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Stivi T, Padawer D, Dirini N, Nachshon A, Batzofin BM, Ledot S. Using Artificial Intelligence to Predict Mechanical Ventilation Weaning Success in Patients with Respiratory Failure, Including Those with Acute Respiratory Distress Syndrome. J Clin Med 2024; 13:1505. [PMID: 38592696 PMCID: PMC10934889 DOI: 10.3390/jcm13051505] [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: 02/01/2024] [Revised: 02/29/2024] [Accepted: 03/03/2024] [Indexed: 04/10/2024] Open
Abstract
The management of mechanical ventilation (MV) remains a challenge in intensive care units (ICUs). The digitalization of healthcare and the implementation of artificial intelligence (AI) and machine learning (ML) has significantly influenced medical decision-making capabilities, potentially enhancing patient outcomes. Acute respiratory distress syndrome, an overwhelming inflammatory lung disease, is common in ICUs. Most patients require MV. Prolonged MV is associated with an increased length of stay, morbidity, and mortality. Shortening the MV duration has both clinical and economic benefits and emphasizes the need for better MV weaning management. AI and ML models can assist the physician in weaning patients from MV by providing predictive tools based on big data. Many ML models have been developed in recent years, dealing with this unmet need. Such models provide an important prediction regarding the success of the individual patient's MV weaning. Some AI models have shown a notable impact on clinical outcomes. However, there are challenges in integrating AI models into clinical practice due to the unfamiliar nature of AI for many physicians and the complexity of some AI models. Our review explores the evolution of weaning methods up to and including AI and ML as weaning aids.
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Affiliation(s)
- Tamar Stivi
- Department of Anesthesia, Critical Care and Pain Medicine, Hadassah Medical Center, Ein Kerem, POB 12000, Jerusalem 9112001, Israel; (N.D.); (A.N.); (B.M.B.); (S.L.)
| | - Dan Padawer
- Department of Pulmonary Medicine, Hadassah Medical Center, Ein Kerem, POB 12000, Jerusalem 9112001, Israel;
- Faculty of Medicine, Hebrew University of Jerusalem, Campus Ein Kerem, Jerusalem 9112102, Israel
| | - Noor Dirini
- Department of Anesthesia, Critical Care and Pain Medicine, Hadassah Medical Center, Ein Kerem, POB 12000, Jerusalem 9112001, Israel; (N.D.); (A.N.); (B.M.B.); (S.L.)
| | - Akiva Nachshon
- Department of Anesthesia, Critical Care and Pain Medicine, Hadassah Medical Center, Ein Kerem, POB 12000, Jerusalem 9112001, Israel; (N.D.); (A.N.); (B.M.B.); (S.L.)
| | - Baruch M. Batzofin
- Department of Anesthesia, Critical Care and Pain Medicine, Hadassah Medical Center, Ein Kerem, POB 12000, Jerusalem 9112001, Israel; (N.D.); (A.N.); (B.M.B.); (S.L.)
| | - Stephane Ledot
- Department of Anesthesia, Critical Care and Pain Medicine, Hadassah Medical Center, Ein Kerem, POB 12000, Jerusalem 9112001, Israel; (N.D.); (A.N.); (B.M.B.); (S.L.)
- Faculty of Medicine, Hebrew University of Jerusalem, Campus Ein Kerem, Jerusalem 9112102, Israel
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Obeso I, Yoon B, Ledbetter D, Aczon M, Laksana E, Zhou A, Eckberg RA, Mertan K, Khemani RG, Wetzel R. A Novel Application of Spectrograms with Machine Learning Can Detect Patient Ventilator Dyssynchrony. Biomed Signal Process Control 2023; 86:105251. [PMID: 37587924 PMCID: PMC10426752 DOI: 10.1016/j.bspc.2023.105251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/18/2023]
Abstract
Patients in intensive care units are frequently supported by mechanical ventilation. There is increasing awareness of patient-ventilator dyssynchrony (PVD), a mismatch between patient respiratory effort and assistance provided by the ventilator, as a risk factor for infection, narcotic exposure, lung injury, and adverse neurocognitive effects. One of the most injurious consequences of PVD are double cycled (DC) breaths when two breaths are delivered by the ventilator instead of one. Prior efforts to identify PVD have limited efficacy. An automated method to identify PVD, independent of clinician expertise, acumen, or time, would potentially permit early, targeted treatment to avoid further harm. We performed secondary analyses of data from a clinical trial of children with acute respiratory distress syndrome. Waveforms of ventilator flow, airway pressure and esophageal manometry were annotated to identify DC breaths and underlying PVD subtypes. Spectrograms were generated from those waveforms to train Convolutional Neural Network (CNN) models in detecting DC and underlying PVD subtypes: Reverse Trigger (RT) and Inadequate Support (IS). The DC breath detection model yielded AUROC of 0.980, while the multi-target detection model for underlying dyssynchrony yielded AUROC of 0.980 (RT) and 0.976 (IS). When operating at 75% sensitivity, DC breath detection had a number needed to alert (NNA) 1.3 (99% specificity), while underlying PVD had a NNA 1.6 (98.5% specificity) for RT and NNA 4.0 (98.2% specificity) for IS. CNNs using spectrograms of ventilator waveforms can identify DC breaths and detect the underlying PVD for targeted clinical interventions.
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Affiliation(s)
| | | | - David Ledbetter
- Ishmael Obeso, Benjamin Yoon, David Ledbetter, Melissa Aczon, Eugene Laksana, Alice Zhou, Andrew Eckberg, Keith Mertan, Robinder G. Khemani, and Randall Wetzel are with the Children’s Hospital Los Angeles, California
| | - Melissa Aczon
- Ishmael Obeso, Benjamin Yoon, David Ledbetter, Melissa Aczon, Eugene Laksana, Alice Zhou, Andrew Eckberg, Keith Mertan, Robinder G. Khemani, and Randall Wetzel are with the Children’s Hospital Los Angeles, California
| | - Eugene Laksana
- Ishmael Obeso, Benjamin Yoon, David Ledbetter, Melissa Aczon, Eugene Laksana, Alice Zhou, Andrew Eckberg, Keith Mertan, Robinder G. Khemani, and Randall Wetzel are with the Children’s Hospital Los Angeles, California
| | - Alice Zhou
- Ishmael Obeso, Benjamin Yoon, David Ledbetter, Melissa Aczon, Eugene Laksana, Alice Zhou, Andrew Eckberg, Keith Mertan, Robinder G. Khemani, and Randall Wetzel are with the Children’s Hospital Los Angeles, California
| | - R. Andrew Eckberg
- Ishmael Obeso, Benjamin Yoon, David Ledbetter, Melissa Aczon, Eugene Laksana, Alice Zhou, Andrew Eckberg, Keith Mertan, Robinder G. Khemani, and Randall Wetzel are with the Children’s Hospital Los Angeles, California
| | - Keith Mertan
- Ishmael Obeso, Benjamin Yoon, David Ledbetter, Melissa Aczon, Eugene Laksana, Alice Zhou, Andrew Eckberg, Keith Mertan, Robinder G. Khemani, and Randall Wetzel are with the Children’s Hospital Los Angeles, California
| | - Robinder G. Khemani
- Ishmael Obeso, Benjamin Yoon, David Ledbetter, Melissa Aczon, Eugene Laksana, Alice Zhou, Andrew Eckberg, Keith Mertan, Robinder G. Khemani, and Randall Wetzel are with the Children’s Hospital Los Angeles, California
| | - Randall Wetzel
- Ishmael Obeso, Benjamin Yoon, David Ledbetter, Melissa Aczon, Eugene Laksana, Alice Zhou, Andrew Eckberg, Keith Mertan, Robinder G. Khemani, and Randall Wetzel are with the Children’s Hospital Los Angeles, California
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Khan MH, Becker RC. Cardiopulmonary Phenotypes of Post Acute Sequelae of Severe Acute Respiratory Syndrome Coronavirus 2: A Narrative Review. Cardiol Rev 2023; 31:117-127. [PMID: 37036191 DOI: 10.1097/crd.0000000000000429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The acute effects of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are well known; however, the long-term cardiopulmonary effects are less well characterized. The phenotypic expression of acute infection is heterogeneous, ranging from a complete absence of symptoms to shock, multisystem organ failure, and death. Patients with severe or critical coronavirus disease (COVID-19) who survive their initial illness can require a prolonged period of recovery lasting weeks to months. This specific patient group is part of a larger and even more heterogeneous group of patients who initially experience mild-to-moderate symptoms that fail to resolve over time. Collectively, patients recovering from severe or critical COVID-19 and those who continue to experience symptoms following a lower acuity infection are considered to have Post Acute Sequalae of SARS-CoV-2 infection (PASC). Using prognostic factors like myocardial infarction, myocarditis, pulmonary embolism, acute respiratory distress syndrome, need for mechanical ventilation or extracorporeal membrane oxygenation, and advanced pharmaceutical therapies that primarily occur or are instituted in the acute phase of illness one can begin to develop a taxonomy or corpus of PASC in its varied forms.
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Affiliation(s)
- Muhammad H Khan
- From the Department of Internal Medicine, University of Cincinnati, Cincinnati, OH
| | - Richard C Becker
- University of Cincinnati Heart, Lung and Vascular Institute, Cincinnati, OH
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Ijaz M, Fhrighil SN, Brett R, Connolly J, Conneely A, O'Connor G, O'Halloran M, Yousefian S. Computational design and experimental analysis of a novel visor for COVID-19 patients receiving high-flow nasal oxygen therapy. EUROPEAN JOURNAL OF MECHANICS. B, FLUIDS 2023; 97:93-110. [PMID: 36268504 PMCID: PMC9562623 DOI: 10.1016/j.euromechflu.2022.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 09/16/2022] [Accepted: 09/24/2022] [Indexed: 06/16/2023]
Abstract
The Covid-19 global pandemic has reshaped the requirements of healthcare sectors worldwide. Following the exposure risks associated with Covid-19, this paper aims to design, optimise, and validate a wearable medical device that reduces the risk of transmission of contagious droplets from infected patients in a hospital setting. This study specifically focuses on those receiving high-flow nasal oxygen therapy. The design process consisted of optimising the geometry of the visor to ensure that the maximum possible percentage of harmful droplets exhaled by the patient can be successfully captured by a vacuum tube attached to the visor. This has been completed by deriving a number of concept designs and assessing their effectiveness, based on numerical analysis, computational fluid dynamics (CFD) simulations and experimental testing. The CFD results are validated using various experimental methods such as Schlieren imaging, particle measurement testing and laser sheet visualisation. Droplet capturing efficiency of the visor was measured through CFD and validated through experimental particle measurement testing. The results presented a 5% deviation between CFD and experimental results. Also, the modifications based on the validated CFD results improved the visor effectiveness by 47% and 38% for breathing and coughing events, respectively.
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Affiliation(s)
- Masooma Ijaz
- Mechanical Engineering, College of Engineering and Informatics, National University of Ireland, Galway, Ireland
| | - Sorcha Ni Fhrighil
- Mechanical Engineering, College of Engineering and Informatics, National University of Ireland, Galway, Ireland
| | - Rory Brett
- Mechanical Engineering, College of Engineering and Informatics, National University of Ireland, Galway, Ireland
| | - Jack Connolly
- BioInnovate Ireland, National University of Ireland, Galway, Ireland
| | - Alan Conneely
- National Centre for Laser Applications, School of Physics, College of Science and Engineering National University of Ireland, Galway, Ireland
| | - Gerard O'Connor
- Translational Medical Device Lab, Lambe Institute for Translational Research & HRB Clinical Research Facility, University Hospital Galway, Galway, Ireland
| | - Martin O'Halloran
- Translational Medical Device Lab, Lambe Institute for Translational Research & HRB Clinical Research Facility, University Hospital Galway, Galway, Ireland
| | - Sajjad Yousefian
- Mechanical Engineering, College of Engineering and Informatics, National University of Ireland, Galway, Ireland
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Castro LUC, Otsuki DA, Sanches TR, Souza FL, Santinho MAR, da Silva C, Noronha IDL, Duarte-Neto AN, Gomes SA, Malbouisson LMS, Andrade L. Terlipressin combined with conservative fluid management attenuates hemorrhagic shock-induced acute kidney injury in rats. Sci Rep 2022; 12:20443. [PMID: 36443404 PMCID: PMC9705717 DOI: 10.1038/s41598-022-24982-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 11/23/2022] [Indexed: 11/29/2022] Open
Abstract
Hemorrhagic shock (HS), a major cause of trauma-related mortality, is mainly treated by crystalloid fluid administration, typically with lactated Ringer's (LR). Despite beneficial hemodynamic effects, such as the restoration of mean arterial pressure (MAP), LR administration has major side effects, including organ damage due to edema. One strategy to avoid such effects is pre-hospitalization intravenous administration of the potent vasoconstrictor terlipressin, which can restore hemodynamic stability/homeostasis and has anti-inflammatory effects. Wistar rats were subjected to HS for 60 min, at a target MAP of 30-40 mmHg, thereafter being allocated to receive LR infusion at 3 times the volume of the blood withdrawn (liberal fluid management); at 2 times the volume (conservative fluid management), plus terlipressin (10 µg/100 g body weight); and at an equal volume (conservative fluid management), plus terlipressin (10 µg/100 g body weight). A control group comprised rats not subjected to HS and receiving no fluid resuscitation or treatment. At 15 min after fluid resuscitation/treatment, the blood previously withdrawn was reinfused. At 24 h after HS, MAP was higher among the terlipressin-treated animals. Terlipressin also improved post-HS survival and provided significant improvements in glomerular/tubular function (creatinine clearance), neutrophil gelatinase-associated lipocalin expression, fractional excretion of sodium, aquaporin 2 expression, tubular injury, macrophage infiltration, interleukin 6 levels, interleukin 18 levels, and nuclear factor kappa B expression. In terlipressin-treated animals, there was also significantly higher angiotensin II type 1 receptor expression and normalization of arginine vasopressin 1a receptor expression. Terlipressin associated with conservative fluid management could be a viable therapy for HS-induced acute kidney injury, likely attenuating such injury by modulating the inflammatory response via the arginine vasopressin 1a receptor.
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Affiliation(s)
- Leticia Urbano Cardoso Castro
- grid.11899.380000 0004 1937 0722Laboratory of Basic Science in Renal Diseases, Division of Nephrology, University of São Paulo School of Medicine, Av. Dr. Arnaldo, 455, 3º Andar, sala 3310, São Paulo, SP CEP 01246-903 Brazil
| | - Denise Aya Otsuki
- grid.11899.380000 0004 1937 0722Laboratory of Anesthesiology, Division of Anesthesiology, University of São Paulo School of Medicine, São Paulo, Brazil
| | - Talita Rojas Sanches
- grid.11899.380000 0004 1937 0722Laboratory of Basic Science in Renal Diseases, Division of Nephrology, University of São Paulo School of Medicine, Av. Dr. Arnaldo, 455, 3º Andar, sala 3310, São Paulo, SP CEP 01246-903 Brazil
| | - Felipe Lima Souza
- grid.11899.380000 0004 1937 0722Laboratory of Cellular, Genetic, and Molecular Nephrology, Renal Division, University of São Paulo School of Medicine, São Paulo, Brazil
| | - Mirela Aparecida Rodrigues Santinho
- grid.11899.380000 0004 1937 0722Laboratory of Basic Science in Renal Diseases, Division of Nephrology, University of São Paulo School of Medicine, Av. Dr. Arnaldo, 455, 3º Andar, sala 3310, São Paulo, SP CEP 01246-903 Brazil
| | - Cleonice da Silva
- grid.11899.380000 0004 1937 0722Laboratory of Cellular, Genetic, and Molecular Nephrology, Renal Division, University of São Paulo School of Medicine, São Paulo, Brazil
| | - Irene de Lourdes Noronha
- grid.11899.380000 0004 1937 0722Laboratory of Cellular, Genetic, and Molecular Nephrology, Renal Division, University of São Paulo School of Medicine, São Paulo, Brazil
| | - Amaro Nunes Duarte-Neto
- grid.11899.380000 0004 1937 0722Department of Pathology, University of São Paulo School of Medicine, São Paulo, Brazil
| | - Samirah Abreu Gomes
- grid.11899.380000 0004 1937 0722Laboratory of Cellular, Genetic, and Molecular Nephrology, Renal Division, University of São Paulo School of Medicine, São Paulo, Brazil
| | - Luiz-Marcelo Sá Malbouisson
- grid.11899.380000 0004 1937 0722Laboratory of Anesthesiology, Division of Anesthesiology, University of São Paulo School of Medicine, São Paulo, Brazil
| | - Lucia Andrade
- grid.11899.380000 0004 1937 0722Laboratory of Basic Science in Renal Diseases, Division of Nephrology, University of São Paulo School of Medicine, Av. Dr. Arnaldo, 455, 3º Andar, sala 3310, São Paulo, SP CEP 01246-903 Brazil
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FDA Emergency Use Authorization-Approved Novel Coronavirus Disease 2019, Pressure-Regulated, Mechanical Ventilator Splitter That Enables Differential Compliance Multiplexing. ASAIO J 2022; 68:1228-1230. [PMID: 35667305 PMCID: PMC9521388 DOI: 10.1097/mat.0000000000001756] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Infection with the novel coronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), may cause viral pneumonia and acute respiratory distress syndrome (ARDS). Treatment of ARDS often requires mechanical ventilation and may take weeks for resolution. In areas with a large outbreaks, there may be shortages of ventilators available. While rudimentary methods for ventilator splitting have been described, given the range of independent ventilatory settings required for each patient, this solution is suboptimal. Here, we describe a device that can split a ventilator among up to four patients while allowing for individualized settings. The device has been validated in vitro and in vivo .
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Lorx A, Baglyas S, Podmaniczky E, Valkó L, Gál J, Suki B. Lung mechanics during recovery of a non-invasively ventilated patient with severe COVID-19 pneumonia. Respir Physiol Neurobiol 2022; 306:103960. [PMID: 35934304 PMCID: PMC9352403 DOI: 10.1016/j.resp.2022.103960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 07/31/2022] [Indexed: 11/25/2022]
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Roubík K, Ráfl J, Rožánek M, Kudrna P, Mlček M. Tidal volume significantly affects oxygenation in healthy pigs during high-frequency oscillatory ventilation compared to conventional ventilation. Biomed Eng Online 2022; 21:14. [PMID: 35152895 PMCID: PMC8842876 DOI: 10.1186/s12938-022-00984-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 01/30/2022] [Indexed: 01/12/2023] Open
Abstract
Abstract
Background
The role of high-frequency oscillatory ventilation (HFOV) has long been debated. Numerous studies documented its benefits, whereas several more recent studies did not prove superiority of HFOV over protective conventional mechanical ventilation (CV). One of the accepted explanations is that CV and HFOV act differently, including gas exchange.
Methods
To investigate a different level of coupling or decoupling between oxygenation and carbon dioxide elimination during CV and HFOV, we conducted a prospective crossover animal study in 11 healthy pigs. In each animal, we found a normocapnic tidal volume (VT) after the lung recruitment maneuver. Then, VT was repeatedly changed over a wide range while keeping constant the levels of PEEP during CV and mean airway pressure during HFOV. Arterial partial pressures of oxygen (PaO2) and carbon dioxide (PaCO2) were recorded. The same procedure was repeated for CV and HFOV in random order.
Results
Changes in PaCO2 intentionally induced by adjustment of VT affected oxygenation more significantly during HFOV than during CV. Increasing VT above its normocapnic value during HFOV caused a significant improvement in oxygenation, whereas improvement in oxygenation during CV hyperventilation was limited. Any decrease in VT during HFOV caused a rapid worsening of oxygenation compared to CV.
Conclusion
A change in PaCO2 induced by the manipulation of tidal volume inevitably brings with it a change in oxygenation, while this effect on oxygenation is significantly greater in HFOV compared to CV.
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Lee JWW, Chiew YS, Wang X, Mat Nor MB, Chase JG, Desaive T. Stochastic integrated model-based protocol for volume-controlled ventilation setting. Biomed Eng Online 2022; 21:13. [PMID: 35148759 PMCID: PMC8832735 DOI: 10.1186/s12938-022-00981-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 01/21/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND AND OBJECTIVE Mechanical ventilation (MV) is the primary form of care for respiratory failure patients. MV settings are based on general clinical guidelines, intuition, and experience. This approach is not patient-specific and patients may thus experience suboptimal, potentially harmful MV care. This study presents the Stochastic integrated VENT (SiVENT) protocol which combines model-based approaches of the VENT protocol from previous works, with stochastic modelling to take the variation of patient respiratory elastance over time into consideration. METHODS A stochastic model of Ers is integrated into the VENT protocol from previous works to develop the SiVENT protocol, to account for both intra- and inter-patient variability. A cohort of 20 virtual MV patients based on retrospective patient data are used to validate the performance of this method for volume-controlled (VC) ventilation. A performance evaluation was conducted where the SiVENT and VENT protocols were implemented in 1080 instances each to compare the two protocols and evaluate the difference in reduction of possible MV settings achieved by each. RESULTS From an initial number of 189,000 possible MV setting combinations, the VENT protocol reduced this number to a median of 10,612, achieving a reduction of 94.4% across the cohort. With the integration of the stochastic model component, the SiVENT protocol reduced this number from 189,000 to a median of 9329, achieving a reduction of 95.1% across the cohort. The SiVENT protocol reduces the number of possible combinations provided to the user by more than 1000 combinations as compared to the VENT protocol. CONCLUSIONS Adding a stochastic model component into a model-based approach to selecting MV settings improves the ability of a decision support system to recommend patient-specific MV settings. It specifically considers inter- and intra-patient variability in respiratory elastance and eliminates potentially harmful settings based on clinically recommended pressure thresholds. Clinical input and local protocols can further reduce the number of safe setting combinations. The results for the SiVENT protocol justify further investigation of its prediction accuracy and clinical validation trials.
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Affiliation(s)
- Jay Wing Wai Lee
- School of Engineering, Monash University Malaysia, Subang Jaya, Selangor Malaysia
| | - Yeong Shiong Chiew
- School of Engineering, Monash University Malaysia, Subang Jaya, Selangor Malaysia
| | - Xin Wang
- School of Engineering, Monash University Malaysia, Subang Jaya, Selangor Malaysia
| | - Mohd Basri Mat Nor
- Kulliyah of Medicine, International Islamic University Malaysia, Kuantan, Malaysia
| | - J. Geoffrey Chase
- Center of Bioengineering, University of Canterbury, Christchurch, New Zealand
| | - Thomas Desaive
- GIGA In-Silico Medicine, University of Liege, Liege, Belgium
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Lee JWW, Chiew YS, Wang X, Tan CP, Mat Nor MB, Cove ME, Damanhuri NS, Chase JG. Protocol conception for safe selection of mechanical ventilation settings for respiratory failure Patients. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022; 214:106577. [PMID: 34936946 DOI: 10.1016/j.cmpb.2021.106577] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 11/17/2021] [Accepted: 12/03/2021] [Indexed: 06/14/2023]
Abstract
BACKGROUND AND OBJECTIVE Mechanical ventilation is the primary form of care provided to respiratory failure patients. Limited guidelines and conflicting results from major clinical trials means selection of mechanical ventilation settings relies heavily on clinician experience and intuition. Determining optimal mechanical ventilation settings is therefore difficult, where non-optimal mechanical ventilation can be deleterious. To overcome these difficulties, this research proposes a model-based method to manage the wide range of possible mechanical ventilation settings, while also considering patient-specific conditions and responses. METHODS This study shows the design and development of the "VENT" protocol, which integrates the single compartment linear lung model with clinical recommendations from landmark studies, to aid clinical decision-making in selecting mechanical ventilation settings. Using retrospective breath data from a cohort of 24 patients, 3,566 and 2,447 clinically implemented VC and PC settings were extracted respectively. Using this data, a VENT protocol application case study and clinical comparison is performed, and the prediction accuracy of the VENT protocol is validated against actual measured outcomes of pressure and volume. RESULTS The study shows the VENT protocols' potential use in narrowing an overwhelming number of possible mechanical ventilation setting combinations by up to 99.9%. The comparison with retrospective clinical data showed that only 33% and 45% of clinician settings were approved by the VENT protocol. The unapproved settings were mainly due to exceeding clinical recommended settings. When utilising the single compartment model in the VENT protocol for forecasting peak pressures and tidal volumes, median [IQR] prediction error values of 0.75 [0.31 - 1.83] cmH2O and 0.55 [0.19 - 1.20] mL/kg were obtained. CONCLUSIONS Comparing the proposed protocol with retrospective clinically implemented settings shows the protocol can prevent harmful mechanical ventilation setting combinations for which clinicians would be otherwise unaware. The VENT protocol warrants a more detailed clinical study to validate its potential usefulness in a clinical setting.
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Affiliation(s)
- Jay Wing Wai Lee
- School of Engineering, Monash University Malaysia, Selangor, Malaysia.
| | | | - Xin Wang
- School of Engineering, Monash University Malaysia, Selangor, Malaysia
| | - Chee Pin Tan
- School of Engineering, Monash University Malaysia, Selangor, Malaysia
| | - Mohd Basri Mat Nor
- Kulliyah of Medicine, International Islamic University Malaysia, Pahang, Malaysia
| | - Matthew E Cove
- Division of Respiratory and Critical Care Medicine, Department of Medicine, National University Health System, Singapore
| | - Nor Salwa Damanhuri
- Faculty of Electrical Engineering, Universiti Teknologi MARA, Cawangan Pulau Pinang, Pulau Pinang, Malaysia
| | - J Geoffrey Chase
- Center of Bioengineering, University of Canterbury, Christchurch, New Zealand
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Lin H, Wang P, Zhang W, Yan H, Yu H, Yan L, Chen H, Xie M, Shan L. Novel Combined Preparation and Investigation of Bergenin-Loaded Albumin Nanoparticles for the Treatment of Acute Lung Injury: In Vitro and In Vivo Evaluations. Inflammation 2021; 45:428-444. [PMID: 34599707 DOI: 10.1007/s10753-021-01556-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 08/22/2021] [Indexed: 11/29/2022]
Abstract
A new method for targeting lung infections is of great interest using biodegradable nanoparticles. In this study, bergenin-loaded BSA NPs were developed against lung injury. Briefly, bergenin-loaded bovine serum albumin nanoparticles (BG@BSA NPs) were synthesized and characterized. HPLC recorded the major peak of bergenin. UV-Vis spectra had an absorbance at 376 nm. XRD revealed the presence of crystalline particles. FTIR confirmed the occurrence of functionalized molecules in the synthesized NPs. The particles were highly stable with a net negative charge of - 24.2. The morphology of NPs was determined by SEM and TEM. The mean particle size was 124.26 nm. The production of NO by NR8383 cells was decreased by BG@BSA NPs. Also, in mice, lipopolysaccharide-mediated acute lung inflammation was induced. BG@BSA NPs reduced macrophages and neutrophils in BALF and remarkably enhanced wet weight-to-dry weight (W/D) ratios and myeloperoxidase (MPO) activity. Further, BG@BSA NPs inhibited the production of inflammatory cells as well as tumor necrosis factor. The histopathological studies revealed that the damage and neutrophil infiltration were greatly inhibited by BG@BSA NPs. This indicates that BG@BSA NPs may be used to treat lung infections. Therefore, this study has given new insight into producing an active drug for the treatment of lung-associated diseases in the future.
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Affiliation(s)
- Hui Lin
- Department of Thoracic Surgery, First People's Hospital of Wenling, Wenling, 317500, People's Republic of China
| | - Pengfei Wang
- Department of Neurosurgery, The Kaifeng Central Hospital of Xinxiang Medical University, Kaifeng, 475000, People's Republic of China
| | - Wanhong Zhang
- Department of Neurosurgery, The Kaifeng Central Hospital of Xinxiang Medical University, Kaifeng, 475000, People's Republic of China
| | - Hongwang Yan
- Department of Thoracic Surgery, First People's Hospital of Wenling, Wenling, 317500, People's Republic of China
| | - Hongxi Yu
- Department of Thoracic Surgery, First People's Hospital of Wenling, Wenling, 317500, People's Republic of China
| | - Lingqiao Yan
- Pulmonary and Critical Care Medicine, First People's Hospital of Wenling, Wenling, 317500, People's Republic of China
| | - Hui Chen
- Pulmonary and Critical Care Medicine, First People's Hospital of Wenling, Wenling, 317500, People's Republic of China
| | - Mindan Xie
- Pulmonary and Critical Care Medicine, First People's Hospital of Wenling, Wenling, 317500, People's Republic of China.
| | - Liqun Shan
- Department of Thoracic Surgery, First People's Hospital of Wenling, Wenling, 317500, People's Republic of China
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From hardware store to hospital: a COVID-19-inspired, cost-effective, open-source, in vivo-validated ventilator for use in resource-scarce regions. Biodes Manuf 2021; 5:133-140. [PMID: 34567825 PMCID: PMC8455802 DOI: 10.1007/s42242-021-00164-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 08/16/2021] [Indexed: 12/03/2022]
Abstract
Resource-scarce regions with serious COVID-19 outbreaks do not have enough ventilators to support critically ill patients, and these shortages are especially devastating in developing countries. To help alleviate this strain, we have designed and tested the accessible low-barrier in vivo-validated economical ventilator (ALIVE Vent), a COVID-19-inspired, cost-effective, open-source, in vivo-validated solution made from commercially available components. The ALIVE Vent operates using compressed oxygen and air to drive inspiration, while two solenoid valves ensure one-way flow and precise cycle timing. The device was functionally tested and profiled using a variable resistance and compliance artificial lung and validated in anesthetized large animals. Our functional test results revealed its effective operation under a wide variety of ventilation conditions defined by the American Association of Respiratory Care guidelines for ventilator stockpiling. The large animal test showed that our ventilator performed similarly if not better than a standard ventilator in maintaining optimal ventilation status. The FiO2, respiratory rate, inspiratory to expiratory time ratio, positive-end expiratory pressure, and peak inspiratory pressure were successfully maintained within normal, clinically validated ranges, and the animals were recovered without any complications. In regions with limited access to ventilators, the ALIVE Vent can help alleviate shortages, and we have ensured that all used materials are publicly available. While this pandemic has elucidated enormous global inequalities in healthcare, innovative, cost-effective solutions aimed at reducing socio-economic barriers, such as the ALIVE Vent, can help enable access to prompt healthcare and life saving technology on a global scale and beyond COVID-19.
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13
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Quantifying patient spontaneous breathing effort using model-based methods. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.102809] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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14
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Development of a multi-patient ventilator circuit with validation in an ARDS porcine model. J Anesth 2021; 35:543-554. [PMID: 34061251 PMCID: PMC8167306 DOI: 10.1007/s00540-021-02948-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 05/22/2021] [Indexed: 12/25/2022]
Abstract
Purpose The COVID-19 pandemic threatens our current ICU capabilities nationwide. As the number of COVID-19 positive patients across the nation continues to increase, the need for options to address ventilator shortages is inevitable. Multi-patient ventilation (MPV), in which more than one patient can use a single ventilator base unit, has been proposed as a potential solution to this problem. To our knowledge, this option has been discussed but remains untested in live patients with differing severity of lung pathology. Methods The objective of this study was to address ventilator shortages and patient stacking limitations by developing and validating a modified breathing circuit for two patients with differing lung compliances using simple, off-the-shelf components. A multi-patient ventilator circuit (MPVC) was simulated with a mathematical model and validated with four animal studies. Each animal study had two human-sized pigs: one healthy and one with lipopolysaccharide (LPS) induced ARDS. LPS was chosen because it lowers lung compliance similar to COVID-19. In a previous study, a control group of four pigs was given ARDS and placed on a single patient ventilation circuit (SPVC). The oxygenation of the MPVC ARDS animals was then compared to the oxygenation of the SPVC animals. Results Based on the comparisons, similar oxygenation and morbidity rates were observed between the MPVC ARDS animals and the SPVC animals. Conclusion As healthcare systems worldwide deal with inundated ICUs and hospitals from pandemics, they could potentially benefit from this approach by providing more patients with respiratory care. Supplementary Information The online version contains supplementary material available at 10.1007/s00540-021-02948-2.
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Hamama KM, Fathy SM, AbdAlrahman RS, Alsherif SEDI, Ahmed SA. Driving pressure-guided ventilation versus protective lung ventilation in ARDS patients: A prospective randomized controlled study. EGYPTIAN JOURNAL OF ANAESTHESIA 2021. [DOI: 10.1080/11101849.2021.1930401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Affiliation(s)
- Khaled M. Hamama
- Anesthesiology, Surgical Intensive Care and Pain Medicine Department, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Sameh M. Fathy
- Anesthesiology, Surgical Intensive Care and Pain Medicine Department, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Reda S. AbdAlrahman
- Anesthesiology, Surgical Intensive Care and Pain Medicine Department, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Salah El-Din I. Alsherif
- Anesthesiology, Surgical Intensive Care and Pain Medicine Department, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Sameh Abdelkhalik Ahmed
- Anesthesiology, Surgical Intensive Care and Pain Medicine Department, Faculty of Medicine, Tanta University, Tanta, Egypt
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Zhong X, Wu Q, Yang H, Dong W, Wang B, Zhang Z, Liang G. Airway pressure release ventilation versus low tidal volume ventilation for patients with acute respiratory distress syndrome/acute lung injury: a meta-analysis of randomized clinical trials. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:1641. [PMID: 33490153 PMCID: PMC7812231 DOI: 10.21037/atm-20-6917] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Background It is uncertain whether airway pressure release ventilation (APRV) is better than low tidal volume ventilation (LTVV) for patients with acute respiratory distress syndrome (ARDS). The purpose of this meta-analysis was to compare APRV and LTVV on patients with ARDS. Methods Randomized controlled trials (RCTs) comparing outcomes in ARDS ventilator therapy with APRV or LTVV were identified using Medical Literature Analysis and Retrieval System Online (MEDLINE), Excerpta Medica Database (EMBASE), Cumulative Index to Nursing and Allied Health Literature (CINAHL), Web of Science, the Cochrane Library, and The Chinese Biomedicine Literature Database (SinoMed) from inception to March 2019. Results A total of 7 RCTs with a 405 patients were eligible for our meta-analysis. The results revealed that APRV was associated with lower hospital mortality [405 patients; odds ratio (OR), 0.57; 95% confidence interval (CI), 0.37-0.88; P=0.01], a shorter time of ventilator therapy [373 patients; mean difference (MD), 5.36; 95% CI, 1.99-8.73; P=0.002], and intensive care unit (ICU) stay (315 patients; MD, -4.50; 95% CI, -6.56 to -2.44; P<0.0001), better respiratory system compliance on day 3 (202 patients; MD, 8.19; 95% CI, 0.84-15.54; P=0.03), arterial partial pressure of oxygen/fraction of inspired oxygen (PaO2/FiO2) on day 3 (294 patients; MD, 44.40; 95% CI, 16.05-72.76; P=0.002), and higher mean arterial pressure (MAP) on day 3 (285 patients; MD, 4.18; 95% CI, 3.10-5.25; P<0.00001). There was no statistical difference in the incidence of pneumothorax (170 patients; OR, 0.40; 95% CI, 0.12-1.34; P=0.14). Conclusions The meta-analysis showed that APRV could reduce hospital mortality, duration of ventilation and ICU stay, improve lung compliance, oxygenation index, and MAP compared with LTVV for patients with ARDS. We found APRV to be a safe and effective ventilation mode for patients with ARDS.
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Affiliation(s)
- Xi Zhong
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Qin Wu
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Hao Yang
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Wei Dong
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Bo Wang
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Zhongwei Zhang
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Guopeng Liang
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, China
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17
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Kim KT, Morton S, Howe S, Chiew YS, Knopp JL, Docherty P, Pretty C, Desaive T, Benyo B, Szlavecz A, Moeller K, Shaw GM, Chase JG. Model-based PEEP titration versus standard practice in mechanical ventilation: a randomised controlled trial. Trials 2020; 21:130. [PMID: 32007099 PMCID: PMC6995650 DOI: 10.1186/s13063-019-4035-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2019] [Accepted: 12/29/2019] [Indexed: 11/12/2022] Open
Abstract
Background Positive end-expiratory pressure (PEEP) at minimum respiratory elastance during mechanical ventilation (MV) in patients with acute respiratory distress syndrome (ARDS) may improve patient care and outcome. The Clinical utilisation of respiratory elastance (CURE) trial is a two-arm, randomised controlled trial (RCT) investigating the performance of PEEP selected at an objective, model-based minimal respiratory system elastance in patients with ARDS. Methods and design The CURE RCT compares two groups of patients requiring invasive MV with a partial pressure of arterial oxygen/fraction of inspired oxygen (PaO2/FiO2) ratio ≤ 200; one criterion of the Berlin consensus definition of moderate (≤ 200) or severe (≤ 100) ARDS. All patients are ventilated using pressure controlled (bi-level) ventilation with tidal volume = 6–8 ml/kg. Patients randomised to the control group will have PEEP selected per standard practice (SPV). Patients randomised to the intervention will have PEEP selected based on a minimal elastance using a model-based computerised method. The CURE RCT is a single-centre trial in the intensive care unit (ICU) of Christchurch hospital, New Zealand, with a target sample size of 320 patients over a maximum of 3 years. The primary outcome is the area under the curve (AUC) ratio of arterial blood oxygenation to the fraction of inspired oxygen over time. Secondary outcomes include length of time of MV, ventilator-free days (VFD) up to 28 days, ICU and hospital length of stay, AUC of oxygen saturation (SpO2)/FiO2 during MV, number of desaturation events (SpO2 < 88%), changes in respiratory mechanics and chest x-ray index scores, rescue therapies (prone positioning, nitric oxide use, extracorporeal membrane oxygenation) and hospital and 90-day mortality. Discussion The CURE RCT is the first trial comparing significant clinical outcomes in patients with ARDS in whom PEEP is selected at minimum elastance using an objective model-based method able to quantify and consider both inter-patient and intra-patient variability. CURE aims to demonstrate the hypothesized benefit of patient-specific PEEP and attest to the significance of real-time monitoring and decision-support for MV in the critical care environment. Trial registration Australian New Zealand Clinical Trial Registry, ACTRN12614001069640. Registered on 22 September 2014. (https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=366838&isReview=true) The CURE RCT clinical protocol and data usage has been granted by the New Zealand South Regional Ethics Committee (Reference number: 14/STH/132).
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Affiliation(s)
- Kyeong Tae Kim
- Centre for Bioengineering, University of Canterbury, Christchurch, New Zealand.
| | - Sophie Morton
- Centre for Bioengineering, University of Canterbury, Christchurch, New Zealand
| | - Sarah Howe
- Centre for Bioengineering, University of Canterbury, Christchurch, New Zealand
| | | | - Jennifer L Knopp
- Centre for Bioengineering, University of Canterbury, Christchurch, New Zealand
| | - Paul Docherty
- Centre for Bioengineering, University of Canterbury, Christchurch, New Zealand
| | - Christopher Pretty
- Centre for Bioengineering, University of Canterbury, Christchurch, New Zealand
| | - Thomas Desaive
- GIGA Cardiovascular Science, University of Liege, Liege, Belgium
| | - Balazs Benyo
- Department of Control Engineering and Information, Budapest University of Technology and Economics, Budapest, Hungary
| | - Akos Szlavecz
- Department of Control Engineering and Information, Budapest University of Technology and Economics, Budapest, Hungary
| | - Knut Moeller
- Institute of Technical Medicine (ITeM), HFU Furtwangen University, Villingen-Schwenningen, Germany
| | - Geoffrey M Shaw
- Department of Intensive Care, Christchurch Hospital, Christchurch, New Zealand
| | - J Geoffrey Chase
- Centre for Bioengineering, University of Canterbury, Christchurch, New Zealand
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18
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Matusov Y, Li J, Resuello D, Mathers H, Fried JC. Use of pressure-regulated volume control in the first 48 hours of hospitalization of mechanically ventilated patients with sepsis or septic shock, with or without ARDS. J Intensive Care Soc 2019; 21:305-311. [PMID: 34093732 DOI: 10.1177/1751143719878969] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Purpose To evaluate the impact of pressure-regulated volume control (PRVC/VC+) use on delivered tidal volumes in patients with acute respiratory distress syndrome (ARDS) or at risk for ARDS. Materials and methods Retrospective study of mechanically ventilated adult patients with severe sepsis or septic shock. Results A total of 272 patients were divided into patients with recognized ARDS, patients without ARDS, and patients with unrecognized ARDS. Over 90% of patients were ventilated with PRVC on admission, resulting in delivered tidal volumes significantly higher than set tidal volumes among all groups at all time points, even after ARDS recognition (p < 0.001). Tidal volumes were lower for patients with pulmonary sepsis as compared to those with a nonpulmonary origin (p < 0.001). Conclusions Using PRVC promotes augmented delivered tidal volumes, often in excess of 6 mL/kg ideal body weight. Correct recognition of ARDS and having pulmonary sepsis improves compliance with low-stretch protocol ventilation.
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Affiliation(s)
- Yuri Matusov
- Department of Medicine, Division of Pulmonary & Critical Care Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Medicine, Santa Barbara Cottage Hospital, Santa Barbara, CA, USA
| | - Jing Li
- Cottage Health Research Institute, Santa Barbara Cottage Hospital, Santa Barbara, CA, USA
| | - Dominique Resuello
- Cottage Health Research Institute, Santa Barbara Cottage Hospital, Santa Barbara, CA, USA
| | - Hannah Mathers
- University of California, San Diego School of Medicine, La Jolla, CA, USA
| | - Jeffrey C Fried
- Department of Medicine, Pulmonary & Critical Care, Santa Barbara Cottage Hospital, Santa Barbara, CA, USA
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Morton SE, Knopp JL, Chase JG, Docherty P, Howe SL, Möller K, Shaw GM, Tawhai M. Optimising mechanical ventilation through model-based methods and automation. ANNUAL REVIEWS IN CONTROL 2019; 48:369-382. [PMID: 36911536 PMCID: PMC9985488 DOI: 10.1016/j.arcontrol.2019.05.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 04/09/2019] [Accepted: 05/01/2019] [Indexed: 06/11/2023]
Abstract
Mechanical ventilation (MV) is a core life-support therapy for patients suffering from respiratory failure or acute respiratory distress syndrome (ARDS). Respiratory failure is a secondary outcome of a range of injuries and diseases, and results in almost half of all intensive care unit (ICU) patients receiving some form of MV. Funding the increasing demand for ICU is a major issue and MV, in particular, can double the cost per day due to significant patient variability, over-sedation, and the large amount of clinician time required for patient management. Reducing cost in this area requires both a decrease in the average duration of MV by improving care, and a reduction in clinical workload. Both could be achieved by safely automating all or part of MV care via model-based dynamic systems modelling and control methods are ideally suited to address these problems. This paper presents common lung models, and provides a vision for a more automated future and explores predictive capacity of some current models. This vision includes the use of model-based methods to gain real-time insight to patient condition, improve safety through the forward prediction of outcomes to changes in MV, and develop virtual patients for in-silico design and testing of clinical protocols. Finally, the use of dynamic systems models and system identification to guide therapy for improved personalised control of oxygenation and MV therapy in the ICU will be considered. Such methods are a major part of the future of medicine, which includes greater personalisation and predictive capacity to both optimise care and reduce costs. This review thus presents the state of the art in how dynamic systems and control methods can be applied to transform this core area of ICU medicine.
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Affiliation(s)
- Sophie E Morton
- Department of Mechanical Engineering, University of Canterbury, New Zealand
| | - Jennifer L Knopp
- Department of Mechanical Engineering, University of Canterbury, New Zealand
| | - J Geoffrey Chase
- Department of Mechanical Engineering, University of Canterbury, New Zealand
| | - Paul Docherty
- Department of Mechanical Engineering, University of Canterbury, New Zealand
| | - Sarah L Howe
- Department of Mechanical Engineering, University of Canterbury, New Zealand
| | - Knut Möller
- Institute of Technical Medicine, Furtwangen University, Villingen-Schwenningen, Germany
| | - Geoffrey M Shaw
- Department of Intensive Care, Christchurch Hospital, Christchurch, New Zealand
| | - Merryn Tawhai
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
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Ji M, Hong X, Chen M, Chen T, Jia Y, Zhu J, Wu X, Huang X, Zhang N. Effects of SI and PCV on respiratory mechanics, early central drive and hemodynamics in patients with ARDS. Exp Ther Med 2019; 17:2708-2714. [PMID: 30906461 PMCID: PMC6425255 DOI: 10.3892/etm.2019.7218] [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: 09/05/2018] [Accepted: 01/24/2019] [Indexed: 12/04/2022] Open
Abstract
Effects of sustained inflation (SI) and pressure- controlled ventilation (PCV) on respiratory mechanics, early central drive, and hemodynamics in patients with acute respiratory distress syndrome (ARDS) were investigated and compared. A retrospective analysis of 26 patients with ARDS, who were admitted to the Yiwu Central Hospital from March 2015 to March 2016, was performed. According to the ventilation method adopted by the patients with ARDS, 13 patients who received SI treatment were included in the SI group and 13 patients who received PCV treatment were included in the PCV group. The condition of central drive of the patients in the two groups was recorded and calculated continuously before and after recruitment maneuver (RM), the changes of each indicator of the respiratory function and hemodynamics were recorded and calculated before and after RM at 1, 10, 20 and 30 min. The differences were not statistically significant when comparing PIP, Pplate and Crs in patients in the SI group and the PCV group before RM with those after RM at 1, 10, 20 and 30 min (P>0.05), the differences were not statistically significant when comparing heart rate and mean arterial pressure in patients in the SI group and the PCV group before RM with those after RM at 1, 10, 20 and 30 min (P>0.05). Ηowever, central venous pressure in patients in the SI group after RM at 10 and 20 min was significantly higher than that in the PCV group, and the differences were statistically significant (P<0.05). VT/RMS, VE/RMS and ΔPdi/RMS in the SI group and the PCV group after RM were significantly higher than those before RM, and the differences were statistically significant (P<0.05). There was little difference in the effect between SI and PCV on respiratory mechanics, early central drive and hemodynamics in patients with ARDS, and both mechanical ventilation methods enhanced the effect of central-mechanical-ventilation coupling after RM. Therefore, the two mechanical ventilation methods, SI and PCV, were equally available for patients with ARDS.
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Affiliation(s)
- Mingxia Ji
- Department of Emergency, Yiwu Central Hospital, Yiwu, Zhejiang 320000, P.R. China
| | - Xiaofei Hong
- Department of Science and Education, Yiwu Central Hospital, Yiwu, Zhejiang 320000, P.R. China
| | - Mengyan Chen
- Department of Emergency, Yiwu Central Hospital, Yiwu, Zhejiang 320000, P.R. China
| | - Tiejiang Chen
- Department of Emergency, Yiwu Central Hospital, Yiwu, Zhejiang 320000, P.R. China
| | - Yi'An Jia
- Department of Emergency, Yiwu Central Hospital, Yiwu, Zhejiang 320000, P.R. China
| | - Jinjiang Zhu
- Department of Emergency, Yiwu Central Hospital, Yiwu, Zhejiang 320000, P.R. China
| | - Xionglin Wu
- Department of Emergency, Yiwu Central Hospital, Yiwu, Zhejiang 320000, P.R. China
| | - Xiaoying Huang
- Department of Emergency, Yiwu Central Hospital, Yiwu, Zhejiang 320000, P.R. China
| | - Ning Zhang
- Department of ICU, Lishui People's Hospital, Lishui, Zhejiang 323000, P.R. China
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21
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Fioretto JR, Pires RB, Klefens SO, Kurokawa CS, Carpi MF, Bonatto RC, Moraes MA, Ronchi CF. Inflammatory lung injury in rabbits: effects of high-frequency oscillatory ventilation in the prone position. J Bras Pneumol 2019; 45:e20180067. [PMID: 30916116 PMCID: PMC6715165 DOI: 10.1590/1806-3713/e20180067] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Accepted: 08/12/2018] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVE To compare the effects that prone and supine positioning during high-frequency oscillatory ventilation (HFOV) have on oxygenation and lung inflammation, histological injury, and oxidative stress in a rabbit model of acute lung injury (ALI). METHODS Thirty male Norfolk white rabbits were induced to ALI by tracheal saline lavage (30 mL/kg, 38°C). The injury was induced during conventional mechanical ventilation, and ALI was considered confirmed when a PaO2/FiO2 ratio < 100 mmHg was reached. Rabbits were randomly divided into two groups: HFOV in the supine position (SP group, n = 15); and HFOV with prone positioning (PP group, n = 15). For HFOV, the mean airway pressure was initially set at 16 cmH2O. At 30, 60, and 90 min after the start of the HFOV protocol, the mean airway pressure was reduced to 14, 12, and 10 cmH2O, respectively. At 120 min, the animals were returned to or remained in the supine position for an extra 30 min. We evaluated oxygenation indices and histological lung injury scores, as well as TNF-α levels in BAL fluid and lung tissue. RESULTS After ALI induction, all of the animals showed significant hypoxemia, decreased respiratory system compliance, decreased oxygenation, and increased mean airway pressure in comparison with the baseline values. There were no statistically significant differences between the two groups, at any of the time points evaluated, in terms of the PaO2 or oxygenation index. However, TNF-α levels in BAL fluid were significantly lower in the PP group than in the SP group, as were histological lung injury scores. CONCLUSIONS Prone positioning appears to attenuate inflammatory and histological lung injury during HFOV in rabbits with ALI.
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Affiliation(s)
- Jose Roberto Fioretto
- . Disciplina de Pediatria, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista - UNESP - Botucatu (SP) Brasil
| | | | - Susiane Oliveira Klefens
- . Disciplina de Pediatria, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista - UNESP - Botucatu (SP) Brasil
| | - Cilmery Suemi Kurokawa
- . Disciplina de Pediatria, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista - UNESP - Botucatu (SP) Brasil
| | - Mario Ferreira Carpi
- . Disciplina de Pediatria, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista - UNESP - Botucatu (SP) Brasil
| | - Rossano César Bonatto
- . Disciplina de Pediatria, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista - UNESP - Botucatu (SP) Brasil
| | - Marcos Aurélio Moraes
- . Disciplina de Pediatria, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista - UNESP - Botucatu (SP) Brasil
| | - Carlos Fernando Ronchi
- . Disciplina de Pediatria, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista - UNESP - Botucatu (SP) Brasil
- . Departamento de Fisioterapia, Universidade Federal de Uberlândia, Uberlândia (MG) Brasil
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22
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Major VJ, Chiew YS, Shaw GM, Chase JG. Biomedical engineer's guide to the clinical aspects of intensive care mechanical ventilation. Biomed Eng Online 2018; 17:169. [PMID: 30419903 PMCID: PMC6233601 DOI: 10.1186/s12938-018-0599-9] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Accepted: 11/01/2018] [Indexed: 12/16/2022] Open
Abstract
Background Mechanical ventilation is an essential therapy to support critically ill respiratory failure patients. Current standards of care consist of generalised approaches, such as the use of positive end expiratory pressure to inspired oxygen fraction (PEEP–FiO2) tables, which fail to account for the inter- and intra-patient variability between and within patients. The benefits of higher or lower tidal volume, PEEP, and other settings are highly debated and no consensus has been reached. Moreover, clinicians implicitly account for patient-specific factors such as disease condition and progression as they manually titrate ventilator settings. Hence, care is highly variable and potentially often non-optimal. These conditions create a situation that could benefit greatly from an engineered approach. The overall goal is a review of ventilation that is accessible to both clinicians and engineers, to bridge the divide between the two fields and enable collaboration to improve patient care and outcomes. This review does not take the form of a typical systematic review. Instead, it defines the standard terminology and introduces key clinical and biomedical measurements before introducing the key clinical studies and their influence in clinical practice which in turn flows into the needs and requirements around how biomedical engineering research can play a role in improving care. Given the significant clinical research to date and its impact on this complex area of care, this review thus provides a tutorial introduction around the review of the state of the art relevant to a biomedical engineering perspective. Discussion This review presents the significant clinical aspects and variables of ventilation management, the potential risks associated with suboptimal ventilation management, and a review of the major recent attempts to improve ventilation in the context of these variables. The unique aspect of this review is a focus on these key elements relevant to engineering new approaches. In particular, the need for ventilation strategies which consider, and directly account for, the significant differences in patient condition, disease etiology, and progression within patients is demonstrated with the subsequent requirement for optimal ventilation strategies to titrate for patient- and time-specific conditions. Conclusion Engineered, protective lung strategies that can directly account for and manage inter- and intra-patient variability thus offer great potential to improve both individual care, as well as cohort clinical outcomes.
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Affiliation(s)
- Vincent J Major
- Department of Population Health, NYU Langone Health, New York, NY, USA.
| | - Yeong Shiong Chiew
- School of Engineering, Monash University Malaysia, Subang Jaya, Malaysia
| | - Geoffrey M Shaw
- Department of Intensive Care, Christchurch Hospital, Christchurch, New Zealand
| | - J Geoffrey Chase
- Centre for Bioengineering, University of Canterbury, Christchurch, New Zealand
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Hentze B, Muders T, Luepschen H, Maripuu E, Hedenstierna G, Putensen C, Walter M, Leonhardt S. Regional lung ventilation and perfusion by electrical impedance tomography compared to single-photon emission computed tomography. Physiol Meas 2018; 39:065004. [PMID: 29794336 DOI: 10.1088/1361-6579/aac7ae] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Electrical impedance tomography (EIT) is a noninvasive imaging modality that allows real-time monitoring of regional lung ventilation ([Formula: see text]) in intensive care patients at bedside. However, for improved guidance of ventilation therapy it would be beneficial to obtain regional ventilation-to-perfusion ratio ([Formula: see text]) by EIT. APPROACH In order to further explore the feasibility, we first evaluate a model-based approach, based on semi-negative matrix factorization and a gamma-variate model, to extract regional lung perfusion ([Formula: see text]) from EIT measurements. Subsequently, a combined validation of both [Formula: see text] and [Formula: see text] measured by EIT against single-photon emission computed tomography (SPECT) is performed on data acquired as part of a porcine animal trial. Four pigs were ventilated at two different levels of positive end-expiratory pressure (PEEP 0 and 15 cm H2O, respectively) in randomized order. Repeated injections of an EIT contrast agent (NaCl 10%) and simultaneous SPECT measurements of [Formula: see text] (81mKr gas) and [Formula: see text] (99mTc-labeled albumin) were performed. MAIN RESULTS Both [Formula: see text] and [Formula: see text] from EIT and SPECT were compared by correlation analysis. Very strong (r 2 = 0.94 to 0.95) correlations were found for [Formula: see text] and [Formula: see text] in the dorsal-ventral direction at both PEEP levels. Moderate (r 2 = 0.36 to 0.46) and moderate to strong (r 2 = 0.61 to 0.82) correlations resulted for [Formula: see text] and [Formula: see text] in the right-left direction, respectively. SIGNIFICANCE The results of combined validation indicate that monitoring of [Formula: see text] and [Formula: see text] by EIT is possible. However, care should be taken when trying to quantify [Formula: see text] by EIT, as imaging artefacts and model bias may void necessary spatial matching.
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Affiliation(s)
- Benjamin Hentze
- Philips Chair for Medical Information Technology, RWTH Aachen University, Pauwelsstr. 20, 52074 Aachen, Germany. Department of Anaesthesiology and Intensive Care Medicine, University of Bonn, Sigmund-Freud-Str. 25, 53105 Bonn, Germany
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Nabian M, Narusawa U. Patient-specific optimization of mechanical ventilation for patients with acute respiratory distress syndrome using quasi-static pulmonary P-V data. INFORMATICS IN MEDICINE UNLOCKED 2018; 12:44-55. [PMID: 35036518 PMCID: PMC8740849 DOI: 10.1016/j.imu.2018.06.003] [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: 04/28/2018] [Revised: 06/05/2018] [Accepted: 06/06/2018] [Indexed: 11/13/2022] Open
Abstract
Quasi-static, pulmonary pressure-volume (P-V) curves were combined with a respiratory system model to analyze tidal pressure cycles, simulating mechanical ventilation of patients with acute respiratory distress syndrome (ARDS). Two important quantities including 1) tidal recruited volume and 2) tidal hyperinflated volume were analytically computed by integrating the distribution of alveolar elements over the affected pop-open pressure range. We analytically predicted the tidal recruited volume of four canine subjects and compared our results with similar experimental measurements on canine models for the validation. We then applied our mathematical model to the P-V data of ARDS populations in four stages of Early ARDS, Deep Knee, Advanced ARDS and Baby Lung to quantify the tidal recruited volume and tidal hyperinflated volume as an indicator of ventilator-induced lung injury (VILI). These quantitative predictions based on patient-specific P-V data suggest that the optimum parameters of mechanical ventilation including PEEP and Tidal Pressure (Volume) are largely varying among ARDS population and are primarily influenced by the degree in the severity of ARDS.
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Affiliation(s)
- Mohsen Nabian
- Department of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, USA
| | - Uichiro Narusawa
- Department of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, USA
- Department of Bio-engineering, Northeastern University, Boston, MA, USA
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Langdon R, Docherty PD, Schranz C, Chase JG. Prediction of high airway pressure using a non-linear autoregressive model of pulmonary mechanics. Biomed Eng Online 2017; 16:126. [PMID: 29096634 PMCID: PMC5668972 DOI: 10.1186/s12938-017-0415-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Accepted: 10/25/2017] [Indexed: 11/25/2022] Open
Abstract
Background For mechanically ventilated patients with acute respiratory distress syndrome (ARDS), suboptimal PEEP levels can cause ventilator induced lung injury (VILI). In particular, high PEEP and high peak inspiratory pressures (PIP) can cause over distension of alveoli that is associated with VILI. However, PEEP must also be sufficient to maintain recruitment in ARDS lungs. A lung model that accurately and precisely predicts the outcome of an increase in PEEP may allow dangerous high PIP to be avoided, and reduce the incidence of VILI. Methods and results Sixteen pressure-flow data sets were collected from nine mechanically ventilated ARDs patients that underwent one or more recruitment manoeuvres. A nonlinear autoregressive (NARX) model was identified on one or more adjacent PEEP steps, and extrapolated to predict PIP at 2, 4, and 6 cmH2O PEEP horizons. The analysis considered whether the predicted and measured PIP exceeded a threshold of 40 cmH2O. A direct comparison of the method was made using the first order model of pulmonary mechanics (FOM(I)). Additionally, a further, more clinically appropriate method for the FOM was tested, in which the FOM was trained on a single PEEP prior to prediction (FOM(II)). The NARX model exhibited very high sensitivity (> 0.96) in all cases, and a high specificity (> 0.88). While both FOM methods had a high specificity (> 0.96), the sensitivity was much lower, with a mean of 0.68 for FOM(I), and 0.82 for FOM(II). Conclusions Clinically, false negatives are more harmful than false positives, as a high PIP may result in distension and VILI. Thus, the NARX model may be more effective than the FOM in allowing clinicians to reduce the risk of applying a PEEP that results in dangerously high airway pressures.
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Affiliation(s)
- Ruby Langdon
- Department of Mechanical Engineering, University of Canterbury, Private bag 4800, Christchurch, 8140, New Zealand
| | - Paul D Docherty
- Department of Mechanical Engineering, University of Canterbury, Private bag 4800, Christchurch, 8140, New Zealand.
| | | | - J Geoffrey Chase
- Department of Mechanical Engineering, University of Canterbury, Private bag 4800, Christchurch, 8140, New Zealand
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Hashimoto S, Sanui M, Egi M, Ohshimo S, Shiotsuka J, Seo R, Tanaka R, Tanaka Y, Norisue Y, Hayashi Y, Nango E. The clinical practice guideline for the management of ARDS in Japan. J Intensive Care 2017; 5:50. [PMID: 28770093 PMCID: PMC5526253 DOI: 10.1186/s40560-017-0222-3] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Accepted: 04/19/2017] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The Japanese Society of Respiratory Care Medicine and the Japanese Society of Intensive Care Medicine provide here a clinical practice guideline for the management of adult patients with ARDS in the ICU. METHOD The guideline was developed applying the GRADE system for performing robust systematic reviews with plausible recommendations. The guideline consists of 13 clinical questions mainly regarding ventilator settings and drug therapies (the last question includes 11 medications that are not approved for clinical use in Japan). RESULTS The recommendations for adult patients with ARDS include: we suggest against early tracheostomy (GRADE 2C), we suggest using NPPV for early respiratory management (GRADE 2C), we recommend the use of low tidal volumes at 6-8 mL/kg (GRADE 1B), we suggest setting the plateau pressure at 30cmH20 or less (GRADE2B), we suggest using PEEP within the range of plateau pressures less than or equal to 30cmH2O, without compromising hemodynamics (Grade 2B), and using higher PEEP levels in patients with moderate to severe ARDS (Grade 2B), we suggest using protocolized methods for liberation from mechanical ventilation (Grade 2D), we suggest prone positioning especially in patients with moderate to severe respiratory dysfunction (GRADE 2C), we suggest against the use of high frequency oscillation (GRADE 2C), we suggest the use of neuromuscular blocking agents in patients requiring mechanical ventilation under certain circumstances (GRADE 2B), we suggest fluid restriction in the management of ARDS (GRADE 2A), we do not suggest the use of neutrophil elastase inhibitors (GRADE 2D), we suggest the administration of steroids, equivalent to methylprednisolone 1-2mg/kg/ day (GRADE 2A), and we do not recommend other medications for the treatment of adult patients with ARDS (GRADE1B; inhaled/intravenous β2 stimulants, prostaglandin E1, activated protein C, ketoconazole, and lisofylline, GRADE 1C; inhaled nitric oxide, GRADE 1D; surfactant, GRADE 2B; granulocyte macrophage colony-stimulating factor, N-acetylcysteine, GRADE 2C; Statin.). CONCLUSIONS This article was translated from the Japanese version originally published as the ARDS clinical practice guidelines 2016 by the committee of ARDS clinical practice guideline (Tokyo, 2016, 293p, available from http://www.jsicm.org/ARDSGL/ARDSGL2016.pdf). The original article, written for Japanese healthcare providers, provides points of view that are different from those in other countries.
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Affiliation(s)
- Satoru Hashimoto
- Department of Anesthesiology and Intensive Care, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Masamitsu Sanui
- Department of Anesthesiology and Critical Care Medicine, Jichi Medical University Saitama Medical Center, Saitama, Japan
| | - Moritoki Egi
- Department of anesthesiology, Kobe University Hospital, Kobe, Japan
| | - Shinichiro Ohshimo
- Department of Emergency and Critical Care Medicine, Hiroshima University, Hiroshima, Japan
| | - Junji Shiotsuka
- Division of Critical Care Medicine, Okinawa Chubu Hospital, Okinawa, Japan
| | - Ryutaro Seo
- Department of Emergency Medicine, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Ryoma Tanaka
- Pulmonary & Critical Care Medicine, LDS Hospital, Salt Lake City, USA
| | - Yu Tanaka
- Department of Anesthesiology, Nara Medical University, Nara, Japan
| | - Yasuhiro Norisue
- Department of Emergency and Critical Care Medicine, Tokyo Bay Medical Center, Tokyo, Japan
| | - Yoshiro Hayashi
- Department of Intensive Care Medicine, Kameda Medical Center, Chiba, Japan
| | - Eishu Nango
- Department of General Medicine, Tokyo kita Social Insurance Hospital, Tokyo, Japan
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Sadikot RT, Kolanjiyil AV, Kleinstreuer C, Rubinstein I. Nanomedicine for Treatment of Acute Lung Injury and Acute Respiratory Distress Syndrome. Biomed Hub 2017; 2:1-12. [PMID: 31988911 PMCID: PMC6945951 DOI: 10.1159/000477086] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Accepted: 04/24/2017] [Indexed: 01/05/2023] Open
Abstract
Acute lung injury and acute respiratory distress syndrome (ARDS) represent a heterogenous group of lung disease in critically ill patients that continues to have high mortality. Despite the increased understanding of the molecular pathogenesis of ARDS, specific targeted treatments for ARDS have yet to be developed. ARDS represents an unmet medical need with an urgency to develop effective pharmacotherapies. Multiple promising targets have been identified that could lead to the development of potential therapies for ARDS; however, they have been limited because of difficulty with the mode of delivery, especially in critically ill patients. Nanobiotechnology is the basis of innovative techniques to deliver drugs targeted to the site of inflamed organs, such as the lungs. Nanoscale drug delivery systems have the ability to improve the pharmacokinetics and pharmacodynamics of agents, allowing an increase in the biodistribution of therapeutic agents to target organs and resulting in improved efficacy with reduction in drug toxicity. Although attractive, delivering nanomedicine to lungs can be challenging as it requires sophisticated systems. Here we review the potential of novel nanomedicine approaches that may prove to be therapeutically beneficial for the treatment of this devastating condition.
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Affiliation(s)
- Ruxana T Sadikot
- Department of Veterans Affairs, Atlanta VAMC, Atlanta, GA, USA.,Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Arun V Kolanjiyil
- Department of Mechanical and Aerospace Engineering, North Carolina State University, Raleigh, NC, USA.,Joint UNC-NCSU Department of Biomedical Engineering, North Carolina State University, Raleigh, NC, USA
| | - Clement Kleinstreuer
- Department of Mechanical and Aerospace Engineering, North Carolina State University, Raleigh, NC, USA.,Joint UNC-NCSU Department of Biomedical Engineering, North Carolina State University, Raleigh, NC, USA
| | - Israel Rubinstein
- Division of Pulmonary, Critical Care Medicine, University of Illinois at Chicago, Chicago, IL, USA.,Department of Veterans Affairs, Jesse Brown VAMC, Chicago, IL, USA
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Bime C, Fiero M, Lu Z, Oren E, Berry CE, Parthasarathy S, Garcia JGN. High Positive End-Expiratory Pressure Is Associated with Improved Survival in Obese Patients with Acute Respiratory Distress Syndrome. Am J Med 2017; 130:207-213. [PMID: 27984004 PMCID: PMC5839112 DOI: 10.1016/j.amjmed.2016.09.029] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Revised: 08/24/2016] [Accepted: 09/28/2016] [Indexed: 11/17/2022]
Abstract
BACKGROUND In acute respiratory distress syndrome, minimizing lung injury from repeated collapse and reopening of alveoli by applying a high positive end-expiratory pressure improves oxygenation without influencing mortality. Obesity causes alveolar atelectasis, thus suggesting that a higher positive end-expiratory pressure might be more protective among the obese. We hypothesized that the effect of applying a high positive end-expiratory pressure on mortality from acute respiratory distress syndrome would differ by obesity status. METHODS This was a retrospective analysis of 505 patients from the Assessment of Low tidal Volume and elevated End-expiratory volume to Obviate Lung Injury Trial, a multicenter randomized trial that compared a higher vs a lower positive end-expiratory pressure ventilatory strategy in acute respiratory distress syndrome. We examined the relationship between positive end-expiratory pressure strategy and 60-day mortality stratified by obesity status. RESULTS Among obese patients with acute respiratory distress syndrome, those assigned to a high positive end-expiratory pressure strategy experienced lower mortality compared with those assigned to a low strategy (18% vs 32%; P = .04). Among the nonobese, those assigned to high positive end-expiratory pressure strategy experienced similar mortality with those assigned to low strategy (34% vs 23%; P = .13). Multivariate analysis demonstrated an interaction between obesity status and the effect of positive end-expiratory pressure strategy on mortality (P <.01). CONCLUSIONS Ventilation with higher levels of positive end-expiratory pressure was associated with improved survival among the subgroup of patients with acute respiratory distress syndrome who are obese.
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Affiliation(s)
- Christian Bime
- Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of Arizona College of Medicine, Tucson; University of Arizona Health Sciences, Tucson.
| | - Mallorie Fiero
- Department of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson
| | - Zhenqiang Lu
- University of Arizona Health Sciences, Tucson; BiO5 Institute - The University of Arizona, Tucson
| | - Eyal Oren
- Department of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson
| | - Cristine E Berry
- Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of Arizona College of Medicine, Tucson; University of Arizona Health Sciences, Tucson
| | - Sairam Parthasarathy
- Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of Arizona College of Medicine, Tucson; University of Arizona Health Sciences, Tucson
| | - Joe G N Garcia
- Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of Arizona College of Medicine, Tucson; University of Arizona Health Sciences, Tucson
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Rosa RG, Rutzen W, Madeira L, Ascoli AM, Dexheimer Neto FL, Maccari JG, Oliveira RPD, Teixeira C. Use of thoracic electrical impedance tomography as an auxiliary tool for alveolar recruitment maneuvers in acute respiratory distress syndrome: case report and brief literature review. Rev Bras Ter Intensiva 2016; 27:406-11. [PMID: 26761481 PMCID: PMC4738829 DOI: 10.5935/0103-507x.20150068] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Accepted: 11/22/2015] [Indexed: 12/17/2022] Open
Abstract
Thoracic electrical impedance tomography is a real-time, noninvasive monitoring tool
of the regional pulmonary ventilation distribution. Its bedside use in patients with
acute respiratory distress syndrome has the potential to aid in alveolar recruitment
maneuvers, which are often necessary in cases of refractory hypoxemia. In this case
report, we describe the monitoring results and interpretation of thoracic electrical
impedance tomography used during alveolar recruitment maneuvers in a patient with
acute respiratory distress syndrome, with transient application of high alveolar
pressures and optimal positive end-expiratory pressure titration. Furthermore, we
provide a brief literature review regarding the use of alveolar recruitment maneuvers
and monitoring using thoracic electrical impedance tomography in patients with acute
respiratory distress syndrome.
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Affiliation(s)
- Regis Goulart Rosa
- Departamento de Medicina Intensiva, Hospital Moinhos de Vento, Porto Alegre, RS, Brazil
| | - William Rutzen
- Departamento de Medicina Intensiva, Hospital Moinhos de Vento, Porto Alegre, RS, Brazil
| | - Laura Madeira
- Departamento de Medicina Intensiva, Hospital Moinhos de Vento, Porto Alegre, RS, Brazil
| | - Aline Maria Ascoli
- Departamento de Medicina Intensiva, Hospital Moinhos de Vento, Porto Alegre, RS, Brazil
| | | | | | | | - Cassiano Teixeira
- Departamento de Medicina Intensiva, Hospital Moinhos de Vento, Porto Alegre, RS, Brazil
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Al-Badawy TH, Abouelela AM, Abdel Kawi MAG. Predictive value of different scoring systems for critically ill patients with hospital acquired pneumonia. EGYPTIAN JOURNAL OF CHEST DISEASES AND TUBERCULOSIS 2016. [DOI: 10.1016/j.ejcdt.2016.05.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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Kannangara D, Newberry F, Howe S, Major V, Redmond D, Szlavecs A, Chiew Y, Pretty C, Benyo B, Shaw G, Chase J. Estimating the true respiratory mechanics during asynchronous pressure controlled ventilation. Biomed Signal Process Control 2016. [DOI: 10.1016/j.bspc.2016.06.014] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Chiumello D, Carlesso E, Brioni M, Cressoni M. Airway driving pressure and lung stress in ARDS patients. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2016; 20:276. [PMID: 27545828 PMCID: PMC4993008 DOI: 10.1186/s13054-016-1446-7] [Citation(s) in RCA: 106] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Accepted: 08/01/2016] [Indexed: 01/06/2023]
Abstract
Background Lung-protective ventilation strategy suggests the use of low tidal volume, depending on ideal body weight, and adequate levels of PEEP. However, reducing tidal volume according to ideal body weight does not always prevent overstress and overstrain. On the contrary, titrating mechanical ventilation on airway driving pressure, computed as airway pressure changes from PEEP to end-inspiratory plateau pressure, equivalent to the ratio between the tidal volume and compliance of respiratory system, should better reflect lung injury. However, possible changes in chest wall elastance could affect the reliability of airway driving pressure. The aim of this study was to evaluate if airway driving pressure could accurately predict lung stress (the pressure generated into the lung due to PEEP and tidal volume). Methods One hundred and fifty ARDS patients were enrolled. At 5 and 15 cmH2O of PEEP, lung stress, driving pressure, lung and chest wall elastance were measured. Results The applied tidal volume (mL/kg of ideal body weight) was not related to lung gas volume (r2 = 0.0005 p = 0.772). Patients were divided according to an airway driving pressure lower and equal/higher than 15 cmH2O (the lower and higher airway driving pressure groups). At both PEEP levels, the higher airway driving pressure group had a significantly higher lung stress, respiratory system and lung elastance compared to the lower airway driving pressure group. Airway driving pressure was significantly related to lung stress (r2 = 0.581 p < 0.0001 and r2 = 0.353 p < 0.0001 at 5 and 15 cmH2O of PEEP). For a lung stress of 24 and 26 cmH2O, the optimal cutoff value for the airway driving pressure were 15.0 cmH2O (ROC AUC 0.85, 95 % CI = 0.782–0.922); and 16.7 (ROC AUC 0.84, 95 % CI = 0.742–0.936). Conclusions Airway driving pressure can detect lung overstress with an acceptable accuracy. However, further studies are needed to establish if these limits could be used for ventilator settings. Electronic supplementary material The online version of this article (doi:10.1186/s13054-016-1446-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Davide Chiumello
- Dipartimento di Emergenza-Urgenza, ASST Santi Paolo e Carlo, Milan, Italy. .,Dipartimento di Scienze della Salute, Università degli Studi di Milano, Milan, Italy.
| | - Eleonora Carlesso
- Dipartimento di Fisiopatologia medico-chirurgica e dei Trapianti, Università degli Studi di Milano, Milan, Italy
| | - Matteo Brioni
- Dipartimento di Fisiopatologia medico-chirurgica e dei Trapianti, Università degli Studi di Milano, Milan, Italy
| | - Massimo Cressoni
- Dipartimento di Fisiopatologia medico-chirurgica e dei Trapianti, Università degli Studi di Milano, Milan, Italy
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Langdon R, Docherty PD, Chiew YS, Chase JG. Extrapolation of a non-linear autoregressive model of pulmonary mechanics. Math Biosci 2016; 284:32-39. [PMID: 27513728 DOI: 10.1016/j.mbs.2016.08.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Revised: 06/25/2016] [Accepted: 08/01/2016] [Indexed: 11/26/2022]
Abstract
For patients with acute respiratory distress syndrome (ARDS), mechanical ventilation (MV) is an essential therapy in the intensive care unit (ICU). Suboptimal PEEP levels in MV can cause ventilator induced lung injury, which is associated with increased mortality, extended ICU stay, and high cost. The ability to predict the outcome of respiratory mechanics in response to changes in PEEP would thus provide a critical advantage in personalising and improving care. Testing the potentially dangerous high pressures would not be required to assess their impact. A nonlinear autoregressive (NARX) model was used to predict airway pressure in 19 data sets from 10 mechanically ventilated ARDS patients. Patient-specific NARX models were identified from pressure and flow data over one, two, three, or four adjacent PEEP levels in a recruitment manoeuvre. Extrapolation of NARX model elastance functions allowed prediction of patient responses to PEEP changes to higher or lower pressures. NARX model predictions were more successful than those using a well validated first order model (FOM). The most clinically important results were for extrapolation up one PEEP step of 2cmH2O from the highest PEEP in the training data. When the NARX model was trained on one PEEP level, the mean RMS residual for the extrapolation PEEP level was 0.52 (90% CI: 0.47-0.57) cmH2O, compared to 1.50 (90% CI: 1.38-1.62) cmH2O for the FOM. When trained on four PEEP levels, the NARX result was 0.50 (90% CI: 0.42-0.58) cmH2O, and was 1.95 (90% CI: 1.71-2.19) cmH2O for the FOM. The results suggest that a full recruitment manoeuvre may not be required for the NARX model to obtain a useful estimate of the pressure waveform at higher PEEP levels. The methodology could thus allow clinicians to make informed decisions about ventilator PEEP settings while reducing the risk associated with high PEEP, and subsequent high peak airway pressures.
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Affiliation(s)
- Ruby Langdon
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand.
| | - Paul D Docherty
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
| | - Yeong Shiong Chiew
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand; School of Engineering, Monash University Malaysia, Bandar Sunway, Malaysia
| | - J Geoffrey Chase
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
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Use of basis functions within a non-linear autoregressive model of pulmonary mechanics. Biomed Signal Process Control 2016. [DOI: 10.1016/j.bspc.2016.01.010] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Parissopoulos S, Mpouzika MDA, Timmins F. Optimal support techniques when providing mechanical ventilation to patients with acute respiratory distress syndrome. Nurs Crit Care 2015; 22:40-51. [PMID: 26493043 DOI: 10.1111/nicc.12205] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Revised: 07/17/2015] [Accepted: 07/27/2015] [Indexed: 12/14/2022]
Abstract
BACKGROUND Adult respiratory distress syndrome (ARDS) is a type of acute diffuse lung injury characterized by severe inflammation, increased pulmonary vascular permeability and a loss of aerated lung tissue. The effects of high fraction of inspired oxygen (FiO2 ) include oxygen toxicity manifested by damage to the lung parenchyma in the acute phase of lung injury. There is still a high mortality rate among this group of patients, so clinically sensitive evidence-based interventions are paramount to maximize survival chances during critical care. AIMS AND OBJECTIVES The aim of this article is to explore the current opinion concerning optimal mechanical ventilation support techniques for patients with acute respiratory distress syndrome. SEARCH STRATEGY, INCLUSION AND EXCLUSION CRITERIA A literature search of clinical trials and observation studies, reviews, discussion papers, meta-analyses and clinical guidelines written in English up to 2015, derived from the databases of Scopus, CINAHL, Cochrane Library databases and PubMed was conducted. CONCLUSIONS Low tidal volume, pressure limitation and prone positioning in severe ARDS patients appear to be of some benefit. More research is required and further development and use of standardized protocols is an important strategy for reducing practice variations across disciplines, as well as giving clear guidelines to nurses practising in critical care. There is also evidence that this syndrome is under-diagnosed and the utilization of lung protective ventilation is still variable. RELEVANCE TO CLINICAL PRACTICE It is important that nurses have underlying knowledge of both aetiology of ARDS and ventilation management, and that they monitor patients very closely. The adoption of a low tidal ventilation protocol, which is based on quality evidence guidelines, the value of rescue therapies and patient observation practices in the overall patient management, and the need to place emphasis on long-term patient outcomes, all these emerge as key factors for consideration and future research. However, there is also a need for more research that would explore the unique contribution of nurses in the management of this patient group, as it is difficult to discern this in the current literature.
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Affiliation(s)
- Stelios Parissopoulos
- Department of Nursing, Technological Educational Institute (T.E.I.) of Athens, Egaleo, Greece
| | | | - Fiona Timmins
- School of Nursing and Midwifery, Trinity College, Dublin, Ireland
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Tung A. Editorial comment: High frequency ventilation and extracorporeal membrane oxygenation: a winning combination? ACTA ACUST UNITED AC 2015; 4:85-6. [PMID: 25827859 DOI: 10.1213/xaa.0000000000000133] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Avery Tung
- Department of Anesthesia & Critical Care, University of Chicago, Chicago, Illinois,
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Chiew YS, Pretty CG, Shaw GM, Chiew YW, Lambermont B, Desaive T, Chase JG. Feasibility of titrating PEEP to minimum elastance for mechanically ventilated patients. Pilot Feasibility Stud 2015; 1:9. [PMID: 28435689 PMCID: PMC5395899 DOI: 10.1186/s40814-015-0006-2] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2014] [Accepted: 02/26/2015] [Indexed: 01/11/2023] Open
Abstract
Background Selecting positive end-expiratory pressure (PEEP) during mechanical ventilation is important, as it can influence disease progression and outcome of acute respiratory distress syndrome (ARDS) patients. However, there are no well-established methods for optimizing PEEP selection due to the heterogeneity of ARDS. This research investigates the viability of titrating PEEP to minimum elastance for mechanically ventilated ARDS patients. Methods Ten mechanically ventilated ARDS patients from the Christchurch Hospital Intensive Care Unit were included in this study. Each patient underwent a stepwise PEEP recruitment manoeuvre. Airway pressure and flow data were recorded using a pneumotachometer. Patient-specific respiratory elastance (Ers) and dynamic functional residual capacity (dFRC) at each PEEP level were calculated and compared. Optimal PEEP for each patient was identified by finding the minima of the PEEP-Ers profile. Results Median Ers and dFRC over all patients and PEEP values were 32.2 cmH2O/l [interquartile range (IQR) 25.0–45.9] and 0.42 l [IQR 0.11–0.87]. These wide ranges reflect patient heterogeneity and variable response to PEEP. The level of PEEP associated with minimum Ers corresponds to a high change of functional residual capacity, representing the balance between recruitment and minimizing the risk of overdistension. Conclusions Monitoring patient-specific Ers can provide clinical insight to patient-specific condition and response to PEEP settings. The level of PEEP associated with minimum-Ers can be identified for each patient using a stepwise PEEP recruitment manoeuvre. This ‘minimum elastance PEEP’ may represent a patient-specific optimal setting during mechanical ventilation. Trial registration Australian New Zealand Clinical Trials Registry: ACTRN12611001179921. Electronic supplementary material The online version of this article (doi:10.1186/s40814-015-0006-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yeong Shiong Chiew
- Department of Mechanical Engineering, University of Canterbury, Private Bag, 8140, Christchurch, New Zealand
| | - Christopher G Pretty
- Department of Mechanical Engineering, University of Canterbury, Private Bag, 8140, Christchurch, New Zealand
| | - Geoffrey M Shaw
- Department of Intensive Care, Christchurch Hospital, Christchurch, New Zealand
| | - Yeong Woei Chiew
- Western Medicine Division, Hospital Lam Hua EE, Pulau Penang, Malaysia
| | | | - Thomas Desaive
- GIGA Cardiovascular Science, University of Liege, Liege, Belgium
| | - J Geoffrey Chase
- Department of Mechanical Engineering, University of Canterbury, Private Bag, 8140, Christchurch, New Zealand
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Risso K, Kumar G, Ticchioni M, Sanfiorenzo C, Dellamonica J, Guillouet-de Salvador F, Bernardin G, Marquette CH, Roger PM. Early infectious acute respiratory distress syndrome is characterized by activation and proliferation of alveolar T-cells. Eur J Clin Microbiol Infect Dis 2015; 34:1111-8. [PMID: 25652606 DOI: 10.1007/s10096-015-2333-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2014] [Accepted: 01/21/2015] [Indexed: 12/27/2022]
Abstract
Acute respiratory distress syndrome (ARDS) in humans is characterized by the infiltration of polymorphonuclears in the alveolar spaces. However, the role of T-cells in ARDS is unknown. Our aim was to characterize the T-cell phenotype in bronchoalveolar lavage (BAL) during the early phase of acute lung infection(ALI)/ARDS-infected patients in comparison to a control group (CG). BAL lymphocyte phenotypes of two ALI, 16 ARDS, and eight CG were examined by flow cytometry. ALI/ARDS showed a significant increase in CD4 and CD8 T-cell activation as compared to CG. Moreover, a significant level of proliferation was observed using the Ki67 marker in ARDS patients as compared to controls (median): 37 versus 6 % for CD4 T-cells (p = 0.022) and 34 versus 2 % for CD8 T-cells (p = 0.009). In contrast, the percentage of T-regulatory cells and apoptotic T-cells were similar in both groups. Among costimulatory molecules, we observed an overexpression of CTLA-4/CD152 on CD4 T-cells in ALI/ARDS as compared to CG: 30 versus 7 %, respectively (p = 0.063). In further characterizing T-cell subsets expressing high levels of CD152, we found the presence of IL-17 secreting CD4 T-cells in ALI/ARDS. In humans, ALI/ARDS due to infection is associated with a high level of T-cell activation and proliferation, along with the presence of Th17 cells, which are known to attract polymorphonuclears.
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Affiliation(s)
- K Risso
- Infectiologie, Centre Hospitalier Universitaire de Nice, Université de Nice Sophia Antipolis, Nice, France
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Langdon R, Docherty P, Chiew Y, Damanhuri N, Chase J. Implementation of a Non-Linear Autoregressive Model with Modified Gauss-Newton Parameter Identification to Determine Pulmonary Mechanics of Respiratory Patients that are Intermittently Resisting Ventilator Flow Patterns. ACTA ACUST UNITED AC 2015. [DOI: 10.1016/j.ifacol.2015.10.165] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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van Lavieren M, Veelenturf J, Hofhuizen C, van der Kolk M, van der Hoeven J, Pickkers P, Lemson J, Lansdorp B. Dynamic preload indicators decrease when the abdomen is opened. BMC Anesthesiol 2014; 14:90. [PMID: 25337036 PMCID: PMC4203872 DOI: 10.1186/1471-2253-14-90] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2014] [Accepted: 10/03/2014] [Indexed: 01/17/2023] Open
Abstract
Background Optimizing cardiac stroke volume during major surgery is of interest to many as a therapeutic target to decrease the incidence of postoperative complications. Because dynamic preload indicators are strongly correlated with stroke volume, it is suggested that these indices can be used for goal directed fluid therapy. However, threshold values of these indicators depend on many factors that are influenced by surgery, including opening of the abdomen. The aim of this study was therefore to assess the effect of opening the abdomen on arterial pressure variations in patients undergoing abdominal surgery. Methods Blood pressure and bladder pressure were continuously recorded just before and after opening of the abdomen in patients undergoing elective laparotomy. Based on waveform analysis of the non-invasively derived blood pressure, the stroke volume index, pulse pressure variation (PPV) and stroke volume variation (SVV) were calculated off-line. Results Thirteen patients were included. After opening the abdomen, PPV and SVV decreased from 11.5 ± 5.8% to 6.4 ± 2.9% (p < 0.005, a relative decrease of 40 ± 19%) and 12.7 ± 6.1% to 4.8 ± 1.6% (p < 0.05, a relative decrease of 53 ± 26%), respectively. Although mean arterial pressure and stroke volume index tended to increase (41 ± 6 versus 45 ± 4 ml/min/m2, p = 0.14 and 41 ± 6 versus 45 ± 4 ml/min/m2, p = 0.05), and heart rate tended to decrease (73 ± 15 versus 68 ± 11 1/min, p = 0.05), no significant change was found. No significant change was found in respiratory parameter (tidal volume, respiratory rate or inspiratory pressure; p = 0.36, 0.34 and 0.17, respectively) or bladder pressure (6.0 ± 3.7 versus 5.6 ± 2.7 mmHg, p = 0.6) either. Conclusions Opening of the abdomen decreases PPV and SVV. During goal directed therapy, current thresholds for fluid responsiveness should be changed accordingly.
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Affiliation(s)
- Martijn van Lavieren
- University of Twente, MIRA - Institute for Biomedical Technology and Technical Medicine, PO box 217, Enschede, 7500 AE The Netherlands
| | - Jeroen Veelenturf
- University of Twente, MIRA - Institute for Biomedical Technology and Technical Medicine, PO box 217, Enschede, 7500 AE The Netherlands
| | - Charlotte Hofhuizen
- Department of Anaesthesiology, Radboud university medical center, PO Box 9101, Nijmegen, 6500 HB The Netherlands
| | - Marion van der Kolk
- Department of Surgery, Radboud university medical center, PO Box 9101, Nijmegen, 6500 HB The Netherlands
| | - Johannes van der Hoeven
- Department of Intensive Care, Radboud university medical center, PO Box 9101, Nijmegen, 6500 HB The Netherlands
| | - Peter Pickkers
- Department of Intensive Care, Radboud university medical center, PO Box 9101, Nijmegen, 6500 HB The Netherlands
| | - Joris Lemson
- Department of Intensive Care, Radboud university medical center, PO Box 9101, Nijmegen, 6500 HB The Netherlands
| | - Benno Lansdorp
- University of Twente, MIRA - Institute for Biomedical Technology and Technical Medicine, PO box 217, Enschede, 7500 AE The Netherlands ; Department of Intensive Care, Radboud university medical center, PO Box 9101, Nijmegen, 6500 HB The Netherlands
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Buggia M, Canham L, Tibbles C, Landry A. Near Drowning and Adult Respiratory Distress Syndrome. J Emerg Med 2014; 46:821-5. [DOI: 10.1016/j.jemermed.2014.01.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2013] [Accepted: 01/27/2014] [Indexed: 11/24/2022]
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Mikkelsen ME, Anderson B, Christie JD, Hopkins RO, Lanken PN. Can we optimize long-term outcomes in acute respiratory distress syndrome by targeting normoxemia? Ann Am Thorac Soc 2014; 11:613-8. [PMID: 24621125 PMCID: PMC4225797 DOI: 10.1513/annalsats.201401-001ps] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2014] [Accepted: 01/17/2014] [Indexed: 11/20/2022] Open
Abstract
Since its original description in 1967, acute respiratory distress syndrome (ARDS) has been recognized as a devastating condition associated with significant morbidity and mortality. Advances in critical care medicine and ARDS management have led to a substantial increase in the number of ARDS survivors. Long-term cognitive impairment after critical illness is a significant public health concern. ARDS survivors frequently experience long-term cognitive impairment, as well as physical impairment, psychiatric morbidity, and reduced health-related quality of life. At present, no intensive care unit-based intervention has been proven to reduce the risk of long-term cognitive impairment after ARDS. To address the urgent need to identify strategies to preserve long-term health, investigators have advocated the measurement of short- and long-term outcomes in clinical trials. Maintaining adequate oxygen delivery to preserve organ function is of vital importance in ARDS management. The optimal target range for arterial oxygenation in ARDS remains unknown, due in part to the challenge to maintain adequate tissue oxygenation and to minimize harm, such as oxygen toxicity. An approach targeted to subnormal oxygenation values (partial pressure of arterial oxygen, 55-80 mm Hg) has emerged as a means to accomplish these aims. In this perspective, we critically evaluate this strategy from short- and long-term perspectives, with a focus on the potential long-term cognitive effects of the strategy. We conclude with a proposal to consider resetting the target range for arterial oxygenation higher (85-110 mm Hg) as a potential strategy to improve the long-term outcomes of ARDS survivors.
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Affiliation(s)
- Mark E. Mikkelsen
- Pulmonary, Allergy, and Critical Care Division, Department of Medicine
- Fostering Improvement in End-of-Life Decision Science, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; and
| | - Brian Anderson
- Pulmonary, Allergy, and Critical Care Division, Department of Medicine
- Center for Clinical Epidemiology and Biostatistics, and
| | - Jason D. Christie
- Pulmonary, Allergy, and Critical Care Division, Department of Medicine
- Center for Clinical Epidemiology and Biostatistics, and
| | - Ramona O. Hopkins
- Pulmonary and Critical Care Division, Department of Medicine, Intermountain Medical Center, Murray, Utah; and
- Psychology Department and Neuroscience Center, Brigham Young University, Provo, Utah
| | - Paul N. Lanken
- Pulmonary, Allergy, and Critical Care Division, Department of Medicine
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Effects of interventions on survival in acute respiratory distress syndrome: an umbrella review of 159 published randomized trials and 29 meta-analyses. Intensive Care Med 2014; 40:769-87. [PMID: 24667919 DOI: 10.1007/s00134-014-3272-1] [Citation(s) in RCA: 96] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Accepted: 03/14/2014] [Indexed: 12/16/2022]
Abstract
PURPOSE Multiple interventions have been tested in acute respiratory distress syndrome (ARDS). We examined the entire agenda of published randomized controlled trials (RCTs) in ARDS that reported on mortality and of respective meta-analyses. METHODS We searched PubMed, the Cochrane Library, and Web of Knowledge until July 2013. We included RCTs in ARDS published in English. We excluded trials of newborns and children; and those on short-term interventions, ARDS prevention, or post-traumatic lung injury. We also reviewed all meta-analyses of RCTs in this field that addressed mortality. Treatment modalities were grouped in five categories: mechanical ventilation strategies and respiratory care, enteral or parenteral therapies, inhaled/intratracheal medications, nutritional support, and hemodynamic monitoring. RESULTS We identified 159 published RCTs of which 93 had overall mortality reported (n = 20,671 patients)--44 trials (14,426 patients) reported mortality as a primary outcome. A statistically significant survival benefit was observed in eight trials (seven interventions) and two trials reported an adverse effect on survival. Among RCTs with more than 50 deaths in at least one treatment arm (n = 21), two showed a statistically significant mortality benefit of the intervention (lower tidal volumes and prone positioning), one showed a statistically significant mortality benefit only in adjusted analyses (cisatracurium), and one (high-frequency oscillatory ventilation) showed a significant detrimental effect. Across 29 meta-analyses, the most consistent evidence was seen for low tidal volumes and prone positioning in severe ARDS. CONCLUSIONS There is limited supportive evidence that specific interventions can decrease mortality in ARDS. While low tidal volumes and prone positioning in severe ARDS seem effective, most sporadic findings of interventions suggesting reduced mortality are not corroborated consistently in large-scale evidence including meta-analyses.
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Tu GW, Ju MJ, Han Y, He HY, Rong RM, Xu M, Xue ZG, Zhu TY, Luo Z. Moderate-dose glucocorticoids as salvage therapy for severe pneumonia in renal transplant recipients: a single-center feasibility study. Ren Fail 2014; 36:202-9. [PMID: 24172054 DOI: 10.3109/0886022x.2013.846771] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
This study aimed to assess the effectiveness and safety of moderate-dose glucocorticoids (GCs) with mechanical ventilation as salvage therapy for renal transplant recipients with severe pneumonia, which was non-responsive to conventional treatment. A retrospective study was conducted involving renal transplant recipients diagnosed with severe pneumonia and did not respond to conventional treatment. All immunosuppressants were then completely withdrawn, and the patients were initially administered with methylprednisolone at doses of 2.0-2.5 mg/kg/day once every 12 h. This dosage was continued until oxygenation improved, and the treatment was gradually tapered (by 20 mg every 2-3 days) to the previous maintenance dosage. Ten patients were recruited from year 2008 to 2012. Two patients who underwent emergency endotracheal intubation were intubated on days 3 and 8, respectively, another one died from recurrent pneumothorax. The mean PaO2/FiO2 of the nine survivors was significantly increased by the increasing treatment duration; whereas the lung injury scores (LIS) and the sequential organ failure assessment (SOFA) score were both significantly decreased. The use of moderate-dose GCs may play a role as salvage therapy for renal transplant recipients with severe pneumonia. However, further study with larger trials to is needed.
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Affiliation(s)
- Guo-Wei Tu
- Department of Anesthesiology and Surgical Intensive Care Unit, Zhongshan Hospital, Fudan University , Shanghai , China
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Persistent inflammation, immunosuppression, and catabolism syndrome after severe blunt trauma. J Trauma Acute Care Surg 2014; 76:21-9; discussion 29-30. [PMID: 24368353 DOI: 10.1097/ta.0b013e3182ab1ab5] [Citation(s) in RCA: 124] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND We recently proffered that a new syndrome persistent inflammation, immunosuppression, and catabolism syndrome (PICS) has replaced late multiple-organ failure as a predominant phenotype of chronic critical illness. Our goal was to validate this by determining whether severely injured trauma patients with complicated outcomes have evidence of PICS at the genomic level. METHODS We performed a secondary analysis of the Inflammation and Host Response to Injury database of adults with severe blunt trauma. Patients were classified into complicated, intermediate, and uncomplicated clinical trajectories. Existing genomic microarray data were compared between cohorts using Ingenuity Pathways Analysis. Epidemiologic data and outcomes were also analyzed between cohorts on admission, Day 7, and Day 14. RESULTS Complicated patients were older, were sicker, and required increased ventilator days compared with the intermediate/uncomplicated patients. They also had persistent leukocytosis as well as low lymphocyte and albumin levels compared with uncomplicated patients. Total white blood cell leukocyte analysis in complicated patients showed that overall genome-wide expression patterns and those patterns on Days 7 and 14 were more aberrant from control subjects than were patterns from uncomplicated patients. Complicated patients also had significant down-regulation of adaptive immunity and up-regulation of inflammatory genes on Days 7 and 14 (vs. magnitude in fold change compared with control and in magnitude compared with uncomplicated patients). On Day 7, complicated patients had significant changes in functional pathways involved in the suppression of myeloid cell differentiation, increased inflammation, decreased chemotaxis, and defective innate immunity compared with uncomplicated patients and controls. Subset analysis of monocyte, neutrophil, and T-cells supported these findings. CONCLUSION Genomic analysis of patients with complicated clinical outcomes exhibit persistent genomic expression changes consistent with defects in the adaptive immune response and increased inflammation. Clinical data showed persistent inflammation, immunosuppression, and protein depletion. Overall, the data support the hypothesis that patients with complicated clinical outcomes are exhibiting PICS. LEVEL OF EVIDENCE Epidemiologic study, level III.
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Shorofsky M, Jayaraman D, Lellouche F, Husa R, Lipes J. Mechanical ventilation with high tidal volume and associated mortality in the cardiac intensive care unit. ACTA ACUST UNITED AC 2014; 16:9-14. [DOI: 10.3109/17482941.2013.869345] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Ronchi CF, Ferreira ALA, Campos FJ, Kurokawa CS, Carpi MF, Moraes MA, Bonatto RC, Yeum KJ, Fioretto JR. Interactive effects of mechanical ventilation, inhaled nitric oxide and oxidative stress in acute lung injury. Respir Physiol Neurobiol 2014; 190:118-23. [DOI: 10.1016/j.resp.2013.10.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2013] [Revised: 10/14/2013] [Accepted: 10/15/2013] [Indexed: 10/26/2022]
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48
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Morris CGT, Burn SA, Richards SB. Modern Protective Ventilation Strategies: Impact upon the Right Heart. J Intensive Care Soc 2014. [DOI: 10.1177/175114371401500107] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
‘Protective ventilation’ for acute respiratory distress syndrome (ARDS) and acute lung injury (ALI) is a major advance in intensive care medicine. However, components of protective ventilation expose the right heart to challenges. Acute cor pulmonale (ACP), patent foramen ovale (PFO) and right ventricular failure (RVF) are recognised complications that could potentially reduce the benefit of protective ventilation. We sought to determine the rates of ACP, PFO and RVF in critically ill adults undergoing protective ventilation with ARDS/ALI and to identify their impact on mortality and critical illness acuity. A comprehensive search of electronic databases including Medline (OVID, EmBase) and CINAHL (EBSCO) was undertaken, including Cochrane Library and international registries, between January 1991 and December 2011. A systematic review identified a total of 248 articles; 27 were reviewed in full and 22 studies were included. All 22 included studies were observational or quasi-experimental with no randomised, controlled trials available. ACP was present in 16–100%, PFO 1.3–22.0% and RVF 9.6–26.0%. Neither ACP nor PFO was associated with an adverse effect on mortality and ACP seemed reversible in survivors; however both ACP and PFO were associated with prolonged need for ICU support. RVF was variously associated with no increase in mortality to an odds ratio 5.1 for death in multivariate analysis. There was marked heterogeneity in the studies included, explaining the range of observed values. Recommendations for future research and practice were produced. Modern protective ventilation during ARDS has been shown to exert inconsistent effects on the right heart which may be of clinical significance. Further research is needed to determine these effects better.
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Affiliation(s)
- Craig GT Morris
- Consultant Intensivist and Anaesthetist, Royal Derby Hospital Research performed at the Royal Derby Hospital
| | - Steven A Burn
- Consultant Cardiologist, Royal Derby Hospital Research performed at the Royal Derby Hospital
| | - Simon B Richards
- Senior Sonographer, Director of Medical Ultrasound, Teesside University Research performed at the Royal Derby Hospital
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Abstract
An acute, diffuse, inflammatory lung injury, acute respiratory distress syndrome (ARDS) affects up to 10% of patients in the ICU and leads to multiorgan failure and death in nearly half the patients affected. This article reviews the causes, signs and symptoms, and treatment of ARDS.
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A mathematical model for carbon dioxide elimination: an insight for tuning mechanical ventilation. Eur J Appl Physiol 2013; 114:165-75. [PMID: 24162130 DOI: 10.1007/s00421-013-2754-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2013] [Accepted: 10/10/2013] [Indexed: 10/26/2022]
Abstract
PURPOSE The aim is to provide better understanding of carbon dioxide (CO2) elimination during ventilation for both the healthy and atelectatic condition, derived in a pressure-controlled mode. Therefore, we present a theoretical analysis of CO2 elimination of healthy and diseased lungs. METHODS Based on a single-compartment model, CO2 elimination is mathematically modeled and its contours were plotted as a function of temporal settings and driving pressure. The model was validated within some level of tolerance on an average of 4.9% using porcine dynamics. RESULTS CO2 elimination is affected by various factors, including driving pressure, temporal variables from mechanical ventilator settings, lung mechanics and metabolic rate. CONCLUSION During respiratory care, CO2 elimination is a key parameter for bedside monitoring, especially for patients with pulmonary disease. This parameter provides valuable insight into the status of an atelectatic lung and of cardiopulmonary pathophysiology. Therefore, control of CO2 elimination should be based on the fine tuning of the driving pressure and temporal ventilator settings. However, for critical condition of hypercapnia, airway resistance during inspiration and expiration should be additionally measured to determine the optimal percent inspiratory time (%TI) to maximize CO2 elimination for treating patients with hypercapnia.
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