在 123I-ioflupane 多巴胺转运体 SPECT 中使用自适应模板注册法对纹状体摄取比率进行定量评估。

IF 2.5 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Annals of Nuclear Medicine Pub Date : 2024-08-19 DOI:10.1007/s12149-024-01968-8
Sunao Mizumura, Naoyuki Tamamura, Junya Ebina, Hikaru Watanabe, Masaaki Hori
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引用次数: 0

摘要

简介:123I-FP-CIT(123I-Ioflupane)SPECT在纹状体内有较强的蓄积,但由于纹状体外的蓄积较低,形态学标准化具有挑战性,尤其是在纹状体明显衰退的受试者中。本研究采用自适应模板配准(ATR)方法,利用正常型和蛋形型模板的加权图像创建特定受试者的优化模板,实现了无磁共振成像的形态学标准化。通过在标准化图像上放置感兴趣体素(VOI),特别是针对纹状体,评估了计算枕叶非特异性堆积比率的定量方法的准确性:方法:将在 123I-Ioflupane SPECT 中显示出正常型和蛋形型示踪剂累积的八名受试者的平均图像分别用作正常模板和疾病模板。该研究纳入了 300 名同时接受 123I-Ioflupane SPECT 和 MRI 检查的受试者,以诊断疑似帕金森病或排除性诊断。使用结构性核磁共振成像对SPECT图像进行形态学标准化(基于核磁共振成像的方法)被视为真理标准(SOT)。在没有核磁共振成像的情况下进行了三种形态学标准化。第一种是使用正常模板进行传统形态标准化(固定模板法),第二种是使用加权模板的 ATR 法,第三种是使用分割-ATR 法,分别处理左右纹状体以解决不对称堆积问题。将纹状体、尾状体和普鲁曼设定为特异性蓄积区域,将枕叶设定为非特异性蓄积的参考区域:结果表明,在使用基于核磁共振成像的方法时,所有模板的纹状体蓄积比与枕叶蓄积比相比都具有明显且稳健的线性。比较不同线性度的类内相关性,ATR 方法和分裂-ATR 方法在纹状体、尾状体和普塔门显示出更高的线性度。分割-ATR方法也有类似的改进,但线性度高于某些ATR方法;分割-ATR方法的有效性可能因图像质量而异,似乎有必要进一步验证其在各种不对称积聚病例中的有效性:结论:使用优化模板(如 ATR 和 Split-ATR 方法)提高了全自动处理的可重复性,与基于 MRI 的方法相比,在枕叶的比例上表现出更优越的线性。ATR方法在仅使用SPECT图像的情况下也能实现形态标准化,在纹状体蓄积的临床定量分析中具有很高的可重复性,有助于临床应用。
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Quantitative evaluation of striatal uptake ratios using an adaptive template registration method for 123I-ioflupane dopamine transporter SPECT.

Introduction: 123I-FP-CIT (123I-Ioflupane) SPECT shows strong accumulation in the striatum, but morphological standardization is challenging due to low accumulation outside the striatum, particularly in subjects with marked striatal decline. In this study, morphological standardization without MRI was achieved using the adaptive template registration (ATR) method to create a subject-specific optimized template with weighted images of normal-type and egg-shape-type templates. The accuracy of a quantitative method for calculating the ratio with nonspecific accumulation in the occipital lobe was evaluated by placing voxels-of-interest (VOI) on standardized images, particularly targeting the striatum.

Methods: The average images of eight subjects, demonstrating normal-type and egg-shape-type tracer accumulation in 123I-Ioflupane SPECT, were utilized as normal and disease templates, respectively. The study included 300 subjects that underwent both 123I-Ioflupane SPECT and MRI for the diagnosis of suspected Parkinson's disease or for exclusion diagnosis. Morphological standardization of SPECT images using structural MRI (MRI-based method) was considered the standard of truth (SOT). Three morphological standardizations without MRI were conducted. The first involved conventional morphological standardization using a normal template (fixed template method), the second employed the ATR method, with a weighted template, and the third used the split-ATR method, processing the left and right striatum separately to address asymmetrical accumulation. VOIs were set on the striatum, caudate, putamen as regions of specific accumulation, and on the occipital lobe as a reference region for nonspecific accumulation.

Results: Results showed significant and robust linearity in the striatal accumulation ratios for all templates when compared with the occipital lobe accumulation ratio when using the MRI-based method. Comparing intra-class correlations for different linearities, the ATR method and split-ATR method demonstrated higher linearity in the striatum, caudate, and putamen. The split-ATR method showed similar improvements, although more linearity than some of the ATR methods; the effectiveness of the Split-ATR method may vary by image quality, and further validation of its effectiveness in diverse asymmetric accumulation cases seemed warranted.

Conclusion: The use of optimized templates, such as the ATR and split-ATR methods, improved reproducibility in fully automated processing and demonstrated superior linearity compared to that of MRI-based method, in the ratio to the occipital lobe. The ATR method, which enables morphological standardization when using SPECT images only, proved highly reproducible for clinical quantitative analysis of striatal accumulation, facilitating its clinical use.

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来源期刊
Annals of Nuclear Medicine
Annals of Nuclear Medicine 医学-核医学
CiteScore
4.90
自引率
7.70%
发文量
111
审稿时长
4-8 weeks
期刊介绍: Annals of Nuclear Medicine is an official journal of the Japanese Society of Nuclear Medicine. It develops the appropriate application of radioactive substances and stable nuclides in the field of medicine. The journal promotes the exchange of ideas and information and research in nuclear medicine and includes the medical application of radionuclides and related subjects. It presents original articles, short communications, reviews and letters to the editor.
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