Abstract
Objective
Although a correct diagnosis is important for appropriate management, accurately differentiating between multiple system atrophy with predominant parkinsonism (MSA-P) and Parkinson’s disease (PD) is often difficult because of similarities in the early-stage symptoms. The aim of this study was to evaluate the diagnostic value of cerebral perfusion single photon emission computed tomography (SPECT) and voxel-based analysis for diagnosing MSA-P patients.
Methods
Thirty-eight subjects (9 with early-stage MSA-P, 11 with PD, and 18 controls) were included in this study. Z-scores suggestive of hypoperfusion were calculated between patients and controls using statistical parametric mapping (SPM) 8 and easy Z-score imaging system (eZIS) programs. A voxel-based stereotactic extraction estimation (vbSEE) program was performed to determine the target volumes of interest (VOIs) in the putamen, pons, and cerebellum, and quantify Z-scores as “extent” (the rate of voxels with a Z-score >2.0 in these VOIs) and “severity” (average Z-scores in these VOIs). These parameters were used as the determinant in receiver operating characteristic (ROC) analyses.
Results
The extent and severity of the cerebellar VOIs were higher in MSA-P patients than in PD patients. In ROC analyses, the extent and severity of the cerebellar VOI exhibited the highest areas under the curves of 0.86 and 0.84, and accuracies of 90 and 90 %, respectively.
Conclusions
The diagnostic value of significant cerebellar hypoperfusion was the highest for differentiating MSA-P from PD. This voxel-based analysis of cerebral perfusion SPECT using the SPM8, eZIS, and vbSEE programs is useful for clinically diagnosing MSA-P.
Similar content being viewed by others
References
Gilman S, Wenning GK, Low PA, Brooks DJ, Mathias CJ, Trojanowski JQ, et al. Second consensus statement on the diagnosis of multiple system atrophy. Neurology. 2008;71:670–6.
Litvan I, Goetz CG, Jankovic J, Wenning GK, Booth V, Bartko JJ, et al. What is the accuracy of the clinical diagnosis of multiple system atrophy? A clinicopathologic study. Arch Neurol. 1997;54:937–44.
Juh R, Kim J, Moon D, Choe B, Suh T. Different metabolic patterns analysis of Parkinsonism on the 18F-FDG PET. Eur J Radiol. 2004;51:223–33.
Tang CC, Poston KL, Eckert T, Feigin A, Frucht S, Gudesblatt M, et al. Differential diagnosis of parkinsonism: a metabolic imaging study using pattern analysis. Lancet Neurol. 2010;9:149–58.
Kimura N, Hanaki S, Masuda T, Hanaoka T, Hazama Y, Okazaki T, et al. Brain perfusion differences in parkinsonian disorders. Mov Disord. 2010;26:2530–7.
Bosman T, Van Laere K, Santens P. Anatomically standardised 99 mTc-ECD brain perfusion SPET allows accurate differentiation between healthy volunteers, multiple system atrophy and idiopathic Parkinson’s disease. Eur J Nucl Med Mol Imaging. 2003;30:16–24.
Van Laere K, Casteels C, De Ceuninck L, Vanbilloen B, Maes A, Mortelmans L, et al. Dual-tracer dopamine transporter and perfusion SPECT in differential diagnosis of parkinsonism using template-based discriminant analysis. J Nucl Med. 2006;47:384–92.
Gilman S, Low PA, Quinn N, Albanese A, Ben-Shlomo Y, Fowler CJ, et al. Consensus statement on the diagnosis of multiple system atrophy. J Neurol Sci. 1999;163:94–8.
Hughes AJ, Daniel SE, Kilford L, Lees AJ. Accuracy of clinical diagnosis of idiopathic Parkinson’s disease: a clinicopathological study of 100 cases. J Neurol Neurosurg Psychiatry. 1992;55:181–4.
Taniwaki T, Nakagawa M, Yamada T, Yoshida T, Ohyagi Y, Sasaki M, et al. Cerebral metabolic changes in early multiple system atrophy: a PET study. J Neurol Sci. 2002;200:79–84.
Sakurai K, Yamawaki T, Okita K, Kato D, Matsukawa N, Kawaguchi T, et al. Utility of the fluid-attenuated inversion recovery sequence in detecting a hyperintense putaminal rim in multiple system atrophy-parkinsonism: a preliminary study. Eur Neurol. 2011;66:42–6.
Dubey R, Zhou J, Wang Y, Thompson PM, Ye J, Alzheimer’s Disease Neuroimaging Initiative. Analysis of sampling techniques for imbalanced data: an n = 648 ADNI study. Neuroimage. 2014;87:220–41.
Waragai M, Yamada T, Matsuda H. Evaluation of brain perfusion SPECT using an easy Z-score imaging system (eZIS) as an adjunct to early-diagnosis of neurodegenerative diseases. J Neurol Sci. 2007;260:57–64.
Uruma G, Hashimoto K, Abo M. A new method for evaluation of mild traumatic brain injury with neuropsychological impairment using statistical imaging analysis for Tc-ECD SPECT. Ann Nucl Med. 2013;27:187–202.
Mizumura S, Kumita S, Cho K, Ishihara M, Nakajo H, Toba M, et al. Development of quantitative analysis method for stereotactic brain image: assessment of reduced accumulation in extent and severity using anatomical segmentation. Ann Nucl Med. 2003;17:289–95.
Matsui H, Udaka F, Miyoshi T, Hara N, Tamura A, Oda M, et al. Brain perfusion differences between Parkinson’s disease and multiple system atrophy with predominant parkinsonian features. Parkinsonism Relat Disord. 2005;11:227–32.
Kawai Y, Suenaga M, Takeda A, Ito M, Watanabe H, Tanaka F, et al. Cognitive impairments in multiple system atrophy: MSA-C vs MSA-P. Neurology. 2008;70:1390–6.
Van Laere K, Santens P, Bosman T, De Reuck J, Mortelmans L, Dierckx R. Statistical parametric mapping of (99m)Tc-ECD SPECT in idiopathic Parkinson’s disease and multiple system atrophy with predominant parkinsonian features: correlation with clinical parameters. J Nucl Med. 2004;45:933–42.
Cilia R, Marotta G, Benti R, Pezzoli G, Antonini A. Brain SPECT imaging in multiple system atrophy. J Neural Transm. 2005;112:1635–45.
Fahn S, Elton RL, UPDRS Development Committee. Unified Parkinson’s disease rating scale. In: Fahn S, Marsden CD, Goldstein M, editors. Recent developments in Parkinson’s disease. New York: Macmillan; 1987. p. 153–63.
Muñoz E, Iranzo A, Rauek S, Lomeña F, Gallego J, Ros D, et al. Subclinical nigrostriatal dopaminergic denervation in the cerebellar subtype of multiple system atrophy (MSA-C). J Neurol. 2011;258:2248–53.
Imabayashi E, Matsuda H, Asada T, Ohnishi T, Sakamoto S, Nakano S, et al. Superiority of 3-dimensional stereotactic surface projection analysis over visual inspection in discrimination of patients with very early Alzheimer’s disease from controls using brain perfusion SPECT. J Nucl Med. 2004;45:1450–7.
Imabayashi E, Inoue T. Neurostatistical imaging for diagnosing dementia: translational approach from laboratory neuroscience to clinical routine. Neurosci Bull. 2014;30:755–64.
Minoshima S, Foster NL, Kuhl DE. Posterior cingulate cortex in Alzheimer’s disease. Lancet. 1994;344(8926):895.
Yamamoto Y, Onoguchi M, Kawakami K, Haramoto M, Wake R, Horiguchi J, et al. Evaluation of the difference-correction effect of the gamma camera systems used by easy Z-score Imaging System (eZIS) analysis. Ann Nucl Med. 2014;28:263–75.
Inui Y, Toyama H, Manabe Y, Sarai M, Iwata N. Comparison of (123)I-MIBG myocardial scintigraphy, brain perfusion SPECT, and voxel-based MRI morphometry for distinguishing between dementia with Lewy bodies and Alzheimer’s disease. Ann Nucl Med. 2014;28:796–804.
Sakurai K, Kawaguchi T, Kawai T, Ogino H, Hara M, Okita K, et al. Usefulness of 3D-PRESTO imaging in evaluating putaminal abnormality in parkinsonian variant of multiple system atrophy. Neuroradiology. 2010;52:809–14.
Kamei H, Nakajima T, Fukuhara N. Statistic rCBF study of extrapyramidal disorders. No To Shinkei. 2002;54:667–72.
Feigin A, Antonini A, Fukuda M, De Notaris R, Benti R, Pezzoli G, et al. Tc-99m ethylene cysteinate dimer SPECT in the differential diagnosis of parkinsonism. Mov Disord. 2002;17:1265–70.
Kikuchi A, Takeda A, Kimpara T, Nakagawa M, Kawashima R, Sugiura M, et al. Hypoperfusion in the supplementary motor area, dorsolateral prefrontal cortex and insular cortex in Parkinson’s disease. J Neurol Sci. 2001;193:29–36.
Imon Y, Matsuda H, Ogawa M, Kogure D, Sunohara N. SPECT image analysis using statistical parametric mapping in patients with Parkinson’s disease. J Nucl Med. 1999;40:1583–9.
Acknowledgments
This study was supported in part by a Grant-in-Aid for Scientific Research (Kakenhi C) (24591785; KS).
Ethical standard
We declare that all human and animal studies have been approved by the Ethics Committee for Clinical Research of Nagoya City University Graduate School of Medical Sciences and have therefore been performed in accordance with the ethical standards laid down in the 1964 Declaration of Helsinki and its later amendments. We declare that this manuscript does not contain patients’ private information and the privacy of the patients is completely protected.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Sakurai, K., Imabayashi, E., Ito, K. et al. The utility of cerebral perfusion SPECT analysis using SPM8, eZIS and vbSEE for the diagnosis of multiple system atrophy-parkinsonism. Ann Nucl Med 29, 206–213 (2015). https://doi.org/10.1007/s12149-014-0928-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12149-014-0928-4