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使用全身 MRI 的 MY-RADS 总负担评分、ADC 和脂肪分数预测多发性骨髓瘤的早期治疗反应:贫血对预测性能的影响。

Prediction of Early Treatment Response in Multiple Myeloma Using MY-RADS Total Burden Score, ADC, and Fat Fraction From Whole-Body MRI: Impact of Anemia on Predictive Performance.

机构信息

Department of Radiology, Tianjin Academy of Traditional Chinese Medicine Affiliated Hospital, Tianjin, China.

Department of Lymphoma, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences, Tianjin, China.

出版信息

AJR Am J Roentgenol. 2022 Feb;218(2):310-319. doi: 10.2214/AJR.21.26534. Epub 2021 Sep 15.

Abstract

. The recently released Myeloma Response Assessment and Diagnosis System (MY-RADS) for multiple myeloma (MM) evaluation using whole-body MRI (WB-MRI) describes the total burden score. However, assessment is confounded by red bone marrow hyperplasia in anemia. . The purpose of this study is to assess the utility of the MY-RADS total burden score, ADC, and fat fraction (FF) from WB-MRI in predicting early treatment response in patients with newly diagnosed MM and to compare the utility of these measures between patients with and without anemia. . This retrospective study included 56 patients (40 men, 16 women; mean age, 57.4 ± 9.6 [SD] years) with newly diagnosed MM who underwent baseline WB-MRI including DWI and modified Dixon sequences. Two radiologists recorded total burden score using MY-RADS and measured the ADC and FF of diffuse and focal disease sites. Mean values across sites were derived. Interobserver agreement was evaluated, and the mean assessments of the readers were used for further analyses. Presence of deep response after four cycles of induction chemotherapy was recorded. Patients were classified as having anemia if their hemoglobin level was less than 100 g/L. The utility of WBMRI parameters in predicting deep response was assessed. . A total of 24 of 56 patients showed deep response, and 25 of 56 patients had anemia. Interobserver agreement, which was expressed using intraclass correlation coefficients, ranged from 0.95 to 0.99. Among patients without anemia, those with deep response compared with those without deep response had a lower total burden score (9.0 vs 18.0), a lower ADC (0.79 × 10 mm/s vs 1.08 × 10 mm/s), and a higher FF (0.21 vs 0.10) (all < .001). The combination of these three parameters (optimal cutoffs: ≤ 15 for total burden score, ≤ 0.84 × 10 mm/s for ADC, and > 0.16 for FF) achieved sensitivity of 93.8%, specificity of 93.3%, and accuracy of 93.5% for predicting deep response. In patients with anemia, none of the three parameters were significantly different between patients with and without deep response (all > .05), and the combination of parameters achieved sensitivity of 56.3%, specificity of 100.0%, and accuracy of 72.0%. . Low total burden score, low ADC, and high FF from WB-MRI may predict deep response in patients with MM, although only among those without anemia. . WB-MRI findings may help guide determination of prognosis and initial treatment selection in MM.

摘要

. 最近发布的多发性骨髓瘤(MM)全身 MRI(WB-MRI)评估用骨髓瘤反应评估和诊断系统(MY-RADS)描述了总负担评分。然而,评估受到贫血时红骨髓增生的影响。. 本研究旨在评估 MY-RADS 总负担评分、ADC 和来自 WB-MRI 的脂肪分数(FF)在预测新诊断 MM 患者早期治疗反应中的效用,并比较这些措施在有和无贫血患者之间的效用。. 这项回顾性研究纳入了 56 名(40 名男性,16 名女性;平均年龄 57.4±9.6[标准差]岁)新诊断 MM 患者,这些患者均接受基线 WB-MRI 检查,包括 DWI 和改良 Dixon 序列。两名放射科医生使用 MY-RADS 记录总负担评分,并测量弥漫性和局灶性病变部位的 ADC 和 FF。得出各部位的平均值。评估了观察者间的一致性,并且使用读者的平均评估进行了进一步的分析。记录了四个周期诱导化疗后的深度缓解情况。如果血红蛋白水平低于 100 g/L,则将患者分类为贫血。评估了 WB-MRI 参数预测深度缓解的效用。. 56 名患者中共有 24 名显示深度缓解,56 名患者中有 25 名贫血。观察者间的一致性用组内相关系数表示,范围为 0.95 至 0.99。在无贫血的患者中,与无深度缓解的患者相比,深度缓解的患者总负担评分较低(9.0 与 18.0),ADC 较低(0.79×10mm/s 与 1.08×10mm/s),FF 较高(0.21 与 0.10)(均<0.001)。这三个参数的组合(最佳截断值:总负担评分≤15,ADC≤0.84×10mm/s,FF>0.16)预测深度缓解的敏感性为 93.8%,特异性为 93.3%,准确性为 93.5%。在贫血患者中,三个参数在深度缓解患者与无深度缓解患者之间均无显著差异(均>0.05),参数组合的敏感性为 56.3%,特异性为 100.0%,准确性为 72.0%。. WB-MRI 发现的低总负担评分、低 ADC 和高 FF 可能预测 MM 患者的深度缓解,但仅在无贫血患者中。. WB-MRI 结果可能有助于指导 MM 患者的预后判断和初始治疗选择。

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