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Article

Practical Application of DaTQUANT with Optimal Threshold for Diagnostic Accuracy of Dopamine Transporter SPECT

1
Department of Medical Imaging, University of Arizona, Tucson, AZ 85724, USA
2
Statistics Consulting Laboratory, BIO5 Institute, University of Arizona, Tucson, AZ 85721, USA
3
General Electric Healthcare, Marlborough, MA 01752, USA
4
Department of Neurology, University of Arizona, Tucson, AZ 85724, USA
5
Department of Psychology, University of Arizona, Tucson, AZ 85721, USA
6
Departments of Medical Imaging, Medicine, and Biomedical Engineering, University of Arizona, Tucson, AZ 85724, USA
*
Author to whom correspondence should be addressed.
Tomography 2021, 7(4), 980-989; https://doi.org/10.3390/tomography7040081
Submission received: 12 October 2021 / Revised: 28 November 2021 / Accepted: 10 December 2021 / Published: 18 December 2021
(This article belongs to the Special Issue Neuro-Imaging in Parkinson’s Disease)

Abstract

Evaluation of Parkinsonian Syndromes (PS) with Ioflupane iodine-123 dopamine transporter single photon emission computed tomography (DaT-SPECT), in conjunction with history and clinical examination, aids in diagnosis. FDA-approved, semi-quantitative software, DaTQUANTTM (GE Healthcare, Chicago, IL, USA) is available to assist in interpretation. This study aims to evaluate the optimal variables and thresholds of DaTQUANT to yield the optimal diagnostic accuracy. It is a retrospective review with three different patient populations. DaT-SPECT images from all three study groups were evaluated using DaTQUANTTM software, and both single and multi-variable logistic regression were used to model PS status. The optimal models were chosen via accuracy, sensitivity, and specificity, then evaluated on the other study groups. Among single variable models, the posterior putamen yielded the highest accuracy (84% to 95%), while balancing sensitivity and specificity. Multi-variable models did not substantially improve the accuracy. When the optimal single variable models for each group were used to evaluate the remaining two groups, comparable results were achieved. In typical utilization of DaT-SPECT for differentiation between nigrostriatal degenerative disease (NSDD) and non-NSDD, the posterior putamen was the single variable that yielded the highest accuracy across three different patient populations. The posterior putamen’s recommended thresholds for DaTQUANT are SBR ≤ 1.0, z-score of ≤−1.8 and percent deviation ≤ −0.34.
Keywords: DaT-SPECT; DaTQUANT; Parkinson; ioflupane; quantification; FP-CiT DaT-SPECT; DaTQUANT; Parkinson; ioflupane; quantification; FP-CiT

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MDPI and ACS Style

Neill, M.; Fisher, J.M.; Brand, C.; Lei, H.; Sherman, S.J.; Chou, Y.-H.; Kuo, P.H. Practical Application of DaTQUANT with Optimal Threshold for Diagnostic Accuracy of Dopamine Transporter SPECT. Tomography 2021, 7, 980-989. https://doi.org/10.3390/tomography7040081

AMA Style

Neill M, Fisher JM, Brand C, Lei H, Sherman SJ, Chou Y-H, Kuo PH. Practical Application of DaTQUANT with Optimal Threshold for Diagnostic Accuracy of Dopamine Transporter SPECT. Tomography. 2021; 7(4):980-989. https://doi.org/10.3390/tomography7040081

Chicago/Turabian Style

Neill, Matthew, Julia M. Fisher, Christine Brand, Hong Lei, Scott J. Sherman, Ying-Hui Chou, and Phillip H. Kuo. 2021. "Practical Application of DaTQUANT with Optimal Threshold for Diagnostic Accuracy of Dopamine Transporter SPECT" Tomography 7, no. 4: 980-989. https://doi.org/10.3390/tomography7040081

APA Style

Neill, M., Fisher, J. M., Brand, C., Lei, H., Sherman, S. J., Chou, Y.-H., & Kuo, P. H. (2021). Practical Application of DaTQUANT with Optimal Threshold for Diagnostic Accuracy of Dopamine Transporter SPECT. Tomography, 7(4), 980-989. https://doi.org/10.3390/tomography7040081

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