Literature DB >> 34523949

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.

Huazheng Dong1, Wenyang Huang2, Xiaodong Ji3, Lixiang Huang3,4, Dehui Zou2, Mu Hao2, Shuhui Deng2, Zhiwei Shen5, Xiudi Lu6,7, Jian Wang3, Zhiyi Song1, Xuening Zhang4, Huadan Xue8, Shuang Xia3.   

Abstract

BACKGROUND. 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. OBJECTIVE. 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. METHODS. 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. RESULTS. 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 × 10-3 mm2/s vs 1.08 × 10-3 mm2/s), and a higher FF (0.21 vs 0.10) (all p < .001). The combination of these three parameters (optimal cutoffs: ≤ 15 for total burden score, ≤ 0.84 × 10-3 mm2/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 p > .05), and the combination of parameters achieved sensitivity of 56.3%, specificity of 100.0%, and accuracy of 72.0%. CONCLUSION. 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. CLINICAL IMPACT. WB-MRI findings may help guide determination of prognosis and initial treatment selection in MM.

Entities:  

Keywords:  anemia; multiple myeloma; treatment response; tumor burden; whole-body MRI

Mesh:

Year:  2021        PMID: 34523949     DOI: 10.2214/AJR.21.26534

Source DB:  PubMed          Journal:  AJR Am J Roentgenol        ISSN: 0361-803X            Impact factor:   3.959


  4 in total

Review 1.  The future of PSMA PET and WB MRI as next-generation imaging tools in prostate cancer.

Authors:  Yishen Wang; Joao R Galante; Athar Haroon; Simon Wan; Asim Afaq; Heather Payne; Jamshed Bomanji; Sola Adeleke; Veeru Kasivisvanathan
Journal:  Nat Rev Urol       Date:  2022-07-04       Impact factor: 16.430

2.  The Apparent Diffusion Coefficient of Diffusion-Weighted Whole-Body Magnetic Resonance Imaging Affects the Survival of Multiple Myeloma Independently.

Authors:  Bei Zhang; Bingyang Bian; Yanjiao Zhang; Li Zhang; Rongkui Zhang; Jiping Wang
Journal:  Front Oncol       Date:  2022-03-04       Impact factor: 6.244

3.  Correlation between whole skeleton dual energy CT calcium-subtracted attenuation and bone marrow infiltration in multiple myeloma.

Authors:  Renyang Gu; Ashik Amlani; Ulrike Haberland; Dan Hodson; Matthew Streetly; Michela Antonelli; Isabel Dregely; Vicky Goh
Journal:  Eur J Radiol       Date:  2022-02-16       Impact factor: 4.531

4.  Myeloma Spine and Bone Damage Score (MSBDS) on Whole-Body Computed Tomography (WBCT): Multiple Reader Agreement in a Multicenter Reliability Study.

Authors:  Alberto Stefano Tagliafico; Clarissa Valle; Pietro Andrea Bonaffini; Ali Attieh; Matteo Bauckneht; Liliana Belgioia; Bianca Bignotti; Nicole Brunetti; Alessandro Bonsignore; Enrico Capaccio; Sara De Giorgis; Alessandro Garlaschi; Silvia Morbelli; Federica Rossi; Lorenzo Torri; Simone Caprioli; Simona Tosto; Michele Cea; Alida Dominietto
Journal:  Diagnostics (Basel)       Date:  2022-08-04
  4 in total

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