Whole-body MRI quantitative biomarkers are associated significantly with treatment response in patients with newly diagnosed symptomatic multiple myeloma following bortezomib induction

被引:66
|
作者
Latifoltojar, Arash [1 ]
Hall-Craggs, Margaret [1 ,2 ]
Bainbridge, Alan [3 ]
Rabin, Neil [4 ]
Popat, Rakesh [4 ]
Rismani, Ali [4 ]
D'Sa, Shirley [4 ]
Dikaios, Nikolaos [1 ]
Sokolska, Magdalena [3 ]
Antonelli, Michela [5 ]
Ourselin, Sebastien [5 ]
Yong, Kwee [4 ]
Taylor, Stuart A. [1 ,2 ]
Halligan, Steve [1 ,2 ]
Punwani, Shonit [1 ,2 ]
机构
[1] UCL, Ctr Med Imaging, 3rd Floor,Wolfson House,4 Stephenson Way, London NW1 2HE, England
[2] Univ Coll London Hosp, Dept Radiol, London, England
[3] Univ Coll London Hosp, Dept Med Phys & Bioengn, London, England
[4] Univ Coll London Hosp, Dept Haematol, London, England
[5] UCL, Translat Imaging Grp, Ctr Med Imaging Comp, London, England
基金
英国工程与自然科学研究理事会;
关键词
MRI; Whole body; Multiple myeloma; Bortezomib; Response monitoring; DIFFUSION-WEIGHTED MRI; STEM-CELL TRANSPLANTATION; CONTRAST-ENHANCED MRI; BONE-MARROW; PROGNOSTIC-SIGNIFICANCE; DISEASE-ACTIVITY; FUTURE; WATER; FAT;
D O I
10.1007/s00330-017-4907-8
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
To evaluate whole-body MRI (WB-MRI) parameters significantly associated with treatment response in multiple myeloma (MM). Twenty-one MM patients underwent WB-MRI at diagnosis and after two cycles of chemotherapy. Scans acquired at 3.0 T included T2, diffusion-weighted-imaging (DWI) and mDixon pre- and post-contrast. Twenty focal lesions (FLs) matched on DWI and post-contrast mDixon were selected for each time point. Estimated tumour volume (eTV), apparent diffusion coefficient (ADC), enhancement ratio (ER) and signal fat fraction (sFF) were derived. Clinical treatment response to chemotherapy was assessed using conventional criteria. Significance of temporal parameter change was assessed by the paired t test and receiver operating characteristics/area under the curve (AUC) analysis was performed. Parameter repeatability was assessed by interclass correlation (ICC) and Bland-Altman analysis of 10 healthy volunteers scanned at two time points. Fifteen of 21 patients responded to treatment. Of 254 FLs analysed, sFF (p < 0.0001) and ADC (p = 0.001) significantly increased in responders but not non-responders. eTV significantly decreased in 19/21 cases. Focal lesion sFF was the best discriminator of treatment response (AUC 1.0). Bone sFF repeatability was excellent (ICC 0.98) and better than bone ADC (ICC 0.47). WB-MRI derived focal lesion sFF shows promise as an imaging biomarker of treatment response in newly diagnosed MM.
引用
收藏
页码:5325 / 5336
页数:12
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