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重建和扫描仪特性对[I]FP-CIT单光子发射计算机断层扫描成像正常数据库诊断能力的影响。

The impact of reconstruction and scanner characterisation on the diagnostic capability of a normal database for [I]FP-CIT SPECT imaging.

作者信息

Dickson John C, Tossici-Bolt Livia, Sera Terez, Booij Jan, Ziebell Morten, Morbelli Silvia, Assenbaum-Nan Susanne, Borght Thierry Vander, Pagani Marco, Kapucu Ozlem L, Hesse Swen, Van Laere Koen, Darcourt Jacques, Varrone Andrea, Tatsch Klaus

机构信息

Institute of Nuclear Medicine, University College London Hospital NHS Foundation Trust, 235 Euston Road, London, NW1 2BU, UK.

Department of Medical Physics, University Hospital Southampton NHS Foundation Trust, Southampton, UK.

出版信息

EJNMMI Res. 2017 Dec;7(1):10. doi: 10.1186/s13550-016-0253-0. Epub 2017 Jan 24.

Abstract

BACKGROUND

The use of a normal database for [I]FP-CIT SPECT imaging has been found to be helpful for cases which are difficult to interpret by visual assessment alone, and to improve reproducibility in scan interpretation. The aim of this study was to assess whether the use of different tomographic reconstructions affects the performance of a normal [I]FP-CIT SPECT database and also whether systems benefit from a system characterisation before a database is used. Seventy-seven [I]FP-CIT SPECT studies from two sites and with 3-year clinical follow-up were assessed quantitatively for scan normality using the ENC-DAT normal database obtained in well-documented healthy subjects. Patient and normal data were reconstructed with iterative reconstruction with correction for attenuation, scatter and septal penetration (ACSC), the same reconstruction without corrections (IRNC), and filtered back-projection (FBP) with data quantified using small volume-of-interest (VOI) (BRASS) and large VOI (Southampton) analysis methods. Test performance was assessed with and without system characterisation, using receiver operating characteristics (ROC) analysis for age-independent data and using sensitivity/specificity analysis with age-matched normal values. The clinical diagnosis at follow-up was used as the standard of truth.

RESULTS

There were no significant differences in the age-independent quantitative assessment of scan normality across reconstructions, system characterisation and quantitative methods (ROC AUC 0.866-0.924). With BRASS quantification, there were no significant differences between the values of sensitivity (67.4-83.7%) or specificity (79.4-91.2%) across all reconstruction and calibration strategies. However, the Southampton method showed significant differences in sensitivity between ACSC (90.7%) vs IRNC (76.7%) and FBP (67.4%) reconstructions with calibration. Sensitivity using ACSC reconstruction with this method was also significantly better with calibration than without calibration (65.1%). Specificity using the Southampton method was unchanged across reconstruction and calibration choices (82.4-88.2%).

CONCLUSIONS

The ability of a normal [I]FP-CIT SPECT database to assess clinical scan normality is equivalent across all reconstruction, system characterisation, and quantification strategies using BRASS quantification. However, when using the Southampton quantification method, performance is sensitive to the reconstruction and calibration strategy used.

摘要

背景

已发现使用正常数据库进行[I]FP - CIT单光子发射计算机断层扫描(SPECT)成像有助于难以仅凭视觉评估解读的病例,并提高扫描解读的可重复性。本研究的目的是评估不同断层重建方法的使用是否会影响正常[I]FP - CIT SPECT数据库的性能,以及系统在使用数据库之前进行系统特征化是否有益。使用在记录良好的健康受试者中获得的ENC - DAT正常数据库,对来自两个地点且有3年临床随访的77例[I]FP - CIT SPECT研究进行扫描正常性的定量评估。患者和正常数据采用迭代重建并校正衰减、散射和隔室穿透(ACSC)、相同的无校正重建(IRNC)以及使用小感兴趣区(VOI)(BRASS)和大VOI(南安普顿)分析方法进行数据量化的滤波反投影(FBP)进行重建。使用和不使用系统特征化来评估测试性能,对于与年龄无关的数据使用受试者操作特征(ROC)分析,对于与年龄匹配的正常值使用敏感性/特异性分析。随访时的临床诊断用作真值标准。

结果

在不同重建方法、系统特征化和定量方法之间,与年龄无关的扫描正常性定量评估没有显著差异(ROC曲线下面积0.866 - 0.924)。使用BRASS定量时,在所有重建和校准策略中,敏感性(67.4 - 83.7%)或特异性(79.4 - 91.2%)的值之间没有显著差异。然而,南安普顿方法显示在校准的情况下,ACSC(90.7%)与IRNC(76.7%)和FBP(67.4%)重建之间的敏感性存在显著差异。使用该方法时,ACSC重建在校准情况下的敏感性也显著优于未校准情况(65.1%)。使用南安普顿方法时,特异性在不同重建和校准选择之间保持不变(82.4 - 88.2%)。

结论

使用BRASS定量时,正常[I]FP - CIT SPECT数据库评估临床扫描正常性的能力在所有重建、系统特征化和定量策略中是等效的。然而,当使用南安普顿定量方法时,性能对所使用的重建和校准策略敏感。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/003a/5265228/552980554179/13550_2016_253_Fig1_HTML.jpg

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