TY - JOUR
T1 - Two-Year Longitudinal Monitoring of Amnestic Mild Cognitive Impairment Patients with Prodromal Alzheimer's Disease Using Topographical Biomarkers Derived from Functional Magnetic Resonance Imaging and Electroencephalographic Activity
AU - Jovicich, Jorge
AU - Babiloni, Claudio
AU - Ferrari, Clarissa
AU - Marizzoni, Moira
AU - Moretti, Davide V.
AU - Del Percio, Claudio
AU - Lizio, Roberta
AU - Lopez, Susanna
AU - Galluzzi, Samantha
AU - Albani, Diego
AU - Cavaliere, Libera
AU - Minati, Ludovico
AU - Didic, Mira
AU - Fiedler, Ute
AU - Forloni, Gianluigi
AU - Hensch, Tilman
AU - Molinuevo, José Luis
AU - Bartrés Faz, David
AU - Nobili, Flavio
AU - Orlandi, Daniele
AU - Parnetti, Lucilla
AU - Farotti, Lucia
AU - Costa, Cinzia
AU - Payoux, Pierre
AU - Rossini, Paolo Maria
AU - Marra, Camillo
AU - Schönknecht, Peter
AU - Soricelli, Andrea
AU - Noce, Giuseppe
AU - Salvatore, Marco
AU - Tsolaki, Magda
AU - Visser, Pieter Jelle
AU - Richardson, Jill C.
AU - Wiltfang, Jens
AU - Bordet, Régis
AU - Blin, Olivier
AU - Frisoniand, Giovanni B.
PY - 2018
Y1 - 2018
N2 - Auditory "oddball" event-related potentials (aoERPs), resting state functional magnetic resonance imaging (rsfMRI) connectivity, and electroencephalographic (rsEEG) rhythms were tested as longitudinal functional biomarkers of prodromal Alzheimer's disease (AD). Data were collected at baseline and four follow-ups at 6, 12, 18, and 24 months in amnesic mild cognitive impairment (aMCI) patients classified in two groups: "positive" (i.e., "prodromal AD"; n = 81) or "negative" (n = 63) based on a diagnostic marker of AD derived from cerebrospinal samples (Aβ42/P-tau ratio). A linear mixed model design was used to test functional biomarkers for Group, Time, and Group×Time effects adjusted by nuisance covariates (only data until conversion to dementia was used). Functional biomarkers that showed significant Group effects ("positive" versus "negative", p < 0.05) regardless of Time were 1) reduced rsfMRI connectivity in both the default mode network (DMN) and the posterior cingulate cortex (PCC), both also giving significant Time effects (connectivity decay regardless of Group); 2) increased rsEEG source activity at delta (<4 Hz) and theta (4-8 Hz) rhythms and decreased source activity at low-frequency alpha (8-10.5 Hz) rhythms; and 3) reduced parietal and posterior cingulate source activities of aoERPs. Time×Group effects showed differential functional biomarker progression between groups: 1) increased rsfMRI connectivity in the left parietal cortex of the DMN nodes, consistent with compensatory effects and 2) increased limbic source activity at theta rhythms. These findings represent the first longitudinal characterization of functional biomarkers of prodromal AD relative to "negative" aMCI patients based on 5 serial recording sessions over 2 years.
AB - Auditory "oddball" event-related potentials (aoERPs), resting state functional magnetic resonance imaging (rsfMRI) connectivity, and electroencephalographic (rsEEG) rhythms were tested as longitudinal functional biomarkers of prodromal Alzheimer's disease (AD). Data were collected at baseline and four follow-ups at 6, 12, 18, and 24 months in amnesic mild cognitive impairment (aMCI) patients classified in two groups: "positive" (i.e., "prodromal AD"; n = 81) or "negative" (n = 63) based on a diagnostic marker of AD derived from cerebrospinal samples (Aβ42/P-tau ratio). A linear mixed model design was used to test functional biomarkers for Group, Time, and Group×Time effects adjusted by nuisance covariates (only data until conversion to dementia was used). Functional biomarkers that showed significant Group effects ("positive" versus "negative", p < 0.05) regardless of Time were 1) reduced rsfMRI connectivity in both the default mode network (DMN) and the posterior cingulate cortex (PCC), both also giving significant Time effects (connectivity decay regardless of Group); 2) increased rsEEG source activity at delta (<4 Hz) and theta (4-8 Hz) rhythms and decreased source activity at low-frequency alpha (8-10.5 Hz) rhythms; and 3) reduced parietal and posterior cingulate source activities of aoERPs. Time×Group effects showed differential functional biomarker progression between groups: 1) increased rsfMRI connectivity in the left parietal cortex of the DMN nodes, consistent with compensatory effects and 2) increased limbic source activity at theta rhythms. These findings represent the first longitudinal characterization of functional biomarkers of prodromal AD relative to "negative" aMCI patients based on 5 serial recording sessions over 2 years.
KW - Alpha rhythms
KW - PharmaCog project
KW - amnesic mild cognitive impairment
KW - biomarkers
KW - clinical trial
KW - electroencephalography
KW - functional magnetic resonance imaging
KW - oddball event-related potentials
KW - prodromal Alzheimer’s disease
KW - resting state
KW - Alpha rhythms
KW - PharmaCog project
KW - amnesic mild cognitive impairment
KW - biomarkers
KW - clinical trial
KW - electroencephalography
KW - functional magnetic resonance imaging
KW - oddball event-related potentials
KW - prodromal Alzheimer’s disease
KW - resting state
UR - http://hdl.handle.net/10807/131105
U2 - 10.3233/JAD-180158
DO - 10.3233/JAD-180158
M3 - Article
SN - 1387-2877
SP - 1
EP - 21
JO - Journal of Alzheimer's Disease
JF - Journal of Alzheimer's Disease
ER -