Reproducibility and repeatability of quantitative T2 and T2* mapping of osteosarcomas in a mouse model.

IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING European Radiology Experimental Pub Date : 2024-06-14 DOI:10.1186/s41747-024-00467-9
Raheleh Roudi, Laura J Pisani, Fabrizio Pisani, Tie Liang, Heike E Daldrup-Link
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Abstract

Background: New immunotherapies activate tumor-associated macrophages (TAMs) in the osteosarcoma microenvironment. Iron oxide nanoparticles (IONPs) are phagocytosed by TAMs and, therefore, enable TAM detection on T2*- and T2-weighted magnetic resonance images. We assessed the repeatability and reproducibility of T2*- and T2-mapping of osteosarcomas in a mouse model.

Methods: Fifteen BALB/c mice bearing-murine osteosarcomas underwent magnetic resonance imaging (MRI) on 3-T and 7-T scanners before and after intravenous IONP infusion, using T2*-weighted multi-gradient-echo, T2-weighted fast spin-echo, and T2-weighted multi-echo sequences. Each sequence was repeated twice. Tumor T2 and T2* relaxation times were measured twice by two independent investigators. Repeatability and reproducibility of measurements were assessed.

Results: We found excellent agreement between duplicate acquisitions for both T2* and T2 measurements at either magnetic field strength, by the same individual (repeatability), and between individuals (reproducibility). The repeatability concordance correlation coefficient (CCC) for T2* values were 0.99 (coefficients of variation (CoV) 4.43%) for reader 1 and 0.98 (CoV 5.82%) for reader 2. The reproducibility of T2* values between the two readers was 0.99 (CoV 3.32%) for the first acquisitions and 0.99 (CoV 6.30%) for the second acquisitions. Regarding T2 values, the repeatability of CCC was similar for both readers, 0.98 (CoV 3.64% for reader 1 and 4.45% for reader 2). The CCC of the reproducibility of T2 was 0.99 (CoV 3.1%) for the first acquisition and 0.98 (CoV 4.38%) for the second acquisition.

Conclusions: Our results demonstrated high repeatability and reproducibility of quantitative T2* and T2 mapping for monitoring the presence of TAMs in osteosarcomas.

Relevance statement: T2* and T2 measurements of osteosarcomas on IONP-enhanced MRI could allow identifying patients who may benefit from TAM-modulating immunotherapies and for monitoring treatment response. The technique described here could be also applied across a wide range of other solid tumors.

Key points: • Optimal integration of TAM-modulating immunotherapies with conventional chemotherapy remains poorly elucidated. • We found high repeatability of T2* and T2 measurements of osteosarcomas in a mouse model, both with and without IONPs contrast, at 3-T and 7-T MRI field strengths. • T2 and T2* mapping may be used to determine response to macrophage-modulating cancer immunotherapies.

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小鼠模型骨肉瘤定量 T2 和 T2* 映像的再现性和可重复性。
背景:新的免疫疗法可激活骨肉瘤微环境中的肿瘤相关巨噬细胞(TAMs)。氧化铁纳米颗粒(IONPs)会被TAMs吞噬,因此能在T2*和T2加权磁共振图像上检测到TAM。我们在小鼠模型中评估了骨肉瘤 T2* 和 T2 映射的可重复性和再现性:在静脉注射 IONP 之前和之后,15 只患有鼠骨肉瘤的 BALB/c 小鼠在 3-T 和 7-T 扫描仪上接受了磁共振成像 (MRI),使用的是 T2* 加权多梯度回波、T2 加权快速自旋回波和 T2 加权多回波序列。每个序列重复两次。肿瘤 T2 和 T2* 驰豫时间由两名独立研究人员测量两次。对测量的重复性和再现性进行了评估:我们发现,在任何一种磁场强度下,同一人(重复性)和不同人(再现性)重复采集的 T2* 和 T2 测量结果都非常一致。阅读器 1 的 T2* 值重复性一致性相关系数 (CCC) 为 0.99(变异系数 (CoV) 为 4.43%),阅读器 2 的重复性一致性相关系数 (CCC) 为 0.98(变异系数 (CoV) 为 5.82%)。两个阅读器之间 T2* 值的可重复性为:第一次采集为 0.99(变异系数为 3.32%),第二次采集为 0.99(变异系数为 6.30%)。在 T2 值方面,两个读数器的 CCC 重复性相似,均为 0.98(读数器 1 的 CoV 为 3.64%,读数器 2 为 4.45%)。第一次采集的 T2 可重复性 CCC 为 0.99(CoV 为 3.1%),第二次采集为 0.98(CoV 为 4.38%):我们的结果表明,定量 T2* 和 T2 图谱在监测骨肉瘤中 TAM 的存在方面具有很高的重复性和再现性:IONP增强磁共振成像对骨肉瘤的T2*和T2测量可用于识别可能从TAM调节免疫疗法中获益的患者并监测治疗反应。本文所述技术还可广泛应用于其他实体瘤:- 要点:TAM调节免疫疗法与传统化疗的最佳结合仍未得到充分阐明。- 我们发现,在3T和7T磁共振成像场强下,对小鼠模型中的骨肉瘤进行T2*和T2测量时,无论是否使用IONPs对比剂,重复性都很高。- T2和T2*图谱可用于确定对巨噬细胞调节癌症免疫疗法的反应。
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来源期刊
European Radiology Experimental
European Radiology Experimental Medicine-Radiology, Nuclear Medicine and Imaging
CiteScore
6.70
自引率
2.60%
发文量
56
审稿时长
18 weeks
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