Alzheimer s & DementiaNeurosciencePeer-reviewed journal article
Digital cognitive assessments as low-burden markers for predicting future cognitive decline and tau accumulation across the Alzheimer's spectrum
Casey R. VanderlipiD, Craig E.L. StarkiD, Alzheimer’s Disease Neuroimaging Initiative
Abstract
Digital cognitive assessments, particularly those that can be done at home, present as low burden biomarkers for participants and patients alike, but their effectiveness in diagnosis of Alzheimers or predicting its trajectory is still unclear. Here, we assessed what utility or added value these digital cognitive assessments provide for identifying those at high risk for cognitive decline. We analyzed >500 ADNI participants who underwent a brief digital cognitive assessment and A{beta}/tau PET scans, examining their ability to distinguish cognitive status and predict cognitive decline. Performance on the digital cognitive assessment were superior to both cortical A{beta} and entorhinal tau in detecting mild cognitive impairment and future cognitive decline, with mnemonic discrimination deficits emerging as the most critical measure for predicting decline and future tau accumulation. Digital assessments are effective in identifying at-risk individuals, supporting their utility as low-burden tools for early Alzheimers detection and monitoring.
- organism: human
- assay: imaging
- assay: electronic health records
- research focus: differential expression
- approach: statistical model
- Citations
- 28
- FWCI
- 8.23
- Field percentile
- top 1%
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