TY - JOUR
T1 - Resting-State Network Alterations Differ between Alzheimer's Disease Atrophy Subtypes
AU - Rauchmann, Boris Stephan
AU - Ersoezlue, Ersin
AU - Stoecklein, Sophia
AU - Keeser, Daniel
AU - Brosseron, Frederic
AU - Buerger, Katharina
AU - Dechent, Peter
AU - Dobisch, Laura
AU - Ertl-Wagner, Birgit
AU - Fliessbach, Klaus
AU - Haynes, John Dylan
AU - Heneka, Michael T.
AU - Incesoy, Enise I.
AU - Janowitz, Daniel
AU - Kilimann, Ingo
AU - Laske, Christoph
AU - Metzger, Coraline D.
AU - Munk, Matthias H.
AU - Peters, Oliver
AU - Priller, Josef
AU - Ramirez, Alfredo
AU - Roeske, Sandra
AU - Roy, Nina
AU - Scheffler, Klaus
AU - Schneider, Anja
AU - Spottke, Annika
AU - Spruth, Eike Jakob
AU - Teipel, Stefan
AU - Tscheuschler, Maike
AU - Vukovich, Ruth
AU - Wagner, Michael
AU - Wiltfang, Jens
AU - Yakupov, Renat
AU - Duezel, Emrah
AU - Jessen, Frank
AU - Perneczky, Robert
N1 - Publisher Copyright:
© 2021 The Author(s) 2021. Published by Oxford University Press. All rights reserved.
PY - 2021/11/1
Y1 - 2021/11/1
N2 - Several Alzheimer's disease (AD) atrophy subtypes were identified, but their brain network properties are unclear. We analyzed data from two independent datasets, including 166 participants (103 AD/63 controls) from the DZNE-longitudinal cognitive impairment and dementia study and 151 participants (121 AD/30 controls) from the AD neuroimaging initiative cohorts, aiming to identify differences between AD atrophy subtypes in resting-state functional magnetic resonance imaging intra-network connectivity (INC) and global and nodal network properties. Using a data-driven clustering approach, we identified four AD atrophy subtypes with differences in functional connectivity, accompanied by clinical and biomarker alterations, including a medio-temporal-predominant (S-MT), a limbic-predominant (S-L), a diffuse (S-D), and a mild-atrophy (S-MA) subtype. S-MT and S-D showed INC reduction in the default mode, dorsal attention, visual and limbic network, and a pronounced reduction of "global efficiency"and decrease of the "clustering coefficient"in parietal and temporal lobes. Despite severe atrophy in limbic areas, the S-L exhibited only marginal global network but substantial nodal network failure. S-MA, in contrast, showed limited impairment in clinical and cognitive scores but pronounced global network failure. Our results contribute toward a better understanding of heterogeneity in AD with the detection of distinct differences in functional connectivity networks accompanied by CSF biomarker and cognitive differences in AD subtypes.
AB - Several Alzheimer's disease (AD) atrophy subtypes were identified, but their brain network properties are unclear. We analyzed data from two independent datasets, including 166 participants (103 AD/63 controls) from the DZNE-longitudinal cognitive impairment and dementia study and 151 participants (121 AD/30 controls) from the AD neuroimaging initiative cohorts, aiming to identify differences between AD atrophy subtypes in resting-state functional magnetic resonance imaging intra-network connectivity (INC) and global and nodal network properties. Using a data-driven clustering approach, we identified four AD atrophy subtypes with differences in functional connectivity, accompanied by clinical and biomarker alterations, including a medio-temporal-predominant (S-MT), a limbic-predominant (S-L), a diffuse (S-D), and a mild-atrophy (S-MA) subtype. S-MT and S-D showed INC reduction in the default mode, dorsal attention, visual and limbic network, and a pronounced reduction of "global efficiency"and decrease of the "clustering coefficient"in parietal and temporal lobes. Despite severe atrophy in limbic areas, the S-L exhibited only marginal global network but substantial nodal network failure. S-MA, in contrast, showed limited impairment in clinical and cognitive scores but pronounced global network failure. Our results contribute toward a better understanding of heterogeneity in AD with the detection of distinct differences in functional connectivity networks accompanied by CSF biomarker and cognitive differences in AD subtypes.
KW - Alzheimer's disease
KW - brain structure
KW - graph theory
KW - independent component analysis
KW - resting-state connectivity
UR - http://www.scopus.com/inward/record.url?scp=85118096091&partnerID=8YFLogxK
U2 - 10.1093/cercor/bhab130
DO - 10.1093/cercor/bhab130
M3 - Article
C2 - 34080613
AN - SCOPUS:85118096091
SN - 1047-3211
VL - 31
SP - 4901
EP - 4915
JO - Cerebral Cortex
JF - Cerebral Cortex
IS - 11
ER -