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用于抑制正电子发射断层扫描中高放射性区域附近溢出效应的生理背景校正方法的验证

Validation of the physiological background correction method for the suppression of the spill-in effect near highly radioactive regions in positron emission tomography.

作者信息

Akerele Mercy I, Wadhwa Palak, Silva-Rodriguez Jesus, Hallett William, Tsoumpas Charalampos

机构信息

Biomedical Imaging Science Department, School of Medicine, University of Leeds, Leeds, West Yorkshire, UK.

Invicro, Hammersmith Hospital, London, UK.

出版信息

EJNMMI Phys. 2018 Dec 5;5(1):34. doi: 10.1186/s40658-018-0233-8.

DOI:10.1186/s40658-018-0233-8
PMID:30519974
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6281548/
Abstract

BACKGROUND

Positron emission tomography (PET) imaging has a wide applicability in oncology, cardiology and neurology. However, a major drawback when imaging very active regions such as the bladder is the spill-in effect, leading to inaccurate quantification and obscured visualisation of nearby lesions. Therefore, this study aims at investigating and correcting for the spill-in effect from high-activity regions to the surroundings as a function of activity in the hot region, lesion size and location, system resolution and application of post-filtering using a recently proposed background correction technique. This study involves analytical simulations for the digital XCAT2 phantom and validation acquiring NEMA phantom and patient data with the GE Signa PET/MR scanner. Reconstructions were done using the ordered subset expectation maximisation (OSEM) algorithm. Dedicated point-spread function (OSEM+PSF) and a recently proposed background correction (OSEM+PSF+BC) were incorporated into the reconstruction for spill-in correction. The standardised uptake values (SUV) were compared for all reconstruction algorithms.

RESULTS

The simulation study revealed that lesions within 15-20 mm from the hot region were predominantly affected by the spill-in effect, leading to an increased bias and impaired lesion visualisation within the region. For OSEM, lesion SUV converged to the true value at low bladder activity, but as activity increased, there was an overestimation as much as 19% for proximal lesions (distance around 15-20 mm from the bladder edge) and 2-4% for distant lesions (distance larger than 20 mm from the bladder edge). As bladder SUV increases, the % SUV change for proximal lesions is about 31% and 6% for SUV and SUV, respectively, showing that the spill-in effect is more evident for the SUV than the SUV. Also, the application of post-filtering resulted in up to 65% increment in the spill-in effect around the bladder edges. For proximal lesions, PSF has no major improvement over OSEM because of the spill-in effect, coupled with the blurring effect by post-filtering. Within two voxels around the bladder, the spill-in effect in OSEM is 42% (32%), while for OSEM+PSF, it is 31% (19%), with (and without) post-filtering, respectively. But with OSEM+PSF+BC, the spill-in contribution from the bladder was relatively low (below 5%, either with or without post-filtering). These results were further validated using the NEMA phantom and patient data for which OSEM+PSF+BC showed about 70-80% spill-in reduction around the bladder edges and increased contrast-to-noise ratio up to 36% compared to OSEM and OSEM+PSF reconstructions without post-filtering.

CONCLUSION

The spill-in effect is dependent on the activity in the hot region, lesion size and location, as well as post-filtering; and this is more evident in SUV than SUV. However, the recently proposed background correction method facilitates stability in quantification and enhances the contrast in lesions with low uptake.

摘要

背景

正电子发射断层扫描(PET)成像在肿瘤学、心脏病学和神经病学领域具有广泛的适用性。然而,在对膀胱等非常活跃的区域进行成像时,一个主要缺点是溢出效应,这会导致定量不准确以及附近病变的可视化模糊。因此,本研究旨在研究并校正从高活性区域到周围环境的溢出效应,该效应是热区活性、病变大小和位置、系统分辨率以及使用最近提出的背景校正技术进行后滤波应用的函数。本研究涉及对数字XCAT2体模的分析模拟,以及使用GE Signa PET/MR扫描仪获取NEMA体模和患者数据进行验证。使用有序子集期望最大化(OSEM)算法进行重建。将专用点扩散函数(OSEM+PSF)和最近提出的背景校正(OSEM+PSF+BC)纳入重建以进行溢出校正。比较了所有重建算法的标准化摄取值(SUV)。

结果

模拟研究表明,距离热区15 - 20毫米内的病变主要受溢出效应影响,导致该区域内偏差增加且病变可视化受损。对于OSEM,在膀胱低活性时病变SUV收敛到真实值,但随着活性增加,近端病变(距离膀胱边缘约15 - 20毫米)的高估高达19%,远端病变(距离膀胱边缘大于20毫米)的高估为2 - 4%。随着膀胱SUV增加,近端病变的SUV变化百分比在SUV和SUV时分别约为31%和6%,表明溢出效应在SUV中比在SUV中更明显。此外,后滤波的应用导致膀胱边缘周围的溢出效应增加高达65%。对于近端病变,由于溢出效应以及后滤波的模糊效应,PSF相对于OSEM没有显著改善。在膀胱周围的两个体素内,OSEM中的溢出效应为42%(32%),而对于OSEM+PSF,分别为31%(19%),分别有(和没有)后滤波。但使用OSEM+PSF+BC时,来自膀胱的溢出贡献相对较低(无论有无后滤波均低于5%)。使用NEMA体模和患者数据进一步验证了这些结果,与未进行后滤波的OSEM和OSEM+PSF重建相比,OSEM+PSF+BC在膀胱边缘周围显示出约70 - 80%的溢出减少,并且对比度噪声比提高了36%。

结论

溢出效应取决于热区活性、病变大小和位置以及后滤波;并且在SUV中比在SUV中更明显。然而,最近提出的背景校正方法有助于定量的稳定性并增强低摄取病变的对比度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0357/6281548/e201cbe45258/40658_2018_233_Fig12_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0357/6281548/c68f8da9a425/40658_2018_233_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0357/6281548/b96c0e4a408f/40658_2018_233_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0357/6281548/c421b75645f3/40658_2018_233_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0357/6281548/25cb1ffea269/40658_2018_233_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0357/6281548/e74b857f8b89/40658_2018_233_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0357/6281548/83cea27c8840/40658_2018_233_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0357/6281548/c20cecbcc920/40658_2018_233_Fig10_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0357/6281548/2d5e95dbc06d/40658_2018_233_Fig11_HTML.jpg
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