Control of end-tidal carbon dioxide during phrenic nerve stimulation with mechanical ventilation

Mechanical ventilation maintains the gas exchange of patients in the intensive care unit which is life-saving, but prolonged ventilation results in diaphragm atrophy. Phrenic nerve stimulation can keep the diaphragm active so that atrophy might be avoided. To use phrenic nerve stimulation in a clinical setting, it is important to implement a closed-loop control system that automatically adjusts stimulation parameters to achieve the desired ventilation. This study presents the development of a robust cascaded control system for end-tidal carbon dioxide using phrenic nerve stimulation. The control system was validated in simulations with 100 virtual patients, in which the conditions of the phrenic nerve stimulation and the patient’s condition changed, as well as in animal trials using pigs. The control system proved to be robust to end-tidal carbon dioxide perturbations, such as changing stimulation efficiency, varying patient conditions, and disconnection, in both simulations and animal trials. Regarding reference tracking, the control system achieved a settling time of 5.5 min–14 min in simulations and of 7.3 min–38.8 min in animal trials. The proposed control system can be used for further development of feedback-controlled phrenic nerve stimulation in the intensive care unit.

Authors

Publication Details

Journal
Biomedical Signal Processing and Control
Published
2025-02-12
DOI
https://doi.org/10.1016/j.bspc.2025.107649
Primary Topic
Respiratory Support and Mechanisms
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Control of end-tidal carbon dioxide during phrenic nerve stimulation with mechanical ventilation

Matthias Manfred Deininger, Felix Röhren, Thomas Breuer, Arnhold Lohse et al.
Biomedical Signal Processing and Control
Respiratory Support and Mechanisms
article

Control of end-tidal carbon dioxide during phrenic nerve stimulation with mechanical ventilation

Matthias Manfred Deininger, Felix Röhren, Thomas Breuer, Arnhold Lohse, Carl-Friedrich Benner, Dmitrij Ziles, Steffen Leonhardt, Philip von Platen, Marian Walter, Marius Hühn
article en

Abstract

Mechanical ventilation maintains the gas exchange of patients in the intensive care unit which is life-saving, but prolonged ventilation results in diaphragm atrophy. Phrenic nerve stimulation can keep the diaphragm active so that atrophy might be avoided. To use phrenic nerve stimulation in a clinical setting, it is important to implement a closed-loop control system that automatically adjusts stimulation parameters to achieve the desired ventilation. This study presents the development of a robust cascaded control system for end-tidal carbon dioxide using phrenic nerve stimulation. The control system was validated in simulations with 100 virtual patients, in which the conditions of the phrenic nerve stimulation and the patient’s condition changed, as well as in animal trials using pigs. The control system proved to be robust to end-tidal carbon dioxide perturbations, such as changing stimulation efficiency, varying patient conditions, and disconnection, in both simulations and animal trials. Regarding reference tracking, the control system achieved a settling time of 5.5 min–14 min in simulations and of 7.3 min–38.8 min in animal trials. The proposed control system can be used for further development of feedback-controlled phrenic nerve stimulation in the intensive care unit.

Biomedical Signal Processing and ControlVol. 105
Deutsche Forschungsgemeinschaft
Clean water and sanitation
Openalex Percentile: Top 96%
Respiratory Support and Mechanisms
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Control of end-tidal carbon dioxide during phrenic nerve stimulation with mechanical ventilation — Matthias Manfred Deininger, Felix Röhren, et al. · Biomedical Signal Processing and Control (2025) | TGRS Research Map | TGRS