Value of DCE-MRI and FDG-PET/CT in the prediction of response to preoperative chemotherapy with bevacizumab for colorectal liver metastases

S De Bruyne, N Van Damme, P Smeets, L Ferdinande, W Ceelen, J Mertens, C Van de Wiele, R Troisi, L Libbrecht, S Laurent, K Geboes, M Peeters, S De Bruyne, N Van Damme, P Smeets, L Ferdinande, W Ceelen, J Mertens, C Van de Wiele, R Troisi, L Libbrecht, S Laurent, K Geboes, M Peeters

Abstract

Background: The purpose of this study was to assess the role of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) and (18)F-fluorodeoxyglucose positron emission tomography computed tomography (FDG-PET/CT) for evaluation of response to chemotherapy and bevacizumab and for prediction of progression-free survival (PFS) in patients with metastatic colorectal cancer (mCRC) with potentially resectable liver lesions.

Methods: A total of 19 mCRC patients were treated with FOLFOX/FOLFIRI and bevacizumab followed by surgery. Dynamic contrast-enhanced magnetic resonance imaging and FDG-PET/CT were performed before treatment and after cycle 5. PET results were quantified by calculating maximum standardised uptake value (SUV(max)) whereas area under the enhancement curve (AUC), initial AUC (iAUC) and the endothelial transfer constant (K(trans)) were used to quantify DCE-MRI. Pathological analysis of the resection specimen was performed, including measurement of microvessel density (MVD) and proliferation index.

Results: Both AUC and iAUC were significantly decreased following bevacizumab therapy (median change of 22% (P=0.002) and 40% (P=0.001) for AUC and iAUC, respectively). Progression-free survival benefit was shown for patients with >40% reduction in K(trans) (P=0.019). In the group of radiological responders, the median baseline SUV(max) was 3.77 (IQR: 2.88-5.60) compared with 7.20 (IQR: 4.67-8.73) in nonresponders (P=0.021). A higher follow-up SUV(max) was correlated with worse PFS (P=0.012). Median MVD was 10.9. Progression-free survival was significantly shorter in patients with an MVD greater than 10, compared with patients with lower MVD (10 months compared with 16 months, P=0.016).

Conclusion: High relative decrease in K(trans), low follow-up SUV(max) and low MVD are favourable prognostic factors for mCRC patients treated with bevacizumab before surgery.

Figures

Figure 1
Figure 1
Flow chart of the study.
Figure 2
Figure 2
(A) Baseline MR image showing a large colorectal metastasis in the right liver lobe. (B) Signal intensity time course in regions of interest placed over the aorta (upper curve), normal liver parenchyma (middle curve) and tumour tissue (lower curve). (C) Parametric map of Ktrans (ml-1/1000) before therapy start. (D) Parametric map of Ktrans after 1 cycle of bevacizumab-containing chemotherapy. A clear effect is seen at the angiogenic tumour rim. The arrow points to the pixel (aorta) used as the arterial input for modelling.
Figure 3
Figure 3
Median values of AUC (A), iAUC (B) and Ktrans (C) at each time point. Two-sided P-values were calculated with the Wilcoxon signed rank test. Significant P-values are reported.
Figure 4
Figure 4
Cumulative progression-free survival rates stratified by ΔKtrans after 1 cycle of chemotherapy (A), ΔKtrans at the end of chemotherapy (B), metabolic CR (C) and MVD (D).
Figure 5
Figure 5
FDG-PET images of a metabolic responder (A) and nonresponder (B) before and after chemotherapy.

References

    1. Bauerle T, Bartling S, Berger M, Schmitt-Graff A, Hilbig H, Kauczor HU, Delorme S, Kiessling F (2010) Imaging anti-angiogenic treatment response with DCE-VCT, DCE-MRI and DWI in an animal model of breast cancer bone metastasis. Eur J Radiol 73(2): 280–287
    1. Bisdas S, Seitz O, Middendorp M, Chambron-Pinho N, Bisdas T, Vogl TJ, Hammerstingl R, Ernemann U, Mack MG (2010) An exploratory pilot study into the association between microcirculatory parameters derived by MRI-based pharmacokinetic analysis and glucose utilization estimated by PET-CT imaging in head and neck cancer. Eur Radiol 20(10): 2358–2366
    1. Blazer DG, Kishi Y, Maru DM, Kopetz S, Chun YS, Overman MJ, Fogelman D, Eng C, Chang DZ, Wang H, Zorzi D, Ribero D, Ellis LM, Glover KY, Wolff RA, Curley SA, Abdalla EK, Vauthey JN (2008) Pathologic response to preoperative chemotherapy: a new outcome end point after resection of hepatic colorectal metastases. J Clin Oncol 26(33): 5344–5351
    1. Bystrom P, Berglund A, Garske U, Jacobsson H, Sundin A, Nygren P, Frodin JE, Glimelius B (2009) Early prediction of response to first-line chemotherapy by sequential F-18 -2-fluoro-2-deoxy-D-glucose positron emission tomography in patients with advanced colorectal cancer. Ann Oncol 20(6): 1057–1061
    1. Cascini GL, Avallone A, Delrio P, Guida C, Tatangelo F, Marone P, Aloj L, De Martinis F, Comella P, Parisi V, Lastoria S (2006) F-18-FDG PET is an early predictor of pathologic tumor response to preoperative radiochemotherapy in locally advanced rectal cancer. J Nucl Med 47(8): 1241–1248
    1. Casneuf VF, Delrue L, Van Damme N, Demetter P, Robert P, Corot C, Duyck P, Ceelen W, Boterberg T, Peeters M (2011) Noninvasive monitoring of therapy-induced microvascular changes in a pancreatic cancer model using dynamic contrast-enhanced magnetic resonance imaging with P846, a new low-diffusible gadolinium-based contrast agent. Radiat Res 175(1): 10–20
    1. Ceelen W, Smeets P, Backes W, Van Damme N, Boterberg T, Demetter P, Bouckenooghe I, De Visschere M, Peeters M, Pattyn P (2006) Noninvasive monitoring of radiotherapy-induced microvascular changes using dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) in a colorectal tumor model. Int J Radiat Oncol Biol Phys 64(4): 1188–1196
    1. Chaudhury P, Hassanain M, Bouganim N, Salman A, Kavan P, Metrakos P (2010) Perioperative chemotherapy with bevacizumab and liver resection for colorectal cancer liver metastasis. Hpb 12(1): 37–42
    1. Choti MA, Sitzmann JV, Tiburi MF, Sumetchotimetha W, Rangsin R, Schulick RD, Lillemoe KD, Yeo CJ, Cameron JL (2002) Trends in long-term survival following liver resection for hepatic colorectal metastases. Ann Surg 235(6): 759–765
    1. Chun YS, Vauthey JN, Ribero D, Donadon M, Mullen JT, Eng C, Madoff DC, Chang DZ, Ho L, Kopetz S, Wei SH, Curley SA, Abdalla EK (2007) Systemic chemotherapy and two-stage hepatectomy for extensive bilateral colorectal liver metastases: perioperative safety and survival. J Gastrointest Surg 11(11): 1498–1504
    1. Cunningham D, Humblet Y, Siena S, Khayat D, Bleiberg H, Santoro A, Bets D, Mueser M, Harstrick A, Verslype C, Chau I, Van Cutsem E (2004) Cetuximab monotherapy and cetuximab plus irinotecan in irinotecan-refractory metastatic colorectal cancer. New Engl J Med 351(4): 337–345
    1. de Geus-Oei LF, van Laarhoven HWM, Visser EP, Hermsen R, van Hoorn BA, Kamm YJL, Krabbe PFM, Corstens FHM, Punt CJA, Oyen WJG (2008) Chemotherapy response evaluation with FDG-PET in patients with colorectal cancer. Ann Oncol 19(2): 348–352
    1. de Langen AJ, van den Boogaart V, Lubberink M, Backes WH, Marcus JT, van Tinteren H, Pruim J, Brans B, Leffers P, Dingemans AMC, Smit EF, Groen HJM, Hoekstra OS (2011) Monitoring response to antiangiogenic therapy in non-small cell lung cancer using imaging markers derived from PET and dynamic contrast-enhanced MRI. J Nucl Med 52(1): 48–55
    1. Dimitrakopoulou-Strauss A, Strauss LG, Burger C, Ruhl A, Irngartinger G, Stremmel W, Rudi J (2004) Prognostic aspects of F-18-FDG PET kinetics in patients with metastatic colorectal carcinoma receiving FOLFOX chemotherapy. J Nucl Med 45(9): 1480–1487
    1. Donckier V, Van Laethem JL, Goldman S, Van Gansbeke D, Feron P, Ickx B, Wikler D, Gelin M (2003) F-18 fluorodeoxyglucose positron emission tomography as a tool for early recognition of incomplete tumor destruction after radiofrequency ablation for liver metastases. J Surg Oncol 84(4): 215–223
    1. Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, Ford R, Dancey J, Arbuck S, Gwyther S, Mooney M, Rubinstein L, Shankar L, Dodd L, Kaplan R, Lacombe D, Verweij J (2009) New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1). Eur J Cancer 45(2): 228–247
    1. Ellingsen C, Egeland TA, Galappathi K, Rofstad EK (2010) Dynamic contrast-enhanced magnetic resonance imaging of human cervical carcinoma xenografts: pharmacokinetic analysis and correlation to tumor histomorphology. Radiother Oncol 97(2): 217–224
    1. Flaherty TK, Rosen AM, Heitjan FD, Gallagher LM, Schwartz B, Schnall MD, O'Dwyer JP (2008) Pilot study of DCE-MRI to predict progression-free survival with sorafenib therapy in renal cell carcinoma. Canc Biol Ther 7(4): 496–501
    1. Gruenberger B, Tamandl D, Schueller J, Scheithauer W, Zielinski C, Herbst F, Gruenberger T (2008) Bevacizumab, capecitabine, and oxaliplatin as neoadjuvant therapy for patients with potentially curable metastatic colorectal cancer. J Clin Oncol 26(11): 1830–1835
    1. Guillem JG, Moore HG, Akhurst T, Klimstra DS, Ruo L, Mazumdar M, Minsky BD, Saltz L, Wong WD, Larson S (2004) Sequential preoperative fluorodeoxyglucose-positron emission tomography assessment of response to preoperative chemoradiation: a means for determining longterm outcomes of rectal cancer. J Am Coll Surgeons 199(1): 1–7
    1. Hirashima Y, Yamada Y, Tateishi U, Kato K, Miyake M, Horita Y, Akiyoshi K, Takashima A, Okita N, Takahari D, Nakajima T, Hamaguchi T, Shimada Y, Shirao K (2011) Pharmacokinetic parameters from 3-Tesla DCE-MRI as surrogate biomarkers of antitumor effects of bevacizumab plus FOLFIRI in colorectal cancer with liver metastasis. Int J Cancer 130(10): 2359–2365
    1. Hurwitz H, Fehrenbacher L, Novotny W, Cartwright T, Hainsworth J, Heim W, Berlin J, Baron A, Griffing S, Holmgren E, Ferrara N, Fyfe G, Rogers B, Ross R, Kabbinavar F (2004) Bevacizumab plus irinotecan, fluorouracil, and leucovorin for metastatic colorectal cancer. New Engl J Med 350(23): 2335–2342
    1. Jarnagin WR, Schwartz LH, Gultekin DH, Gonen M, Haviland D, Shia J, D'Angelica M, Fong Y, DeMatteo R, Tse A, Blumgart LH, Kemeny N (2009) Regional chemotherapy for unresectable primary liver cancer: results of a phase II clinical trial and assessment of DCE-MRI as a biomarker of survival. Ann Oncol 20(9): 1589–1595
    1. Langenhoff BS, Oyen WJG, Jager GJ, Strijk SP, Wobbes T, Corstens FHM, Ruers TJM (2002) Efficacy of fluorine-18-deoxyglucose positron emission tomography in detecting tumor recurrence after local ablative therapy for liver metastases: a prospective study. J Clin Oncol 20(22): 4453–4458
    1. 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 (2005) 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 92(9): 1599–1610
    1. Leporrier J, Maurel J, Chiche L, Bara S, Segol P, Launoy G (2006) A population-based study of the incidence, management and prognosis of hepatic metastases from colorectal cancer. Brit J Surg 93(4): 465–474
    1. Li SP, Makris A, Beresford MJ, Taylor NJ, Ah-See MLW, Stirling JJ, d'Arcy JA, Collins DJ, Kozarski R, Padhani AR (2011) Use of dynamic contrast-enhanced MR imaging to predict survival in patients with primary breast cancer undergoing neoadjuvant chemotherapy. Radiology 260(1): 68–78
    1. Liu G, Rugo HS, Wilding G, McShane TM, Evelhoch JL, Ng C, Jackson E, Kelcz F, Yeh BM, Lee FT, Charnsangavej C, Park JW, Ashton EA, Steinfeldt HM, Pithavala YK, Reich SD, Herbst RS (2005) Dynamic contrast-enhanced magnetic resonance imaging as a pharmacodynamic measure of response after acute dosing of AG-013736, an oral angiogenesis inhibitor, in patients with advanced solid tumors: results from a phase I study. J Clin Oncol 23(24): 5464–5473
    1. Miyagawa S, Miwa S, Soeda J, Kobayashi A, Kawasaki S (2002) Morphometric analysis of liver macrophages in patients with colorectal liver metastasis. Clin Exp Metastasis 19(2): 119–125
    1. Morgan B, Thomas AL, Drevs J, Hennig J, Buchert M, Jivan A, Horsfield MA, Mross K, Ball HA, Lee L, Mietlowski W, Fuxius S, Unger C, O'Byrne K, Henry A, Cherryman GR, Laurent D, Dugan M, Marme D, Steward WP (2003) Dynamic contrast-enhanced magnetic resonance imaging as a biomarker for the pharmacological response of PTK787/ZK 222584, an inhibitor of the vascular endothelial growth factor receptor tyrosine kinases, in patients with advanced colorectal cancer and liver metastases: results from two phase I studies. J Clin Oncol 21(21): 3955–3964
    1. Mulder K, Scarfe A, Chua N, Spratlin J (2011) The role of bevacizumab in colorectal cancer: understanding its benefits and limitations. Expert Opin Biol Ther 11(3): 405–413
    1. Nanashima A, Ito M, Sekine I, Naito S, Yamaguchi H, Nakagoe T, Ayabe H (1998) Significance of angiogenic factors in liver metastatic tumors originating from colorectal cancers. Digest Dis Sci 43(12): 2634–2640
    1. Nanashima A, Shibata K, Nakayama T, Tobinaga S, Araki M, Kunizaki M, Takeshita H, Hidaka S, Sawai T, Nagayasu T, Yasutake T (2009) Clinical significance of microvessel count in patients with metastatic liver cancer originating from colorectal carcinoma. Ann Surg Oncol 16(8): 2130–2137
    1. Nanashima A, Yamaguchi H, Sawai T, Yamaguchi E, Kidogawa H, Matsuo S, Yasutake T, Tsuji T, Jibiki M, Nakagoe T, Ayabe H (2001) Prognostic factors in hepatic metastases of colorectal carcinoma—Immunohistochemical analysis of tumor biological factors. Digest Dis Sci 46(8): 1623–1628
    1. Nordlinger B, Sorbye H, Glimelius B, Poston GJ, Schlag PM, Rougier P, Bechstein WO, Primrose JN, Euan TW, Finch-Jones M, Jaeck D, Mirza D, Parks RW, Collette L, Praet M, Bethe U, Van Cutsem E, Scheithauer W, Gruenberger T FFCD EGTCCRUA-CA (2008) Perioperative chemotherapy with FOLFOX4 and surgery versus surgery alone for resectable liver metastases from colorectal cancer (EORTC Intergroup trial 40983): a randomised controlled trial. Lancet 371(9617): 1007–1016
    1. O'Connor JP, Rose CJ, Jackson A, Watson Y, Cheung S, Maders F, Whitcher BJ, Roberts C, Buonaccorsi GA, Thompson G, Clamp AR, Jayson GC, Parker GJ (2011) DCE-MRI biomarkers of tumour heterogeneity predict CRC liver metastasis shrinkage following bevacizumab and FOLFOX-6. Br J Cancer 105(1): 139–145
    1. Pamecha V, Nedjat-Shokouhi B, Gurusamy K, Glantzounis GK, Sharma D, Davidson BR (2008) Prospective evaluation of two-stage hepatectomy combined with selective portal vein embolisation and systemic chemotherapy for patients with unresectable bilobar colorectal liver metastases. Dig Surg 25 5: 387–393
    1. Rehman S, Jayson GC (2005) Molecular imaging of antiangiogenic agents. Oncologist 10(2): 92–103
    1. Riedl CC, Akhurst T, Larson S, Stanziale SF, Tuorto S, Bhargava A, Hricak H, Klimstra D, Fong Y (2007) 18F-FDG PET scanning correlates with tissue markers of poor prognosis and predicts mortality for patients after liver resection for colorectal metastases. J Nucl Med 48(5): 771–775
    1. Saltz LB, Clarke S, Diaz-Rubio E, Scheithauer W, Figer A, Wong R, Koski S, Lichinitser M, Yang TS, Rivera F, Couture F, Sirzen F, Cassidy J (2008) Bevacizumab in combination with oxaliplatin-based chemotherapy as first-line therapy in metastatic colorectal cancer: a randomized phase III study. J Clin Oncol 26(12): 2013–2019
    1. Scheele J, Altendorf-Hofmann A (1999) Resection of colorectal liver metastases. Langenbeck Arch Surg 384(4): 313–327
    1. Shih T, Lindley C (2006) Bevacizumab: an angiogenesis inhibitor for the treatment of solid malignancies. Clin Ther 28(11): 1779–1802
    1. Therasse P, Arbuck SG, Eisenhauer EA, Wanders J, Kaplan RS, Rubinstein L, Verweij J, Van Glabbeke M, van Oosterom AT, Christian MC, Gwyther SG (2000) New guidelines to evaluate the response to treatment in solid tumors. J Natl Cancer Inst 92(3): 205–216
    1. Tofts PS, Brix G, Buckley DL, Evelhocj JL, Henderson E, Knopp MV, Larrson HBW, Lee T-Y (1999) Estimating kinetic parameters from dynamic contrast-enhanced T1-weighted MRI of a diffusable tracer: standardized quantities and symbols. J Magn Reson Imaging 10: 223–232
    1. Togo S, Nagano Y, Masui H, Tanaka K, Miura Y, Morioka D, Endo I, Sekido H, Ike H, Shimada H (2005) Two-stage hepatectomy for multiple bilobular liver metastases from colorectal cancer. Hepato-gastroenterology 52(63): 913–919
    1. Vriens D, van Laarhoven HWM, van Asten JJA, Krabbe PFM, Visser EP, Heerschap A, Punt CJA, de Geus-Oei LF, Oyen WJG (2009) Chemotherapy response monitoring of colorectal liver metastases by dynamic Gd-DTPA-enhanced MRI perfusion parameters and 18F-FDG PET metabolic rate. J Nucl Med 50(11): 1777–1784
    1. Wedam SB, Low JA, Yang SX, Chow CK, Choyke P, Danforth D, Hewitt SM, Berman A, Steinberg SM, Liewehr DJ, Plehn J, Doshi A, Thomasson D, McCarthy N, Koeppen H, Sherman M, Zujewski J, Camphausen K, Chen H, Swain SM (2006) Antiangiogenic and antitumor effects of bevacizumab in patients with inflammatory and locally advanced breast cancer. J Clin Oncol 24(5): 769–777
    1. Wicherts DA, Miller R, de Haas RJ, Bitsakou G, Vibert E, Veilhan LA, Azoulay D, Bismuth H, Castaing D, Adam R (2008) Long-term results of two-stage hepatectomy for irresectable colorectal cancer liver metastases. Ann Surg 248(6): 994–1005

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