TY - JOUR
T1 - A cerebrospinal fluid synaptic protein biomarker for prediction of cognitive resilience versus decline in Alzheimer’s disease
AU - Oh, Hamilton Se Hwee
AU - Urey, Deniz Yagmur
AU - Karlsson, Linda
AU - Zhu, Zeyu
AU - Shen, Yuanyuan
AU - Farinas, Amelia
AU - Timsina, Jigyasha
AU - Duggan, Michael R.
AU - Chen, Jingsha
AU - Guldner, Ian H.
AU - Morshed, Nader
AU - Yang, Chengran
AU - Western, Daniel
AU - Ali, Muhammad
AU - Le Guen, Yann
AU - Trelle, Alexandra
AU - Herukka, Sanna Kaisa
AU - Rauramaa, Tuomas
AU - Hiltunen, Mikko
AU - Lipponen, Anssi
AU - Luikku, Antti J.
AU - Poston, Kathleen L.
AU - Mormino, Elizabeth
AU - Wagner, Anthony D.
AU - Wilson, Edward N.
AU - Channappa, Divya
AU - Leinonen, Ville
AU - Stevens, Beth
AU - Ehrenberg, Alexander J.
AU - Gottesman, Rebecca F.
AU - Coresh, Josef
AU - Walker, Keenan A.
AU - Zetterberg, Henrik
AU - Bennett, David A.
AU - Franzmeier, Nicolai
AU - Hansson, Oskar
AU - Cruchaga, Carlos
AU - Wyss-Coray, Tony
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025/5
Y1 - 2025/5
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=105001532220&partnerID=8YFLogxK
U2 - 10.1038/s41591-025-03565-2
DO - 10.1038/s41591-025-03565-2
M3 - Article
C2 - 40164724
AN - SCOPUS:105001532220
SN - 1078-8956
VL - 31
SP - 1592
EP - 1603
JO - Nature medicine
JF - Nature medicine
IS - 5
M1 - e200018
ER -