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Tailoring ventilation and respiratory management in pediatric critical care: optimizing care with precision medicine
Francis-Olivier Beauchamp1, Julie Thériault, Michaël Sauthier
1CHU Sainte-Justine, Université de Montréal, Chemin de la Côte-Sainte-Catherine, Montréal, QC, Canada.
Insights
Precision medicine enhances respiratory care for critically ill children by personalizing mechanical ventilation. Advanced monitoring and machine learning improve patient outcomes and reduce ventilation duration.
Area of Science:
- Pediatric critical care medicine
- Respiratory physiology and engineering
- Biomedical data science and machine learning
Background:
- Critically ill children often require mechanical ventilation, a complex process with numerous adjustable parameters.
- Personalized respiratory care through precision medicine holds promise for improving outcomes in pediatric intensive care units.
Purpose of the Study:
- To review the application of precision medicine in pediatric respiratory care, focusing on mechanical ventilation.
- To explore how advanced monitoring techniques and data analysis can tailor respiratory support for improved patient outcomes.
Main Methods:
- Utilizing lung and diaphragmatic ultrasound, electrical impedance tomography, and neurally adjusted ventilatory assist (NAVA) to assess respiratory function.
- Integrating monitoring data with machine learning models to personalize ventilation strategies.
- Reviewing evidence for precision medicine in pediatric acute respiratory distress syndrome, asthma, bronchiolitis, and ventilation weaning.
Main Results:
- Precision medicine approaches offer insights into respiratory system function, enabling tailored treatments.
- Associated benefits include decreased ventilation duration, increased success in extubation and weaning, and improved identification of phenotypes for guiding treatment.
- Specific applications span various pediatric respiratory conditions, including infections and acute respiratory distress syndrome.
Conclusions:
- Precision medicine is transforming pediatric respiratory care, potentially reducing ventilation-associated complications.
- Further research is necessary to standardize methodologies and rigorously evaluate the impact on patient outcomes.
Purpose Of Review:
Critically ill children admitted to the intensive care unit frequently need respiratory care to support the lung function. Mechanical ventilation is a complex field with multiples parameters to set. The development of precision medicine will allow clinicians to personalize respiratory care and improve patients' outcomes.
Recent Findings:
Lung and diaphragmatic ultrasound, electrical impedance tomography, neurally adjusted ventilatory assist ventilation, as well as the use of monitoring data in machine learning models are increasingly used to tailor care. Each modality offers insights into different aspects of the patient's respiratory system function and enables the adjustment of treatment to better support the patient's physiology. Precision medicine in respiratory care has been associated with decreased ventilation time, increased extubation and ventilation wean success and increased ability to identify phenotypes to guide treatment and predict outcomes. This review will focus on the use of precision medicine in the setting of pediatric acute respiratory distress syndrome, asthma, bronchiolitis, extubation readiness trials and ventilation weaning, ventilation acquired pneumonia and other respiratory tract infections.
Summary:
Precision medicine is revolutionizing respiratory care and will decrease complications associated with ventilation. More research is needed to standardize its use and better evaluate its impact on patient outcomes.
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