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

被引:53
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
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