TY - JOUR
T1 - Brain network decoupling with increased serum neurofilament and reduced cognitive function in Alzheimer’s disease
AU - Dominantly Inherited Alzheimer Network
AU - Wheelock, Muriah D.
AU - Strain, Jeremy F.
AU - Mansfield, Patricia
AU - Tu, Jiaxin Cindy
AU - Tanenbaum, Aaron
AU - Preische, Oliver
AU - Chhatwal, Jasmeer P.
AU - Cash, David M.
AU - Cruchaga, Carlos
AU - Fagan, Anne M.
AU - Fox, Nick C.
AU - Graff-Radford, Neill R.
AU - Hassenstab, Jason
AU - Jack, Clifford R.
AU - Karch, Celeste M.
AU - Levin, Johannes
AU - McDade, Eric M.
AU - Perrin, Richard J.
AU - Schofield, Peter R.
AU - Xiong, Chengjie
AU - Morris, John C.
AU - Bateman, Randal J.
AU - Jucker, Mathias
AU - Benzinger, Tammie L.S.
AU - Ances, Beau M.
AU - Eggebrecht, Adam T.
AU - Gordon, Brian A.
AU - Adams, Sarah
AU - Allegri, Ricardo
AU - Araki, Aki
AU - Barthelemy, Nicolas
AU - Bateman, Randall
AU - Bechara, Jacob
AU - Benzinger, Tammie
AU - Berman, Sarah
AU - Bodge, Courtney
AU - Brandon, Susan
AU - Brooks, William
AU - Brosch, Jared
AU - Buck, Jill
AU - Buckles, Virginia
AU - Carter, Kathleen
AU - Cash, Dave
AU - Cash, Lisa
AU - Chen, Charlie
AU - Chhatwal, Jasmeer
AU - Chrem, Patricio
AU - Chua, Jasmin
AU - Chui, Helena
AU - Cruchaga, Carlos
AU - Day, Gregory S.
AU - De La Cruz, Chrismary
AU - Denner, Darcy
AU - Diffenbacher, Anna
AU - Dincer, Aylin
AU - Donahue, Tamara
AU - Douglas, Jane
AU - Duong, Duc
AU - Egido, Noelia
AU - Esposito, Bianca
AU - Fagan, Anne
AU - Farlow, Marty
AU - Feldman, Becca
AU - Fitzpatrick, Colleen
AU - Flores, Shaney
AU - Fox, Nick
AU - Franklin, Erin
AU - Friedrichsen, Nelly
AU - Fujii, Hisako
AU - Gardener, Samantha
AU - Ghetti, Bernardino
AU - Goate, Alison
AU - Goldberg, Sarah
AU - Goldman, Jill
AU - Gonzalez, Alyssa
AU - Gordon, Brian
AU - Gräber-Sultan, Susanne
AU - Graff-Radford, Neill
AU - Graham, Morgan
AU - Gray, Julia
AU - Gremminger, Emily
AU - Grilo, Miguel
AU - Groves, Alex
AU - Haass, Christian
AU - Häsler, Lisa
AU - Hassenstab, Jason
AU - Hellm, Cortaiga
AU - Herries, Elizabeth
AU - Hoechst-Swisher, Laura
AU - Hofmann, Anna
AU - Holtzman, David
AU - Hornbeck, Russ
AU - Igor, Yakushev
AU - Ihara, Ryoko
AU - Ikeuchi, Takeshi
AU - Ikonomovic, Snezana
AU - Ishii, Kenji
AU - Jack, Clifford
AU - Jerome, Gina
AU - Johnson, Erik
AU - Jucker, Mathias
AU - Karch, Celeste
AU - Käser, Stephan
AU - Kasuga, Kensaku
AU - Keefe, Sarah
AU - Klunk, William
AU - Koeppe, Robert
AU - Koudelis, Deb
AU - Kuder-Buletta, Elke
AU - Laske, Christoph
AU - Lee, Jae Hong
AU - Levey, Allan
AU - Levin, Johannes
AU - Li, Yan
AU - Lopez, Oscar
AU - Marsh, Jacob
AU - Martinez, Rita
AU - Martins, Ralph
AU - Mason, Neal Scott
AU - Masters, Colin
AU - Mawuenyega, Kwasi
AU - McCullough, Austin
AU - McDade, Eric
AU - Mejia, Arlene
AU - Morenas-Rodriguez, Estrella
AU - Mori, Hiroshi
AU - Morris, John
AU - Mountz, James
AU - Mummery, Cath
AU - Nadkami, Neelesh
AU - Nagamatsu, Akemi
AU - Neimeyer, Katie
AU - Niimi, Yoshiki
AU - Noble, James
AU - Norton, Joanne
AU - Nuscher, Brigitte
AU - O’Connor, Antoinette
AU - Obermüller, Ulricke
AU - Patira, Riddhi
AU - Perrin, Richard
AU - Ping, Lingyan
AU - Preische, Oliver
AU - Renton, Alan
AU - Ringman, John
AU - Salloway, Stephen
AU - Sanchez-Valle, Raquel
AU - Schofield, Peter
AU - Senda, Michio
AU - Seyfried, Nick
AU - Shady, Kristine
AU - Shimada, Hiroyuki
AU - Sigurdson, Wendy
AU - Smith, Jennifer
AU - Smith, Lori
AU - Snitz, Beth
AU - Sohrabi, Hamid
AU - Stephens, Sochenda
AU - Taddei, Kevin
AU - Thompson, Sarah
AU - Vöglein, Jonathan
AU - Wang, Peter
AU - Wang, Qing
AU - Weamer, Elise
AU - Xiong, Chengjie
AU - Xu, Jinbin
AU - Xu, Xiong
N1 - Publisher Copyright:
© The Author(s) 2023. Published by Oxford University Press on behalf of the Guarantors of Brain. All rights reserved.
PY - 2023/7/1
Y1 - 2023/7/1
N2 - Neurofilament light chain, a putative measure of neuronal damage, is measurable in blood and CSF and is predictive of cognitive function in individuals with Alzheimer’s disease. There has been limited prior work linking neurofilament light and functional connectivity, and no prior work has investigated neurofilament light associations with functional connectivity in autosomal dominant Alzheimer’s disease. Here, we assessed relationships between blood neurofilament light, cognition, and functional connectivity in a cross-sectional sample of 106 autosomal dominant Alzheimer’s disease mutation carriers and 76 non-carriers. We employed an innovative network-level enrichment analysis approach to assess connectome-wide associations with neurofilament light. Neurofilament light was positively correlated with deterioration of functional connectivity within the default mode network and negatively correlated with connectivity between default mode network and executive control networks, including the cingulo-opercular, salience, and dorsal attention networks. Further, reduced connectivity within the default mode network and between the default mode network and executive control networks was associated with reduced cognitive function. Hierarchical regression analysis revealed that neurofilament levels and functional connectivity within the default mode network and between the default mode network and the dorsal attention network explained significant variance in cognitive composite scores when controlling for age, sex, and education. A mediation analysis demonstrated that functional connectivity within the default mode network and between the default mode network and dorsal attention network partially mediated the relationship between blood neurofilament light levels and cognitive function. Our novel results indicate that blood estimates of neurofilament levels correspond to direct measurements of brain dysfunction, shedding new light on the underlying biological processes of Alzheimer’s disease. Further, we demonstrate how variation within key brain systems can partially mediate the negative effects of heightened total serum neurofilament levels, suggesting potential regions for targeted interventions. Finally, our results lend further evidence that low-cost and minimally invasive blood measurements of neurofilament may be a useful marker of brain functional connectivity and cognitive decline in Alzheimer’s disease.
AB - Neurofilament light chain, a putative measure of neuronal damage, is measurable in blood and CSF and is predictive of cognitive function in individuals with Alzheimer’s disease. There has been limited prior work linking neurofilament light and functional connectivity, and no prior work has investigated neurofilament light associations with functional connectivity in autosomal dominant Alzheimer’s disease. Here, we assessed relationships between blood neurofilament light, cognition, and functional connectivity in a cross-sectional sample of 106 autosomal dominant Alzheimer’s disease mutation carriers and 76 non-carriers. We employed an innovative network-level enrichment analysis approach to assess connectome-wide associations with neurofilament light. Neurofilament light was positively correlated with deterioration of functional connectivity within the default mode network and negatively correlated with connectivity between default mode network and executive control networks, including the cingulo-opercular, salience, and dorsal attention networks. Further, reduced connectivity within the default mode network and between the default mode network and executive control networks was associated with reduced cognitive function. Hierarchical regression analysis revealed that neurofilament levels and functional connectivity within the default mode network and between the default mode network and the dorsal attention network explained significant variance in cognitive composite scores when controlling for age, sex, and education. A mediation analysis demonstrated that functional connectivity within the default mode network and between the default mode network and dorsal attention network partially mediated the relationship between blood neurofilament light levels and cognitive function. Our novel results indicate that blood estimates of neurofilament levels correspond to direct measurements of brain dysfunction, shedding new light on the underlying biological processes of Alzheimer’s disease. Further, we demonstrate how variation within key brain systems can partially mediate the negative effects of heightened total serum neurofilament levels, suggesting potential regions for targeted interventions. Finally, our results lend further evidence that low-cost and minimally invasive blood measurements of neurofilament may be a useful marker of brain functional connectivity and cognitive decline in Alzheimer’s disease.
KW - NfL
KW - default mode network
KW - enrichment
KW - functional connectivity
KW - neurodegeneration
KW - resting state
UR - http://www.scopus.com/inward/record.url?scp=85153496096&partnerID=8YFLogxK
U2 - 10.1093/brain/awac498
DO - 10.1093/brain/awac498
M3 - Article
C2 - 36625756
AN - SCOPUS:85153496096
SN - 0006-8950
VL - 146
SP - 2928
EP - 2943
JO - Brain
JF - Brain
IS - 7
ER -