Detectable Neuropsychological Differences in Early Preclinical Alzheimer’s Disease: A Meta-Analysis

S. Duke Han, Caroline P. Nguyen, Nikki H. Stricker, Daniel A. Nation

Research output: Contribution to journalReview articlepeer-review

38 Scopus citations


The development of methods for in vivo detection of cerebral beta amyloid retention and tau accumulation have been increasingly useful in characterizing preclinical Alzheimer’s disease (AD). While the association between these biomarkers and eventual AD has been demonstrated among cognitively intact older adults, the link between biomarkers and neurocognitive ability remains unclear. We conducted a meta-analysis to test the hypothesis that cognitively intact older adults would show statistically discernable differences in neuropsychological performance by amyloid status (amyloid negative = A-, amyloid positive = A+). We secondarily hypothesized a third group characterized by either CSF tau pathology or neurodegeneration, in addition to amyloidosis (A+/N+ or Stage 2), would show lower neuropsychology scores than the amyloid positive group (A+/N- or Stage 1) when compared to the amyloid negative group. Pubmed, PsychINFO, and other sources were searched for relevant articles, yielding 775 total sources. After review for inclusion/exclusion criteria, duplicates, and risk of bias, 61 studies were utilized in the final meta-analysis. Results showed A+ was associated with poorer performance in the domains of global cognitive function, memory, language, visuospatial ability, processing speed, and attention/working memory/executive functions when compared to A-. A+/N+ showed lower performances on memory measures when compared to A+/N- in secondary analyses based on a smaller subset of studies. Results support the notion that neuropsychological measures are sensitive to different stages of preclinical AD among cognitively intact older adults. Further research is needed to determine what constitutes meaningful differences in neuropsychological performance among cognitively intact older adults.

Original languageEnglish (US)
Pages (from-to)305-325
Number of pages21
JournalNeuropsychology Review
Issue number4
StatePublished - Dec 1 2017


  • Biomarker
  • Cognition
  • Meta-analysis
  • Preclinical Alzheimer’s disease

ASJC Scopus subject areas

  • Neuropsychology and Physiological Psychology


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