Identification of SPARC-like 1 Protein as Part of a Biomarker Panel for Alzheimer's Disease in Cerebrospinal Fluid

被引:51
作者
Vafadar-Isfahani, Baharak [2 ]
Ball, Graham [2 ]
Coveney, Clare [2 ]
Lemetre, Christophe [2 ]
Boocock, David [2 ]
Minthon, Lennart [3 ]
Hansson, Oskar [3 ]
Miles, Amanda Kathleen [2 ]
Janciauskiene, Sabina M. [5 ]
Warden, Donald [4 ]
Smith, A. David [4 ]
Wilcock, Gordon [4 ]
Kalsheker, Noor [1 ]
Rees, Robert [2 ]
Matharoo-Ball, Balwir [6 ]
Morgan, Kevin [1 ]
机构
[1] Univ Nottingham, Queens Med Ctr, Sch Mol Med Sci, Nottingham NG7 2UH, England
[2] Nottingham Trent Univ, Sch Sci & Technol, John van Geest Canc Res Ctr, Nottingham, England
[3] Lund Univ, Dept Clin Sci, Clin Memory Res Unit, Malmo, Sweden
[4] OPTIMA, Oxford, England
[5] Hannover Med Sch, D-3000 Hannover, Germany
[6] Univ Nottingham, Hosp NHS Trust, David Evans Med Res Ctr, Nottingham Hlth Sci Biobank, Nottingham NG7 2UH, England
基金
英国医学研究理事会;
关键词
Alzheimer's disease; biomarker; MALDI-MS; SPARCL1; ARTIFICIAL NEURAL-NETWORKS; MASS-SPECTROMETRY; POTENTIAL BIOMARKERS; PLASMA-TETRANECTIN; PARKINSONS-DISEASE; PROTEOMIC ANALYSIS; GENE-EXPRESSION; BETA; FIBRINOGEN; DIAGNOSIS;
D O I
10.3233/JAD-2011-111505
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
We have used proteomic fingerprinting to investigate diagnosis of Alzheimer's disease (AD). Samples of lumbar cerebrospinal fluid (CSF) from clinically-diagnosed AD cases (n = 33), age-matched controls (n = 20), and mild cognitive impairment (MCI) patients (n = 10) were used to obtain proteomic profiles, followed by bioinformatic analysis that generated a set of potential biomarkers in CSF samples that could discriminate AD cases from controls. The identity of the biomarker ions was determined using mass spectroscopy. The panel of seven peptide biomarker ions was able to discriminate AD patients from controls with a median accuracy of 95% (sensitivity 85%, specificity 97%). When this model was applied to an independent blind dataset from MCI patients, the intensity of signals was intermediate between the control and AD patients implying that these markers could potentially predict patients with early neurodegenerative disease. The panel were identified, in order of predictive ability, as SPARC-like 1 protein, fibrinogen alpha chain precursor, amyloid-beta, apolipoprotein E precursor, serum albumin precursor, keratin type I cytoskeletal 9, and tetranectin. The 7 ion ANN model was further validated using an independent cohort of samples, where the model was able to classify AD cases from controls with median accuracy of 84.5% (sensitivity 93.3%, specificity 75.7%). Validation by immunoassay was performed on the top three identified markers using the discovery samples and an independent sample cohort which was from postmortem confirmed AD patients (n = 17).
引用
收藏
页码:625 / 636
页数:12
相关论文
共 50 条
  • [41] Endostatin Level in Cerebrospinal Fluid of Patients with Alzheimer's Disease
    Salza, Romain
    Oudart, Jean-Baptiste
    Ramont, Laurent
    Maquart, Francois-Xavier
    Bakchine, Serge
    Thoannes, Henri
    Ricard-Blum, Sylvie
    JOURNAL OF ALZHEIMERS DISEASE, 2015, 44 (04) : 1253 - 1261
  • [42] Cerebrospinal fluid microRNAs as potential biomarkers in Alzheimer's disease
    Eddin, Ahmed Noor
    Hamsho, Khaled
    Adi, Ghaith
    Al-Rimawi, Mohammed
    Alfuwais, Mohammed
    Rab, Saleha Abdul
    Alkattan, Khaled
    Yaqinuddin, Ahmed
    FRONTIERS IN AGING NEUROSCIENCE, 2023, 15
  • [43] MicroRNAs in Human Cerebrospinal Fluid as Biomarkers for Alzheimer's Disease
    Lusardi, Theresa A.
    Phillips, Jay I.
    Wiedrick, Jack T.
    Harrington, Christina A.
    Lind, Babett
    Lapidus, Jodi A.
    Quinn, Joseph F.
    Saugstad, Julie A.
    JOURNAL OF ALZHEIMERS DISEASE, 2017, 55 (03) : 1223 - 1233
  • [44] Cerebrospinal fluid biomarkers of Alzheimer's disease
    Xiaojing Sui
    Jianjun Liu
    Xifei Yang
    Neuroscience Bulletin, 2014, 30 (02) : 233 - 242
  • [45] Cerebrospinal Fluid Level of YKL-40 Protein in Preclinical and Prodromal Alzheimer's Disease
    Antonell, Anna
    Mansilla, Alicia
    Rami, Lorena
    Llado, Albert
    Iranzo, Alex
    Olives, Jaume
    Balasa, Mircea
    Sanchez-Valle, Raquel
    Luis Molinuevo, Jose
    JOURNAL OF ALZHEIMERS DISEASE, 2014, 42 (03) : 901 - 908
  • [46] Heart-type fatty acid binding protein and vascular endothelial growth factor: cerebrospinal fluid biomarker candidates for Alzheimer’s disease
    Liang-Hao Guo
    Panagiotis Alexopoulos
    Robert Perneczky
    European Archives of Psychiatry and Clinical Neuroscience, 2013, 263 : 553 - 560
  • [47] Cerebrospinal fluid phosphorylated tau, visinin-like protein-1, and chitinase-3-like protein 1 in mild cognitive impairment and Alzheimer's disease
    Zhang, Hua
    Ng, Kok Pin
    Therriault, Joseph
    Kang, Min Su
    Pascoal, Tharick A.
    Rosa-Neto, Pedro
    Gauthier, Serge
    TRANSLATIONAL NEURODEGENERATION, 2018, 7 (01):
  • [48] Increased protein glycation in cerebrospinal fluid of Alzheimer's disease
    Shuvaev, VV
    Laffont, I
    Serot, JM
    Fujii, J
    Taniguchi, N
    Siest, G
    NEUROBIOLOGY OF AGING, 2001, 22 (03) : 397 - 402
  • [49] Protein-Based Biomarkers in Cerebrospinal Fluid and Blood for Alzheimer’s Disease
    Yongyao Fu
    Deming Zhao
    Lifeng Yang
    Journal of Molecular Neuroscience, 2014, 54 : 739 - 747
  • [50] Proteomic studies of potential cerebrospinal fluid protein markers for Alzheimer's disease
    Puchades, M
    Hansson, SF
    Nilsson, CL
    Andreasen, N
    Blennow, K
    Davidsson, P
    MOLECULAR BRAIN RESEARCH, 2003, 118 (1-2): : 140 - 146