Abstract
Our aim is to assess preoperative Short Course Radiotherapy (SCR) tumor response in locally advanced rectal cancer (LARC) through Standardized Index of Shape (SIS) by DCE-MRI, apparent diffusion coefficient (ADC) and intravoxel incoherent motion-derived parameters by DW-MRI. 35 patients with LARC underwent MR scan before and after SCR followed by delayed surgery, retrospectively, were enrolled. SIS, ADC, tissue diffusion (D t), pseudodiffusion (D p), and perfusion fraction (f) were extracted by MRI for each patient before and after SCR. Tumor regression grade (TRG) was estimated. Receiver operating characteristic curve and linear classification were performed. Sixteen patients were classified as responders (TRG ≤ 2) and 19 as non-responders. Seven patients had TRG1 [pathological complete response (pCR)]. The best parameter to discriminate responders by non-responders was SIS (sensitivity 94%, specificity 84%, accuracy 89%, cutoff value = − 7.8%). SIS obtained the best diagnostic performance also to discriminate pCR (sensitivity 86%, specificity 89%, accuracy 89%, cutoff value = 68.2%). No accuracy increase was obtained combining linearly each possible parameters couple or all functional MR-derived parameters. SIS is a hopeful DCE-MRI angiogenic biomarker to assess preoperative treatment response after SCR with delayed surgery, and it permits to discriminate pCR allowing to direct surgery for tailored and conservative treatment.
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Avallone A, Aloj L, Delrio P, Pecori B, Leone A, Tatangelo F, Perri F, Petrillo A, Scott N, Budillon A. Multidisciplinary approach to rectal cancer: Are we ready for selective treatment strategies? Anticancer Agents Med Chem. 2013;13(6):852–60.
Avallone A, Delrio P, Guida C, Tatangelo F, Petrillo A, Marone P, Cascini LG, Morrica B, Lastoria S, Parisi V, Budillon A, Comella P. Biweekly oxaliplatin, raltitrexed, 5-fluorouracil and folinic acid combination chemotherapy during preoperative radiation therapy for locally advanced rectal cancer: a phase I–II study. Br J Cancer. 2006;94(12):1809–15.
Delrio P, Avallone A, Guida C, Lastoria S, Tatangelo F, Cascini GM, Marone P, Petrillo A, Budillon A, Di Marzo M, Palaia R, Albino V, De Rosa V, Parisi V. Multidisciplinary approach to locally advanced rectal cancer: results of a single institution trial. Suppl Tumori. 2005;4(3):S8.
Zhou ZR, Liu SX, Zhang TS, Chen LX, Xia J, Hu ZD, Li B. Short-course preoperative radiotherapy with immediate surgery versus long-course chemoradiation with delayed surgery in the treatment of rectal cancer: a systematic review and meta-analysis. Surg Oncol. 2014;23(4):211–21.
Latkauskas T, Pauzas H, Gineikiene I, Janciauskiene R, Juozaityte E, Saladzinskas Z, et al. Initial results of a randomized controlled trial comparing clinical and pathological downstaging of rectal cancer after preoperative short-course radiotherapy or long-term chemoradiotherapy, both with delayed surgery. Colorectal Dis. 2012;14(3):294–8.
Bujko K, Kolodziejczyk M. The 5 × 5 Gy with delayed surgery in non-resectable rectal cancer: a new treatment option. Radiother Oncol. 2008;87(3):311–3.
Beppu N, Matsubara N, Noda M, Yamano T, Kakuno A, Doi H, Kamikonya N, Kimura F, Yamanaka N, Yanagi H, Tomita N. Short-course radiotherapy with delayed surgery versus conventional chemoradiotherapy: a comparison of the short- and long-term outcomes in patients with T3 rectal cancer. Surgery. 2015;158(1):225–35.
Pettersson D, Holm T, Iversen H, Blomqvist L, Glimelius B, Martling A. Preoperative short-course radiotherapy with delayed surgery in primary rectal cancer. Br J Surg. 2012;99(4):577–83.
Pettersson D, Lörinc E, Holm T, Iversen H, Cedermark B, Glimelius B, Martling A. Tumour regression in the randomized Stockholm III Trial of radiotherapy regimens for rectal cancer. Br J Surg. 2015;102(8):972–8 discussion 8.
Radu C, Berglund A, Pahlman L, Glimelius B. Short-course preoperative radiotherapy with delayed surgery in rectal cancer—a retrospective study. Radiother Oncol. 2008;87(3):343–9.
Hatfield P, Hingorani M, Radhakrishna G, Cooper R, Melcher A, Crellin A, Kwok-Williams M, Sebag-Montefiore D. Short-course radiotherapy, with elective delay prior to surgery, in patients with unresectable rectal cancer who have poor performance status or significant co-morbidity. Radiother Oncol. 2009;92(2):210–4.
Valentini V, Glimelius B, Haustermans K, Marijnen CA, Rodel C, Gambacorta MA, et al. EURECCA consensus conference highlights about rectal cancer clinical management: the radiation oncologist’s expert review. Radiother Oncol. 2014;110(1):195–8.
Avallone A, Piccirillo MC, Delrio P, Pecori B, Di Gennaro E, Aloj L, Tatangelo F, D’Angelo V, Granata C, Cavalcanti E, Maurea N, Maiolino P, Bianco F, Montano M, Silvestro L, Terranova Barberio M, Roca MS, Di Maio M, Marone P, Botti G, Petrillo A, Daniele G, Lastoria S, Iaffaioli VR, Romano G, Caracò C, Muto P, Gallo C, Perrone F, Budillon A. Phase 1/2 study of valproic acid and short-course radiotherapy plus capecitabine as preoperative treatment in low-moderate risk rectal cancer-V-shoRT-R3 (Valproic acid–short Radiotherapy–rectum 3rd trial). BMC Cancer. 2014;24(14):875.
Heo SH, Kim JW, Shin SS, Jeong YY, Kang H-K. Multimodal imaging evaluation in staging of rectal cancer. World J Gastroenterol. 2014;20(15):4244–55.
Fusco R, Sansone M, Petrillo M, Avallone A, Delrio P, Tatangelo F, Petrillo A. Role of magnetic resonance imaging in locally advanced rectal cancer, colorectal cancer—surgery, diagnostics and treatment. In: Khan J, editor. InTech. 2014. https://doi.org/10.5772/56831.
Beets-Tan RG, Beets GL. Rectal cancer: review with emphasis on MR imaging. Radiology. 2004;232(2):335–46.
Leach MO, Brindle KM, Evelhoch JL, Griffiths JR, Horsman MR, Jackson A, Jayson GC, Judson IR, Knopp MV, Maxwell RJ, McIntyre D, Padhani AR, Price P, Rathbone R, Rustin GJ, Tofts PS, Tozer GM, Vennart W, Waterton JC, Williams SR, Workman P, Pharmacodynamic/Pharmacokinetic Technologies Advisory Committee, Drug Development Office, Cancer Research UK. The assessment of antiangiogenic and antivascular therapies in early-stage clinical trials using magnetic resonance imaging: issues and recommendations. Br J Cancer. 2005;92(9):1599–610.
Petrillo A, Fusco R, Petrillo M, Granata V, Sansone M, Avallone A, Delrio P, Pecori B, Tatangelo F, Ciliberto G. Standardized Index of Shape (SIS): a quantitative DCE-MRI parameter to discriminate responders by non-responders after neoadjuvant therapy in LARC. Eur Radiol. 2015;25(7):1935–45.
Petrillo M, Fusco R, Catalano O, Sansone M, Avallone A, Delrio P, Pecori B, Tatangelo F, Petrillo A. MRI for assessing response to neoadjuvant therapy in locally advanced rectal cancer using DCE-MR and DW-MR data sets: a preliminary report. Biomed Res Int. 2015;2015:514740.
Beets-Tan RG, Beets GL. MRI for assessing and predicting response to neoadjuvant treatment in rectal cancer. Nat Rev Gastroenterol Hepatol. 2014;11(8):480–8.
Phongkitkarun S, Tohmad U, Larbcharoensub N, Sumbunnanondha K, Swangsilpa T, Sirachainan E. DCE-MRI-derived parameters as predictors of response to neo-adjuvant chemoradiation treatment of rectal carcinoma. J Med Assoc Thai. 2016;99(3):338–47.
Le Bihan D, Breton E, Lallemand D, Aubin ML, Vignaud J, Laval-Jeantet M. Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging. Radiology. 1988;168(2):497–505.
Le Bihan D, Breton E, Lallemand D, Grenier P, Cabanis E, Laval-Jeantet M. MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology. 1986;161(2):401–7.
Oto A, Yang C, Kayhan A, Tretiakova M, Antic T, Schmid-Tannwald C, Eggener S, Karczmar GS, Stadler WM. Diffusion-weighted and dynamic contrast-enhanced MRI of prostate cancer: correlation of quantitative MR parameters with Gleason score and tumor angiogenesis. AJR Am J Roentgenol. 2011;197(6):1382–90.
Curvo-Semedo L, Lambregts DM, Maas M, Thywissen T, Mehsen RT, Lammering G, Beets GL, Caseiro-Alves F, Beets-Tan RG. Rectal cancer: assessment of complete response to preoperative combined radiation therapy with chemotherapy–conventional MR volumetry versus diffusion-weighted MR imaging. Radiology. 2011;260(3):734–43.
Deux AJ-F, Brugieres P, Rahmouni A. Liver cirrhosis: intravoxel incoherent motion MR imaging-pilot study. Radiology. 2008;249(3):891–9.
Wirestam R, Borg M, Brockstedt S, Lindgren A, Holtas S, Stahlberg F. Perfusion-related parameters in intravoxel incoherent motion MR imaging compared with CBV and CBF measured by dynamic susceptibility contrast MR technique. Acta Radiol. 2001;42(2):123–8.
Granata V, Fusco R, Catalano O, Guarino B, Granata F, Tatangelo F, Avallone A, Piccirillo M, Palaia R, Izzo F, Petrillo A. Intravoxel incoherent motion (IVIM) in diffusion-weighted imaging (DWI) for Hepatocellular carcinoma: correlation with histologic grade. Oncotarget. 2016;7(48):79357–64.
Granata V, Fusco R, Catalano O, Filice S, Amato DM, Nasti G, Avallone A, Izzo F, Petrillo A. Early assessment of colorectal cancer patients with liver metastases treated with antiangiogenic drugs: the role of intravoxel incoherent motion in diffusion-weighted imaging. PLoS ONE. 2015;10(11):e0142876.
Dresen RC, Beets GL, Rutten HJ, Engelen SM, Lahaye MJ, Vliegen RF, de Bruïne AP, Kessels AG, Lammering G, Beets-Tan RG. Locally advanced rectal cancer: MR imaging for restaging after neoadjuvant radiation therapy with concomitant chemotherapy. Part I. Are we able to predict tumor confined to the rectal wall? Radiology. 2009;252(1):81–91.
Fusco R, Petrillo A, Petrillo M, Sansone M. Use of tracer kinetic models for selection of semi-quantitative features for DCE-MRI data classification. Appl Magn Reson. 2013;44(11):1311–24.
Fusco R, Sansone M, Petrillo A. A comparison of fitting algorithms for diffusion-weighted MRI data analysis using an intravoxel incoherent motion model. MAGMA. 2017;30(2):113–20.
Seber GAF, Wild CJ. Nonlinear regression. New York: Wiley; 1989.
Andreola S, Leo E, Belli F, Bonfanti G, Sirizzotti G, Greco P, Valvo F, Tomasic G, Gallino GF. Adenocarcinoma of the lower third of the rectum surgically treated with a < 10-mm distal clearance: preliminary results in 35 N0 patients. Ann Surg Oncol. 2001;8(7):611–5.
Mandard AM, Dalibard F, Mandard JC, Marnay J, Henry-Amar M, Petiot JF, Roussel A, Jacob JH, Segol P, Samama G, et al. Pathologic assessment of tumor regression after preoperative chemoradiotherapy of esophageal carcinoma. Clinicopathologic correlations. Cancer. 1994;73(11):2680–6.
Choi MH, Oh SN, Rha SE, Choi JI, Lee SH, Jang HS, Kim JG, Grimm R, Son Y. Diffusion-weighted imaging: apparent diffusion coefficient histogram analysis for detecting pathologic complete response to chemoradiotherapy in locally advanced rectal cancer. J Magn Reson Imaging. 2015. https://doi.org/10.1002/jmri.25117.
Doi H, Beppu N, Kato T, Noda M, Yanagi H, Tomita N, Kamikonya N, Hirota S. Diffusion-weighted magnetic resonance imaging for prediction of tumor response to neoadjuvant chemoradiotherapy using irinotecan plus S-1 for rectal cancer. Mol Clin Oncol. 2015;3(5):1129–34.
Nougaret S, Vargas HA, Lakhman Y, Sudre R, Do RK, Bibeau F, Azria D, Assenat E, Molinari N, Pierredon MA, Rouanet P, Guiu B. Intravoxel incoherent motion-derived histogram metrics for assessment of response after combined chemotherapy and radiation therapy in rectal cancer: initial experience and comparison between single-section and volumetric analyses. Radiology. 2016;280(2):446–54.
Petrillo A, Fusco R, Petrillo M, Granata V, Delrio P, Bianco F, Pecori B, Botti G, Tatangelo F, Caracò C, Aloj L, Avallone A, Lastoria S. Standardized Index of Shape (DCE-MRI) and standardized uptake value (PET/CT): two quantitative approaches to discriminate chemo-radiotherapy locally advanced rectal cancer responders under a functional profile. Oncotarget. 2017;8(5):8143–53.
Iima M, Le Bihan D. Clinical intravoxel incoherent motion and diffusion mr imaging: past, present, and future. Radiology. 2016;278(1):13–32.
Rega D, Pecori B, Scala D, Avallone A, Pace U, Petrillo A, Aloj L, Tatangelo F, Delrio P. Evaluation of tumor response after short-course radiotherapy and delayed surgery for rectal cancer. PLoS ONE. 2016;11(8):e0160732.
Pecori B, Lastoria S, Caracò C, Celentani M, Tatangelo F, Avallone A, Rega D, De Palma G, Mormile M, Budillon A, Muto P, Bianco F, Aloj L, Petrillo A, Delrio P. Sequential PET/CT with [18F]-FDG predicts pathological tumor response to preoperative short course radiotherapy with delayed surgery in patients with locally advanced rectal cancer using logistic regression analysis. PLoS ONE. 2017;12(1):e0169462.
Siegel R, Dresel S, Koswig S, Gebauer B, Hunerbein M, Schneider W, Schlag PM. Response to preoperative short-course radiotherapy in locally advanced rectal cancer: value of f-fluorodeoxyglucose positron emission tomography. Onkologie. 2008;31(4):166–72.
Janssen MH, Ollers MC, van Stiphout RG, Buijsen J, van den Bogaard J, de Ruysscher D, Lambin P, Lammering G. Evaluation of early metabolic responses in rectal cancer during combined radiochemotherapy or radiotherapy alone: sequential FDG-PET-CT findings. Radiother Oncol. 2010;94(2):151–5.
Lambrecht M, Deroose C, Roels S, Vandecaveye V, Penninckx F, Sagaert X, van Cutsem E, de Keyzer F, Haustermans K. The use of FDG-PET/CT and diffusion weighted magnetic resonance imaging for response prediction before, during and after preoperative chemoradiotherapy for rectal cancer. Acta Oncol. 2010;49:956–63.
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Writing/editorial support in the preparation of this manuscript was provided by Di Giovanni Manuela, University of Technology, Sydney, Australia.
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Patients were included in the study in accordance with the approved guidelines of the local ethical committee of National Cancer Institute of Naples “Pascale Foundation” and gave their written informed consent.
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Petrillo, A., Fusco, R., Granata, V. et al. MR imaging perfusion and diffusion analysis to assess preoperative Short Course Radiotherapy response in locally advanced rectal cancer: Standardized Index of Shape by DCE-MRI and intravoxel incoherent motion-derived parameters by DW-MRI. Med Oncol 34, 198 (2017). https://doi.org/10.1007/s12032-017-1059-2
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DOI: https://doi.org/10.1007/s12032-017-1059-2