Title | Differential diagnosis of normal pressure hydrocephalus by MRI mean diffusivity histogram analysis. |
Publication Type | Journal Article |
Year of Publication | 2013 |
Authors | Ivkovic M, Liu B, Ahmed F, Moore D, Huang C, Raj A, Kovanlikaya I, Heier L, Relkin N |
Journal | AJNR Am J Neuroradiol |
Volume | 34 |
Issue | 6 |
Pagination | 1168-74 |
Date Published | 2013 Jun-Jul |
ISSN | 1936-959X |
Keywords | Aged, Aged, 80 and over, Alzheimer Disease, Brain, Diagnosis, Differential, Female, Humans, Hydrocephalus, Normal Pressure, Image Processing, Computer-Assisted, Lewy Body Disease, Magnetic Resonance Imaging, Male, Middle Aged, Models, Theoretical, Neurodegenerative Diseases, Parkinson Disease, Reproducibility of Results, Sensitivity and Specificity |
Abstract | BACKGROUND AND PURPOSE: Accurate diagnosis of normal pressure hydrocephalus is challenging because the clinical symptoms and radiographic appearance of NPH often overlap those of other conditions, including age-related neurodegenerative disorders such as Alzheimer and Parkinson diseases. We hypothesized that radiologic differences between NPH and AD/PD can be characterized by a robust and objective MR imaging DTI technique that does not require intersubject image registration or operator-defined regions of interest, thus avoiding many pitfalls common in DTI methods. MATERIALS AND METHODS: We collected 3T DTI data from 15 patients with probable NPH and 25 controls with AD, PD, or dementia with Lewy bodies. We developed a parametric model for the shape of intracranial mean diffusivity histograms that separates brain and ventricular components from a third component composed mostly of partial volume voxels. To accurately fit the shape of the third component, we constructed a parametric function named the generalized Voss-Dyke function. We then examined the use of the fitting parameters for the differential diagnosis of NPH from AD, PD, and DLB. RESULTS: Using parameters for the MD histogram shape, we distinguished clinically probable NPH from the 3 other disorders with 86% sensitivity and 96% specificity. The technique yielded 86% sensitivity and 88% specificity when differentiating NPH from AD only. CONCLUSIONS: An adequate parametric model for the shape of intracranial MD histograms can distinguish NPH from AD, PD, or DLB with high sensitivity and specificity. |
DOI | 10.3174/ajnr.A3368 |
Alternate Journal | AJNR Am J Neuroradiol |
PubMed ID | 23257611 |
PubMed Central ID | PMC7964573 |
Related Institute:
MRI Research Institute (MRIRI)