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Published in: Radiological Physics and Technology 1/2016

01-01-2016

Z-score-based semi-quantitative analysis of the volume of the temporal horn of the lateral ventricle on brain CT images

Authors: Noriyuki Takahashi, Toshibumi Kinoshita, Tomomi Ohmura, Yongbum Lee, Eri Matsuyama, Hideto Toyoshima, Du-Yih Tsai

Published in: Radiological Physics and Technology | Issue 1/2016

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Abstract

The volume of the temporal horn of the lateral ventricle (THLV) on brain computed tomography (CT) images is important for neurologic diagnosis. Our purpose in this study was to develop a z-score-based semi-quantitative analysis for estimation of the THLV volume by using voxel-based morphometry. The THLV volume was estimated by use of a z-score mapping method that consisted of four main steps: anatomic standardization, construction of a normal reference database, calculation of the z score, and calculation of the mean z score in a volume of interest (VOI). A mean z score of the CT value obtained from a VOI around the THLV was used as an index for the THLV volume. CT scans from 50 subjects were evaluated. For evaluation of the accuracy of this method for estimating the THLV volume, the THLV volume was determined manually by neuroradiologists (serving as the reference volume). A mean z score was calculated from the VOI for each THLV of the 50 subjects by use of the proposed method. The accuracy of this method was evaluated by use of the relationship between the mean z score and the reference volume. The quadratic polynomial regression equation demonstrated a statistically significant correlation between the mean z score and the reference volume of the THLV (R 2 = 0.94; P < 0.0001). In 92 of 100 THLVs (92 %), the 95 % prediction interval of the regional mean z score captured the reference volume of the THLV. The z-score-based semi-quantitative analysis has the potential quantitatively to estimate the THLV volume on CT images.
Literature
1.
go back to reference DeCarli C, Kaye JA, Horwitz B, Rapoport SI. Critical analysis of the use of computer-assisted transverse axial tomography to study human brain in aging and dementia of the Alzheimer type. Neurology. 1990;40:872–83.CrossRefPubMed DeCarli C, Kaye JA, Horwitz B, Rapoport SI. Critical analysis of the use of computer-assisted transverse axial tomography to study human brain in aging and dementia of the Alzheimer type. Neurology. 1990;40:872–83.CrossRefPubMed
2.
go back to reference DeCarli C, Murphy DG, McIntosh AR, Teichberg D, Schapiro MB, Horwitz B. Discriminant analysis of MRI measures as a method to determine the presence of dementia of the Alzheimer type. Psychiatry Res. 1995;57:119–30.CrossRefPubMed DeCarli C, Murphy DG, McIntosh AR, Teichberg D, Schapiro MB, Horwitz B. Discriminant analysis of MRI measures as a method to determine the presence of dementia of the Alzheimer type. Psychiatry Res. 1995;57:119–30.CrossRefPubMed
3.
go back to reference Jack CR Jr, Petersen RC, Xu Y, O’Brien PC, Smith GE, Ivnik RJ, Tangalos EG, Kokmen E. Rate of medial temporal lobe atrophy in typical aging and Alzheimer’s disease. Neurology. 1998;51:993–9.PubMedCentralCrossRefPubMed Jack CR Jr, Petersen RC, Xu Y, O’Brien PC, Smith GE, Ivnik RJ, Tangalos EG, Kokmen E. Rate of medial temporal lobe atrophy in typical aging and Alzheimer’s disease. Neurology. 1998;51:993–9.PubMedCentralCrossRefPubMed
4.
go back to reference Hosoya T, Yamaguchi K, Adachi M, Itagaki T, Okudaira Y, Suga T. Dilatation of the temporal horn in subarachnoid haemorrhage. Neuroradiology. 1992;34:207–9.CrossRefPubMed Hosoya T, Yamaguchi K, Adachi M, Itagaki T, Okudaira Y, Suga T. Dilatation of the temporal horn in subarachnoid haemorrhage. Neuroradiology. 1992;34:207–9.CrossRefPubMed
5.
go back to reference Johansson I, Bolander HG, Kourtopoulos H. CT showing early ventricular dilatation after subarachnoidal hemorrhage. Acta Radiol. 1992;33:333–7.CrossRefPubMed Johansson I, Bolander HG, Kourtopoulos H. CT showing early ventricular dilatation after subarachnoidal hemorrhage. Acta Radiol. 1992;33:333–7.CrossRefPubMed
6.
go back to reference Hop JW, Brilstra EH, Rinkel GJ. Transient amnesia after perimesencephalic haemorrhage: the role of enlarged temporal horns. J Neurol Neurosurg Psychiatry. 1998;65:590–3.PubMedCentralCrossRefPubMed Hop JW, Brilstra EH, Rinkel GJ. Transient amnesia after perimesencephalic haemorrhage: the role of enlarged temporal horns. J Neurol Neurosurg Psychiatry. 1998;65:590–3.PubMedCentralCrossRefPubMed
7.
go back to reference Frisoni GB, Geroldi C, Beltramello A, Bianchetti A, Binetti G, Bordiga G, DeCarli C, Laakso MP, Soininen H, Testa C, Zanetti O, Trabucchi M. Radial width of the temporal horn: a sensitive measure in Alzheimer disease. Am J Neuroradiol. 2002;23:35–47.PubMed Frisoni GB, Geroldi C, Beltramello A, Bianchetti A, Binetti G, Bordiga G, DeCarli C, Laakso MP, Soininen H, Testa C, Zanetti O, Trabucchi M. Radial width of the temporal horn: a sensitive measure in Alzheimer disease. Am J Neuroradiol. 2002;23:35–47.PubMed
8.
go back to reference Rossi R, Joachim C, Smith AD, Frisoni GB. The CT-based radial width of the temporal horn: pathological validation in AD without cerebrovascular disease. Int J Geriatr Psychiatry. 2004;19:570–4.CrossRefPubMed Rossi R, Joachim C, Smith AD, Frisoni GB. The CT-based radial width of the temporal horn: pathological validation in AD without cerebrovascular disease. Int J Geriatr Psychiatry. 2004;19:570–4.CrossRefPubMed
9.
go back to reference Zhang Y, Londos E, Minthon L, Wattmo C, Liu H, Aspelin P, Wahlund LO. Usefulness of computed tomography linear measurements in diagnosing Alzheimer’s disease. Acta Radiol. 2008;49:91–7.CrossRefPubMed Zhang Y, Londos E, Minthon L, Wattmo C, Liu H, Aspelin P, Wahlund LO. Usefulness of computed tomography linear measurements in diagnosing Alzheimer’s disease. Acta Radiol. 2008;49:91–7.CrossRefPubMed
10.
go back to reference Liu J, Huang S, Ihar V, Ambrosius W, Lee LC, Nowinski WL. Automatic model-guided segmentation of the human brain ventricular system from CT images. Acad Radiol. 2010;17:718–26.CrossRefPubMed Liu J, Huang S, Ihar V, Ambrosius W, Lee LC, Nowinski WL. Automatic model-guided segmentation of the human brain ventricular system from CT images. Acad Radiol. 2010;17:718–26.CrossRefPubMed
11.
go back to reference Gupta V, Ambrosius W, Qian G, Blazejewska A, Kazmierski R, Urbanik A, Nowinski WL. Automatic segmentation of cerebrospinal fluid, white and gray matter in unenhanced computed tomography images. Acad Radiol. 2010;17:1350–8.CrossRefPubMed Gupta V, Ambrosius W, Qian G, Blazejewska A, Kazmierski R, Urbanik A, Nowinski WL. Automatic segmentation of cerebrospinal fluid, white and gray matter in unenhanced computed tomography images. Acad Radiol. 2010;17:1350–8.CrossRefPubMed
12.
go back to reference Poh LE, Gupta V, Johnson A, Kazmierski R, Nowinski WL. Automatic segmentation of ventricular cerebrospinal fluid from ischemic stroke CT images. Neuroinformatics. 2012;10:159–72.CrossRefPubMed Poh LE, Gupta V, Johnson A, Kazmierski R, Nowinski WL. Automatic segmentation of ventricular cerebrospinal fluid from ischemic stroke CT images. Neuroinformatics. 2012;10:159–72.CrossRefPubMed
13.
go back to reference Takahashi N, Tsai DY, Lee Y, Kinoshita T, Ishii K. Z-score mapping method for extracting hypoattenuation areas of hyperacute stroke in unenhanced CT. Acad Radiol. 2010;17:84–92.CrossRefPubMed Takahashi N, Tsai DY, Lee Y, Kinoshita T, Ishii K. Z-score mapping method for extracting hypoattenuation areas of hyperacute stroke in unenhanced CT. Acad Radiol. 2010;17:84–92.CrossRefPubMed
14.
go back to reference Takahashi N, Tsai DY, Lee Y, Kinoshita T, Ishii K, Tamura H, Takahashi S. Usefulness of z-score mapping for quantification of extent of hypoattenuation regions of hyperacute stroke in unhanded CT: analysis of radiologists’ performance. Comput Assist Tomogr. 2010;34:751–6.CrossRef Takahashi N, Tsai DY, Lee Y, Kinoshita T, Ishii K, Tamura H, Takahashi S. Usefulness of z-score mapping for quantification of extent of hypoattenuation regions of hyperacute stroke in unhanded CT: analysis of radiologists’ performance. Comput Assist Tomogr. 2010;34:751–6.CrossRef
15.
go back to reference Friston KJ, Ashburner J, Frith CD, Poline JB, Heather JD, Frackowiak RSJ. Spatial registration and normalization of images. Hum Brain Mapp. 1995;3:165–89.CrossRef Friston KJ, Ashburner J, Frith CD, Poline JB, Heather JD, Frackowiak RSJ. Spatial registration and normalization of images. Hum Brain Mapp. 1995;3:165–89.CrossRef
16.
go back to reference Ashburner J, Friston KJ. Nonlinear spatial normalization using basis functions. Hum Brain Mapp. 1999;7:254–66.CrossRefPubMed Ashburner J, Friston KJ. Nonlinear spatial normalization using basis functions. Hum Brain Mapp. 1999;7:254–66.CrossRefPubMed
17.
go back to reference Giesel FL, Hahn HK, Thomann PA, Widjaja E, Wignall E, von Tengg-Kobligk H, Pantel J, Griffiths PD, Peitgen HO, Schroder J, Essig M. Temporal horn index and volume of medial temporal lobe atrophy using a new semiautomated method for rapid and precise assessment. Am J Neuroradiol. 2006;27:1454–8.PubMed Giesel FL, Hahn HK, Thomann PA, Widjaja E, Wignall E, von Tengg-Kobligk H, Pantel J, Griffiths PD, Peitgen HO, Schroder J, Essig M. Temporal horn index and volume of medial temporal lobe atrophy using a new semiautomated method for rapid and precise assessment. Am J Neuroradiol. 2006;27:1454–8.PubMed
18.
go back to reference Giesel FL, Thomann PA, Hahn HK, Politi M, Stieltjes B, Weber MA, Pantel J, Wilkinson ID, Griffiths PD, Schröder J, Essig M. Comparison of manual direct and automated indirect measurement of hippocampus using magnetic resonance imaging. Eur J Radiol. 2008;66:268–73.CrossRefPubMed Giesel FL, Thomann PA, Hahn HK, Politi M, Stieltjes B, Weber MA, Pantel J, Wilkinson ID, Griffiths PD, Schröder J, Essig M. Comparison of manual direct and automated indirect measurement of hippocampus using magnetic resonance imaging. Eur J Radiol. 2008;66:268–73.CrossRefPubMed
19.
go back to reference Ferrarini L, Palm WM, Olofsen H, van der Landen R, van Buchem MA, Reiber JH, Admiraal-Behloul F. Ventricular shape biomarkers for Alzheimer’s disease in clinical MR images. Magn Reson Med. 2008;59:260–7.CrossRefPubMed Ferrarini L, Palm WM, Olofsen H, van der Landen R, van Buchem MA, Reiber JH, Admiraal-Behloul F. Ventricular shape biomarkers for Alzheimer’s disease in clinical MR images. Magn Reson Med. 2008;59:260–7.CrossRefPubMed
Metadata
Title
Z-score-based semi-quantitative analysis of the volume of the temporal horn of the lateral ventricle on brain CT images
Authors
Noriyuki Takahashi
Toshibumi Kinoshita
Tomomi Ohmura
Yongbum Lee
Eri Matsuyama
Hideto Toyoshima
Du-Yih Tsai
Publication date
01-01-2016
Publisher
Springer Japan
Published in
Radiological Physics and Technology / Issue 1/2016
Print ISSN: 1865-0333
Electronic ISSN: 1865-0341
DOI
https://doi.org/10.1007/s12194-015-0335-0

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