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

被引:32
|
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 50 条
  • [1] 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
  • [2] Perfusion effects in diffusion-weighted magnetic resonance imaging of rectal cancer
    Nordenstam, J.
    Rothenberger, D.
    Madoff, R.
    Wikstrom, J.
    Jessurun, J.
    Garwood, M.
    Mellgren, A.
    [J]. DISEASES OF THE COLON & RECTUM, 2008, 51 (05) : 745 - 745
  • [3] Diffusion-weighted magnetic resonance imaging in locally advanced rectal cancer treated with neoadjuvant chemoradiotherapy
    De Felice, F.
    Magnante, A. L.
    Musio, D.
    Ciolina, M.
    De Cecco, C. N.
    Rengo, M.
    Laghi, A.
    Tombolini, V.
    [J]. EJSO, 2017, 43 (07): : 1324 - 1329
  • [4] Diffusion-weighted magnetic resonance imaging for the prediction of pathologic response to neoadjuvant chemoradiotherapy in esophageal cancer
    van Rossum, Peter S. N.
    van Lier, Astrid L. H. M. W.
    van Vulpen, Marco
    Reerink, Onne
    Lagendijk, Jan J. W.
    Lin, Steven H.
    van Hillegersberg, Richard
    Ruurda, Jelle P.
    Meijer, Gert J.
    Lips, Irene M.
    [J]. RADIOTHERAPY AND ONCOLOGY, 2015, 115 (02) : 163 - 170
  • [5] Diffusion-weighted magnetic resonance imaging for predicting the response of rectal cancer to neoadjuvant concurrent chemoradiation
    Cai, Gang
    Xu, Ye
    Zhu, Ji
    Gu, Wei-Lie
    Zhang, Shuai
    Ma, Xue-Jun
    Cai, San-Jun
    Zhang, Zhen
    [J]. WORLD JOURNAL OF GASTROENTEROLOGY, 2013, 19 (33) : 5520 - 5527
  • [6] Diffusion-weighted magnetic resonance imaging for predicting the response of rectal cancer to neoadjuvant concurrent chemoradiation
    Gang Cai
    Ye Xu
    Ji Zhu
    Wei-Lie Gu
    Shuai Zhang
    Xue-Jun Ma
    San-Jun Cai
    Zhen Zhang
    [J]. World Journal of Gastroenterology, 2013, 19 (33) : 5520 - 5527
  • [7] Quantitative aspects of diffusion-weighted magnetic resonance imaging in rectal cancer response to neoadjuvant therapy
    Bassaneze, Thiago
    Goncalves, Jose Eduardo
    Faria, Juliano Ferreira
    Palma, Rogerio Tadeu
    Waisberg, Jaques
    [J]. RADIOLOGY AND ONCOLOGY, 2017, 51 (03) : 270 - 276
  • [8] Value of magnetic resonance and diffusion-weighted imaging for diagnosis and assessment of rectal cancer
    Jiang, Hua
    Xiao, Xin-Chun
    Yu, Yong
    Liang, Jing-Hua
    Xie, Yi-Qiang
    [J]. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL MEDICINE, 2016, 9 (06): : 10579 - 10585
  • [9] Diffusion-weighted magnetic resonance imaging to predict response of hepatocellular carcinoma to chemoembolization
    Chung, Johnathan C.
    Naik, Neel K.
    Lewandowski, Robert
    Deng, Jie
    Mulcahy, Mary F.
    Kulik, Laura M.
    Sato, Kent T.
    Ryu, Robert K.
    Salem, Riad
    Larson, Andrew C.
    Omary, Reed A.
    [J]. WORLD JOURNAL OF GASTROENTEROLOGY, 2010, 16 (25) : 3161 - 3167
  • [10] Diffusion-weighted magnetic resonance imaging to predict response of hepatocellular carcinoma to chemoembolization
    Johnathan C Chung
    Neel K Naik
    Robert J Lewandowski
    Mary F Mulcahy
    Laura M Kulik
    Kent T Sato
    Robert K Ryu
    Riad Salem
    Andrew C Larson
    Reed A Omary
    [J]. World Journal of Gastroenterology, 2010, 16 (25) : 3161 - 3167