VGF in Cerebrospinal Fluid Combined With Conventional Biomarkers Enhances Prediction of Conversion From MCI to AD

被引:26
作者
Llano, Daniel A. [1 ,2 ]
Devanarayan, Priya [3 ]
Devanarayan, Viswanath [4 ,5 ]
机构
[1] Univ Illinois, Dept Mol & Integrat Physiol, Urbana, IL 61801 USA
[2] Carle Neurosci Inst, Urbana, IL USA
[3] Univ Illinois, Dept Math Stat & Comp Sci, Chicago, IL USA
[4] Souderton Area High Sch, Souderton, PA USA
[5] Charles River Labs, Horsham, PA USA
基金
美国国家卫生研究院; 加拿大健康研究院;
关键词
mild cognitive impairment; Alzheimer disease; cerebrospinal fluid; biomarker; VGF; amyloid; tau; hippocampal volume; MILD COGNITIVE IMPAIRMENT; ALZHEIMERS-DISEASE; TOTAL TAU; PHOSPHO-TAU; MRI; IDENTIFICATION; PROGRESSION; BETA-AMYLOID(1-42); CLASSIFICATION; EXPRESSION;
D O I
10.1097/WAD.0000000000000328
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: Previous work has suggested that the brain and cerebrospinal fluid (CSF) levels of a neural protein involved in synaptic transmission, VGF (a noninitialism), may be altered in mild cognitive impairment (MCI) and Alzheimer Disease (AD). The objective of the current work is to examine the potential of CSF levels of a peptide derived from VGF to predict conversion from MCI to AD. Materials and Methods: Using multivariate analytical approaches, the performance of the conventional biomarkers (CSF A beta 1-42 and phosphorylated tau +/- hippocampal volume) was compared with the same biomarkers combined with CSF VGF peptide levels in a large publicly available data set from human subjects. Results: It was observed that VGF peptides are lowered in CSF of patients with AD compared with controls and that combinations of CSF A beta 1-42 and phosphorylated tau, hippocampal volume, and VGF peptide levels outperformed conventional biomarkers alone (hazard ratio=2.2 vs. 3.9), for predicting MCI to AD conversion. Conclusions: CSF VGF enhances the ability of conventional biomarkers to predict MCI to AD conversion. Future work will be needed to determine the specificity of VGF for AD versus other neurodegenerative diseases.
引用
收藏
页码:307 / 314
页数:8
相关论文
共 42 条
[1]  
Alder J, 2003, J NEUROSCI, V23, P10800
[2]  
Beckmann ND, 2018, MULTISCALE CAUSAL NE
[3]   Rapid Progression from Mild Cognitive Impairment to Alzheimer's Disease in Subjects with Elevated Levels of Tau in Cerebrospinal Fluid and the APOE ε4/ε4 Genotype [J].
Blom, Elin S. ;
Giedraitis, Vilmantas ;
Zetterberg, Henrik ;
Fukumoto, Hiroaki ;
Blennow, Kaj ;
Hyman, Bradley T. ;
Irizarry, Michael C. ;
Wahlund, Lars-Olof ;
Lannfelt, Lars ;
Ingelsson, Martin .
DEMENTIA AND GERIATRIC COGNITIVE DISORDERS, 2009, 27 (05) :458-464
[4]   The neurotrophin-inducible gene Vgf regulates hippocampal function and behavior through a brain-derived neurotrophic factor-dependent mechanism [J].
Bozdagi, Ozlem ;
Rich, Erin ;
Tronel, Sophie ;
Sadahiro, Masato ;
Patterson, Kamara ;
Shapiro, Matthew L. ;
Alberini, Cristina M. ;
Huntley, George W. ;
Salton, Stephen R. J. .
JOURNAL OF NEUROSCIENCE, 2008, 28 (39) :9857-9869
[5]   A Parallel Reaction Monitoring Mass Spectrometric Method for Analysis of Potential CSF Biomarkers for Alzheimer's Disease [J].
Brinkmalm, Gunnar ;
Sjodin, Simon ;
Simonsen, Anja Hviid ;
Hasselbalch, Steen Gregers ;
Zetterberg, Henrik ;
Brinkmalm, Ann ;
Blennow, Kaj .
PROTEOMICS CLINICAL APPLICATIONS, 2018, 12 (01)
[6]   A PRIM approach to predictive-signature development for patient stratification [J].
Chen, Gong ;
Zhong, Hua ;
Belousov, Anton ;
Devanarayan, Viswanath .
STATISTICS IN MEDICINE, 2015, 34 (02) :317-342
[7]   Distribution of VGF peptides in the human cortex and their selective changes in Parkinson's and Alzheimer's diseases [J].
Cocco, Cristina ;
D'Amato, Filomena ;
Noli, Barbara ;
Ledda, Antonella ;
Brancia, Carla ;
Bongioanni, Paolo ;
Ferri, Gian-Luca .
JOURNAL OF ANATOMY, 2010, 217 (06) :683-693
[8]   GENE DOSE OF APOLIPOPROTEIN-E TYPE-4 ALLELE AND THE RISK OF ALZHEIMERS-DISEASE IN LATE-ONSET FAMILIES [J].
CORDER, EH ;
SAUNDERS, AM ;
STRITTMATTER, WJ ;
SCHMECHEL, DE ;
GASKELL, PC ;
SMALL, GW ;
ROSES, AD ;
HAINES, JL ;
PERICAKVANCE, MA .
SCIENCE, 1993, 261 (5123) :921-923
[9]   Multiplexed Immunoassay Panel Identifies Novel CSF Biomarkers for Alzheimer's Disease Diagnosis and Prognosis [J].
Craig-Schapiro, Rebecca ;
Kuhn, Max ;
Xiong, Chengjie ;
Pickering, Eve H. ;
Liu, Jingxia ;
Misko, Thomas P. ;
Perrin, Richard J. ;
Bales, Kelly R. ;
Soares, Holly ;
Fagan, Anne M. ;
Holtzman, David M. .
PLOS ONE, 2011, 6 (04)
[10]   Identification of a Simple and Novel Cut-Point Based Cerebrospinal Fluid and MRI Signature for Predicting Alzheimer's Disease Progression that Reinforces the 2018 NIA-AA Research Framework [J].
Devanarayan, Priya ;
Devanarayan, Viswanath ;
Llano, Daniel A. .
JOURNAL OF ALZHEIMERS DISEASE, 2019, 68 (02) :537-550