Drug Development

Rosita Shishegar1,2, Pierrick Bourgeat3, Vincent Dore4,5

  • 1The Australian e-Health Research Centre, CSIRO, Melbourne, VIC, Australia.

Abstract

Insights

Combining amyloid-beta (Aβ) PET scans with Mini-Mental State Examination (MMSE) scores improves prediction of Alzheimer's disease progression in mild cognitive impairment (MCI). This combined approach aids in identifying high-risk individuals for early intervention and clinical trials.

Area of Science:

  • Neurology
  • Biomarkers
  • Neurodegenerative Diseases

Background:

  • Identifying individuals with mild cognitive impairment (MCI) at high risk for Alzheimer's disease (AD) progression is crucial for timely therapeutic interventions.
  • Amyloid-beta (Aβ) Positron Emission Tomography (PET) and cognitive assessments like the Mini-Mental State Examination (MMSE) are key tools in this identification process.

Purpose of the Study:

  • To determine the optimal Aβ PET threshold for identifying MCI individuals likely to progress to AD.
  • To evaluate if combining Aβ PET data with MMSE scores enhances risk stratification for MCI patients.

Main Methods:

  • Analysis of harmonized data from 686 MCI participants (CDR 0.5) across two cohorts (AIBL and ADNI) over 7 years.
  • Cox proportional-hazards models were used, adjusting for sex and APOE4 status, to predict progression to mild dementia due to AD.
  • Optimal thresholds for MMSE (27) and Aβ (44 CL) were identified to maximize hazard ratios at 3 years, categorizing participants into risk groups.

Main Results:

  • Both Aβ PET and MMSE thresholds showed comparable hazard ratios for predicting AD progression.
  • Combining Aβ PET and MMSE significantly improved risk stratification: 50% of MCI patients with low cognition and high Aβ progressed to AD within 3 years, versus only 1 of 308 with high cognition and low Aβ.
  • The low-cognition, high-Aβ group exhibited the fastest cognitive decline, indicated by a significant PACC score decline.

Conclusions:

  • Cognitive performance alone is insufficient for predicting MCI to AD progression.
  • Integrating Aβ PET imaging with MMSE cutoffs provides enhanced prognostic information for prodromal AD.
  • This combined approach is valuable for designing clinical trials and guiding therapeutic strategies for individuals with MCI.

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