Pathways to resilience: relationships between cognitive reserve, psychological debt, and Alzheimer’s disease biomarkers

Potentially modifiable lifestyle and psychological factors may influence Alzheimer’s disease (AD)-related brain pathology and cognitive function, thereby influencing cognitive resilience in late life. This cross-sectional study investigated associations and pathways between lifestyle and psychological factors related to cognitive reserve and psychological debt, AD-related biomarkers, and cognitive function, as well as potential differences in these associations between AD risk groups. In total, 298 non-demented older adults (mean age = 69.5 years, 44% women) of the DELCODE study were included. Structural equation modeling was used to assess the associations between the constructs of cognitive reserve (education, occupational complexity, leisure activity participation) and psychological debt (depression and anxiety symptoms, neuroticism, sleep quality), manifest AD-related biomarkers (cerebrospinal fluid [CSF] amyloid-beta [Aβ] 42, splenial white matter hyperintensities [WMH], hippocampal volume), and latent cognitive function of increased AD risk (Preclinical Alzheimer’s Cognitive Composite [PACC]). In the structural equation model, biomarkers were transformed such that higher values indicated greater AD-related brain pathology and age was included as a covariate. Multigroup analyses assessed moderations by established AD risk modifiers, namely sex and apolipoprotein ε4 (APOE ε4) genotype. In the total sample, higher cognitive reserve was associated with better cognitive function (p = .005), independent of AD-related biomarkers. Higher cognitive reserve was associated with lower psychological debt (p = .035); however, neither construct showed a significant association with the AD-related biomarkers (p ≥ .177). AD-related biomarkers of CSF Aβ42 (p = .021), splenial WMH (p = .044), and hippocampal neurodegeneration (p = .007) were each independently associated with lower cognitive function. Most associations were comparable between AD risk groups stratified by sex and APOE ε4 genotype. The relationships between cognitive reserve and psychological debt, and between CSF Aβ42 and splenial WMH were stronger in APOE ε4 non-carriers than in carriers (all p ≤ .020). Cognitive reserve emerges as a key resilience pathway, supporting late-life cognition independently of AD-related pathology, with largely consistent effects across AD risk groups. The role of psychological debt warrants longitudinal investigation, particularly in vulnerable older populations. German Clinical Trials Register: DRKS00007966, Registered: 4 May 2015.

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Journal
Alzheimer s Research & Therapy
Published
2026-04-24
DOI
https://doi.org/10.1186/s13195-026-02054-z
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
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article

Pathways to resilience: relationships between cognitive reserve, psychological debt, and Alzheimer’s disease biomarkers

René Mauer, Ayda Rostamzadeh, Lukas Preis, Natalie L. Marchant et al.
Alzheimer s Research & Therapy
Dementia and Cognitive Impairment Research
article

Pathways to resilience: relationships between cognitive reserve, psychological debt, and Alzheimer’s disease biomarkers

René Mauer, Ayda Rostamzadeh, Lukas Preis, Natalie L. Marchant, Olga Klimecki, Gabriel Ziegler, Sophia Stoecklein, Luca Kleineidam, Miranka Wirth, Franka Glöckner, Ylenia D’elia, Sebastian Sodenkamp, Falk Lüsebrink, Peter Dechent, Sandra Röske, Hanna Boscheck, Björn Hendrik Schott, Marie Kronmüller, Maxie Luft, R Perneczky, E Düzel, A Spottke, O Peters, J Priller, M Wagner, C Laske, F Jessen, Daniel Janowitz, Eike Spruth, Alfredo Ramirez, DELCODE study group, Ingo Kilimann, Stefan Hetzer, Selin Senguel, Anja Schneider, Jens Wiltfang, Boris Rauchmann, Julian Hellmann-Regen, Wenzel Glanz, Frederic Brosseron, Klaus Fliessbach, Katharina Buerger, Renat Yakupov, Stefan Teipel
article en

Abstract

Potentially modifiable lifestyle and psychological factors may influence Alzheimer’s disease (AD)-related brain pathology and cognitive function, thereby influencing cognitive resilience in late life. This cross-sectional study investigated associations and pathways between lifestyle and psychological factors related to cognitive reserve and psychological debt, AD-related biomarkers, and cognitive function, as well as potential differences in these associations between AD risk groups. In total, 298 non-demented older adults (mean age = 69.5 years, 44% women) of the DELCODE study were included. Structural equation modeling was used to assess the associations between the constructs of cognitive reserve (education, occupational complexity, leisure activity participation) and psychological debt (depression and anxiety symptoms, neuroticism, sleep quality), manifest AD-related biomarkers (cerebrospinal fluid [CSF] amyloid-beta [Aβ] 42, splenial white matter hyperintensities [WMH], hippocampal volume), and latent cognitive function of increased AD risk (Preclinical Alzheimer’s Cognitive Composite [PACC]). In the structural equation model, biomarkers were transformed such that higher values indicated greater AD-related brain pathology and age was included as a covariate. Multigroup analyses assessed moderations by established AD risk modifiers, namely sex and apolipoprotein ε4 (APOE ε4) genotype. In the total sample, higher cognitive reserve was associated with better cognitive function (p = .005), independent of AD-related biomarkers. Higher cognitive reserve was associated with lower psychological debt (p = .035); however, neither construct showed a significant association with the AD-related biomarkers (p ≥ .177). AD-related biomarkers of CSF Aβ42 (p = .021), splenial WMH (p = .044), and hippocampal neurodegeneration (p = .007) were each independently associated with lower cognitive function. Most associations were comparable between AD risk groups stratified by sex and APOE ε4 genotype. The relationships between cognitive reserve and psychological debt, and between CSF Aβ42 and splenial WMH were stronger in APOE ε4 non-carriers than in carriers (all p ≤ .020). Cognitive reserve emerges as a key resilience pathway, supporting late-life cognition independently of AD-related pathology, with largely consistent effects across AD risk groups. The role of psychological debt warrants longitudinal investigation, particularly in vulnerable older populations. German Clinical Trials Register: DRKS00007966, Registered: 4 May 2015.

Alzheimer s Research & TherapyVol. 18(1)
University of Southern California (US), University of Cologne (DE), Universität Innsbruck (AT), University Hospital Bonn (DE), German Center for Neurodegenerative Diseases (DE), LMU Klinikum (DE), Zimmer Biomet (Germany) (DE), Institute for Neurodegenerative Disorders (US), Munich Cluster for Systems Neurology (DE), Universitätsmedizin Göttingen (DE), European Neuroscience Institute Göttingen (DE), UK Dementia Research Institute (GB), Cologne Excellence Cluster on Cellular Stress Responses in Aging Associated Diseases (DE), Hertie Institute for Clinical Brain Research (DE), Carl Gustav Carus-Institut (DE), University Hospital Cologne (DE), University Hospital Carl Gustav Carus (DE), University College London (GB), University of Rostock (DE), Imperial College London (GB), University of Aveiro (PT), Technical University of Munich (DE), University of Göttingen (DE), Technische Universität Dresden (DE), Charité - Universitätsmedizin Berlin (DE), University of Tübingen (DE), Ludwig-Maximilians-Universität München (DE), University of Sheffield (GB), Otto-von-Guericke-Universität Magdeburg (DE), University of Edinburgh (GB)
Openalex Percentile: Top 16%
Dementia and Cognitive Impairment Research
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