Optimal combinations of CSF biomarkers for predicting cognitive decline and clinical conversion in cognitively unimpaired participants and mild cognitive impairment patients: A multi-cohort study

Gemma Salvad?, Victoria Larsson, Karly A. Cody, Nicholas C. Cullen, Erin M. Jonaitis, Erik Stomrud, Gwendlyn Kollmorgen, Norbert Wild, Sebastian Palmqvist, Shorena Janelidze, Niklas Mattsson-Carlgren, Henrik Zetterberg, Kaj Blennow, Sterling C. Johnson, Rik Ossenkoppele, Oskar Hansson

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)

Abstract

Introduction: Our objective was determining the optimal combinations of cerebrospinal fluid (CSF) biomarkers for predicting disease progression in Alzheimer's disease (AD) and other neurodegenerative diseases. Methods: We included 1,983 participants from three different cohorts with longitudinal cognitive and clinical data, and baseline CSF levels of Aβ42, Aβ40, phosphorylated tau at threonine-181 (p-tau), neurofilament light (NfL), neurogranin, α-synuclein, soluble triggering receptor expressed on myeloid cells 2 (sTREM2), glial fibrillary acidic protein (GFAP), YKL-40, S100b, and interleukin 6 (IL-6) (Elecsys NeuroToolKit). Results: Change of modified Preclinical Alzheimer's Cognitive Composite (mPACC) in cognitively unimpaired (CU) was best predicted by p-tau/Aβ42 alone (R 2 ≥ 0.31) or together with NfL (R 2 = 0.25), while p-tau/Aβ42 (R 2 ≥ 0.19) was sufficient to accurately predict change of the Mini-Mental State Examination (MMSE) in mild cognitive impairment (MCI) patients. P-tau/Aβ42 (AUC ≥ 0.87) and p-tau/Aβ42 together with NfL (AUC ≥ 0.75) were the best predictors of conversion to AD and all-cause dementia, respectively. Discussion: P-tau/Aβ42 is sufficient for predicting progression in AD, with very high accuracy. Adding NfL improves the prediction of all-cause dementia conversion and cognitive decline.

Original languageEnglish
Pages (from-to)2943-2955
Number of pages13
JournalAlzheimer's and Dementia
Volume19
Issue number7
Early online date2023
DOIs
Publication statusPublished - Jul 2023

Keywords

  • BioFINDER
  • WADRC
  • WRAP
  • amyloid-β
  • cognitive decline
  • conversion to dementia
  • glial activation
  • inflammation
  • neurodegeneration
  • tau ratio

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