European Institute for Molecular Imaging, University of Münster, Münster, Germany.
Eur J Nucl Med Mol Imaging. 2013 Apr;40(4):602-14. doi: 10.1007/s00259-012-2313-7. Epub 2012 Dec 14.
Respiratory gating is an established approach to overcoming respiration-induced image artefacts in PET. Of special interest in this respect are raw PET data-driven gating methods which do not require additional hardware to acquire respiratory signals during the scan. However, these methods rely heavily on the quality of the acquired PET data (statistical properties, data contrast, etc.). We therefore combined external radioactive markers with data-driven respiratory gating in PET/CT. The feasibility and accuracy of this approach was studied for [(18)F]FDG PET/CT imaging in patients with malignant liver and lung lesions.
PET data from 30 patients with abdominal or thoracic [(18)F]FDG-positive lesions (primary tumours or metastases) were included in this prospective study. The patients underwent a 10-min list-mode PET scan with a single bed position following a standard clinical whole-body [(18)F]FDG PET/CT scan. During this scan, one to three radioactive point sources (either (22)Na or (18)F, 50-100 kBq) in a dedicated holder were attached the patient's abdomen. The list mode data acquired were retrospectively analysed for respiratory signals using established data-driven gating approaches and additionally by tracking the motion of the point sources in sinogram space. Gated reconstructions were examined qualitatively, in terms of the amount of respiratory displacement and in respect of changes in local image intensity in the gated images.
The presence of the external markers did not affect whole-body PET/CT image quality. Tracking of the markers led to characteristic respiratory curves in all patients. Applying these curves for gated reconstructions resulted in images in which motion was well resolved. Quantitatively, the performance of the external marker-based approach was similar to that of the best intrinsic data-driven methods. Overall, the gain in measured tumour uptake from the nongated to the gated images indicating successful removal of respiratory motion was correlated with the magnitude of the respiratory displacement of the respective tumour lesion, but not with lesion size.
Respiratory information can be assessed from list-mode PET/CT through PET data-derived tracking of external radioactive markers. This information can be successfully applied to respiratory gating to reduce motion-related image blurring. In contrast to other previously described PET data-driven approaches, the external marker approach is independent of tumour uptake and thereby applicable even in patients with poor uptake and small tumours.
呼吸门控是克服正电子发射断层扫描(PET)中呼吸引起的图像伪影的一种成熟方法。在这方面特别感兴趣的是原始 PET 数据驱动的门控方法,这些方法不需要在扫描过程中获取呼吸信号的额外硬件。然而,这些方法严重依赖于所获得的 PET 数据的质量(统计特性、数据对比度等)。因此,我们将外部放射性标记与 PET/CT 中的数据驱动呼吸门控相结合。本研究旨在探讨该方法在恶性肝肺病变患者的 [(18)F]FDG PET/CT 成像中的可行性和准确性。
本前瞻性研究纳入了 30 例腹部或胸部 [(18)F]FDG 阳性病变(原发性肿瘤或转移瘤)患者的 PET 数据。患者在标准的全身 [(18)F]FDG PET/CT 扫描后进行了 10 分钟的列表模式 PET 扫描,只有一个床位。在此扫描过程中,将一个或三个放射性点源((22)Na 或 (18)F,50-100kBq)置于专用支架中,贴附在患者腹部。使用已建立的数据驱动门控方法以及通过在正弦图空间中跟踪点源的运动,对采集的列表模式数据进行了呼吸信号的回顾性分析。定性检查门控重建,评估呼吸位移量和门控图像中局部图像强度的变化。
外部标记的存在不影响全身 PET/CT 图像质量。在所有患者中,标记的跟踪导致了特征性的呼吸曲线。将这些曲线应用于门控重建可得到运动解析度良好的图像。定量分析表明,基于外部标记的方法的性能与最佳的内在数据驱动方法相似。总体而言,从非门控图像到门控图像的肿瘤摄取测量值的增加表明成功去除了呼吸运动,这与相应肿瘤病变的呼吸位移幅度相关,但与病变大小无关。
通过从 PET 数据中衍生出对外部放射性标记的跟踪,可以从列表模式 PET/CT 中评估呼吸信息。该信息可成功应用于呼吸门控,以减少与运动相关的图像模糊。与其他先前描述的数据驱动方法不同,外部标记方法独立于肿瘤摄取,因此即使在摄取低和肿瘤小的患者中也适用。