From the Division of Nuclear Medicine and Molecular Imaging.
PET-MRI Research Program, Department of Radiology, Stanford University, Stanford, CA.
Clin Nucl Med. 2020 Jul;45(7):506-513. doi: 10.1097/RLU.0000000000003075.
To compare the block sequential regularized expectation maximization (BSREM) algorithm with the ordered subsets expectation maximization (OSEM) algorithm and to evaluate how different penalty factors (b values) influence image quality and SUV measurements.
We analyzed data from 78 prostate cancer patients who underwent Ga-RM2 (n = 42) or Ga-prostate-specific membrane antigen (PSMA)-11 (n = 36) PET/MRI. The raw PET data were retrospectively reconstructed using both time-of-flight (TOF)-BSREM with b values of 250, 350, 500, 750, and 1000 and TOF-OSEM. Each reconstruction was reviewed independently by 3 nuclear medicine physicians and scored qualitatively using a Likert scale (1 = poor, 5 = excellent quality). SUV measurements were analyzed as well.
Fifty-seven lesions were detected (21 on Ga-RM2 and 36 on Ga-PSMA-11 PET/MRI); SUVmax decreased with the increase of β values for both tracers. Background noise (SUVsd) decreased with increasing of β values for both tracers. The mean ± SD scores for Ga-RM2 PET images were 2.4 ± 0.5 for b = 250 reconstructions, 3.2 ± 0.6 for b = 350, 4 ± 0.6 for b = 500, 4.5 ± 0.5 for b = 750, 4.4 ± 0.7 for b = 1000, and 3.4 ± 0.6 for TOF-OSEM. The mean ± SD scores for Ga-PSMA-11 PET images were 3.2 ± 0.8 for b = 250 reconstructions, 4.1 ± 0.8 for b = 350, 4.7 ± 0.6 for b = 500, 4.8 ± 0.4 for b = 750, 4.7 ± 0.6 for b = 1000, and 3.8 ± 0.5 for TOF-OSEM.
Time-of-flight-BSREM algorithm improves image quality. Different b values should be used for different Ga-labeled radiopharmaceuticals such as those targeting GRPR and PSMA receptors. Once selected, the same b value should be consistently used because SUVmax measurements differ with different b values.
比较块顺序正则期望最大化(BSREM)算法与有序子集期望最大化(OSEM)算法,并评估不同惩罚因子(b 值)如何影响图像质量和 SUV 测量值。
我们分析了 78 例前列腺癌患者的 Ga-RM2(n = 42)或 Ga-前列腺特异性膜抗原(PSMA)-11(n = 36)PET/MRI 数据。使用时飞(TOF)-BSREM 对原始 PET 数据进行回顾性重建,b 值分别为 250、350、500、750 和 1000,以及 TOF-OSEM。由 3 名核医学医师独立对每种重建进行评估,并使用李克特量表(1 = 差,5 = 优)进行定性评分。还分析了 SUV 测量值。
共检测到 57 个病灶(Ga-RM2 上 21 个,Ga-PSMA-11 PET/MRI 上 36 个);两种示踪剂的 SUVmax 随β值的增加而降低。背景噪声(SUVsd)随两种示踪剂β值的增加而降低。Ga-RM2 PET 图像的平均±SD 评分分别为 b = 250 重建时 2.4 ± 0.5,b = 350 时 3.2 ± 0.6,b = 500 时 4 ± 0.6,b = 750 时 4.5 ± 0.5,b = 1000 时 4.4 ± 0.7,TOF-OSEM 时 3.4 ± 0.6。Ga-PSMA-11 PET 图像的平均±SD 评分分别为 b = 250 重建时 3.2 ± 0.8,b = 350 时 4.1 ± 0.8,b = 500 时 4.7 ± 0.6,b = 750 时 4.8 ± 0.4,b = 1000 时 4.7 ± 0.6,TOF-OSEM 时 3.8 ± 0.5。
时飞 BSREM 算法可提高图像质量。不同的 Ga 标记放射性药物应使用不同的 b 值,例如靶向 GRPR 和 PSMA 受体的放射性药物。一旦选定,应始终使用相同的 b 值,因为 SUVmax 测量值随不同的 b 值而不同。