TY - JOUR
T1 - Surface-based morphometry reveals divergent aging trajectories in veterans with and without traumatic brain injury
AU - for the Alzheimer's Disease Neuroimaging Initiative
AU - Eliason, Michelle C.
AU - Nagella, Amrutha Bindu
AU - Cuadra, Cristian
AU - Wack, David S.
AU - Saleem, Ghazala T.
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 - SinkS, 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 - ParfittH, 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 - Womack, Kyle
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 - Pogorelec, Dana M.
AU - Galvin, James E.
AU - Kielb, Stephanie
AU - Agostino, I. I.
AU - Onyike, Chiadi
AU - Albert, Marilyn
AU - Roberts, Peggy
AU - Greig, Maria T.
AU - Varon, Daniel
AU - Duara, Ranjan
AU - Shah, Raj C.
AU - deToledo-Morrell, Leyla
AU - Mitsis, Effie
AU - Grossman, Hillel
AU - Roberson, Erik
AU - Brockington, John
AU - Ances, Beau
AU - Phillips-Cremins, Jennifer
AU - Morris, John
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025
Y1 - 2025
N2 - This study investigates how traumatic brain injury (TBI) alters cortical aging by comparing cortical thickness (CT) and surface area (SA) in 34 brain regions between TBI survivors and age-matched controls. Using a cross-sectional retrospective design, 105 Vietnam Veterans (32 with moderate-to-severe TBI, 73 controls) were analyzed via surface-based morphometry. Principal Component Analysis (PCA) reduced dimensionality, and Multivariate Analysis of Covariance tested group differences while controlling for age, education, depression, Post-Traumatic Stress Disorder, and intracranial volume. Findings revealed divergent morphometric signatures of aging: the proportion of SA variance explained by the first principal component (PC1) was lower in the TBI cohort compared to controls, particularly in parietal and limbic regions. Conversely, CT variance explained by PC1 was higher in TBI compared to controls, with fewer factor loadings in frontal and occipital regions, suggesting differential structural aging patterns due to TBI. Regression analysis demonstrated a stronger association of SA with age in TBI (R2 = 0.619, p = 0.01), while CT exhibited significant negative age-related thinning in TBI-specific regions (R2 = 0.450, p < 0.001). Together, these results suggest that TBI survivors exhibit structured, yet distinct, cortical remodeling, contrasting with the more diffuse patterns seen in normal aging. The differentiated organization of brain areas based on CT and SA points to brain morphology-based biomarkers capable of distinguishing pathological from normative aging trajectories. These biomarkers hold translational potential for refining diagnostic models of brain age and informing targeted neuromodulation or rehabilitation strategies to support cognitive and functional resilience in older adults with TBI.
AB - This study investigates how traumatic brain injury (TBI) alters cortical aging by comparing cortical thickness (CT) and surface area (SA) in 34 brain regions between TBI survivors and age-matched controls. Using a cross-sectional retrospective design, 105 Vietnam Veterans (32 with moderate-to-severe TBI, 73 controls) were analyzed via surface-based morphometry. Principal Component Analysis (PCA) reduced dimensionality, and Multivariate Analysis of Covariance tested group differences while controlling for age, education, depression, Post-Traumatic Stress Disorder, and intracranial volume. Findings revealed divergent morphometric signatures of aging: the proportion of SA variance explained by the first principal component (PC1) was lower in the TBI cohort compared to controls, particularly in parietal and limbic regions. Conversely, CT variance explained by PC1 was higher in TBI compared to controls, with fewer factor loadings in frontal and occipital regions, suggesting differential structural aging patterns due to TBI. Regression analysis demonstrated a stronger association of SA with age in TBI (R2 = 0.619, p = 0.01), while CT exhibited significant negative age-related thinning in TBI-specific regions (R2 = 0.450, p < 0.001). Together, these results suggest that TBI survivors exhibit structured, yet distinct, cortical remodeling, contrasting with the more diffuse patterns seen in normal aging. The differentiated organization of brain areas based on CT and SA points to brain morphology-based biomarkers capable of distinguishing pathological from normative aging trajectories. These biomarkers hold translational potential for refining diagnostic models of brain age and informing targeted neuromodulation or rehabilitation strategies to support cognitive and functional resilience in older adults with TBI.
KW - Aging
KW - Cortical thickness
KW - Neurodegeneration
KW - Surface area
KW - Traumatic brain injury
UR - https://www.scopus.com/pages/publications/105018470129
U2 - 10.1007/s11357-025-01893-2
DO - 10.1007/s11357-025-01893-2
M3 - Article
C2 - 41023330
AN - SCOPUS:105018470129
SN - 2509-2715
JO - GeroScience
JF - GeroScience
ER -