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A pilot study of the prognostic significance of metabolic tumor size measurements in PET/CT imaging of lymphomas

机译:代谢肿瘤大小测量对淋巴瘤PET / CT成像的预后意义的初步研究

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This study explores changes in metabolic tumor volume, metabolic tumor diameter, and maximum standardized uptake value (SUV_(max)), for earlier and more accurate identification of lymphomas' response to treatment using ~(18)F- FDG PET/CT. Pre- and post-treatment PET/CT studies of 20 patients with Hodgkin disease (HL) and 7 patients with non-Hodgkin lymphoma (NHL) were retrospectively selected for this study. The diameter and volume of the metabolic tumor was determined by an in-house developed adaptive local thresholding technique based on a 50% threshold of the maximum pixel value within a region. Statistical analysis aimed at exploring associations between metabolic size measurements and SUV_(max) and the ability of the three biomarkers to predict the patients' response to treatment as defined by the four classes in the European Organization for Research and Treatment of Cancer (EORTC) guidelines. Results indicated moderate correlations between % change in metabolic tumor volume and % change in metabolic tumor maximum diameter (R=0.51) and between % change in maximum diameter and % change in SUV_(max) (R=0.52). The correlation between % change in tumor volume and % change in SUV_(max) was weak (R=0.24). The % change in metabolic tumor size, either volume or diameter, was a "very strong" predictor of response to treatment (R=0.89), stronger than SUV_(max) (R=0.63). In conclusion, metabolic tumor volume could have important prognostic value, possibly higher than maximum metabolic diameter or SUV_(max) that are currently the standard of practice. Volume measurements, however, should be based on robust and standardized segmentation methodologies to avoid variability. In addition, SUV-peak or lean body mass corrected SUV-peak may be a better PET biomarker than SUV_(max) when SUV-volume combinations are considered.
机译:这项研究探讨了代谢肿瘤体积,代谢肿瘤直径和最大标准化摄取值(SUV_(max))的变化,以便更早,更准确地确定淋巴瘤对〜(18)F-FDG PET / CT治疗的反应。本研究回顾性选择了20例霍奇金病(HL)和7例非霍奇金淋巴瘤(NHL)患者的治疗前和治疗后PET / CT研究。通过内部开发的自适应局部阈值技术,根据区域内最大像素值的50%阈值,确定代谢肿瘤的直径和体积。统计分析旨在探索代谢尺寸测量值和SUV_(max)与三种生物标记物预测患者对治疗反应的能力之间的关联,如欧洲癌症研究与治疗组织(EORTC)指南中的四类所定义。结果表明,代谢肿瘤体积变化百分比与代谢肿瘤最大直径变化百分比(R = 0.51)之间以及最大直径变化百分比与SUV_(max)变化百分比之间(R = 0.52)存在适度的相关性。肿瘤体积变化百分比与SUV_(max)变化百分比之间的相关性较弱(R = 0.24)。代谢肿瘤大小(体积或直径)的变化百分数是对治疗反应的“非常强烈”的预测因子(R = 0.89),强于SUV_(max)(R = 0.63)。总之,新陈代谢肿瘤的体积可能具有重要的预后价值,可能高于目前最大的代谢直径或SUV_(max)。但是,体积测量应基于可靠且标准化的分割方法,以避免变化。此外,考虑到SUV体积组合时,SUV峰值或瘦体重校正的SUV峰值可能是比SUV_(max)更好的PET生物标记。

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