The differential effects of general anesthesia on brain activity in terms of drug selection, concentration and combination remain to be elucidated. Using fMRI, it has been shown that increasing doses of sevoflurane is associated with progressive breakdown in brain functional connectivity, while EEG studies have shown that higher activity in the delta band is associated with unconsciousness. Despite these promising results, the band- specific neural substrates of brain changes which occur during sevoflurane anesthesia have not yet been investigated. To this end, we employ high-density EEG-based brain connectivity estimates and graph theoretical analysis in a protocol of progressive sevoflurane administration (conditions: baseline, 1.1%, 2.1%, 2.8%, recovery), both at a global (whole-brain) and at a local (sensor-specific) level in 12 healthy subjects (7 males, mean age 25 ± 4.7 years). We show a statistically significant dependence of global strength, clustering coefficient and efficiency on sevoflurane concentration in the slow delta, beta 1 and beta 2 bands. Interestingly, high and low-frequency bands behaved in an opposite manner as a function of condition. We also found significant band∗condition interactive effects in clustering coefficient, efficiency and strength both on local and global scales.

Conti, A., Akeju, O., Duggento, A., Chamadia, S., Barbieri, R., Toschi, N. (2020). Frequency dependent functional brain reorganization in anesthesia is specific to drug concentration. In 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20 (pp.2921-2924). Institute of Electrical and Electronics Engineers Inc. [10.1109/EMBC44109.2020.9176406].

Frequency dependent functional brain reorganization in anesthesia is specific to drug concentration

Conti A.;Duggento A.;Toschi N.
2020-01-01

Abstract

The differential effects of general anesthesia on brain activity in terms of drug selection, concentration and combination remain to be elucidated. Using fMRI, it has been shown that increasing doses of sevoflurane is associated with progressive breakdown in brain functional connectivity, while EEG studies have shown that higher activity in the delta band is associated with unconsciousness. Despite these promising results, the band- specific neural substrates of brain changes which occur during sevoflurane anesthesia have not yet been investigated. To this end, we employ high-density EEG-based brain connectivity estimates and graph theoretical analysis in a protocol of progressive sevoflurane administration (conditions: baseline, 1.1%, 2.1%, 2.8%, recovery), both at a global (whole-brain) and at a local (sensor-specific) level in 12 healthy subjects (7 males, mean age 25 ± 4.7 years). We show a statistically significant dependence of global strength, clustering coefficient and efficiency on sevoflurane concentration in the slow delta, beta 1 and beta 2 bands. Interestingly, high and low-frequency bands behaved in an opposite manner as a function of condition. We also found significant band∗condition interactive effects in clustering coefficient, efficiency and strength both on local and global scales.
Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC)
Montreal (Canada)
2020
42
Rilevanza internazionale
2020
Settore FIS/07 - FISICA APPLICATA (A BENI CULTURALI, AMBIENTALI, BIOLOGIA E MEDICINA)
English
Adult; Anesthesia, General; Humans; Magnetic Resonance Imaging; Male; Unconsciousness; Young Adult; Brain; Sevoflurane
Intervento a convegno
Conti, A., Akeju, O., Duggento, A., Chamadia, S., Barbieri, R., Toschi, N. (2020). Frequency dependent functional brain reorganization in anesthesia is specific to drug concentration. In 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20 (pp.2921-2924). Institute of Electrical and Electronics Engineers Inc. [10.1109/EMBC44109.2020.9176406].
Conti, A; Akeju, O; Duggento, A; Chamadia, S; Barbieri, R; Toschi, N
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/278398
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