Rongqing Chen , Ella F.S. Guy , Jaimey A. Clifton , J. Geoffrey Chase , Stefan J. Rupitsch , Knut Moeller
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引用次数: 0
Abstract
Background and Objective
Therapies such as positive airway pressure (PAP), which maintain positive end-expiratory pressure (PEEP) settings, are widely used in the management of respiratory diseases. However, most research has focused on patient outcomes, such as oxygenation, mortality rates, or ventilator-free days. There is a lack of focus on lung-specific responses, for example, atelectasis rate or aeration heterogeneities. This study aims to use Electrical Impedance Tomography (EIT) to investigate variations in lung aeration heterogeneity with increasing PEEP and how factors such as sex, smoking/vaping history, asthma, and BMI influence lung aeration dynamics.
Methods
Eighty participants were recruited and categorized into four groups: asthmatics, smokers, vapers, and healthy individuals. Each group comprises 20 subjects evenly distributed by sex (10 females and 10 males). Varying PEEP was applied on each subject during the trial, which began at zero end-expiratory pressure (ZEEP) and subsequently increased from 4 to 12 cmH2O on non-invasive ventilation (NIV). EIT data were collected at each pressure level. Lung aeration heterogeneity was assessed using regional ventilation delay (RVD), a promising metric derived from EIT data for evaluating lung-specific responses to mechanical ventilation. RVD and its standard deviation (SDRVD) of each subject were calculated accordingly at ZEEP and the highest PEEP level.
Results
Results demonstrated that female participants exhibited a significant increase in RVD when pressure was elevated from ZEEP to higher levels, whereas male participants showed no such significant change. Overweight subjects experienced no significant alterations in RVD under highest PEEP, whereas non-overweight subjects showed significantly increased RVD under higher pressure levels. Vaping was associated with a statistically significant increase in RVD when pressure was at the highest PEEP level, whereas no significant RVD changes were observed among smokers or subjects with mild asthma within this relatively young population.
Conclusions
These findings emphasize the importance of considering individualized factors when optimizing respiratory therapy, including sex and BMI. These factors significantly influence regional lung aeration and ventilation dynamics, and play important roles in optimising mechanical ventilation settings, which could potentially enhance therapeutic effectiveness and patient outcomes.
期刊介绍:
To encourage the development of formal computing methods, and their application in biomedical research and medical practice, by illustration of fundamental principles in biomedical informatics research; to stimulate basic research into application software design; to report the state of research of biomedical information processing projects; to report new computer methodologies applied in biomedical areas; the eventual distribution of demonstrable software to avoid duplication of effort; to provide a forum for discussion and improvement of existing software; to optimize contact between national organizations and regional user groups by promoting an international exchange of information on formal methods, standards and software in biomedicine.
Computer Methods and Programs in Biomedicine covers computing methodology and software systems derived from computing science for implementation in all aspects of biomedical research and medical practice. It is designed to serve: biochemists; biologists; geneticists; immunologists; neuroscientists; pharmacologists; toxicologists; clinicians; epidemiologists; psychiatrists; psychologists; cardiologists; chemists; (radio)physicists; computer scientists; programmers and systems analysts; biomedical, clinical, electrical and other engineers; teachers of medical informatics and users of educational software.