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March 29, 2022; 98 (13) Research ArticleOpen Access

Cortical Proteins and Individual Differences in Cognitive Resilience in Older Adults

Andrea R. Zammit, View ORCID ProfileLei Yu, View ORCID ProfileVladislav Petyuk, Julie A. Schneider, View ORCID ProfilePhilip Lawrence De Jager, Hans-Ulrich Klein, David A. Bennett, Aron S. Buchman
First published March 3, 2022, DOI: https://doi.org/10.1212/WNL.0000000000200017
Andrea R. Zammit
From the Rush Alzheimer's Disease Center (A.R.Z., Y.L., J.A.S., D.A.B., A.S.B.), Department of Psychiatry and Behavioral Sciences (A.R.Z.), Department of Neurological Sciences (Y.L., J.A.S., D.A.B., A.S.B.), and Department of Pathology (J.A.S.), Rush University Medical Center, Chicago, IL; Biological Sciences Division (V.P.), Pacific Northwest National Laboratory, Richland, WA; and Center for Translational & Computational Neuroimmunology (P.L.D.J., H.-U.K.), Department of Neurology, Columbia University Medical Center, New York, NY.
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Lei Yu
From the Rush Alzheimer's Disease Center (A.R.Z., Y.L., J.A.S., D.A.B., A.S.B.), Department of Psychiatry and Behavioral Sciences (A.R.Z.), Department of Neurological Sciences (Y.L., J.A.S., D.A.B., A.S.B.), and Department of Pathology (J.A.S.), Rush University Medical Center, Chicago, IL; Biological Sciences Division (V.P.), Pacific Northwest National Laboratory, Richland, WA; and Center for Translational & Computational Neuroimmunology (P.L.D.J., H.-U.K.), Department of Neurology, Columbia University Medical Center, New York, NY.
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Vladislav Petyuk
From the Rush Alzheimer's Disease Center (A.R.Z., Y.L., J.A.S., D.A.B., A.S.B.), Department of Psychiatry and Behavioral Sciences (A.R.Z.), Department of Neurological Sciences (Y.L., J.A.S., D.A.B., A.S.B.), and Department of Pathology (J.A.S.), Rush University Medical Center, Chicago, IL; Biological Sciences Division (V.P.), Pacific Northwest National Laboratory, Richland, WA; and Center for Translational & Computational Neuroimmunology (P.L.D.J., H.-U.K.), Department of Neurology, Columbia University Medical Center, New York, NY.
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Julie A. Schneider
From the Rush Alzheimer's Disease Center (A.R.Z., Y.L., J.A.S., D.A.B., A.S.B.), Department of Psychiatry and Behavioral Sciences (A.R.Z.), Department of Neurological Sciences (Y.L., J.A.S., D.A.B., A.S.B.), and Department of Pathology (J.A.S.), Rush University Medical Center, Chicago, IL; Biological Sciences Division (V.P.), Pacific Northwest National Laboratory, Richland, WA; and Center for Translational & Computational Neuroimmunology (P.L.D.J., H.-U.K.), Department of Neurology, Columbia University Medical Center, New York, NY.
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Philip Lawrence De Jager
From the Rush Alzheimer's Disease Center (A.R.Z., Y.L., J.A.S., D.A.B., A.S.B.), Department of Psychiatry and Behavioral Sciences (A.R.Z.), Department of Neurological Sciences (Y.L., J.A.S., D.A.B., A.S.B.), and Department of Pathology (J.A.S.), Rush University Medical Center, Chicago, IL; Biological Sciences Division (V.P.), Pacific Northwest National Laboratory, Richland, WA; and Center for Translational & Computational Neuroimmunology (P.L.D.J., H.-U.K.), Department of Neurology, Columbia University Medical Center, New York, NY.
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Hans-Ulrich Klein
From the Rush Alzheimer's Disease Center (A.R.Z., Y.L., J.A.S., D.A.B., A.S.B.), Department of Psychiatry and Behavioral Sciences (A.R.Z.), Department of Neurological Sciences (Y.L., J.A.S., D.A.B., A.S.B.), and Department of Pathology (J.A.S.), Rush University Medical Center, Chicago, IL; Biological Sciences Division (V.P.), Pacific Northwest National Laboratory, Richland, WA; and Center for Translational & Computational Neuroimmunology (P.L.D.J., H.-U.K.), Department of Neurology, Columbia University Medical Center, New York, NY.
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David A. Bennett
From the Rush Alzheimer's Disease Center (A.R.Z., Y.L., J.A.S., D.A.B., A.S.B.), Department of Psychiatry and Behavioral Sciences (A.R.Z.), Department of Neurological Sciences (Y.L., J.A.S., D.A.B., A.S.B.), and Department of Pathology (J.A.S.), Rush University Medical Center, Chicago, IL; Biological Sciences Division (V.P.), Pacific Northwest National Laboratory, Richland, WA; and Center for Translational & Computational Neuroimmunology (P.L.D.J., H.-U.K.), Department of Neurology, Columbia University Medical Center, New York, NY.
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Aron S. Buchman
From the Rush Alzheimer's Disease Center (A.R.Z., Y.L., J.A.S., D.A.B., A.S.B.), Department of Psychiatry and Behavioral Sciences (A.R.Z.), Department of Neurological Sciences (Y.L., J.A.S., D.A.B., A.S.B.), and Department of Pathology (J.A.S.), Rush University Medical Center, Chicago, IL; Biological Sciences Division (V.P.), Pacific Northwest National Laboratory, Richland, WA; and Center for Translational & Computational Neuroimmunology (P.L.D.J., H.-U.K.), Department of Neurology, Columbia University Medical Center, New York, NY.
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Cortical Proteins and Individual Differences in Cognitive Resilience in Older Adults
Andrea R. Zammit, Lei Yu, Vladislav Petyuk, Julie A. Schneider, Philip Lawrence De Jager, Hans-Ulrich Klein, David A. Bennett, Aron S. Buchman
Neurology Mar 2022, 98 (13) e1304-e1314; DOI: 10.1212/WNL.0000000000200017

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This article has corrections. Please see:

  • Cortical Proteins and Individual Differences in Cognitive Resilience in Older Adults - April 13, 2022
  • Cortical Proteins and Individual Differences in Cognitive Resilience in Older Adults - November 29, 2022
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Abstract

Background and Objectives Cognitive resilience is a well-recognized concept, but knowledge gaps about its underlying mechanisms have made it difficult to develop instruments that identify older adults with high or low resilience. We tested whether aggregating cortical peptides associated with cognitive resilience into an index can identify adults with higher or lower cognitive resilience.

Methods We used data from 1,192 older decedents, including annual clinical testing, indices of 10 Alzheimer disease (AD) and related dementia (ADRD) pathologies, and 226 proteotypic peptides measured in the dorsal lateral prefrontal cortex. We used linear mixed-effects models to identify peptides that were related to cognitive resilience (i.e., cognitive decline not explained by ADRD pathologies [false discovery rate <0.05]). We aggregated the expression levels of these resilience peptides into a person-specific cognitive resilience index and examined its association with AD clinical and pathologic phenotypes.

Results We constructed a resilience index from 52 of 226 peptides related to cognitive resilience. A higher index was associated with slower cognitive decline (estimate 0.05, SE 0.003, p < 0.001) and slower motor decline (estimate 0.005, SE 0.001, p < 0.001). Most resilience peptides (70%) were specific to cognitive decline, but 30% also provided resilience for motor decline. A higher index was also related to a lower burden of AD pathologies (odds ratio [OR] 0.41, SE 0.01, p < 0.001) and modified the association of AD pathology with cognition in that a higher index modified the negative effects of AD pathology on AD dementia proximate to death (OR 0.70, SE 0.14, p = 0.010). Up to 90% of cognitive resilience peptides were related to AD pathologic phenotypes.

Discussion Cortical proteins may provide some degree of cognitive resilience. These multifunctional proteins also seem to provide resilience to other AD clinical phenotypes and have independent associations with ADRD pathologies. Resilience proteins may be high-value therapeutic targets for drug discovery of interventions that maintain brain health in aging adults via multiple pathways.

Glossary

AD=
Alzheimer disease;
ADRD=
AD and related dementia;
CRI=
cognitive resilience index;
FDR=
false discovery rate;
MAP=
Rush Memory and Aging Project;
MCI=
mild cognitive impairment;
OR=
odds ratio;
ROS=
Religious Orders Study;
SRM=
selective reactive monitoring;
TDP-43=
TAR DNA-binding protein 43

Footnotes

  • Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • The Article Processing Charge was funded by NIH.

  • Editorial, page 519

  • Received June 8, 2021.
  • Accepted in final form January 3, 2022.
  • Copyright © 2022 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Academy of Neurology.

This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND), which permits downloading and sharing the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.

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