The Cerebrospinal Fluid Proteome of Alzheimer’s Disease Patients: Differentiation and Prediction of Responders and Non-Responders to Lymphatic-Venous Anastomosis
Herein, we describe the identification of protein biomarkers in the cerebrospinal fluid (CSF) of Alzheimer's disease (AD) patients that enable the differentiation of Responders from Non-Responders to lymphatic-venous anastomosis (LVA). Discovery of these potential biomarkers was achieved by deep proteomic analysis on the pre-LVA cerebrospinal fluid in a cohort of 90 patients. A combination of two CSF processing modalities and two computational platforms allowed us to secure the largest CSF proteome ever reported (6711 proteins identified with 4506 proteins quantified at a false-discovery rate of ≤1%). Importantly, we discovered 16 CSF proteins that are expressed differentially between patients who showed documented improvements after LVA (the Responders) and those who showed no improvements (the Non-Responders). Pairing of two of the best-performing potential biomarkers─NPTX2 and IGSF10─gave an accuracy of 0.790 (AUC = 0.854) in correctly identifying Responders and Non-Responders, which improved to 0.827 (AUC = 0.880) after we added a second pair of classical AD biomarkers─p-tau181 and Aβ42─to the test. We found that the classical ELISA biomarker ratio p-tau181/Aβ42 has, by itself, a marginally acceptable accuracy of 0.644 (AUC = 0.662). Our reported observation (in 2025) of a correlation between elevated p-tau181/Aβ42 and responding to LVA is in accordance with the interpretation that Responders have a higher abundance of NPTX2, which indicates better synaptic health. Apparently, the Responders are more resilient, despite an indication of more advanced pathology. In a simulation of the performance in future testing, we performed a 5-fold cross-validation that gave an AUC of 0.859 ± 0.074 and an accuracy of 0.740 ± 0.048 for the small testing group.
Authors
- Zhaoyan Yu
- Yan Li (ORCID: https://orcid.org/0009-0005-5773-2741)
- Qinghua Zhang (ORCID: https://orcid.org/0000-0001-9086-7000)
- K. W. Michael Siu (ORCID: https://orcid.org/0000-0002-9551-6506)
- Xiaoxue Ma (ORCID: https://orcid.org/0000-0003-3402-1910)
- X.G Xu
- Guangqi Xu
- Ivan K. Chu (ORCID: https://orcid.org/0000-0003-0652-975X)
- Vengatesen Thiyagarajan
- Anqi Du
- Joey C. H. Chu
Institutions
- Qilu University of Technology (CN)
- Shandong University (CN)
- Shandong Mental Health Center (CN)
- Istituto di Scienze Marine del Consiglio Nazionale delle Ricerche (IT)
- Shandong Academy of Sciences (CN)
- Shandong First Medical University (CN)
- University of Windsor (CA)
- University of Hong Kong (HK)
Publication Details
- Journal
- Analytical Chemistry
- Published
- 2026-06-25
- DOI
- https://doi.org/10.1021/acs.analchem.6c01031
- Primary Topic
- Dementia and Cognitive Impairment Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00