Cargando…

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

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 asso...

Descripción completa

Detalles Bibliográficos
Autores principales: Mládek, Arnošt, Gerla, Václav, Šeba, Petr, Kolář, Vladimír, Skalický, Petr, Whitley, Helen, Lhotská, Lenka, Beneš, Vladimír, Bradáč, Ondřej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8275772/
https://www.ncbi.nlm.nih.gov/pubmed/34253803
http://dx.doi.org/10.1038/s41598-021-93740-5
_version_ 1783721777313087488
author Mládek, Arnošt
Gerla, Václav
Šeba, Petr
Kolář, Vladimír
Skalický, Petr
Whitley, Helen
Lhotská, Lenka
Beneš, Vladimír
Bradáč, Ondřej
author_facet Mládek, Arnošt
Gerla, Václav
Šeba, Petr
Kolář, Vladimír
Skalický, Petr
Whitley, Helen
Lhotská, Lenka
Beneš, Vladimír
Bradáč, Ondřej
author_sort Mládek, Arnošt
collection PubMed
description 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.
format Online
Article
Text
id pubmed-8275772
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-82757722021-07-13 From head micro-motions towards CSF dynamics and non-invasive intracranial pressure monitoring Mládek, Arnošt Gerla, Václav Šeba, Petr Kolář, Vladimír Skalický, Petr Whitley, Helen Lhotská, Lenka Beneš, Vladimír Bradáč, Ondřej Sci Rep Article 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. Nature Publishing Group UK 2021-07-12 /pmc/articles/PMC8275772/ /pubmed/34253803 http://dx.doi.org/10.1038/s41598-021-93740-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Mládek, Arnošt
Gerla, Václav
Šeba, Petr
Kolář, Vladimír
Skalický, Petr
Whitley, Helen
Lhotská, Lenka
Beneš, Vladimír
Bradáč, Ondřej
From head micro-motions towards CSF dynamics and non-invasive intracranial pressure monitoring
title From head micro-motions towards CSF dynamics and non-invasive intracranial pressure monitoring
title_full From head micro-motions towards CSF dynamics and non-invasive intracranial pressure monitoring
title_fullStr From head micro-motions towards CSF dynamics and non-invasive intracranial pressure monitoring
title_full_unstemmed From head micro-motions towards CSF dynamics and non-invasive intracranial pressure monitoring
title_short From head micro-motions towards CSF dynamics and non-invasive intracranial pressure monitoring
title_sort from head micro-motions towards csf dynamics and non-invasive intracranial pressure monitoring
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8275772/
https://www.ncbi.nlm.nih.gov/pubmed/34253803
http://dx.doi.org/10.1038/s41598-021-93740-5
work_keys_str_mv AT mladekarnost fromheadmicromotionstowardscsfdynamicsandnoninvasiveintracranialpressuremonitoring
AT gerlavaclav fromheadmicromotionstowardscsfdynamicsandnoninvasiveintracranialpressuremonitoring
AT sebapetr fromheadmicromotionstowardscsfdynamicsandnoninvasiveintracranialpressuremonitoring
AT kolarvladimir fromheadmicromotionstowardscsfdynamicsandnoninvasiveintracranialpressuremonitoring
AT skalickypetr fromheadmicromotionstowardscsfdynamicsandnoninvasiveintracranialpressuremonitoring
AT whitleyhelen fromheadmicromotionstowardscsfdynamicsandnoninvasiveintracranialpressuremonitoring
AT lhotskalenka fromheadmicromotionstowardscsfdynamicsandnoninvasiveintracranialpressuremonitoring
AT benesvladimir fromheadmicromotionstowardscsfdynamicsandnoninvasiveintracranialpressuremonitoring
AT bradacondrej fromheadmicromotionstowardscsfdynamicsandnoninvasiveintracranialpressuremonitoring