Skip to main content
Top
Published in: Annals of Nuclear Medicine 6/2013

Open Access 01-07-2013 | Original Article

Voxel-based analysis of 201Tl SPECT for grading and diagnostic accuracy of gliomas: comparison with ROI analysis

Authors: Tomoyuki Kuwako, Sunao Mizumura, Ryusuke Murakami, Tamiko Yoshida, Masato Shiiba, Hidetaka Sato, Yoshimitsu Fukushima, Akira Teramoto, Shin-ichiro Kumita

Published in: Annals of Nuclear Medicine | Issue 6/2013

Login to get access

Abstract

Purpose

The aim of this retrospective study was to assess the utility of a voxel-based analysis (VBA) method for 201Tl SPECT in glioma, compared to conventional ROI analysis.

Methods

We recruited 24 patients with glioma (high-grade 15; low-grade 9), for whom pre-operative 201Tl SPECT and MRI were performed. SPECT images were coregistered with MRI. The uptake ratio (UR) images of tumor to contralateral normal tissue were measured on early and delayed images, and the 201Tl retention index (RI) map was calculated from the early and delayed uptake ratio maps. In the ROI analysis, tumors were traced on a UR map, and the mean and maximal uptake ratio values on the early images were, respectively, defined as the mean and maximal UR. The mean and maximal RI values (mean and maximal RI) were calculated by division of the mean and maximal UR, respectively, on the delayed image by the mean and maximal UR on the early image. For the RI map calculated voxel by voxel, the maximal RI value was defined as VBA-RI. We evaluated sensitivity and accuracy of differential analysis with the mean and maximal UR, RI, and VBA-RI.

Results

The high- and low-grade groups showed no significant difference in mean and maximal RI (0.98 ± 0.12 vs. 1.05 ± 0.09 and 0.98 ± 0.18 vs. 1.05 ± 0.14, respectively). The AUC and accuracy of the mean and maximal RI were 0.681 and 66.7 %, and 0.622 and 62.5 %, respectively. In contrast, VBA-RI was higher in high-grade than in low-grade glioma (1.69 ± 0.27 vs. 0.68 ± 0.66, p < 0.001). The AUC and accuracy of VBA-RI were 0.963 and 95.8 %, which are higher than those obtained for mean (p < 0.05) and maximal RI (p < 0.01). There was no significant difference in ROC between the VBA-RI and the mean UR (0.911, p = 0.456) and maximal UR (0.933, p = 0.639); however, the AUC, sensitivity, and diagnostic accuracy of VBA-RI were all higher than those of the mean and maximal UR.

Conclusion

The voxel-based analysis method of 201Tl SPECT may improve diagnostic performance for gliomas, compared with ROI analysis.
Literature
1.
go back to reference Katano H, Karasawa K, Sugiyama N, Yamashita N, Ohkura A, Watanabe K, et al. Comparison of thallium-201 uptake and retention indices for evaluation of brain lesions with SPECT. J Clin Neurosci. 2002;9(6):653–8.PubMedCrossRef Katano H, Karasawa K, Sugiyama N, Yamashita N, Ohkura A, Watanabe K, et al. Comparison of thallium-201 uptake and retention indices for evaluation of brain lesions with SPECT. J Clin Neurosci. 2002;9(6):653–8.PubMedCrossRef
2.
go back to reference Matheja P, Rickert C, Weckesser M, Palkovic S, Löttgen J, Riemann B, et al. Sequential scintigraphic strategy for the differentiation of brain tumours. Eur J Nucl Med. 2000;27(5):550–8.PubMedCrossRef Matheja P, Rickert C, Weckesser M, Palkovic S, Löttgen J, Riemann B, et al. Sequential scintigraphic strategy for the differentiation of brain tumours. Eur J Nucl Med. 2000;27(5):550–8.PubMedCrossRef
3.
go back to reference Otsuka H, Shinbata H, Hieda M, Yamashita K, Kitamura H, Senba T, et al. The retention indices of 201Tl-SPECT in brain tumors. Ann Nucl Med. 2002;16(7):455–9.PubMedCrossRef Otsuka H, Shinbata H, Hieda M, Yamashita K, Kitamura H, Senba T, et al. The retention indices of 201Tl-SPECT in brain tumors. Ann Nucl Med. 2002;16(7):455–9.PubMedCrossRef
4.
go back to reference Sun D, Liu Q, Liu W, Hu W. Clinical application of 201Tl SPECT imaging of brain tumors. J Nucl Med. 2000;41(1):5–10.PubMed Sun D, Liu Q, Liu W, Hu W. Clinical application of 201Tl SPECT imaging of brain tumors. J Nucl Med. 2000;41(1):5–10.PubMed
5.
go back to reference Gómez-Río M, Martínez Del Valle Torres D, Rodríguez-Fernández A, Llamas-Elvira JM, Lozano SO, Font CR, et al. 201Tl-SPECT in low-grade gliomas: diagnostic accuracy in differential diagnosis between tumour recurrence and radionecrosis. Eur J Nucl Med Mol Imaging. 2004;31(9):1237–43.PubMedCrossRef Gómez-Río M, Martínez Del Valle Torres D, Rodríguez-Fernández A, Llamas-Elvira JM, Lozano SO, Font CR, et al. 201Tl-SPECT in low-grade gliomas: diagnostic accuracy in differential diagnosis between tumour recurrence and radionecrosis. Eur J Nucl Med Mol Imaging. 2004;31(9):1237–43.PubMedCrossRef
6.
go back to reference Lorberboym M, Mandell LR, Mosesson RE, Germano I, Lou W, DaCosta M, et al. The role of thallium-201 uptake and retention in intracranial tumors after radiotherapy. J Nucl Med. 1997;38(2):223–6.PubMed Lorberboym M, Mandell LR, Mosesson RE, Germano I, Lou W, DaCosta M, et al. The role of thallium-201 uptake and retention in intracranial tumors after radiotherapy. J Nucl Med. 1997;38(2):223–6.PubMed
7.
go back to reference Tie J, Gunawardana DH, Rosenthal MA. Differentiation of tumor recurrence from radiation necrosis in high-grade gliomas using 201Tl-SPECT. J Clin Neurosci. 2008;15(12):1327–34.PubMedCrossRef Tie J, Gunawardana DH, Rosenthal MA. Differentiation of tumor recurrence from radiation necrosis in high-grade gliomas using 201Tl-SPECT. J Clin Neurosci. 2008;15(12):1327–34.PubMedCrossRef
8.
go back to reference Ancri D, Basset JY, Lonchampt MF, Etavard C. Diagnosis of cerebral lesions by Thallium 201. Radiology. 1978;128(2):417–22.PubMed Ancri D, Basset JY, Lonchampt MF, Etavard C. Diagnosis of cerebral lesions by Thallium 201. Radiology. 1978;128(2):417–22.PubMed
9.
go back to reference Kaplan WD, Takvorian T, Morris JH, Rumbaugh CL, Connolly BT, Atkins HL. Thallium-201 brain tumor imaging: a comparative study with pathologic correlation. J Nucl Med. 1987;28(1):47–52.PubMed Kaplan WD, Takvorian T, Morris JH, Rumbaugh CL, Connolly BT, Atkins HL. Thallium-201 brain tumor imaging: a comparative study with pathologic correlation. J Nucl Med. 1987;28(1):47–52.PubMed
10.
go back to reference Qiu M, Li Q, Liu G, Xie B, Wang J. Voxel-based analysis of white matter during adolescence and young adulthood. Brain Dev. 2010;32(7):531–7.PubMedCrossRef Qiu M, Li Q, Liu G, Xie B, Wang J. Voxel-based analysis of white matter during adolescence and young adulthood. Brain Dev. 2010;32(7):531–7.PubMedCrossRef
11.
go back to reference Hirano T, Otake H, Kazama K, Wakabayashi K, Zama A, Shibasaki T, et al. Technetium-99m(V)-DMSA and thallium-201 in brain tumor imaging: correlation with histology and malignant grade. J Nucl Med. 1997;38(11):1741–9.PubMed Hirano T, Otake H, Kazama K, Wakabayashi K, Zama A, Shibasaki T, et al. Technetium-99m(V)-DMSA and thallium-201 in brain tumor imaging: correlation with histology and malignant grade. J Nucl Med. 1997;38(11):1741–9.PubMed
12.
go back to reference Motoyama K, Suga K, Kume N, Hara A, Ishikawa Y, Matsunaga N, et al. Relationship between thallium-201 kinetics and proliferative activity assessed by monoclonal antibody MIB-1 in brain tumours. Eur J Nucl Med. 2001;28(10):1471–81.PubMedCrossRef Motoyama K, Suga K, Kume N, Hara A, Ishikawa Y, Matsunaga N, et al. Relationship between thallium-201 kinetics and proliferative activity assessed by monoclonal antibody MIB-1 in brain tumours. Eur J Nucl Med. 2001;28(10):1471–81.PubMedCrossRef
13.
go back to reference Tonami N, Hisada K. Thallium-201 SPECT in the evaluation of gliomas. J Nucl Med. 1993;34(12):2089–90.PubMed Tonami N, Hisada K. Thallium-201 SPECT in the evaluation of gliomas. J Nucl Med. 1993;34(12):2089–90.PubMed
14.
go back to reference Oriuchi N, Tamura M, Shibazaki T, Ohye C, Watanabe N, Tateno M, et al. Clinical evaluation of thallium-201 SPECT in supratentorial gliomas: relationship to histologic grade, prognosis and proliferative activities. J Nucl Med. 1993;34(12):2085–9.PubMed Oriuchi N, Tamura M, Shibazaki T, Ohye C, Watanabe N, Tateno M, et al. Clinical evaluation of thallium-201 SPECT in supratentorial gliomas: relationship to histologic grade, prognosis and proliferative activities. J Nucl Med. 1993;34(12):2085–9.PubMed
15.
go back to reference Källén K, Heiling M, Andersson AM, Brun A, Holtås S, Ryding E. Preoperative grading of glioma malignancy with thallium-201 single-photon emission CT: comparison with conventional CT. AJNR Am J Neuroradiol. 1996;17(5):925–32.PubMed Källén K, Heiling M, Andersson AM, Brun A, Holtås S, Ryding E. Preoperative grading of glioma malignancy with thallium-201 single-photon emission CT: comparison with conventional CT. AJNR Am J Neuroradiol. 1996;17(5):925–32.PubMed
16.
go back to reference Didelot A, Mauguière F, Redouté J, Bouvard S, Lothe A, Reilhac A, et al. Voxel-based analysis of asymmetry index maps increases the specificity of 18F-MPPF PET abnormalities for localizing the epileptogenic zone in temporal lobe epilepsies. J Nucl Med. 2010;51(11):1732–9.PubMedCrossRef Didelot A, Mauguière F, Redouté J, Bouvard S, Lothe A, Reilhac A, et al. Voxel-based analysis of asymmetry index maps increases the specificity of 18F-MPPF PET abnormalities for localizing the epileptogenic zone in temporal lobe epilepsies. J Nucl Med. 2010;51(11):1732–9.PubMedCrossRef
17.
go back to reference Eusebio A, Azulay JP, Ceccaldi M, Girard N, Mundler O, Guedj E. Voxel-based analysis of whole-brain effects of age and gender on dopamine transporter SPECT imaging in healthy subjects. Eur J Nucl Med Mol Imaging. 2012;39(11):1778–83.PubMedCrossRef Eusebio A, Azulay JP, Ceccaldi M, Girard N, Mundler O, Guedj E. Voxel-based analysis of whole-brain effects of age and gender on dopamine transporter SPECT imaging in healthy subjects. Eur J Nucl Med Mol Imaging. 2012;39(11):1778–83.PubMedCrossRef
18.
go back to reference Vrenken H, Rombouts SA, Pouwels PJ, Barkhof F. Voxel-based analysis of quantitative T1 maps demonstrates that multiple sclerosis acts throughout the normal-appearing white matter. AJNR Am J Neuroradiol. 2006;27(4):868–74.PubMed Vrenken H, Rombouts SA, Pouwels PJ, Barkhof F. Voxel-based analysis of quantitative T1 maps demonstrates that multiple sclerosis acts throughout the normal-appearing white matter. AJNR Am J Neuroradiol. 2006;27(4):868–74.PubMed
19.
go back to reference Taki S, Kakuda K, Kakuma K, Kobayashi K, Ohashi M, Ito S, et al. 201Tl SPET in the differential diagnosis of brain tumours. Nucl Med Commun. 1999;20(7):637–45.PubMedCrossRef Taki S, Kakuda K, Kakuma K, Kobayashi K, Ohashi M, Ito S, et al. 201Tl SPET in the differential diagnosis of brain tumours. Nucl Med Commun. 1999;20(7):637–45.PubMedCrossRef
20.
go back to reference Soma T, Takaki A, Teraoka S, Ishikawa Y, Murase K, Koizumi K. Behaviors of cost functions in image registration between 201Tl brain tumor single-photon emission computed tomography and magnetic resonance images. Ann Nucl Med. 2008;22:825–32.PubMedCrossRef Soma T, Takaki A, Teraoka S, Ishikawa Y, Murase K, Koizumi K. Behaviors of cost functions in image registration between 201Tl brain tumor single-photon emission computed tomography and magnetic resonance images. Ann Nucl Med. 2008;22:825–32.PubMedCrossRef
21.
go back to reference Kim KT, Black KL, Marciano D, Mazziotta JC, Guze BH, Grafton S, et al. Thallium-201 SPECT imaging of brain tumors: methods and results. J Nucl Med. 1990;31(6):965–9.PubMed Kim KT, Black KL, Marciano D, Mazziotta JC, Guze BH, Grafton S, et al. Thallium-201 SPECT imaging of brain tumors: methods and results. J Nucl Med. 1990;31(6):965–9.PubMed
22.
go back to reference Black KL, Hawkins RA, Kim KT, Becker DP, Lerner C, Marciano D. Use of thallium-201 SPECT to quantitate malignancy grade of gliomas. J Neurosurg. 1989;71(3):342–6.PubMedCrossRef Black KL, Hawkins RA, Kim KT, Becker DP, Lerner C, Marciano D. Use of thallium-201 SPECT to quantitate malignancy grade of gliomas. J Neurosurg. 1989;71(3):342–6.PubMedCrossRef
23.
go back to reference Kahn D, Follett KA, Bushnell DL, Nathan MA, Piper JG, Madsen M, et al. Diagnosis of recurrent brain tumor: value of 201Tl SPECT vs 18F-fluorodeoxyglucose PET. AJR Am J Roentgenol. 1994;163(6):1459–65.PubMedCrossRef Kahn D, Follett KA, Bushnell DL, Nathan MA, Piper JG, Madsen M, et al. Diagnosis of recurrent brain tumor: value of 201Tl SPECT vs 18F-fluorodeoxyglucose PET. AJR Am J Roentgenol. 1994;163(6):1459–65.PubMedCrossRef
24.
go back to reference Ortega-Lozano SJ, del Valle-Torres DM, Gómez-Río M, Llamas-Elvira JM. Thallium-201 SPECT in brain gliomas: quantitative assessment in differential diagnosis between tumor recurrence and radionecrosis. Clin Nucl Med. 2009;34(8):503–5.PubMedCrossRef Ortega-Lozano SJ, del Valle-Torres DM, Gómez-Río M, Llamas-Elvira JM. Thallium-201 SPECT in brain gliomas: quantitative assessment in differential diagnosis between tumor recurrence and radionecrosis. Clin Nucl Med. 2009;34(8):503–5.PubMedCrossRef
25.
go back to reference Oriuchi N, Tomiyoshi K, Inoue T, Ahmad K, Sarwar M, Tokunaga M, et al. Independent thallium-201 accumulation and fluorine-18-fluorodeoxyglucose metabolism in glioma. J Nucl Med. 1996;37(3):457–62.PubMed Oriuchi N, Tomiyoshi K, Inoue T, Ahmad K, Sarwar M, Tokunaga M, et al. Independent thallium-201 accumulation and fluorine-18-fluorodeoxyglucose metabolism in glioma. J Nucl Med. 1996;37(3):457–62.PubMed
26.
go back to reference Prieto E, Martí-Climent JM, Domínguez-Prado I, Garrastachu P, Díez-Valle R, Tejada S, et al. Voxel-based analysis of dual-time-point 18F-FDG PET images for brain tumor identification and delineation. J Nucl Med. 2011;52(6):865–72.PubMedCrossRef Prieto E, Martí-Climent JM, Domínguez-Prado I, Garrastachu P, Díez-Valle R, Tejada S, et al. Voxel-based analysis of dual-time-point 18F-FDG PET images for brain tumor identification and delineation. J Nucl Med. 2011;52(6):865–72.PubMedCrossRef
Metadata
Title
Voxel-based analysis of 201Tl SPECT for grading and diagnostic accuracy of gliomas: comparison with ROI analysis
Authors
Tomoyuki Kuwako
Sunao Mizumura
Ryusuke Murakami
Tamiko Yoshida
Masato Shiiba
Hidetaka Sato
Yoshimitsu Fukushima
Akira Teramoto
Shin-ichiro Kumita
Publication date
01-07-2013
Publisher
Springer Japan
Published in
Annals of Nuclear Medicine / Issue 6/2013
Print ISSN: 0914-7187
Electronic ISSN: 1864-6433
DOI
https://doi.org/10.1007/s12149-013-0711-y

Other articles of this Issue 6/2013

Annals of Nuclear Medicine 6/2013 Go to the issue