Tau pathology mediated the plasma biomarkers and cognitive function in patients with mild cognitive impairment

被引:0
作者
Zhao, Lu [1 ]
Qiu, Qi [1 ]
Zhang, Shaowei [1 ]
Yan, Feng [1 ]
Li, Xia [1 ]
机构
[1] Shanghai Jiao Tong Univ Med, Shanghai Mental Hlth Ctr, Dept Geriatr Psychiat, Shanghai, Peoples R China
关键词
Alzheimer's disease; Plasma biomarker; Positron emission tomography; ADNI; GFAP; NfL; ALZHEIMERS-DISEASE; NATIONAL INSTITUTE; AMYLOID-BETA; ASSOCIATION; DECLINE; GUIDELINES; DIAGNOSIS; DEMENTIA; TANGLES;
D O I
10.1016/j.exger.2024.112535
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Glial fibrillary acidic protein (GFAP) and neurofilament light (NfL) are putative non-amyloid biomarkers indicative of ongoing inflammatory and neurodegenerative disease processes. Hence, this study aimed to demonstrate the relationship between plasma biomarkers (GFAP and NfL) and 18F-AV-1451 tau PET images, and to explore their effects on cognitive function. Ninety-one participants from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database and 20 participants from the Shanghai Action of Prevention Dementia for the Elderly (SHAPE) cohort underwent plasma biomarker testing, 18F-AV-1451 tau PET scans and cognitive function assessments. Within the ADNI, there were 42 cognitively normal (CN) individuals and 49 with mild cognitive impairment (MCI). Similarly, in the SHAPE, we had 10 CN and 10 MCI participants. We calculated the standardized uptake value ratios (SUVRs) for the regions of interest (ROIs) in the 18F-AV-1451 PET scans. Using plasma biomarkers and regional SUVRs, we trained machine learning models to differentiate between MCI and CN subjects with ADNI database and validated in SHAPE. Results showed that eight selected variables (including left amygdala SUVR, right amygdala SUVR, left entorhinal cortex SUVR, age, education, plasma NfL, plasma GFAP, plasma GFAP/ NfL) identified by LASSO could differentiate between the MCI and CN individuals, with AUC ranging from 0.783 to 0.926. Additionally, cognitive function was negatively associated with the plasma biomarkers and tau deposition in amygdala and left entorhinal cortex. Increased tau deposition in amygdala and left entorhinal cortex were related to increased plasma biomarkers. Moreover, tau pathology mediated the effect of plasma biomarkers level on the cognitive decline. The present study provides valuable insights into the association among plasma markers (GFAP and NfL), regional tau deposition and cognitive function. This study reports the mediation effect of brain regions tau deposition on the plasma biomarkers level and cognitive function, indicating the significance of tau pathology in the MCI patients.
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页数:8
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  • [1] Clinical core of the Alzheimer's disease neuroimaging initiative: Progress and plans
    Aisen, Paul S.
    Petersen, Ronald C.
    Donohue, Michael C.
    Gamst, Anthony
    Raman, Rema
    Thomas, Ronald G.
    Walter, Sarah
    Trojanowski, John Q.
    Shaw, Leslie M.
    Beckett, Laurel A.
    Jack, Clifford R., Jr.
    Jagust, William
    Toga, Arthur W.
    Saykin, Andrew J.
    Morris, John C.
    Green, Robert C.
    Weiner, Michael W.
    [J]. ALZHEIMERS & DEMENTIA, 2010, 6 (03) : 239 - 246
  • [2] Radiomics Analysis of Brain [18F]FDG PET/CT to Predict Alzheimer's Disease in Patients with Amyloid PET Positivity: A Preliminary Report on the Application of SPM Cortical Segmentation, Pyradiomics and Machine-Learning Analysis
    Alongi, Pierpaolo
    Laudicella, Riccardo
    Panasiti, Francesco
    Stefano, Alessandro
    Comelli, Albert
    Giaccone, Paolo
    Arnone, Annachiara
    Minutoli, Fabio
    Quartuccio, Natale
    Cupidi, Chiara
    Arnone, Gaspare
    Piccoli, Tommaso
    Grimaldi, Luigi Maria Edoardo
    Baldari, Sergio
    Russo, Giorgio
    [J]. DIAGNOSTICS, 2022, 12 (04)
  • [3] Astrocytes expressing hyperphosphorylated tau protein without glial fibrillary tangles in argyrophilic grain disease
    Botez, G
    Probst, A
    Ipsen, S
    Tolnay, M
    [J]. ACTA NEUROPATHOLOGICA, 1999, 98 (03) : 251 - 256
  • [4] STAGING OF ALZHEIMERS-DISEASE-RELATED NEUROFIBRILLARY CHANGES
    BRAAK, H
    BRAAK, E
    [J]. NEUROBIOLOGY OF AGING, 1995, 16 (03) : 271 - 278
  • [5] NEUROPATHOLOGICAL STAGING OF ALZHEIMER-RELATED CHANGES
    BRAAK, H
    BRAAK, E
    [J]. ACTA NEUROPATHOLOGICA, 1991, 82 (04) : 239 - 259
  • [6] Stages of the Pathologic Process in Alzheimer Disease: Age Categories From 1 to 100 Years
    Braak, Heiko
    Thal, Dietmar R.
    Ghebremedhin, Estifanos
    Del Tredici, Kelly
    [J]. JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY, 2011, 70 (11) : 960 - 969
  • [7] Plasma glial fibrillary acidic protein is elevated in cognitively normal older adults at risk of Alzheimer's disease
    Chatterjee, Pratishtha
    Pedrini, Steve
    Stoops, Erik
    Goozee, Kathryn
    Villemagne, Victor L.
    Asih, Prita R.
    Verberk, Inge M. W.
    Dave, Preeti
    Taddei, Kevin
    Sohrabi, Hamid R.
    Zetterberg, Henrik
    Blennow, Kaj
    Teunissen, Charlotte E.
    Vanderstichele, Hugo M.
    Martins, Ralph N.
    [J]. TRANSLATIONAL PSYCHIATRY, 2021, 11 (01)
  • [8] In Vivo Cortical Spreading Pattern of Tau and Amyloid in the Alzheimer Disease Spectrum
    Cho, Hanna
    Choi, Jae Yong
    Hwang, Mi Song
    Kim, You Jin
    Lee, Hye Mi
    Lee, Hye Sun
    Lee, Jae Hoon
    Ryu, Young Hoon
    Lee, Myung Sik
    Lyoo, Chul Hyoung
    [J]. ANNALS OF NEUROLOGY, 2016, 80 (02) : 247 - 258
  • [9] Plasma Tau Association with Brain Atrophy in Mild Cognitive Impairment and Alzheimer's Disease
    Deters, Kacie D.
    Shannon, L. Risachera
    Kim, Sungeun
    Nhoa, Kwangsik
    West, John D.
    Blennow, Kaj
    Zetterberge, Henrik
    Shaw, Leslie M.
    Trojanowski, John Q.
    Weiner, Michael W.
    Saykin, Andrew J.
    [J]. JOURNAL OF ALZHEIMERS DISEASE, 2017, 58 (04) : 1245 - 1254
  • [10] In vivo Patterns of Tau Pathology, Amyloid-β Burden, and Neuronal Dysfunction in Clinical Variants of Alzheimer's Disease
    Dronse, Julian
    Fliessbach, Klaus
    Bischof, Gerard N.
    von Reutern, Boris
    Faber, Jennifer
    Hammes, Jochen
    Kuhnert, Georg
    Neumaier, Bernd
    Onur, Oezguer A.
    Kukolja, Juraj
    van Eimeren, Thilo
    Jessen, Frank
    Fink, Gereon R.
    Klockgether, Thomas
    Drzezga, Alexander
    [J]. JOURNAL OF ALZHEIMERS DISEASE, 2017, 55 (02) : 465 - 471