Is it possible to extract intracranial pressure information based on the EEG activity?
*Correspondencia: Dr. Guillermo J. Ortega Rabbione. Fundación de Investigación Biomédica Hospital de La Princesa. Hospital Universitario La Princesa. Diego de León, 62. E-28006 Madrid.
E-mail: gjortega.hlpr@salud.madrid.org
Introduction: The capability of the electroencephalography (EEG) of recording the bioelectrical activity of the brain has made of it a fundamental tool for the evaluation of the patient's neurological condition. In recent years, moreover, it has also begun to be used in obtaining information for other kind of variables, as the ones related with the cerebral hemodynamics.
Aim: To study the potential relationship between the EEG activity and the intracranial pressure (ICP) in patients suffering from traumatic brain injury and subarachnoid hemorrhage, during their stay at the intensive care unit.
Patients and methods: Twenty-one adult patients (10 women) were included in the present observational prospective cohort study. They suffered from either traumatic brain injury or subarachnoid hemorrhage, requiring continuous EEG and ICP monitoring. In every patient, Granger causality between spectral functions of the EEG and the ICP was evaluated. Temporal windows of 10 minute were used to evaluate whether a causal relationship between those variables exist or not. In all of the cases, several days of continuous recording and assessment were performed.
Results: In most patients and during most of the time, Granger causality turns out to be significant in the direction from the EEG to the ICP, meaning that the EEG dynamics actually leads the ICP dynamics.
Conclusions: The present work provides useful information and shed light in discovering a hidden relationship between the ICP and EEG dynamics. The potential use of this relationship could lead to develop a medical device to measure ICP in a non-invasive fashion.
Objetivo Estudiar la posible relación entre la actividad electroencefalográfica y la presión intracraneal (PIC) en pacientes con traumatismo craneoencefálico y hemorragia subaracnoidea ingresados en cuidados intensivos.
Pacientes y métodos Se incluyó a 21 pacientes (10 mujeres) mayores de 18 años con traumatismo craneoencefálico o hemorragia subaracnoidea que requerían monitorización de la PIC y a los que se les registró el EEG de forma continua. Se determinó la causalidad de Granger entre la PIC con respecto a las variables espectrales del EEG para ventanas temporales de 10 minutos durante la estancia en cuidados intensivos.
Resultados La causalidad de Granger mostró una alta correlación entre la PIC con las bandas del EEG. En la mayoría de los pacientes existe una causalidad de Granger significativa en la dirección del EEG hacia la PIC en gran parte del tiempo de monitorización, de forma que las variables del EEG precedían a la PIC.
Conclusiones El presente trabajo expone la relación temporal subyacente entre la dinámica de la PIC y la actividad bioeléctrica cerebral registrada mediante EEG en pacientes con traumatismo craneoencefálico y hemorragia subaracnoidea. El potencial uso de esta relación podría permitir estimar la PIC de manera no invasiva.