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Infrared spectroscopy: A new diagnostic tool in Alzheimer disease
Authors:Martin Griebe  Michael Daffertshofer  Mark Stroick  Magdalena Syren  Parviz Ahmad-Nejad  Michael Neumaier  Juergen Backhaus  Michael G. Hennerici  Marc Fatar
Affiliation:1. Department of Neurology, Universitaetsklinikum Mannheim, University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68135 Mannheim, Germany;2. Central Institute of Mental Health, J5, 68159 Mannheim, Germany;3. Institute for Clinical Chemistry, Universitaetsklinikum Mannheim, University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68135 Mannheim, Germany;4. Institute for Instrumental Analysis and Bioanalysis, Mannheim University of Applied Sciences, Windeckstraße 110, 68163 Mannheim, Germany
Abstract:Biological markers play an evolving role in the diagnosis of Alzheimer disease (AD). We compare conventional measurements of cerebrospinal fluid (CSF) tau and β-amyloid1–42 proteins to a novel approach – Fourier transformed infrared (FT-IR) spectroscopy – a simple technique derived from chemical and physical sciences that characterizes intramolecular bonds. For automatic diagnostic analysis, we developed an artificial neural network (ANN). We examined 71 patients with a clinical diagnosis of AD and 66 controls. β-Amyloid1–42 was decreased (sensitivity 80% and specificity 78%); tau was elevated (sensitivity 76% and specificity 88%) in CSF of AD patients. The combined tau/β-amyloid1–42 quotient was able to distinguish healthy from diseased subjects with 99% sensitivity and 86% specificity. The ANN could separate FT-IR spectroscopy data with 88.5% sensitivity and 80% specificity. FT-IR spectroscopy proved to be cost-effective and simple to perform. Diagnostic sensitivity and specificity is in the range of CSF tau and β-amyloid1–42 protein analysis. Larger sample numbers for ANN training and validation could increase diagnostic accuracy and thus prove to be a useful screening tool.
Keywords:AD, Alzheimer disease   ANN, artificial neural network   CDR, clinical dementia rating   CSF, cerebrospinal fluid   DTGS, deuterated triglycine sulphate   FT-IR, Fourier-transform infrared   GDS, global deterioration scale   IR, infrared   MCT, mercury cadmium telluride   MMSE, mini-mental state examination   NPV, negative predictive value   PPV, positive predictive value   SIDAM, Structured Interview for the Diagnosis of Dementia of the Alzheimer-type, Multiinfarct Dementia and Dementias of other Etiologies according to ICD-10 and DSM-III-R
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