Assessment of Treatment Response by Total Tumor Volume and Global Apparent Diffusion Coefficient Using Diffusion-Weighted MRI in Patients with Metastatic Bone Disease: A Feasibility Study

作者: Matthew D. Blackledge , David J. Collins , Nina Tunariu , Matthew R. Orton , Anwar R. Padhani

DOI: 10.1371/JOURNAL.PONE.0091779

关键词:

摘要: We describe our semi-automatic segmentation of whole-body diffusion-weighted MRI (WBDWI) using a Markov random field (MRF) model to derive tumor total diffusion volume (tDV) and associated global apparent coefficient (gADC); demonstrate the feasibility these indices for assessing burden response treatment in patients with bone metastases. WBDWI was performed on eleven diagnosed metastases from breast prostate cancers before after anti-cancer therapies. Semi-automatic incorporating MRF all below C4 vertebra by an experienced radiologist over eight years clinical experience body DWI. Changes tDV gADC distributions were compared overall determined imaging, markers findings at serial follow up. The technique possible although erroneous volumes interest generated one patient because poor fat suppression pelvis, requiring manual correction. Responding showed larger increase (median change = +0.18, range -0.07 +0.78 × 10(-3) mm2/s) non-responding -0.02, -0.10 +0.05 mm2/s, p 0.05, Mann-Whitney test), whereas significantly +26%, +3 +284%) responding -50%, -85 +27%, 0.02, test). is feasible metastatic disease this pilot cohort 11 patients, could be used quantify median ADC treatment.

参考文章(13)
David J. Collins, Matthew Blackledge, Techniques and Optimization Springer Berlin Heidelberg. pp. 19- 32 ,(2010) , 10.1007/978-3-540-78576-7_2
Marc Van Cauteren, Taro Takahara, Tomohiro Yamashita, Seiei Yasuda, Yutaka Imai, Seiji Nasu, Diffusion weighted whole body imaging with background body signal suppression (DWIBS): technical improvement using free breathing, STIR and high resolution 3D display. Radiation Medicine. ,vol. 22, pp. 275- 282 ,(2004)
TA Heusner, S Hahn, C Jonkmanns, S Kuemmel, F Otterbach, ME Hamami, AR Stahl, A Bockisch, M Forsting, G Antoch, None, Diagnostic accuracy of fused positron emission tomography/magnetic resonance mammography: initial results British Journal of Radiology. ,vol. 84, pp. 126- 135 ,(2011) , 10.1259/BJR/93330765
Katsuyuki NAKANISHI, Midori KOBAYASHI, Kazunori NAKAGUCHI, Miyaji KYAKUNO, Nobuyuki HASHIMOTO, Hiromitsu ONISHI, Noboru MAEDA, Saki NAKATA, Masatomo KUWABARA, Takamichi MURAKAMI, Hironobu NAKAMURA, Whole-body MRI for detecting metastatic bone tumor: diagnostic value of diffusion-weighted images. Magnetic Resonance in Medical Sciences. ,vol. 6, pp. 147- 155 ,(2007) , 10.2463/MRMS.6.147
Douglas Ballon, Jonathan Dyke, Lawrence H. Schwartz, Eric Lis, Erika Schneider, Antonio Lauto, Ann A. Jakubowski, Bone marrow segmentation in leukemia using diffusion and T 2 weighted echo planar magnetic resonance imaging NMR in Biomedicine. ,vol. 13, pp. 321- 328 ,(2000) , 10.1002/1099-1492(200010)13:6<321::AID-NBM651>3.0.CO;2-P
Tsuyoshi Komori, Isamu Narabayashi, Kaname Matsumura, Mitsuru Matsuki, Hiroyuki Akagi, Yasuharu Ogura, Fumitoshi Aga, Itaru Adachi, 2-[Fluorine-18]-fluoro-2-deoxy-D-glucose positron emission tomography/computed tomography versus whole-body diffusion-weighted MRI for detection of malignant lesions: initial experience. Annals of Nuclear Medicine. ,vol. 21, pp. 209- 215 ,(2007) , 10.1007/S12149-007-0010-6
Carolin Reischauer, Johannes M. Froehlich, Dow-Mu Koh, Nicole Graf, Christian Padevit, Hubert John, Christoph A. Binkert, Peter Boesiger, Andreas Gutzeit, Bone Metastases from Prostate Cancer: Assessing Treatment Response by Using Diffusion-weighted Imaging and Functional Diffusion Maps—Initial Observations Radiology. ,vol. 257, pp. 523- 531 ,(2010) , 10.1148/RADIOL.10092469
Matthew D. Blackledge, Martin O. Leach, David J. Collins, Dow-Mu Koh, Computed Diffusion-weighted MR Imaging May Improve Tumor Detection Radiology. ,vol. 261, pp. 573- 581 ,(2011) , 10.1148/RADIOL.11101919
Harriet C. Thoeny, Frederik De Keyzer, Feng Chen, Yicheng Ni, Willy Landuyt, Eric K. Verbeken, Hilde Bosmans, Guy Marchal, Robert Hermans, Diffusion-weighted MR Imaging in Monitoring the Effect of a Vascular Targeting Agent on Rhabdomyosarcoma in Rats Radiology. ,vol. 234, pp. 756- 764 ,(2005) , 10.1148/RADIOL.2343031721
A Rutjes, J Reitsma, A Coomarasamy, K Khan, P Bossuyt, Evaluation of diagnostic tests when there is no gold standard. A review of methods. Health Technology Assessment. ,vol. 11, ,(2007) , 10.3310/HTA11500