TY - JOUR
T1 - Voxel-wise insights into early Alzheimer’s disease pathology progression
T2 - the association with APOE and memory decline
AU - for the Alzheimer's Disease Neuroimaging Initiative
AU - Wybitul, Maha
AU - Langer, Nicolas
AU - Hock, Christoph
AU - Gietl, Anton
AU - Treyer, Valerie
AU - Raj, Balebail Ashok
AU - Fargher, Kristin
AU - Smith, Amanda
AU - Raudin, Lisa
AU - Chaing, Gloria
AU - Relkin, Norman
AU - Smith, Karen Elizabeth
AU - Shim, Hyungsub
AU - Ponto, Laura L.Boles
AU - Schultz, Susan K.
AU - Sarrael, Antero
AU - Hernando, Raymundo
AU - Pomara, Nunzio
AU - Drost, Dick
AU - Kertesz, Andrew
AU - Rogers, John
AU - Rachinsky, Irina
AU - Pasternak, Stephen
AU - Finger, Elizabether
AU - Bachman, David
AU - Spicer, Kenneth
AU - Mintzer, Jacobo
AU - Miller, Bruce L.
AU - Rosen, Howard J.
AU - Correia, Stephen
AU - Malloy, Paul
AU - Salloway, Stephen
AU - Tremont, Geoffrey
AU - Querfurth, Henry
AU - Ott, Brian R.
AU - Watkins, Franklin
AU - Garg, Pradeep
AU - Williamson, Jeff D.
AU - Sink, Kaycee M.
AU - Schwartz, Eben S.
AU - Kitzmiller, Tamar J.
AU - Santulli, Robert B.
AU - Anderson, Karen
AU - Blank, Karen
AU - Pearlson, Godfrey D.
AU - Brown, Alice D.
AU - Celmins, Dzintra
AU - Zimmerman, Earl A.
AU - Adeli, Anahita
AU - Kataki, Maria
AU - Scharre, Douglas W.
AU - Rainka, Michelle
AU - Capote, Horacio
AU - Bates, Vernice
AU - Reeder, Stephanie
AU - Fleisher, Adam
AU - Tariot, Pierre
AU - Nguyen, Dana
AU - Preda, Adrian
AU - Potkin, Steven G.
AU - Carlsson, Cynthia M.
AU - Asthana, Sanjay
AU - Johnson, Sterling
AU - Bartha, Rob
AU - Lee, T. Y.
AU - Borrie, Michael
AU - Kittur, Smita
AU - DeCarli, Charles
AU - Olichney, John
AU - Carmichael, Owen
AU - Fletcher, Evan
AU - Hudson, Leon
AU - Ogrocki, Paula
AU - Lerner, Alan
AU - Allard, Joanne
AU - Wolday, Saba
AU - Obisesan, Thomas O.
AU - Johnson, Patricia Lynn
AU - Norbash, Alexander
AU - Budson, Andrew E.
AU - Killiany, Ronald
AU - Kowall, Neil
AU - Sirrel, Sherye A.
AU - Jacobson, Sandra A.
AU - Belden, Christine M.
AU - Sabbagh, Marwan N.
AU - Tinklenberg, Jared
AU - Rosen, Allyson
AU - Lane, Barton
AU - Taylor, Joy L.
AU - Yesavage, Jerome
AU - Frey, Meghan
AU - Marshall, Gad
AU - Johnson, Keith A.
AU - Sperling, Reisa A.
AU - Reynolds, Brigid
AU - Johnson, Kathleen
AU - Turner, Raymond Scott
AU - Villena, Teresa
AU - Martinez, Walter
AU - Sadowsky, Carl
AU - Johnson, Nancy
AU - Wu, Chuang Kuo
AU - Lipowski, Kristine
AU - Mesulam, Marek Marsel
AU - Kerwin, Diana
AU - Munic, Donna
AU - Bernick, Charles
AU - Trost, Dick
AU - Past, Michele Assaly
AU - Mudge, Benita
AU - Feldman, Howard
AU - Hsiung, Ging Yuek Robin
AU - Caldwell, Curtis
AU - Stefanovic, Bojana
AU - Black, Sandra
AU - Hosein, Chris
AU - Bergman, Howard
AU - Chertkow, Howard
AU - MacAvoy, Martha G.
AU - Carson, Richard E.
AU - van Dyck, Christopher H.
AU - Hunt, Cynthia
AU - Herring, Scott
AU - Matthews, Brandy R.
AU - Hake, Ann Marie
AU - Farlow, Martin R.
AU - Johnson, Heather
AU - Kendall, Tracy
AU - Parfitt, Francine
AU - Radford, Neill R.Graff
AU - Bartzokis, George
AU - Lu, Po H.
AU - Silverman, Daniel H.S.
AU - Woo, Ellen
AU - Tingus, Kathleen
AU - Apostolova, Liana
AU - Swerdlow, Russell H.
AU - Anderson, Heather S.
AU - Burns, Jeffrey M.
AU - Cellar, Janet S.
AU - Lah, James J.
AU - Levey, Allan I.
AU - DeVous, Michael
AU - Cook, Kristen Martin
AU - Weiner, Myron
AU - King, Richard
AU - Arrastia, Ramon Diaz
AU - Quiceno, Mary
AU - Mathews, Dana
AU - Womack, Kyle
AU - Mc Adams Ortiz, Catherine
AU - Thai, Gaby
AU - Mulnard, Ruth A.
AU - Brand, Connie
AU - Ismail, M. Saleem
AU - Makino, Kelly M.
AU - Martin, Kim
AU - Goldstein, Bonnie S.
AU - Porsteinsson, Anton P.
AU - Simpson, Donna M.
AU - Oakley, Mary Ann
AU - Lopez, Oscar L.
AU - Conrad, Gary
AU - Oates, Elizabeth
AU - Sinha, Partha
AU - Hardy, Peter
AU - Jicha, Greg
AU - Smith, Charles D.
AU - Wolk, David A.
AU - Karlawish, Jason H.
AU - Arnold, Steven E.
AU - Wong, Terence Z.
AU - Petrella, Jeffrey R.
AU - Doraiswamy, P. Murali
AU - De Santi, Susan
AU - Glodzik, Lidia
AU - de Leon, Mony J.
AU - Rusinek, Henry
AU - Michel, Christina A.
AU - Cerbone, Brittany
AU - Pogorele, Dana M.
AU - Galvin, James E.
AU - Kielb, Stephanie
AU - D’Agostino, Daniel
AU - Onyike, Chiadi
AU - Albert, Marilyn
AU - Roberts, Peggy
AU - Greig, Maria T.
AU - Varon, Daniel
AU - Duara, Ranjan
AU - Shah, Raj C.
AU - deToledoMorrell, Leyla
AU - Mitsis, Effie
AU - Grossman, Hillel
AU - Roberson, Erik
AU - Brockington, John
AU - Geldmacher, David
AU - Ances, Beau
AU - Morris, John C.
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025
Y1 - 2025
N2 - Longitudinal investigation of the Apolipoprotein E (APOE) genotype’s impact on Alzheimer’s disease (AD) biomarker progression, focusing on amyloid beta (Aβ) accumulation and gray matter (GM) atrophy, integrating cognitive decline and baseline levels. Longitudinal florbetapir-PET and T1-weighted MRI data from 100 cognitively normal (CN) and mild cognitive impaired (MCI) participants both with considerable global Aβ accumulation (“high Aβ accumulators”) were analyzed using a voxel-wise approach. Associations of APOE genotype and memory decline with Aβ accumulation and GM atrophy were examined separately for each neuroimaging modality, controlling for baseline Aβ levels and diagnosis. Alternatively, the effect of baseline diagnosis, while controlling for memory decline, was investigated. A multimodal analysis evaluated interactions between genotype, memory decline, and GM atrophy on Aβ accumulation. High Aβ accumulators displayed extensive Aβ pathology predominantly in the medial orbito-frontal cortex, cingulate cortex, and precuneus, along with GM atrophy in temporal, occipital, orbito-frontal, and parietal areas. ɛ4 carriers with memory decline exhibited greater Aβ accumulation and GM atrophy in selective regions compared to non-carriers with memory decline, while no genotype difference was observed in individuals without decline. No interaction effect was observed for MCI diagnosis. Regional associations between the two biomarkers were similarly dependent on genotype and memory decline. ɛ4 carriers exhibiting memory decline present an accelerated neurobiological pattern at predementia stages, supporting early ɛ4 carrier monitoring and interventions in this at-risk group. Importantly, memory decline might be more informative than MCI regarding AD pathology progression emphasizing the importance of repeated cognitive assessments.
AB - Longitudinal investigation of the Apolipoprotein E (APOE) genotype’s impact on Alzheimer’s disease (AD) biomarker progression, focusing on amyloid beta (Aβ) accumulation and gray matter (GM) atrophy, integrating cognitive decline and baseline levels. Longitudinal florbetapir-PET and T1-weighted MRI data from 100 cognitively normal (CN) and mild cognitive impaired (MCI) participants both with considerable global Aβ accumulation (“high Aβ accumulators”) were analyzed using a voxel-wise approach. Associations of APOE genotype and memory decline with Aβ accumulation and GM atrophy were examined separately for each neuroimaging modality, controlling for baseline Aβ levels and diagnosis. Alternatively, the effect of baseline diagnosis, while controlling for memory decline, was investigated. A multimodal analysis evaluated interactions between genotype, memory decline, and GM atrophy on Aβ accumulation. High Aβ accumulators displayed extensive Aβ pathology predominantly in the medial orbito-frontal cortex, cingulate cortex, and precuneus, along with GM atrophy in temporal, occipital, orbito-frontal, and parietal areas. ɛ4 carriers with memory decline exhibited greater Aβ accumulation and GM atrophy in selective regions compared to non-carriers with memory decline, while no genotype difference was observed in individuals without decline. No interaction effect was observed for MCI diagnosis. Regional associations between the two biomarkers were similarly dependent on genotype and memory decline. ɛ4 carriers exhibiting memory decline present an accelerated neurobiological pattern at predementia stages, supporting early ɛ4 carrier monitoring and interventions in this at-risk group. Importantly, memory decline might be more informative than MCI regarding AD pathology progression emphasizing the importance of repeated cognitive assessments.
KW - APOE
KW - Aging
KW - Alzheimer’s disease
KW - Amyloid
KW - Atrophy
KW - Biomarker
KW - Cognitive decline
KW - Memory
KW - Neuroimaging
UR - http://www.scopus.com/inward/record.url?scp=105002058443&partnerID=8YFLogxK
U2 - 10.1007/s11357-025-01610-z
DO - 10.1007/s11357-025-01610-z
M3 - Article
C2 - 40167963
AN - SCOPUS:105002058443
SN - 2509-2715
JO - GeroScience
JF - GeroScience
M1 - e12019
ER -