Diffusion-weighted magnetic resonance imaging of rectal cancer: tumour volume and perfusion fraction predict chemoradiotherapy response and survival

被引:36
作者
Bakke, Kine Mari [1 ,2 ]
Hole, Knut Hakon [3 ]
Dueland, Svein [4 ]
Groholt, Krystyna Kotanska [5 ]
Flatmark, Kjersti [6 ,7 ,8 ]
Ree, Anne Hansen [1 ,7 ]
Seierstad, Therese [3 ]
Redalen, Kathrine Roe [1 ,9 ]
机构
[1] Akershus Univ Hosp, Dept Oncol, Box 1000, N-1478 Lorenskog, Norway
[2] Univ Oslo, Dept Phys, Oslo, Norway
[3] Oslo Univ Hosp, Dept Radiol & Nucl Med, Oslo, Norway
[4] Oslo Univ Hosp, Dept Oncol, Oslo, Norway
[5] Oslo Univ Hosp, Dept Pathol, Oslo, Norway
[6] Oslo Univ Hosp, Inst Canc Res, Dept Tumor Biol, Oslo, Norway
[7] Univ Oslo, Fac Med, Oslo, Norway
[8] Oslo Univ Hosp, Dept Surg Gastroenterol, Oslo, Norway
[9] Norwegian Univ Sci & Technol, Dept Phys, Trondheim, Norway
关键词
INTRAVOXEL INCOHERENT MOTION; NEOADJUVANT CHEMORADIATION; THERAPY; MRI; CHEMOTHERAPY; CARCINOMA;
D O I
10.1080/0284186X.2017.1287951
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: In locally advanced rectal cancer (LARC), responses to preoperative treatment are highly heterogeneous and more accurate diagnostics are likely to enable more individualised treatment approaches with improved responses. We investigated the potential of diffusion-weighted magnetic resonance imaging (DW MRI), with quantification of the apparent diffusion coefficient (ADC) and perfusion fraction (F), as well as volumetry from T2-weighted (T2W) MRI, for prediction of therapeutic outcome.Material and methods: In 27 LARC patients receiving neoadjuvant chemotherapy (NACT) before chemoradiotherapy (CRT), T2W- and DW MRI were obtained before and after NACT. Tumour volumes were delineated in T2W MRI and ADCs and Fs were estimated from DW MRI using a simplified approach to the intravoxel incoherent motion (IVIM) model. Mean tumour values and histogram analysis of whole-tumour heterogeneity were correlated with histopathologic tumour regression grade (TRG) and 5-year progression-free survival (PFS).Results: At baseline, high tumour F predicted good tumour response (TRG1-2) (AUC=0.79, p=0.01), with a sensitivity of 69% and a specificity of 100%. The combination of F and tumour volume (F-pre/V-pre) gave the highest prediction of poor tumour response (AUC=0.93, p<0.001) with a sensitivity of 88% and a specificity of 91%, and also predicted PFS (p<0.01). Baseline tumour ADC was not significantly related to therapeutic outcome, whereas a positive change in ADC from baseline to after NACT, ADC, significantly predicted good tumour response (AUC=0.83, p<0.01, 83% sensitivity, 73% specificity), but not PFS.Conclusions: The MRI parameter F/V at baseline was a remarkably strong predictor of both histopathologic tumour response and 5-year PFS in patients with LARC.
引用
收藏
页码:813 / 818
页数:6
相关论文
共 25 条
  • [1] Diffusion-Weighted Magnetic Resonance Imaging as a Cancer Biomarker: Consensus and Recommendations
    不详
    [J]. NEOPLASIA, 2009, 11 (02): : 102 - 125
  • [2] Diffusion-weighted imaging in rectal carcinoma patients without and after chemoradiotherapy: A comparative study with histology
    Baeuerle, T.
    Seyler, L.
    Muenter, M.
    Jensen, A.
    Brand, K.
    Fritzsche, K. H.
    Kopp-Schneider, A.
    Schuessler, M.
    Schlemmer, H. P.
    Stieltjes, B.
    Ganten, M.
    [J]. EUROPEAN JOURNAL OF RADIOLOGY, 2013, 82 (03) : 444 - 452
  • [3] Diffusion-Weighted Magnetic Resonance Imaging in Monitoring Rectal Cancer Response to Neoadjuvant Chemoradiotherapy
    Barbaro, Brunella
    Vitale, Renata
    Valentini, Vincenzo
    Illuminati, Sonia
    Vecchio, Fabio M.
    Rizzo, Gianluca
    Gambacorta, Maria Antonietta
    Coco, Claudio
    Crucitti, Antonio
    Persiani, Roberto
    Sofo, Luigi
    Bonomo, Lorenzo
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2012, 83 (02): : 594 - 599
  • [4] MRI for assessing and predicting response to neoadjuvant treatment in rectal cancer
    Beets-Tan, Regina G. H.
    Beets, Geerard L.
    [J]. NATURE REVIEWS GASTROENTEROLOGY & HEPATOLOGY, 2014, 11 (08) : 480 - 488
  • [5] Importance of tumor regression assessment in predicting the outcome in patients with locally advanced rectal carcinoma who are treated with preoperative radiotherapy
    Bouzourene, H
    Bosman, FT
    Seelentag, W
    Matter, M
    Coucke, P
    [J]. CANCER, 2002, 94 (04) : 1121 - 1130
  • [6] Hypoxia, DNA repair and genetic instability
    Bristow, Robert G.
    Hill, Richard P.
    [J]. NATURE REVIEWS CANCER, 2008, 8 (03) : 180 - 192
  • [7] Diagnostic accuracy of preoperative magnetic resonance imaging in predicting curative resection of rectal cancer: prospective observational study
    Brown, G.
    Daniels, I. R.
    Heald, R. J.
    Quirke, P.
    Blomqvist, L.
    Sebag-Montefiore, D.
    Moran, B. J.
    Holm, T.
    Strassbourg, J.
    Peppercorn, P. D.
    Fisher, S. E.
    Mason, B.
    [J]. BRITISH MEDICAL JOURNAL, 2006, 333 (7572): : 779 - 782
  • [8] Role of the Intravoxel Incoherent Motion Diffusion Weighted Imaging in the Pre-treatment Prediction and Early Response Monitoring to Neoadjuvant Chemotherapy in Locally Advanced Breast Cancer
    Che, Shunan
    Zhao, Xinming
    Ou, Yanghan
    Li, Jing
    Wang, Meng
    Wu, Bing
    Zhou, Chunwu
    [J]. MEDICINE, 2016, 95 (04)
  • [9] Oxaliplatin-containing Preoperative Therapy in Locally Advanced Rectal Cancer: Local Response, Toxicity and Long-term Outcome
    Dueland, S.
    Ree, A. H.
    Groholt, K. K.
    Saelen, M. G.
    Folkvord, S.
    Hole, K. H.
    Seierstad, T.
    Larsen, S. G.
    Giercksky, K. E.
    Wiig, J. N.
    Boye, K.
    Flatmark, K.
    [J]. CLINICAL ONCOLOGY, 2016, 28 (08) : 532 - 539
  • [10] Individual tumor volume responses to short-course oxaliplatin-containing induction chemotherapy in locally advanced rectal cancer - Targeting the tumor for radiation sensitivity?
    Flatmark, Kjersti
    Saelen, Marie G.
    Hole, Knut H.
    Abrahamsen, Torveig W.
    Fleten, Karianne G.
    Hektoen, Helga H.
    Redalen, Kathrine R.
    Seierstad, Therese
    Dueland, Svein
    Ree, Anne H.
    [J]. RADIOTHERAPY AND ONCOLOGY, 2016, 119 (03) : 505 - 511