dc.contributor
Universitat Politècnica de Catalunya. Institut de Ciències Fotòniques
dc.contributor.author
Tagliabue, Susanna
dc.date.accessioned
2024-08-02T07:42:01Z
dc.date.available
2024-08-02T07:42:01Z
dc.date.issued
2022-04-29
dc.identifier.uri
http://hdl.handle.net/10803/691975
dc.description.abstract
(English) In the intensive care, the multimodal monitoring of the patient is crucial. The systemic physiology is routinely and comprehensively monitored but the practical monitoring of the brain is lacking.
Hybrid diffuse optics (DO) has a potential to fill this gap by combining diffuse correlation spectroscopy (DCS) and near-infrared spectroscopy (NIRS). DO measures local, microvascular cerebral perfusion/blood flow, oxygen extraction fraction and cerebral metabolic rate of oxygen.
Therefore, the overarching purpose of this work was to boost the use of hybrid DO by validating its utility in clinical applications on the human brain, especially in critically ill populations.
To achieve this goal, new hybrid DO devices were constructed to enhance the data-rate and the quantification of the intracerebral signals while synchronously acquiring data from clinical monitors. In particular, a new platform combining time-resolved NIRS (TRS) and fast (~40 Hz) DCS was constructed.
These were used in the fruitful collaborations with the Vall d'Hebron hospital on different patient cohorts. In a population of patients undergoing surgeries the relationship with electrophysiological assessment of cerebral metabolism, the proprietary bispectral index, and the optically-derived parameters were investigated during propofol-induced anesthesia. This has shown that DO estimates of the oxygen metabolism correlate with this index. The additional DO information could be investigated to evaluate if it can help prevent brain damage due to anesthesia.
A cohort of children diagnosed with benign external hydrocephalus undergoing invasive intracranial pressure (ICP) monitoring were monitored during night sleep. This allowed the quantification of the cerebral hemodynamics and metabolism during ICP waves that are indicative of future morbidity in them. This has revealed that ICP waves are associated with hemodynamic and metabolic oscillations. Furthermore, these results have shown that the presence of ICP waves, in particular B-waves, can be observed by DO monitoring which could, in the future, allow their noninvasive assessment in wider populations.
An important shortcoming for the routine clinical use of DO has been that the results from commercial NIRS devices on clinical population are not reproducible, often give physiologically invalid results and differ between systems. Apart from the limitations due to the use of continuous-wave light, one major culprit is brain heterogeneity and underlying morphological and functional abnormalities. A comprehensive analysis was carried out using data from different cohorts of brain-injured patients to provide a set of examples and suggestions to establish quality control routines.
Hyperventilation is a relatively common therapy, where a decrease in blood carbon-dioxide is induced to cause vasoconstriction in order to lower ICP. Since high ICP often leads to hypoperfusion and hypoxia, this treatment is meant to be beneficial but the findings from clinical practice and large trials provide mixed results. It is hypothesized that this is due to some patients suffering from misery perfusion (MP). Hybrid DO can evaluate whether the therapy causes MP. This was tested in a cohort of patients using advanced statistical methods. The findings indicate that MP is common in these patients and DO can characterize its frequency and magnitude. This paves the way for future clinical-trials to validate the findings and evaluate the efficacy.
Other protocols were also carried out as small pilot studies such as during blood transfusion. The results are reported and their potential significance is elucidated.
Overall, the versatility of the hybrid DO was demonstrated and new biomarkers were proposed to develop indices that are relevant to the clinicians. These proof-of-principle studies will serve as a backbone for clinical trials and, hopefully in the close future, to the exploitation of this technology in all intensive care units.
ca
dc.format.extent
337 p.
ca
dc.publisher
Universitat Politècnica de Catalunya
dc.rights.license
L'accés als continguts d'aquesta tesi queda condicionat a l'acceptació de les condicions d'ús establertes per la següent llicència Creative Commons: http://creativecommons.org/licenses/by-nc-nd/4.0/
ca
dc.rights.uri
http://creativecommons.org/licenses/by-nc-nd/4.0/
*
dc.source
TDX (Tesis Doctorals en Xarxa)
dc.subject.other
Àrees temàtiques de la UPC::Enginyeria biomèdica
ca
dc.subject.other
Àrees temàtiques de la UPC::Enginyeria de la telecomunicació
dc.title
Comprehensive monitoring of the injured brain by hybrid diffuse optics: towards brain-oriented theranostics
ca
dc.type
info:eu-repo/semantics/doctoralThesis
dc.type
info:eu-repo/semantics/publishedVersion
dc.contributor.director
Durduran, Turgut
dc.contributor.codirector
Kacprzak, Michal
dc.rights.accessLevel
info:eu-repo/semantics/openAccess
dc.description.degree
DOCTORAT EN FOTÒNICA (Pla 2013)