Exploring the applicability of a lesion segmentation method on [18F]fluorothymidine PET/CT images in diffuse large B-cell lymphoma.

IF 1.2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING European Journal of Hybrid Imaging Pub Date : 2023-12-25 DOI:10.1186/s41824-023-00184-3
Germán Pitarch, Yamila Rotstein Habarnau, Roxana Chirico, Brenda Konowalik, Amalia Pérez, Alejandro Valda, María Bastianello
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Abstract

Background and purpose: The determination of the total metabolic tumour volume based on [18F]fluorothymidine ([18F]FLT) PET/CT images in diffuse large B-cell lymphoma has a potential clinical value for detecting early relapse in this type of heterogeneous lymphoproliferative tumours. Tumour segmentation is a key step in this process. For this purpose, our objective was to determine a segmentation threshold of [18F]FLT PET/CT images, based on a reference tissue uptake, on a cohort of patients with diffuse large B-cell lymphoma (DLBCL) that have been scanned at different stages of the treatment.

Methods: We enrolled 23 adult patients with DLBCL confirmed in II-IV stages without nervous system compromise. All patients were scanned using [18F]FLT PET/CT at the time of diagnosis (baseline PET), interim PET (iPET), and at the end of treatment (fPET). The administered activity was 1.8-2.6 MBq/kg body weight, performed 60-70 min after injection and without use of contrast-enhanced CT. First, we assessed the [18F]FLT uptake stability in liver and bone marrow along the patient follow-up. For the lesion segmentation, three threshold values were assessed.

Results: Both, liver, and bone marrow can be indistinctly taken as reference tissue. The SUV threshold for a voxel to be considered as belonging to a lesion is expressed in terms of a percentage relative to the patient's uptake in the reference tissue. Found thresholds were: for liver, 62%, 33%, 27%; and for bone marrow, 35%, 21% and 22%, for baseline, iPET and fPET stages, respectively. The relative threshold throughout the treatment has a decreasing tendency along the stages.

Conclusion: Based on the results obtained with [18F]FLT PET/CT during staging and follow-up in patients with DLBCL, reference values were obtained for each stage referring to liver and bone marrow uptake that could be used in clinical practice oncology.

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探索病灶分割方法在弥漫大 B 细胞淋巴瘤 [18F]fluorothymidine PET/CT 图像中的适用性。
背景和目的:根据弥漫大B细胞淋巴瘤的[18F]氟胸苷([18F]FLT)PET/CT图像确定肿瘤的总代谢体积对检测这类异质性淋巴增生性肿瘤的早期复发具有潜在的临床价值。肿瘤分割是这一过程中的关键步骤。为此,我们的目标是根据参考组织摄取量,确定弥漫大 B 细胞淋巴瘤(DLBCL)患者在不同治疗阶段扫描的 [18F]FLT PET/CT 图像的分割阈值:我们招募了 23 名成年 DLBCL 患者,这些患者均已确诊为 II-IV 期,且没有神经系统受损。所有患者均在诊断时(基线 PET)、中期 PET(iPET)和治疗结束时(fPET)接受了[18F]FLT PET/CT 扫描。给药活性为 1.8-2.6 MBq/kg体重,在注射后 60-70 分钟进行,不使用造影剂增强 CT。首先,我们评估了患者随访期间肝脏和骨髓中[18F]FLT摄取的稳定性。在病灶分割方面,我们评估了三个阈值:结果:肝脏和骨髓都可以不明确地作为参考组织。一个体素被认为属于病变的 SUV 阈值用相对于患者在参考组织中摄取量的百分比来表示。发现的阈值为:肝脏,62%、33%、27%;骨髓,基线、iPET 和 fPET 阶段,分别为 35%、21% 和 22%。整个治疗过程中的相对阈值呈逐级下降趋势:根据[18F]FLT PET/CT在DLBCL患者的分期和随访中获得的结果,可以得出各期肝脏和骨髓摄取的参考值,这些参考值可用于肿瘤临床实践。
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来源期刊
European Journal of Hybrid Imaging
European Journal of Hybrid Imaging Computer Science-Computer Science (miscellaneous)
CiteScore
3.40
自引率
0.00%
发文量
29
审稿时长
17 weeks
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