 0.001). Oxygenation also showed sustained improvement. Rescue oxygen therapy (high-flow nasal cannula, noninvasive ventilation) after extubation was less frequent in patients with PEEPONLINE ≥ PEEPODCL than in those with PEEPONLINE < PEEPODCL (1/19 vs. 6/16; p = 0.018). EIT-guided individualized PEEP stabilized the improvement in ventilation distribution and oxygenation. Individual PEEP varies with EIT measures, and may differentially affect oxygenation after cardiac surgery.
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Affiliation(s)
- Kiyoko Bito
- Department of Anesthesiology, School of Medicine, Showa University, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo 142-8666, Japan; (S.K.); (K.O.)
- Correspondence: ; Tel.: +81-3-3784-8575
| | - Atsuko Shono
- Department of Intensive Care Medicine, School of Medicine, Showa University, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo 142-8666, Japan; (A.S.); (T.K.)
| | - Shinya Kimura
- Department of Anesthesiology, School of Medicine, Showa University, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo 142-8666, Japan; (S.K.); (K.O.)
| | - Kazuto Maruta
- Department of Cardiovascular Surgery, School of Medicine, Showa University, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo 142-8666, Japan; (K.M.); (T.O.); (A.A.)
| | - Tadashi Omoto
- Department of Cardiovascular Surgery, School of Medicine, Showa University, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo 142-8666, Japan; (K.M.); (T.O.); (A.A.)
| | - Atsushi Aoki
- Department of Cardiovascular Surgery, School of Medicine, Showa University, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo 142-8666, Japan; (K.M.); (T.O.); (A.A.)
| | - Katsunori Oe
- Department of Anesthesiology, School of Medicine, Showa University, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo 142-8666, Japan; (S.K.); (K.O.)
| | - Toru Kotani
- Department of Intensive Care Medicine, School of Medicine, Showa University, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo 142-8666, Japan; (A.S.); (T.K.)
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13
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Thanavaro J, Taylor J, Vitt L, Guignon MS. Comparison Between Prolonged Intubation and Reintubation Outcomes After Cardiac Surgery. J Nurse Pract 2021. [DOI: 10.1016/j.nurpra.2021.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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14
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Callcut RA, Xu Y, Moorman JR, Tsai C, Villaroman A, Robles AJ, Lake DE, Hu X, Clark MT. External validation of a novel signature of illness in continuous cardiorespiratory monitoring to detect early respiratory deterioration of ICU patients. Physiol Meas 2021; 42. [PMID: 34580242 PMCID: PMC9548299 DOI: 10.1088/1361-6579/ac2264] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 08/31/2021] [Indexed: 12/23/2022]
Abstract
Objective: The goal of predictive analytics monitoring is the early detection of patients at high risk of subacute potentially catastrophic illnesses. An excellent example of a targeted illness is respiratory failure leading to urgent unplanned intubation, where early detection might lead to interventions that improve patient outcomes. Previously, we identified signatures of this illness in the continuous cardiorespiratory monitoring data of intensive care unit (ICU) patients and devised algorithms to identify patients at rising risk. Here, we externally validated three logistic regression models to estimate the risk of emergency intubation developed in Medical and Surgical ICUs at the University of Virginia. Approach: We calculated the model outputs for more than 8000 patients in the University of California—San Francisco ICUs, 240 of whom underwent emergency intubation as determined by individual chart review. Main results: We found that the AUC of the models exceeded 0.75 in this external population, and that the risk rose appreciably over the 12 h before the event. Significance: We conclude that there are generalizable physiological signatures of impending respiratory failure in the continuous cardiorespiratory monitoring data.
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Affiliation(s)
- Rachael A Callcut
- University of California, Davis, Department of Surgery, Davis, CA, United States of America
| | - Yuan Xu
- University of California, San Francisco, Department of Surgery, San Francisco, CA, United States of America
| | - J Randall Moorman
- University of Virginia, UVa Center for Advanced Medical Analytics, Charlottesville, VA, United States of America.,University of Virginia, Cardiovascular Division, Charlottesville, VA, United States of America
| | - Christina Tsai
- University of California, San Francisco, Department of Surgery, San Francisco, CA, United States of America
| | - Andrea Villaroman
- University of California, San Francisco, Department of Surgery, San Francisco, CA, United States of America
| | - Anamaria J Robles
- University of California, San Francisco, Department of Surgery, San Francisco, CA, United States of America
| | - Douglas E Lake
- University of Virginia, UVa Center for Advanced Medical Analytics, Charlottesville, VA, United States of America.,University of Virginia, Cardiovascular Division, Charlottesville, VA, United States of America
| | - Xiao Hu
- Duke University, School of Nursing, United States of America
| | - Matthew T Clark
- University of Virginia, UVa Center for Advanced Medical Analytics, Charlottesville, VA, United States of America.,Advanced Medical Predictive Devices, Diagnostics, and Displays, Charlottesville, VA, United States of America
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15
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Belenguer-Muncharaz A, Mateu-Campos ML, Vidal-Tegedor B, Ferrándiz-Sellés MD, Micó-Gómez ML, Altaba-Tena S, Arlandis-Tomás M, Álvaro-Sánchez R, Rodríguez-Martínez E, Rodríguez-Portillo J. Noninvasive ventilation versus conventional oxygen therapy after extubation failure in high-risk patients in an intensive care unit: a pragmatic clinical trial. Rev Bras Ter Intensiva 2021; 33:362-373. [PMID: 35107547 PMCID: PMC8555401 DOI: 10.5935/0103-507x.20210059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Accepted: 11/22/2020] [Indexed: 11/20/2022] Open
Abstract
Objetivo Determinar la efectividad de la ventilación no invasiva frente a
oxigenoterapia convencional en pacientes con insuficiencia respiratoria
aguda tras fracaso de la extubación. Métodos Ensayo clínico pragmático realizado una unidad de cuidados
intensivos de marzo de 2009 a septiembre de 2016. Se incluyeron pacientes
sometidos a ventilación mecánica > 24 horas, y que
desarrollaron insuficiencia respiratoria aguda tras extubación
programada, siendo asignados a ventilación no invasiva u
oxigenoterapia convencional. El objetivo primario fue reducir la tasa de
reintubación. Los objetivos secundarios fueron: mejora de los
parámetros respiratorios, reducción de las complicaciones, de
la duración de la ventilación mecánica, de la estancia
en unidad de cuidados intensivos y hospitalaria, así como de la
mortalidad en unidad de cuidados intensivos, hospitalaria y a los 90
días. También se analizaron los factores relacionados con la
reintubación. Resultados De un total de 2.574 pacientes, se analizaron 77 (38 en el grupo de
ventilación no invasiva y 39 en el grupo de oxigenoterapia
convencional). La ventilación no invasiva redujo la frecuencia
respiratoria y cardíaca más rápidamente que la
oxigenoterapia convencional. La reintubación fue menor en el grupo de
ventilación no invasiva [12 (32%) versus 22(56%) en
grupo oxigenoterapia convencional, RR 0,58 (IC95% 0,34 - 0,97), p = 0,039],
el resto de los parámetros no mostró diferencias
significativas. En el análisis multivariante, la ventilación
no invasiva prevenía la reintubación [OR 0,17 (IC95% 0,05 -
0,56), p = 0,004], mientras que el fracaso hepático previo a la
extubación y la incapacidad para mantener vía aérea
permeable predisponían a la reintubación. Conclusión El empleo de la ventilación no invasiva en pacientes que fracasa la
extubación podría ser beneficiosa frente a la oxigenoterapia
convencional.
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Affiliation(s)
- Alberto Belenguer-Muncharaz
- Unidad de Cuidados Intensivos, Hospital General Universitario de Castellón - Castelló de Plana, Spain.,Unidad Predepartamental Medicina, Facultad de Ciencias de la Salud, Universitat Jaume I - Castelló de la Plana, Spain
| | - Maria-Lidón Mateu-Campos
- Unidad de Cuidados Intensivos, Hospital General Universitario de Castellón - Castelló de Plana, Spain.,Unidad Predepartamental Medicina, Facultad de Ciencias de la Salud, Universitat Jaume I - Castelló de la Plana, Spain
| | - Bárbara Vidal-Tegedor
- Unidad de Cuidados Intensivos, Hospital General Universitario de Castellón - Castelló de Plana, Spain
| | - María-Desamparados Ferrándiz-Sellés
- Unidad de Cuidados Intensivos, Hospital General Universitario de Castellón - Castelló de Plana, Spain.,Unidad Predepartamental Medicina, Facultad de Ciencias de la Salud, Universitat Jaume I - Castelló de la Plana, Spain
| | - Maria-Luisa Micó-Gómez
- Unidad de Cuidados Intensivos, Hospital General Universitario de Castellón - Castelló de Plana, Spain
| | - Susana Altaba-Tena
- Unidad de Cuidados Intensivos, Hospital General Universitario de Castellón - Castelló de Plana, Spain
| | - María Arlandis-Tomás
- Unidad de Cuidados Intensivos, Hospital General Universitario de Castellón - Castelló de Plana, Spain
| | - Rosa Álvaro-Sánchez
- Unidad de Cuidados Intensivos, Hospital General Universitario de Castellón - Castelló de Plana, Spain
| | - Enver Rodríguez-Martínez
- Unidad de Cuidados Intensivos, Hospital General Universitario de Castellón - Castelló de Plana, Spain
| | - Jairo Rodríguez-Portillo
- Unidad de Cuidados Intensivos, Hospital General Universitario de Castellón - Castelló de Plana, Spain
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16
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Artacho Ruiz R, Artacho Jurado B, Caballero Güeto F, Cano Yuste A, Durbán García I, García Delgado F, Guzmán Pérez JA, López Obispo M, Quero del Río I, Rivera Espinar F, del Campo Molina E. Predictors of success of high-flow nasal cannula in the treatment of acute hypoxemic respiratory failure. ACTA ACUST UNITED AC 2021. [DOI: 10.1016/j.medine.2019.07.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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17
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Thanavaro J, Taylor J, Vitt L, Guignon MS, Thanavaro S. Predictors and outcomes of postoperative respiratory failure after cardiac surgery. J Eval Clin Pract 2020; 26:1490-1497. [PMID: 31876045 DOI: 10.1111/jep.13334] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 11/24/2019] [Accepted: 11/26/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND Postoperative respiratory failure after cardiac surgery (CS-PRF) is a devastating complication and its incidence and predictors vary depending on how it is defined and the patient population. AIMS This study was conducted to determine the incidence, predictors and outcomes of CS-PRF defined as prolonged mechanical ventilation >48 hours and reintubation. METHODS This is a retrospective chart review of 1257 patients who underwent cardiac surgery between June 2011 and December 2018. The research questions were addressed through bivariate inferential, descriptive and binary logistic regression. RESULTS The overall incidence of CS-PRF was 15.9% and significant regression predictors included diabetes mellitus (OR = 1.77, P = .001), preoperative renal replacement therapy (OR = 2.07, P = .033), need for intraoperative transfusion (OR = 2.35, P = .000), combined coronary bypass/valvular surgery (OR = 2.61, P = .001) and intra-aortic balloon pump (OR = 3.60, P = .000). CS-PRF patients had increased postoperative blood transfusions (69.5% vs 27.9%, P = .000), reoperation for bleeding (9.0 vs 0.4%, P = .000), pleural effusion (13.5% vs 4.1%, P = .000), pneumonia (33.5% vs 1.6%, P = .000), acute kidney injury (70.9% vs 39.9%, P = .000), atrial fibrillation (42.5% vs 26.3%, P = .000), coma/encephalopathy (21.5% vs 3.3%, P = .000) and cerebrovascular accident (6.0% vs 1.3%, P = .000). They also had longer intensive care (262.1 vs 97.4 hours, P = .000) and hospital lengths of stay (17 vs 8 days, P = .000), and increased in-hospital mortality (17.5% vs 0.4%, P = .000). Survivors of CS-PRF were less likely to be discharged home (38.0% vs 84.4%, P = .000). CONCLUSIONS Knowledge of predictors for CS-PRF may help identify patients who are at risk for this complication and who may benefit from preventive measures to promote early extubation and to avert reintubation.
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Affiliation(s)
- Joanne Thanavaro
- Saint Louis University, Trudy Busch Valentine School of Nursing, St. Louis, Missouri
| | - John Taylor
- Saint Louis University, Trudy Busch Valentine School of Nursing, St. Louis, Missouri
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18
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Hao GW, Luo JC, Xue Y, Ma GG, Su Y, Hou JY, Yu SJ, Liu K, Zheng JL, Tu GW, Luo Z. Remifentanil versus dexmedetomidine for treatment of cardiac surgery patients with moderate to severe noninvasive ventilation intolerance (REDNIVIN): a prospective, cohort study. J Thorac Dis 2020; 12:5857-5868. [PMID: 33209418 PMCID: PMC7656397 DOI: 10.21037/jtd-20-1678] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND The use of sedation to noninvasive ventilation (NIV) patients remains controversial, however, for intolerant patients who are uncooperative, administration of analgesics and sedatives may be beneficial before resorting to intubation. The aim of this study was to evaluate the efficacy of remifentanil (REM) versus dexmedetomidine (DEX) for treatment of cardiac surgery (CS) patients with moderate to severe NIV intolerance. METHODS This prospective cohort study of CS patients with moderate to severe NIV intolerance was conducted between January 2018 and March 2019. Patients were treated with either REM or DEX, decided by the bedside intensivist. Depending on the treatment regimen, the patients were allocated to one of two groups: the REM group or DEX group. RESULTS A total of 90 patients were enrolled in this study (52 in the REM group and 38 in the DEX group). The mitigation rate, defined as the percentage of patients who were relieved from the initial moderate to severe intolerant status, was greater in the REM group than DEX group at 15 min and 3 h (15 min: 83% vs. 61%, P=0.029; 3 h: 92% vs. 74%, P=0.016), although the mean mitigation rate (81% vs. 85%, P=0.800) was comparable between the two groups. NIV failure, defined as reintubation or death over the course of study, was comparable between the two groups (19.2% vs. 21.1%, respectively, P=0.831). There were no significant differences between the two groups in other clinical outcomes, including tracheostomy (15.4% vs. 15.8%, P=0.958), in-hospital mortality (11.5% vs. 10.5%, P=0.880), ICU length of stay (LOS) (7 vs. 7 days, P=0.802), and in-hospital LOS (17 vs. 19 days, P=0.589). CONCLUSIONS REM was as effective as DEX in CS patients with moderate to severe NIV intolerance. Although the effect of REM was better than that of DEX over the first 3 h, the cumulative effect was similar between the two treatments.
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Affiliation(s)
- Guang-Wei Hao
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jing-Chao Luo
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yan Xue
- Department of Nursing, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Guo-Guang Ma
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ying Su
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jun-Yi Hou
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Shen-Ji Yu
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Kai Liu
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ji-Li Zheng
- Department of Nursing, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Guo-Wei Tu
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhe Luo
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Critical Care Medicine, Xiamen Branch, Zhongshan Hospital Fudan University, Xiamen, China
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19
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Predictive Factors for Failure of Noninvasive Ventilation in Adult Intensive Care Unit: A Retrospective Clinical Study. Can Respir J 2020; 2020:1324348. [PMID: 32831978 PMCID: PMC7421696 DOI: 10.1155/2020/1324348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Revised: 06/30/2020] [Accepted: 07/16/2020] [Indexed: 11/18/2022] Open
Abstract
Background Noninvasive ventilation (NIV) has been reported to be beneficial for patients with acute respiratory failure in intensive care unit (ICU); however, factors that influence the clinical outcome of NIV were unclarified. We aim to determine the factors that predict the failure of NIV in critically ill patients with acute respiratory failure (ARF). Setting. Adult mixed ICU in a medical university affiliated hospital. Patients and Methods. A retrospective clinical study using data from critical adult patients with initial NIV admitted to ICU in the period August 2016 to November 2017. Failure of NIV was regarded as patients needing invasive ventilation. Logistic regression was employed to determine the risk factor(s) for NIV, and a predictive model for NIV outcome was set up using risk factors. Results Of 101 included patients, 50 were unsuccessful. Although more than 20 variables were associated with NIV failure, multivariate logistic regression demonstrated that only ideal body weight (IBW) (OR 1.110 (95%1.027-1.201), P=0.009), the maximal heart rate during NIV period (HR-MAX) (OR 1.024 (1.004-1.046), P=0.021), the minimal respiratory rate during NIV period (RR-MIN) (OR 1.198(1.051-1.365), P=0.007), and the highest body temperature during NIV period (T-MAX) (OR 1.838(1.038-3.252), P=0.037) were independent risk factors for NIV failure. We set up a predictive model based on these independent risk factors, whose area under the receiver operating characteristic curve (AUROC) was 0.783 (95% CI: 0.676-0.899, P < 0.001), and the sensitivity and specificity of model were 68.75% and 71.43%, respectively, with the optimal cut-off value of 0.4863. Conclusion IBW, HR-MAX, RR-MIN, and T-MAX were associated with NIV failure in patients with ARF. A predictive model based on the risk factors could help to discriminate patients who are vulnerable to NIV failure.
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20
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Byrne K, Simmons P. Multivariate Analysis: A Cautionary Tale of Mediators and Confounders. J Cardiothorac Vasc Anesth 2020; 34:1235-1237. [DOI: 10.1053/j.jvca.2019.12.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 12/26/2019] [Indexed: 11/11/2022]
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21
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Goel NN, Owyang C, Ranginwala S, Loo GT, Richardson LD, Mathews KS. Noninvasive Ventilation for Critically Ill Subjects With Acute Respiratory Failure in the Emergency Department. Respir Care 2020; 65:82-90. [PMID: 31575708 PMCID: PMC7119184 DOI: 10.4187/respcare.07111] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
BACKGROUND We aimed to investigate the association between noninvasive ventilation (NIV) initiated in the emergency department and patient outcomes for those requiring invasive mechanical ventilation so that we could understand the effect of extended NIV use (ie, > 4 h) prior to invasive mechanical ventilation on patient outcomes. METHODS We conducted a retrospective single-center cohort study at an academic tertiary care hospital center. All emergency department patients with acute respiratory failure requiring invasive mechanical ventilation and admission to the ICU within 48 h of initial presentation over a 24-month period were included. RESULTS Subject characteristics, ventilator parameters, and clinical course were captured via electronic query, respiratory billing data, and standardized chart abstraction. A total of 431 subjects with acute respiratory failure requiring invasive mechanical ventilation within 48 h of arrival were identified, of whom 115 (26.7%) were exposed to NIV prior to invasive mechanical ventilation, with a median duration of 4 h (interquartile range 1.9-9.3). Based on a multivariable model controlling for covariates, any NIV exposure prior to invasive mechanical ventilation was not associated with an increased odds of persistent organ dysfunction or death. However, in the subset of subjects exposed to NIV, extended NIV use (ie, > 4 h) prior to invasive mechanical ventilation was associated with increased odds of persistent organ dysfunction or death (odds ratio 4.11, 95% CI 1.51-11.19). Extended NIV use was also associated with increased odds of in-hospital mortality (odds ratio 4.02, 95% CI 1.51-10.74). CONCLUSIONS Although any exposure to NIV prior to invasive mechanical ventilation did not appear to affect morbidity and mortality, extended NIV use prior to invasive mechanical ventilation was associated with worse patient outcomes, suggesting a need for additional study to better understand the ramifications of duration of NIV use prior to failure on outcomes. Given this early timeframe for intervention, future studies should be collaborations between the emergency department and ICU.
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Affiliation(s)
- Neha N Goel
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.
| | - Clark Owyang
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Shamsuddoha Ranginwala
- Department of Respiratory Therapy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - George T Loo
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Lynne D Richardson
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Kusum S Mathews
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
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22
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Om SY, Hyun J, Nam KH, Lee SH, Song SM, Hong JA, Lee SE, Kim MS. Early decongestive therapy versus high-flow nasal cannula for the prevention of adverse clinical events in patients with acute cardiogenic pulmonary edema. J Thorac Dis 2019; 11:3991-3999. [PMID: 31656673 DOI: 10.21037/jtd.2019.08.114] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background Few studies have investigated the role of decongestive therapy and high-flow nasal cannula (HFNC) in preventing reintubation and in-hospital mortality in patients with acute cardiogenic pulmonary edema (ACPE). Methods Data from patients with ACPE who were weaned from mechanical ventilation in the cardiac intensive care unit between January 2013 and December 2017 were retrospectively evaluated. All patients were treated with HFNC or conventional oxygen therapy (COT), such as a nasal cannula or venturi mask, immediately after extubation. Decongestive therapy (intravenous furosemide infusion) was administered at the discretion of the attending physician. Results Of 212 patients treated during the study period, 47 were excluded due to recent open-heart surgery and two, due to insufficient clinical data. The remaining 163 patients had a mean age of 67.4±14.3 years, and 92 (56.4%) were male; 44 patients received HFNC, and 119 COT. Mean weight loss within 72 hours of extubation was -0.86±2.03 kg. A total of 38 patients (23.3%) required reintubation, 21 of whom (12.9%) required reintubation within 72 hours of extubation. In-hospital mortality occurred in 16 patients (9.8%). Multivariate analysis showed that weight increase within 72 hours of extubation was independent determinants of reintubation (OR =1.7; 95% CI: 1.2-2.2; P<0.001) and in-hospital mortality (OR =1.5; 95% CI: 1.1-2.1; P=0.005). The use of HFNC was not associated with reintubation or in-hospital mortality. Conclusions Our findings indicate that early weight loss resulted in reduced reintubation and in-hospital mortality in patients with ACPE. However, HFNC and COT did not differ in the prevention of reintubation and in-hospital mortality. Therefore, aggressive decongestive therapy, rather than HFNC, should be considered early after extubation.
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Affiliation(s)
- Sang Yong Om
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Junho Hyun
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Kyung Hun Nam
- Department of Pulmonary and Critical Care Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sun Hack Lee
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seung Min Song
- Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jung Ae Hong
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sang Eun Lee
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Min-Seok Kim
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Artacho Ruiz R, Artacho Jurado B, Caballero Güeto F, Cano Yuste A, Durbán García I, García Delgado F, Guzmán Pérez JA, López Obispo M, Quero Del Río I, Rivera Espinar F, Del Campo Molina E. Predictors of success of high-flow nasal cannula in the treatment of acute hypoxemic respiratory failure. Med Intensiva 2019; 45:80-87. [PMID: 31455561 DOI: 10.1016/j.medin.2019.07.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Revised: 01/28/2019] [Accepted: 07/09/2019] [Indexed: 11/19/2022]
Abstract
BACKGROUND High-flow nasal cannula (HFNC) therapy is used in the treatment of acute respiratory failure (ARF) and is both safe and effective in reversing hypoxemia. In order to minimize mortality and clinical complications associated to this practice, a series of tools must be developed to allow early detection of failure. The present study was carried out to: (i)examine the impact of respiratory rate (RR), peripheral oxygen saturation (SpO2), ROX index (ROXI=[SpO2/FiO2]/RR) and oxygen inspired fraction (FiO2) on the success of HFNC in patients with hypoxemic ARF; and (ii)analyze the length of stay and mortality in the ICU, and the need for mechanical ventilation (MV). METHODS A retrospective study was carried out in the medical-surgical ICU of Hospital de Montilla (Córdoba, Spain). Patients diagnosed with hypoxemic ARF and treated with HFNC from January 2016 to January 2018 were included. RESULTS Out of 27 patients diagnosed with ARF, 19 (70.37%) had hypoxemic ARF. Fifteen of them (78.95%) responded satisfactorily to HFNC, while four (21.05%) failed. After two hours of treatment, RR proved to be the best predictor of success (area under the ROC curve [AUROC] 0.858; 95%CI: 0.63-1.05; P=.035). For this parameter, the optimal cutoff point was 29rpm (sensitivity 75%, specificity 87%). After 8hours of treatment, FiO2 and ROXI were reliable predictors of success (FiO2: AUROC 0.95; 95%CI: 0.85-1.04; P=.007 and ROXI: AUROC 0.967; 95%CI: 0.886-1.047; P=.005). In the case of FiO2 the optimal cutoff point was 0.59 (sensitivity 75%, specificity 93%), while the best cutoff point for ROXI was 5.98 (sensitivity 100%, specificity 75%). Using a Cox regression model, we found RR<29rpm after two hours of treatment, and FiO2<0.59 and ROXI>5.98 after 8hours of treatment, to be associated with a lesser risk of MV (RR: HR 0.103; 95%CI: 0.11-0.99; P=.05; FiO2: HR 0.053; 95%CI: 0.005-0.52; P=.012; and ROXI: HR 0.077; 95%CI: 0.008-0.755; P=.028, respectively). CONCLUSIONS RR after two hours of treatment, and FiO2 and ROXI after 8hours of treatment, were the best predictors of success of HFNC. RR<29rpm, FiO2<0.59 and ROXI>5.98 were associated with a lesser risk of MV.
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Affiliation(s)
- R Artacho Ruiz
- Servicio de Cuidados Críticos y Urgencias, Hospital de Montilla, Montilla, Córdoba, España; Servicio de Medicina Intensiva, Hospital Cruz Roja, Córdoba, España.
| | - B Artacho Jurado
- Emergency Assessment Unit, John Radcliffe, Oxford University Hospital, Oxford, Reino Unido
| | - F Caballero Güeto
- Servicio de Cuidados Críticos y Urgencias, Hospital de Montilla, Montilla, Córdoba, España; Servicio de Medicina Intensiva, Hospital Cruz Roja, Córdoba, España
| | - A Cano Yuste
- Servicio de Urgencias, Hospital Quirón-Salud, Córdoba, España
| | - I Durbán García
- Servicio de Cuidados Críticos y Urgencias, Hospital de Montilla, Montilla, Córdoba, España
| | - F García Delgado
- Servicio de Cuidados Críticos y Urgencias, Hospital de Montilla, Montilla, Córdoba, España
| | - J A Guzmán Pérez
- Servicio de Cuidados Críticos y Urgencias, Hospital de Montilla, Montilla, Córdoba, España
| | - M López Obispo
- Servicio de Cuidados Críticos y Urgencias, Hospital de Montilla, Montilla, Córdoba, España; Dirección Médica, Hospital Cruz Roja, Córdoba, España
| | - I Quero Del Río
- Servicio de Medicina Intensiva, Hospital Quirón-Salud, Córdoba, España
| | - F Rivera Espinar
- Servicio de Cuidados Críticos y Urgencias, Hospital de Montilla, Montilla, Córdoba, España
| | - E Del Campo Molina
- Servicio de Cuidados Críticos y Urgencias, Hospital de Montilla, Montilla, Córdoba, España
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