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Research ArticleAdult Brain
Open Access

The First Examination of Diagnostic Performance of Automated Measurement of the Callosal Angle in 1856 Elderly Patients and Volunteers Indicates That 12.4% of Exams Met the Criteria for Possible Normal Pressure Hydrocephalus

M. Borzage, A. Saunders, J. Hughes, J.G. McComb, S. Blüml and K.S. King
American Journal of Neuroradiology November 2021, 42 (11) 1942-1948; DOI: https://doi.org/10.3174/ajnr.A7294
M. Borzage
aFrom the Fetal and Neonatal Institute, Division of Neonatology (M.B.)
dDepartment of Pediatrics (M.B.)
fRudi Schulte Research Institute (M.B., A.S., S.B., K.S.K.), Santa Barbara, California
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A. Saunders
bDepartment of Radiology (A.S., S.B.)
fRudi Schulte Research Institute (M.B., A.S., S.B., K.S.K.), Santa Barbara, California
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J. Hughes
gDepartment of Neuroradiology (J.H., K.S.K.), Barrow Neurological Institute, Phoenix, Arizona
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J.G. McComb
cDivision of Neurosurgery (J.G.M.), Children’s Hospital Los Angeles, Los Angeles, California
eNeurological Surgery (J.G.M.), Keck School of Medicine, University of Southern California, Los Angeles, California
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S. Blüml
bDepartment of Radiology (A.S., S.B.)
fRudi Schulte Research Institute (M.B., A.S., S.B., K.S.K.), Santa Barbara, California
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K.S. King
fRudi Schulte Research Institute (M.B., A.S., S.B., K.S.K.), Santa Barbara, California
gDepartment of Neuroradiology (J.H., K.S.K.), Barrow Neurological Institute, Phoenix, Arizona
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Abstract

BACKGROUND AND PURPOSE: Many patients with dementia may have comorbid or misdiagnosed normal pressure hydrocephalus, a treatable neurologic disorder. The callosal angle is a validated biomarker for normal pressure hydrocephalus with 93% diagnostic accuracy. Our purpose was to develop and evaluate an algorithm for automatically computing callosal angles from MR images of the brain.

MATERIALS AND METHODS: This article reports the results of analyzing callosal angles from 1856 subjects with 5264 MR images from the Open Access Series of Imaging Studies and the Alzheimer’s Disease Neuroimaging Initiative databases. Measurement variability was examined between 2 neuroradiologists (n = 50) and between manual and automatic measurements (n = 281); from differences in simulated head orientation; and from real-world changes in patients with multiple examinations (n = 906). We evaluated the effectiveness of the automatic callosal angle to differentiate normal pressure hydrocephalus from Alzheimer disease in a simulated cohort.

RESULTS: The algorithm identified that 12.4% of subjects from these carefully screened cohorts had callosal angles of <90°, a published threshold for possible normal pressure hydrocephalus. The intraclass correlation coefficient was 0.97 for agreement between neuroradiologists and 0.90 for agreement between manual and automatic measurement. The method was robust to different head orientations. The median coefficient of variation for repeat examinations was 4.2% (Q1 = 3.1%, Q3 = 5.8%). The simulated classification of normal pressure hydrocephalus versus Alzheimer using the automatic callosal angle had an accuracy, sensitivity, and specificity of 0.87 each.

CONCLUSIONS: In even the most pristine research databases, analyses of the callosal angle indicate that some patients may have normal pressure hydrocephalus. The automatic callosal angle measurement can rapidly and objectively screen for normal pressure hydrocephalus in patients who would otherwise be misdiagnosed.

ABBREVIATIONS:

AD
Alzheimer disease
ADNI
Alzheimer’s Disease Neuroimaging Initiative
CA
callosal angle
DESH
disproportionately enlarged subarachnoid space hydrocephalus
ICC
intraclass correlation coefficient
NPH
normal pressure hydrocephalus
OASIS
Open Access Series of Imaging Studies
  • © 2021 by American Journal of Neuroradiology

Indicates open access to non-subscribers at www.ajnr.org

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American Journal of Neuroradiology: 42 (11)
American Journal of Neuroradiology
Vol. 42, Issue 11
1 Nov 2021
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The First Examination of Diagnostic Performance of Automated Measurement of the Callosal Angle in 1856 Elderly Patients and Volunteers Indicates That 12.4% of Exams Met the Criteria for Possible Normal Pressure Hydrocephalus
M. Borzage, A. Saunders, J. Hughes, J.G. McComb, S. Blüml, K.S. King
American Journal of Neuroradiology Nov 2021, 42 (11) 1942-1948; DOI: 10.3174/ajnr.A7294

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The First Examination of Diagnostic Performance of Automated Measurement of the Callosal Angle in 1856 Elderly Patients and Volunteers Indicates That 12.4% of Exams Met the Criteria for Possible Normal Pressure Hydrocephalus
M. Borzage, A. Saunders, J. Hughes, J.G. McComb, S. Blüml, K.S. King
American Journal of Neuroradiology Nov 2021, 42 (11) 1942-1948; DOI: 10.3174/ajnr.A7294
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