Voxel-wise insights into early Alzheimer’s disease pathology progression: the association with APOE and memory decline

  • for the Alzheimer's Disease Neuroimaging Initiative
  • , Maha Wybitul
  • , Nicolas Langer
  • , Christoph Hock
  • , Anton Gietl
  • , Valerie Treyer
  • , Balebail Ashok Raj
  • , Kristin Fargher
  • , Amanda Smith
  • , Lisa Raudin
  • , Gloria Chaing
  • , Norman Relkin
  • , Karen Elizabeth Smith
  • , Hyungsub Shim
  • , Laura L.Boles Ponto
  • , Susan K. Schultz
  • , Antero Sarrael
  • , Raymundo Hernando
  • , Nunzio Pomara
  • , Dick Drost
  • Andrew Kertesz, John Rogers, Irina Rachinsky, Stephen Pasternak, Elizabether Finger, David Bachman, Kenneth Spicer, Jacobo Mintzer, Bruce L. Miller, Howard J. Rosen, Stephen Correia, Paul Malloy, Stephen Salloway, Geoffrey Tremont, Henry Querfurth, Brian R. Ott, Franklin Watkins, Pradeep Garg, Jeff D. Williamson, Kaycee M. Sink, Eben S. Schwartz, Tamar J. Kitzmiller, Robert B. Santulli, Karen Anderson, Karen Blank, Godfrey D. Pearlson, Alice D. Brown, Dzintra Celmins, Earl A. Zimmerman, Anahita Adeli, Maria Kataki, Douglas W. Scharre, Michelle Rainka, Horacio Capote, Vernice Bates, Stephanie Reeder, Adam Fleisher, Pierre Tariot, Dana Nguyen, Adrian Preda, Steven G. Potkin, Cynthia M. Carlsson, Sanjay Asthana, Sterling Johnson, Rob Bartha, T. Y. Lee, Michael Borrie, Smita Kittur, Charles DeCarli, John Olichney, Owen Carmichael, Evan Fletcher, Leon Hudson, Paula Ogrocki, Alan Lerner, Joanne Allard, Saba Wolday, Thomas O. Obisesan, Patricia Lynn Johnson, Alexander Norbash, Andrew E. Budson, Ronald Killiany, Neil Kowall, Sherye A. Sirrel, Sandra A. Jacobson, Christine M. Belden, Marwan N. Sabbagh, Jared Tinklenberg, Allyson Rosen, Barton Lane, Joy L. Taylor, Jerome Yesavage, Meghan Frey, Gad Marshall, Keith A. Johnson, Reisa A. Sperling, Brigid Reynolds, Kathleen Johnson, Raymond Scott Turner, Teresa Villena, Walter Martinez, Carl Sadowsky, Nancy Johnson, Chuang Kuo Wu, Kristine Lipowski, Marek Marsel Mesulam, Diana Kerwin, Donna Munic, Charles Bernick, Dick Trost, Michele Assaly Past, Benita Mudge, Howard Feldman, Ging Yuek Robin Hsiung, Curtis Caldwell, Bojana Stefanovic, Sandra Black, Chris Hosein, Howard Bergman, Howard Chertkow, Martha G. MacAvoy, Richard E. Carson, Christopher H. van Dyck, Cynthia Hunt, Scott Herring, Brandy R. Matthews, Ann Marie Hake, Martin R. Farlow, Heather Johnson, Tracy Kendall, Francine Parfitt, Neill R.Graff Radford, George Bartzokis, Po H. Lu, Daniel H.S. Silverman, Ellen Woo, Kathleen Tingus, Liana Apostolova, Russell H. Swerdlow, Heather S. Anderson, Jeffrey M. Burns, Janet S. Cellar, James J. Lah, Allan I. Levey, Michael DeVous, Kristen Martin Cook, Myron Weiner, Richard King, Ramon Diaz Arrastia, Mary Quiceno, Dana Mathews, Kyle Womack, Catherine Mc Adams Ortiz, Gaby Thai, Ruth A. Mulnard, Connie Brand, M. Saleem Ismail, Kelly M. Makino, Kim Martin, Bonnie S. Goldstein, Anton P. Porsteinsson, Donna M. Simpson, Mary Ann Oakley, Oscar L. Lopez, Gary Conrad, Elizabeth Oates, Partha Sinha, Peter Hardy, Greg Jicha, Charles D. Smith, David A. Wolk, Jason H. Karlawish, Steven E. Arnold, Terence Z. Wong, Jeffrey R. Petrella, P. Murali Doraiswamy, Susan De Santi, Lidia Glodzik, Mony J. de Leon, Henry Rusinek, Christina A. Michel, Brittany Cerbone, Dana M. Pogorele, James E. Galvin, Stephanie Kielb, Daniel D’Agostino, Chiadi Onyike, Marilyn Albert, Peggy Roberts, Maria T. Greig, Daniel Varon, Ranjan Duara, Raj C. Shah, Leyla deToledoMorrell, Effie Mitsis, Hillel Grossman, Erik Roberson, John Brockington, Beau Ances, John C. Morris

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Original languageEnglish
Pages (from-to)5825-5842
Number of pages18
JournalGeroScience
Volume47
Issue number4
DOIs
StatePublished - Aug 2025

Keywords

  • APOE
  • Aging
  • Alzheimer’s disease
  • Amyloid
  • Atrophy
  • Biomarker
  • Cognitive decline
  • Memory
  • Neuroimaging

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