TY - JOUR
T1 - Plasma extracellular vesicles tau and β-amyloid as biomarkers of cognitive dysfunction of Parkinson's disease
AU - Chung, Chen Chih
AU - Chan, Lung
AU - Chen, Jia Hung
AU - Bamodu, Oluwaseun Adebayo
AU - Chiu, Hung Wen
AU - Hong, Chien Tai
N1 - Funding Information:
This work was supported by grants from the Ministry of Science and Technology (MOST 107‐2314‐B‐038‐043) and Taipei Medical University ‐ Shuang Ho Hospital (108YSR‐02)
Funding Information:
This work was supported by grants from the Ministry of Science and Technology (MOST 107-2314-B-038-043) and Taipei Medical University - Shuang Ho Hospital (108YSR-02)
Publisher Copyright:
© 2021 Federation of American Societies for Experimental Biology.
PY - 2021/10
Y1 - 2021/10
N2 - The contribution of circulatory tau and β-amyloid in Parkinson's disease (PD), especially the cognitive function, remains inconclusive. Extracellular vesicles (EVs) cargo these proteins throughout the bloodstream after they are directly secreted from many cells, including neurons. The present study aims to investigate the role of the plasma EV-borne tau and β-amyloid as biomarkers for cognitive dysfunction in PD by investigating subjects with mild to moderate stage of PD (n = 116) and non-PD controls (n = 46). Plasma EVs were isolated, and immunomagnetic reduction-based immunoassay was used to assess the levels of α-synuclein, tau, and β-amyloid 1-42 (Aβ1-42) within the EVs. Artificial neural network (ANN) models were then applied to predict cognitive dysfunction. We observed no significant difference in plasma EV tau and Aβ1-42 between PD patients and controls. Plasma EV tau was significantly associated with cognitive function. Moreover, plasma EV tau and Aβ1-42 were significantly elevated in PD patients with cognitive impairment when compared to PD patients with optimal cognition. The ANN model used the plasma EV α-synuclein, tau, and Aβ1-42, as well as the patient's age and gender, as predicting factors. The model achieved an accuracy of 91.3% in identifying cognitive dysfunction in PD patients, and plasma EV tau and Aβ1-42 are the most valuable factors. In conclusion, plasma EV tau and Aβ1-42 are significant markers of cognitive function in PD patients. Combining with the plasma EV α-synuclein, age, and sex, plasma EV tau and Aβ1-42 can identify cognitive dysfunction in PD patients. This study corroborates the prognostic roles of plasma EV tau and Aβ1-42 in PD.
AB - The contribution of circulatory tau and β-amyloid in Parkinson's disease (PD), especially the cognitive function, remains inconclusive. Extracellular vesicles (EVs) cargo these proteins throughout the bloodstream after they are directly secreted from many cells, including neurons. The present study aims to investigate the role of the plasma EV-borne tau and β-amyloid as biomarkers for cognitive dysfunction in PD by investigating subjects with mild to moderate stage of PD (n = 116) and non-PD controls (n = 46). Plasma EVs were isolated, and immunomagnetic reduction-based immunoassay was used to assess the levels of α-synuclein, tau, and β-amyloid 1-42 (Aβ1-42) within the EVs. Artificial neural network (ANN) models were then applied to predict cognitive dysfunction. We observed no significant difference in plasma EV tau and Aβ1-42 between PD patients and controls. Plasma EV tau was significantly associated with cognitive function. Moreover, plasma EV tau and Aβ1-42 were significantly elevated in PD patients with cognitive impairment when compared to PD patients with optimal cognition. The ANN model used the plasma EV α-synuclein, tau, and Aβ1-42, as well as the patient's age and gender, as predicting factors. The model achieved an accuracy of 91.3% in identifying cognitive dysfunction in PD patients, and plasma EV tau and Aβ1-42 are the most valuable factors. In conclusion, plasma EV tau and Aβ1-42 are significant markers of cognitive function in PD patients. Combining with the plasma EV α-synuclein, age, and sex, plasma EV tau and Aβ1-42 can identify cognitive dysfunction in PD patients. This study corroborates the prognostic roles of plasma EV tau and Aβ1-42 in PD.
KW - ANN model
KW - cognition
KW - extracellular vesicles
KW - Parkinson's disease
KW - tau
KW - β-amyloid
UR - http://www.scopus.com/inward/record.url?scp=85115787902&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85115787902&partnerID=8YFLogxK
U2 - 10.1096/fj.202100787R
DO - 10.1096/fj.202100787R
M3 - Article
C2 - 34478572
AN - SCOPUS:85115787902
SN - 0892-6638
VL - 35
JO - FASEB Journal
JF - FASEB Journal
IS - 10
M1 - e21895
ER -