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
  • [11] Operative versus nonoperative treatment for stage 0 distal rectal cancer following chemoradiation therapy - Long-term results
    Habr-Gama, A
    Perez, RO
    Nadalin, W
    Sabbaga, J
    Ribeiro, U
    Sousa, AHSE
    Campos, FG
    Kiss, DR
    Gama-Rodrigues, J
    [J]. ANNALS OF SURGERY, 2004, 240 (04) : 711 - 717
  • [12] Magnetic resonance-guided histopatholoy for improved accuracy of tumor response evaluation of neoadjuvant treatment in organ-infiltrating rectal cancer
    Hole, Knut Hakon
    Larsen, Stein Gunnar
    Groholt, Krystyna Kotanska
    Giercksky, Karl-Erik
    Ree, Anne Hansen
    [J]. RADIOTHERAPY AND ONCOLOGY, 2013, 107 (02) : 178 - 183
  • [13] Intven M, 2013, STRAHLENTHER ONKOL, V189, P117, DOI 10.1007/s00066-012-0270-5
  • [14] Diffusion-weighted MRI for Early Prediction of Treatment Response on Preoperative Chemoradiotherapy for Patients With Locally Advanced Rectal Cancer A Feasibility Study
    Jacobs, Lotte
    Intven, Martijn
    van Lelyveld, Niels
    Philippens, Marielle
    Burbach, Maarten
    Seldenrijk, Kees
    Los, Maartje
    Reerink, Onne
    [J]. ANNALS OF SURGERY, 2016, 263 (03) : 522 - 528
  • [15] Apparent diffusion coefficient for evaluating tumour response to neoadjuvant chemoradiation therapy for locally advanced rectal cancer
    Kim, Seung Ho
    Lee, Jae Young
    Lee, Jeong Min
    Han, Joon Koo
    Choi, Byung Ihn
    [J]. EUROPEAN RADIOLOGY, 2011, 21 (05) : 987 - 995
  • [16] Intravoxel Incoherent Motion in Body Diffusion-Weighted MRI: Reality and Challenges
    Koh, Dow-Mu
    Collins, David J.
    Orton, Matthew R.
    [J]. AMERICAN JOURNAL OF ROENTGENOLOGY, 2011, 196 (06) : 1351 - 1361
  • [17] SEPARATION OF DIFFUSION AND PERFUSION IN INTRAVOXEL INCOHERENT MOTION MR IMAGING
    LEBIHAN, D
    BRETON, E
    LALLEMAND, D
    AUBIN, ML
    VIGNAUD, J
    LAVALJEANTET, M
    [J]. RADIOLOGY, 1988, 168 (02) : 497 - 505
  • [18] Evolving Role of Neoadjuvant Therapy in Rectal Cancer
    Schrag, Deborah
    [J]. CURRENT TREATMENT OPTIONS IN ONCOLOGY, 2013, 14 (03) : 350 - 364
  • [19] MRI volumetry for prediction of tumour response to neoadjuvant chemotherapy followed by chemoradiotherapy in locally advanced rectal cancer
    Seierstad, T.
    Hole, K. H.
    Groholt, K. K.
    Dueland, S.
    Ree, A. H.
    Flatmark, K.
    Redalen, K. R.
    [J]. BRITISH JOURNAL OF RADIOLOGY, 2015, 88 (1051)
  • [20] Locally Advanced Rectal Carcinoma Treated with Preoperative Chemotherapy and Radiation Therapy: Preliminary Analysis of Diffusion-weighted MR Imaging for Early Detection of Tumor Histopathologic Downstaging
    Sun, Ying-Shi
    Zhang, Xiao-Peng
    Tang, Lei
    Ji, Jia-Fu
    Gu, Jin
    Cai, Yong
    Zhang, Xiao-Yan
    [J]. RADIOLOGY, 2010, 254 (01) : 170 - 178