masterThesis
Revisitando o eletrocorticograma intra-operatório na epilepsia mesial do lobo temporal: relevância das oscilações de alta frequência
Fecha
2013-12-13Registro en:
SILVA, Anderson Brito da. Revisitando o eletrocorticograma intra-operatório na epilepsia mesial do lobo temporal: relevância das oscilações de alta frequência. 2013. 96 f. Dissertação (Mestrado em Neurobiologia Celular e Molecular; Neurobiologia de Sistemas e Cognição; Neurocomputação Neuroengen) - Universidade Federal do Rio Grande do Norte, Natal, 2013.
Autor
Silva, Anderson Brito da
Resumen
Epilepsies are neurological disorders characterized by recurrent and spontaneous seizures
due to an abnormal electric activity in a brain network. The mesial temporal lobe epilepsy
(MTLE) is the most prevalent type of epilepsy in adulthood, and it occurs frequently
in association with hippocampal sclerosis. Unfortunately, not all patients benefit from
pharmacological treatment (drug-resistant patients), and therefore become candidates for
surgery, a procedure of high complexity and cost. Nowadays, the most common surgery is
the anterior temporal lobectomy with selective amygdalohippocampectomy, a procedure
standardized by anatomical markers. However, part of patients still present seizure after the
procedure. Then, to increase the efficiency of this kind of procedure, it is fundamental to
know the epileptic human brain in order to create new tools for auxiliary an individualized
surgery procedure.
The aim of this work was to identify and quantify the occurrence of epilepticform activity -such as interictal spikes (IS) and high frequency oscillations (HFO) - in electrocorticographic
(ECoG) signals acutely recorded during the surgery procedure in drug-resistant patients
with MTLE.
The ECoG recording (32 channels at sample rate of 1 kHz) was performed in the surface
of temporal lobe in three moments: without any cortical resection, after anterior temporal
lobectomy and after amygdalohippocampectomy (mean duration of each record: 10 min; N
= 17 patients; ethic approval #1038/03 in Research Ethic Committee of Federal University
of São Paulo). The occurrence of IS and HFO was quantified automatically by MATLAB
routines and validated manually. The events rate (number of events/channels) in each
recording time was correlated with seizure control outcome.
In 8 hours and 40 minutes of record, we identified 36,858 IS and 1.756 HFO. We observed
that seizure-free outcome patients had more HFO rate before the resection than non-seizure
free, however do not differentiate in relation of frequency, morphology and distribution of
IS. The HFO rate in the first record was better than IS rate on prediction of seizure-free
patients (IS: AUC = 57%, Sens = 70%, Spec = 71% vs HFO: AUC = 77%, Sens = 100%,
Spec = 70%). We observed the same for the difference of the rate of pre and post-resection
(IS: AUC = 54%, Sens = 60%, Spec = 71%; vs HFO: AUC = 84%, Sens = 100%, Spec =
80%). In this case, the algorithm identifies all seizure-free patients (N = 7) with two false
positives.
To conclude, we observed that the IS and HFO can be found in intra-operative ECoG
record, despite the anesthesia and the short time of record. The possibility to classify the
patients before any cortical resection suggest that ECoG can be important to decide the
use of adjuvant pharmacological treatment or to change for tailored resection procedure.
The mechanism responsible for this effect is still unknown, thus more studies are necessary
to clarify the processes related to it
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