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Updated: Aug 12, 2026

Assessment of Age-related Changes in Cognitive Functions Using EmoCogMeter, a Novel Tablet-computer Based Approach
Published on: February 14, 2014
Neurobiological markers across joint profiles of subjective cognitive decline and objective cognitive function in
Lu Wan1, Chaeryon Kang2,3, Rae Harrison4
1Neuroscience, AdventHealth Research Institute, Orlando, Florida, USA.
Introduction:
Subjective cognitive concerns frequently diverge from objective cognitive performance in cognitively unimpaired (CU) older adults, yet the neurobiological basis of this mismatch remains unclear.
Methods:
In 648 participants from the Investigating Gains in Neurocognition in an Intervention Trial of Exercise (IGNITE), we defined four profiles by integrating subjective and objective cognitive status. We examined associations with plasma neurofilament light chain (NfL), phosphorylated tau 217 (p-tau217), glial fibrillary acidic protein (GFAP), a magnetic resonance imaging-based volumetric Alzheimer's disease (AD) signature reflecting atrophy, and brain-predicted age difference (brain-PAD).
Results:
Joint profiles were differentially associated with NfL (P = 0.0427) and brain-PAD (P = 0.0296). Follow-up contrasts further indicated higher NfL and lower volumetric AD signature in the concordant lower functioning profile, and higher brain-PAD in discordant profiles. p-tau217 and GFAP did not differ across profiles.
Discussion:
Joint subjective-objective cognitive profiles may capture biologically meaningful heterogeneity relevant to neurodegeneration and brain aging in older adults.
Trial Registration:
ClinicalTrials.gov: NCT02875301.
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