From head micro-motions towards CSF dynamics and non-invasive intracranial pressure monitoring

被引:1
|
作者
Mladek, Arnost [1 ,2 ,3 ]
Gerla, Vaclav [3 ]
Seba, Petr [4 ]
Kolar, Vladimir [5 ]
Skalicky, Petr [1 ,2 ,6 ,7 ]
Whitley, Helen [1 ,2 ]
Lhotska, Lenka [3 ,8 ]
Benes, Vladimir [1 ,2 ]
Bradac, Ondrej [1 ,2 ,6 ,7 ]
机构
[1] Charles Univ Prague, Fac Med 1, Dept Neurosurg & Neurooncol, Prague, Czech Republic
[2] Mil Univ Hosp, Prague, Czech Republic
[3] Czech Tech Univ, Czech Inst Informat Robot & Cybernet, Dept Cognit Syst & Neurosci, Prague, Czech Republic
[4] Univ Hradec Kralove, Dept Phys, Hradec Kralove, Czech Republic
[5] LINET Spol SRO, Dept Tech Dev, Slany, Czech Republic
[6] Charles Univ Prague, Fac Med 2, Dept Neurosurg, Prague, Czech Republic
[7] Motol Univ Hosp, Prague, Czech Republic
[8] Czech Tech Univ, Fac Biomed Engn, Dept Nat Sci, Prague, Czech Republic
关键词
NEAR-INFRARED SPECTROSCOPY; TRAUMATIC BRAIN-INJURY; FLOW; MANAGEMENT; ARTERIES; EMISSIONS; WAVES;
D O I
10.1038/s41598-021-93740-5
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Continuous monitoring of the intracranial pressure (ICP) is essential in neurocritical care. There are a variety of ICP monitoring systems currently available, with the intraventricular fluid filled catheter transducer currently representing the "gold standard". As the placement of catheters is associated with the attendant risk of infection, hematoma formation, and seizures, there is a need for a reliable, non-invasive alternative. In the present study we suggest a unique theoretical framework based on differential geometry invariants of cranial micro-motions with the potential for continuous non-invasive ICP monitoring in conservative traumatic brain injury (TBI) treatment. As a proof of this concept, we have developed a pillow with embedded mechanical sensors and collected an extensive dataset (>550 h on 24 TBI coma patients) of cranial micro-motions and the reference intraparenchymal ICP. From the multidimensional pulsatile curve we calculated the first Cartan curvature and constructed a "fingerprint" image (Cartan map) associated with the cerebrospinal fluid (CSF) dynamics. The Cartan map features maxima bands corresponding to a pressure wave reflection corresponding to a detectable skull tremble. We give evidence for a statistically significant and patient-independent correlation between skull micro-motions and ICP time derivative. Our unique differential geometry-based method yields a broader and global perspective on intracranial CSF dynamics compared to rather local catheter-based measurement and has the potential for wider applications.
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页数:12
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