A cerebrospinal fluid synaptic protein biomarker for prediction of cognitive resilience versus decline in Alzheimer’s disease

Hamilton Se Hwee Oh, Deniz Yagmur Urey, Linda Karlsson, Zeyu Zhu, Yuanyuan Shen, Amelia Farinas, Jigyasha Timsina, Michael R. Duggan, Jingsha Chen, Ian H. Guldner, Nader Morshed, Chengran Yang, Daniel Western, Muhammad Ali, Yann Le Guen, Alexandra Trelle, Sanna Kaisa Herukka, Tuomas Rauramaa, Mikko Hiltunen, Anssi LipponenAntti J. Luikku, Kathleen L. Poston, Elizabeth Mormino, Anthony D. Wagner, Edward N. Wilson, Divya Channappa, Ville Leinonen, Beth Stevens, Alexander J. Ehrenberg, Rebecca F. Gottesman, Josef Coresh, Keenan A. Walker, Henrik Zetterberg, David A. Bennett, Nicolai Franzmeier, Oskar Hansson, Carlos Cruchaga, Tony Wyss-Coray

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

Rates of cognitive decline in Alzheimer’s disease (AD) are extremely heterogeneous. Although biomarkers for amyloid-beta (Aβ) and tau proteins, the hallmark AD pathologies, have improved pathology-based diagnosis, they explain only 20–40% of the variance in AD-related cognitive impairment (CI). To discover novel biomarkers of CI in AD, we performed cerebrospinal fluid (CSF) proteomics on 3,397 individuals from six major prospective AD case–control cohorts. Synapse proteins emerged as the strongest correlates of CI, independent of Aβ and tau. Using machine learning, we derived the CSF YWHAG:NPTX2 synapse protein ratio, which explained 27% of the variance in CI beyond CSF pTau181:Aβ42, 11% beyond tau positron emission tomography, and 28% beyond CSF neurofilament, growth-associated protein 43 and neurogranin in Aβ+ and phosphorylated tau+ (A+T1+) individuals. CSF YWHAG:NPTX2 also increased with normal aging and 20 years before estimated symptom onset in carriers of autosomal dominant AD mutations. Regarding cognitive prognosis, CSF YWHAG:NPTX2 predicted conversion from A+T1+ cognitively normal to mild cognitive impairment (standard deviation increase hazard ratio = 3.0, P = 7.0 × 10–4) and A+T1+ mild cognitive impairment to dementia (standard deviation increase hazard ratio = 2.2, P = 8.2 × 10–16) over a 15-year follow-up, adjusting for CSF pTau181:Aβ42, CSF neurofilament, CSF neurogranin, CSF growth-associated protein 43, age, APOE4 and sex. We also developed a plasma proteomic signature of CI, which we evaluated in 13,401 samples, which partly recapitulated CSF YWHAG:NPTX2. Overall, our findings underscore CSF YWHAG:NPTX2 as a robust prognostic biomarker for cognitive resilience versus AD onset and progression, highlight the potential of plasma proteomics in replacing CSF measurement and further implicate synapse dysfunction as a core driver of AD dementia.

Original languageEnglish
Article numbere200018
Pages (from-to)1592-1603
Number of pages12
JournalNature medicine
Volume31
Issue number5
DOIs
StatePublished - May 2025

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