Analysis of intracranial pressure pulse waveform in traumatic brain injury patients: a CENTER-TBI study
Author:
Uryga Agnieszka1, Ziółkowski Arkadiusz1, Kazimierska Agnieszka1, Pudełko Agata1, Mataczyński Cyprian2, Lang Erhard W.34, Czosnyka Marek56, Kasprowicz Magdalena1, _ _, _ _, Anke Audny, Beer Ronny, Bellander Bo-Michael, Beqiri Erta, Buki Andras, Cabeleira Manuel, Carbonara Marco, Chieregato Arturo, Citerio Giuseppe, Clusmann Hans, Czeiter Endre, Czosnyka Marek, Depreitere Bart, Ercole Ari, Frisvold Shirin, Helbok Raimund, Jankowski Stefan, Kondziella Danile, Koskinen Lars-Owe, Kowark Ana, Menon David K., Meyfroidt Geert, Moeller Kirsten, Nelson David, Piippo-Karjalainen Anna, Radoi Andreea, Ragauskas Arminas, Raj Rahul, Rhodes Jonathan, Rocka Saulius, Rossaint Rolf, Sahuquillo Juan, Sakowitz Oliver, Smielewski Peter, Stocchetti Nino, Sundström Nina, Takala Riikka, Tamosuitis Tomas, Tenovuo Olli, Unterberg Andreas, Vajkoczy Peter, Vargiolu Alessia, Vilcinis Rimantas, Wolf Stefan, Younsi Alexander, Zeiler Frederick A.
Affiliation:
1. Department of Biomedical Engineering, Faculty of Fundamental Problems of Technology, Wroclaw University of Science and Technology, Wroclaw, Poland; 2. Department of Computer Engineering, Faculty of Information and Communication Technology, Wroclaw University of Science and Technology, Wroclaw, Poland; 3. Neurosurgical Associates, Red Cross Hospital, Kassel, Germany; 4. Department of Neurosurgery, Faculty of Medicine, Georg-August-Universität, Göttingen, Germany; 5. Brain Physics Laboratory, Department of Clinical Neurosciences, Division of Neurosurgery, Addenbrooke’s Hospital, University of Cambridge, Cambridge, United Kingdom; and 6. Institute of Electronic Systems, Faculty of Electronics and Information Technology, Warsaw University of Technology, Warsaw, Poland
Abstract
OBJECTIVE
Intracranial pressure (ICP) pulse waveform analysis may provide valuable information about cerebrospinal pressure-volume compensation in patients with traumatic brain injury (TBI). The authors applied spectral methods to analyze ICP waveforms in terms of the pulse amplitude of ICP (AMP), high frequency centroid (HFC), and higher harmonics centroid (HHC) and also used a morphological classification approach to assess changes in the shape of ICP pulse waveforms using the pulse shape index (PSI).
METHODS
The authors included 184 patients from the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) High-Resolution Sub-Study in the analysis. HFC was calculated as the average power-weighted frequency within the 4- to 15-Hz frequency range of the ICP power density spectrum. HHC was defined as the center of mass of the ICP pulse waveform harmonics from the 2nd to the 10th. PSI was defined as the weighted sum of artificial intelligence–based ICP pulse class numbers from 1 (normal pulse waveform) to 4 (pathological waveform).
RESULTS
AMP and PSI increased linearly with mean ICP. HFC increased proportionally to ICP until the upper breakpoint (average ICP of 31 mm Hg), whereas HHC slightly increased with ICP and then decreased significantly when ICP exceeded 25 mm Hg. AMP (p < 0.001), HFC (p = 0.003), and PSI (p < 0.001) were significantly greater in patients who died than in patients who survived. Among those patients with low ICP (< 15 mm Hg), AMP, PSI, and HFC were greater in those with poor outcome than in those with good outcome (all p < 0.001).
CONCLUSIONS
Whereas HFC, AMP, and PSI could be used as predictors of mortality, HHC may potentially serve as an early warning sign of intracranial hypertension. Elevated HFC, AMP, and PSI were associated with poor outcome in TBI patients with low ICP.
Publisher
Journal of Neurosurgery Publishing Group (JNSPG)
Subject
Genetics,Animal Science and Zoology
Cited by
16 articles.
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