title: Decrease of EEG Coherence during hypoglycemia in type 1 diabetic subjects.
abstract: Hypoglycemic events have been proven to be associated with measurable EEG changes. Several works in the literature have evaluated these changes by considering approaches at the single EEG channel level, but multivariate analyses have been scarcely investigated in Type 1 diabetes (T1D) subjects. The aim of the present work is to assess if and how hypoglycemia affects EEG coherence in a subset of EEG channels acquired in a hospital setting where eye- and muscle activation-induced artifacts are virtually absent. In particular, EEG multichannel data, acquired in 19 T1D hospitalized subjects undertaken to an insulin-induced hypoglycemia experiment, are considered. Computation of Partial Directed Coherence (PDC) through multivariate autoregressive models of P3-A1A2, P4-A1A2, C3-A1A2 and C4-A1A2 EEG channels shows that a decrease in the value of coherence, most likely related to the progressive loss of cognitive function and altered cerebral activity, occurs when passing from eu- to hypoglycemia, in both theta ([4, 8] Hz) and alpha ([8, 13] Hz) bands.
authors.forename: M
authors.initials: M
authors.lastname: Rubega
authors.forename: G
authors.initials: G
authors.lastname: Sparacino
authors.forename: A S
authors.initials: AS
authors.lastname: Sejling
authors.forename: C B
authors.initials: CB
authors.lastname: Juhl
authors.forename: C
authors.initials: C
authors.lastname: Cobelli
mesh_terms: D003922:Diabetes Mellitus, Type 1 / Q000503:physiopathology*; D004569:Electroencephalography / Q000145:classification / Q000379:methods; D006801:Humans; D007003:Hypoglycemia / Q000503:physiopathology*