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Erschienen in: Angiogenesis 4/2017

18.07.2017 | Original Paper

Early prediction of tumor response to bevacizumab treatment in murine colon cancer models using three-dimensional dynamic contrast-enhanced ultrasound imaging

verfasst von: Jianhua Zhou, Huiping Zhang, Huaijun Wang, Amelie M. Lutz, Ahmed El Kaffas, Lu Tian, Dimitre Hristov, Jürgen K. Willmann

Erschienen in: Angiogenesis | Ausgabe 4/2017

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Abstract

Due to spatial tumor heterogeneity and consecutive sampling errors, it is critically important to assess treatment response following antiangiogenic therapy in three dimensions as two-dimensional assessment has been shown to substantially over- and underestimate treatment response. In this study, we evaluated whether three-dimensional (3D) dynamic contrast-enhanced ultrasound (DCE-US) imaging allows assessing early changes in tumor perfusion following antiangiogenic treatment (bevacizumab administered at a dose of 10 mg/kg b.w.), and whether these changes could predict treatment response in colon cancer tumors that either are responsive (LS174T tumors) or none responsive (CT26) to the proposed treatment. Our results showed that the perfusion parameters of 3D DCE-US including peak enhancement (PE) and area under curve (AUC) significantly decreased by up to 69 and 77%, respectively, in LS174T tumors within 1 day after antiangiogenic treatment (P = 0.005), but not in CT26 tumors (P > 0.05). Similarly, the percentage area of neovasculature significantly decreased in treated versus control LS174T tumors (P < 0.001), but not in treated versus control CT26 tumors (P = 0.796). Early decrease in both PE and AUC by 45–50% was predictive of treatment response in 100% (95% CI 69.2, 100%) of responding tumors, and in 100% (95% CI 88.4, 100%) and 86.7% (95% CI 69.3, 96.2%), respectively, of nonresponding tumors. In conclusion, 3D DCE-US provides clinically relevant information on the variability of tumor response to antiangiogenic therapy and may be further developed as biomarker for predicting treatment outcomes.
Literatur
4.
Zurück zum Zitat Cremolini C, Loupakis F, Antoniotti C, Lupi C, Sensi E, Lonardi S, Mezi S, Tomasello G, Ronzoni M, Zaniboni A, Tonini G, Carlomagno C, Allegrini G, Chiara S, D’Amico M, Granetto C, Cazzaniga M, Boni L, Fontanini G, Falcone A (2015) FOLFOXIRI plus bevacizumab versus FOLFIRI plus bevacizumab as first-line treatment of patients with metastatic colorectal cancer: updated overall survival and molecular subgroup analyses of the open-label, phase 3 TRIBE study. Lancet Oncol 16(13):1306–1315. doi:10.1016/S1470-2045(15)00122-9 CrossRefPubMed Cremolini C, Loupakis F, Antoniotti C, Lupi C, Sensi E, Lonardi S, Mezi S, Tomasello G, Ronzoni M, Zaniboni A, Tonini G, Carlomagno C, Allegrini G, Chiara S, D’Amico M, Granetto C, Cazzaniga M, Boni L, Fontanini G, Falcone A (2015) FOLFOXIRI plus bevacizumab versus FOLFIRI plus bevacizumab as first-line treatment of patients with metastatic colorectal cancer: updated overall survival and molecular subgroup analyses of the open-label, phase 3 TRIBE study. Lancet Oncol 16(13):1306–1315. doi:10.​1016/​S1470-2045(15)00122-9 CrossRefPubMed
5.
Zurück zum Zitat Bennouna J, Sastre J, Arnold D, Osterlund P, Greil R, Van Cutsem E, von Moos R, Vieitez JM, Bouche O, Borg C, Steffens CC, Alonso-Orduna V, Schlichting C, Reyes-Rivera I, Bendahmane B, Andre T, Kubicka S, Investigators MLS (2013) Continuation of bevacizumab after first progression in metastatic colorectal cancer (ML18147): a randomised phase 3 trial. Lancet Oncol 14(1):29–37. doi:10.1016/S1470-2045(12)70477-1 CrossRefPubMed Bennouna J, Sastre J, Arnold D, Osterlund P, Greil R, Van Cutsem E, von Moos R, Vieitez JM, Bouche O, Borg C, Steffens CC, Alonso-Orduna V, Schlichting C, Reyes-Rivera I, Bendahmane B, Andre T, Kubicka S, Investigators MLS (2013) Continuation of bevacizumab after first progression in metastatic colorectal cancer (ML18147): a randomised phase 3 trial. Lancet Oncol 14(1):29–37. doi:10.​1016/​S1470-2045(12)70477-1 CrossRefPubMed
6.
Zurück zum Zitat 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. European Organization for Research and Treatment of Cancer, National Cancer Institute of the United States, National Cancer Institute of Canada. J Natl Cancer Inst 92(3):205–216CrossRefPubMed 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. European Organization for Research and Treatment of Cancer, National Cancer Institute of the United States, National Cancer Institute of Canada. J Natl Cancer Inst 92(3):205–216CrossRefPubMed
7.
Zurück zum Zitat Hlatky L, Hahnfeldt P, Folkman J (2002) Clinical application of antiangiogenic therapy: microvessel density, what it does and doesn’t tell us. J Natl Cancer Inst 94(12):883–893CrossRefPubMed Hlatky L, Hahnfeldt P, Folkman J (2002) Clinical application of antiangiogenic therapy: microvessel density, what it does and doesn’t tell us. J Natl Cancer Inst 94(12):883–893CrossRefPubMed
11.
Zurück zum Zitat Wang H, Lutz AM, Hristov D, Tian L, Willmann JK (2017) Intra-animal comparison between three-dimensional molecularly targeted US and three-dimensional dynamic contrast-enhanced US for early antiangiogenic treatment assessment in colon cancer. Radiology 282(2):443–452. doi:10.1148/radiol.2016160032 CrossRefPubMed Wang H, Lutz AM, Hristov D, Tian L, Willmann JK (2017) Intra-animal comparison between three-dimensional molecularly targeted US and three-dimensional dynamic contrast-enhanced US for early antiangiogenic treatment assessment in colon cancer. Radiology 282(2):443–452. doi:10.​1148/​radiol.​2016160032 CrossRefPubMed
12.
Zurück zum Zitat Varey AH, Rennel ES, Qiu Y, Bevan HS, Perrin RM, Raffy S, Dixon AR, Paraskeva C, Zaccheo O, Hassan AB, Harper SJ, Bates DO (2008) VEGF 165 b, an antiangiogenic VEGF-A isoform, binds and inhibits bevacizumab treatment in experimental colorectal carcinoma: balance of pro- and antiangiogenic VEGF-A isoforms has implications for therapy. Br J Cancer 98(8):1366–1379. doi:10.1038/sj.bjc.6604308 CrossRefPubMedPubMedCentral Varey AH, Rennel ES, Qiu Y, Bevan HS, Perrin RM, Raffy S, Dixon AR, Paraskeva C, Zaccheo O, Hassan AB, Harper SJ, Bates DO (2008) VEGF 165 b, an antiangiogenic VEGF-A isoform, binds and inhibits bevacizumab treatment in experimental colorectal carcinoma: balance of pro- and antiangiogenic VEGF-A isoforms has implications for therapy. Br J Cancer 98(8):1366–1379. doi:10.​1038/​sj.​bjc.​6604308 CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Fischer C, Jonckx B, Mazzone M, Zacchigna S, Loges S, Pattarini L, Chorianopoulos E, Liesenborghs L, Koch M, De Mol M, Autiero M, Wyns S, Plaisance S, Moons L, van Rooijen N, Giacca M, Stassen JM, Dewerchin M, Collen D, Carmeliet P (2007) Anti-PlGF inhibits growth of VEGF(R)-inhibitor-resistant tumors without affecting healthy vessels. Cell 131(3):463–475. doi:10.1016/j.cell.2007.08.038 CrossRefPubMed Fischer C, Jonckx B, Mazzone M, Zacchigna S, Loges S, Pattarini L, Chorianopoulos E, Liesenborghs L, Koch M, De Mol M, Autiero M, Wyns S, Plaisance S, Moons L, van Rooijen N, Giacca M, Stassen JM, Dewerchin M, Collen D, Carmeliet P (2007) Anti-PlGF inhibits growth of VEGF(R)-inhibitor-resistant tumors without affecting healthy vessels. Cell 131(3):463–475. doi:10.​1016/​j.​cell.​2007.​08.​038 CrossRefPubMed
14.
Zurück zum Zitat Xu L, Stevens J, Hilton MB, Seaman S, Conrads TP, Veenstra TD, Logsdon D, Morris H, Swing DA, Patel NL, Kalen J, Haines DC, Zudaire E, St Croix B (2014) COX-2 inhibition potentiates antiangiogenic cancer therapy and prevents metastasis in preclinical models. Sci Transl Med 6(242):242ra284. doi:10.1126/scitranslmed.3008455 CrossRef Xu L, Stevens J, Hilton MB, Seaman S, Conrads TP, Veenstra TD, Logsdon D, Morris H, Swing DA, Patel NL, Kalen J, Haines DC, Zudaire E, St Croix B (2014) COX-2 inhibition potentiates antiangiogenic cancer therapy and prevents metastasis in preclinical models. Sci Transl Med 6(242):242ra284. doi:10.​1126/​scitranslmed.​3008455 CrossRef
15.
Zurück zum Zitat Ren Y, Fleischmann D, Foygel K, Molvin L, Lutz AM, Koong AC, Jeffrey RB, Tian L, Willmann JK (2012) Antiangiogenic and radiation therapy: early effects on in vivo computed tomography perfusion parameters in human colon cancer xenografts in mice. Investig Radiol 47(1):25–32. doi:10.1097/RLI.0b013e31823a82f6 CrossRef Ren Y, Fleischmann D, Foygel K, Molvin L, Lutz AM, Koong AC, Jeffrey RB, Tian L, Willmann JK (2012) Antiangiogenic and radiation therapy: early effects on in vivo computed tomography perfusion parameters in human colon cancer xenografts in mice. Investig Radiol 47(1):25–32. doi:10.​1097/​RLI.​0b013e31823a82f6​ CrossRef
16.
Zurück zum Zitat Heijmen L, Punt CJ, Ter Voert EG, de Geus-Oei LF, Heerschap A, Bussink J, Sweep CG, Zerbi V, Oyen WJ, Span PN, Boerman O, van Laarhoven HW (2013) Monitoring the effects of bevacizumab beyond progression in a murine colorectal cancer model: a functional imaging approach. Investig New Drugs 31(4):881–890. doi:10.1007/s10637-012-9920-9 CrossRef Heijmen L, Punt CJ, Ter Voert EG, de Geus-Oei LF, Heerschap A, Bussink J, Sweep CG, Zerbi V, Oyen WJ, Span PN, Boerman O, van Laarhoven HW (2013) Monitoring the effects of bevacizumab beyond progression in a murine colorectal cancer model: a functional imaging approach. Investig New Drugs 31(4):881–890. doi:10.​1007/​s10637-012-9920-9 CrossRef
17.
Zurück zum Zitat Zhang HP, Shi QS, Li F, Liu L, Bai M, Gu JY, Wu Y, Du LF (2013) Regions of interest and parameters for the quantitative analysis of contrast-enhanced ultrasound to evaluate the anti-angiogenic effects of bevacizumab. Mol Med Rep 8(1):154–160. doi:10.3892/mmr.2013.1499 CrossRefPubMed Zhang HP, Shi QS, Li F, Liu L, Bai M, Gu JY, Wu Y, Du LF (2013) Regions of interest and parameters for the quantitative analysis of contrast-enhanced ultrasound to evaluate the anti-angiogenic effects of bevacizumab. Mol Med Rep 8(1):154–160. doi:10.​3892/​mmr.​2013.​1499 CrossRefPubMed
18.
Zurück zum Zitat Heijmen L, Ter Voert EG, Punt CJ, Heerschap A, Oyen WJ, Bussink J, Sweep CG, Laverman P, Span PN, de Geus-Oei LF, Boerman OC, van Laarhoven HW (2014) Monitoring hypoxia and vasculature during bevacizumab treatment in a murine colorectal cancer model. Contrast Media Mol Imaging 9(3):237–245. doi:10.1002/cmmi.1564 CrossRefPubMed Heijmen L, Ter Voert EG, Punt CJ, Heerschap A, Oyen WJ, Bussink J, Sweep CG, Laverman P, Span PN, de Geus-Oei LF, Boerman OC, van Laarhoven HW (2014) Monitoring hypoxia and vasculature during bevacizumab treatment in a murine colorectal cancer model. Contrast Media Mol Imaging 9(3):237–245. doi:10.​1002/​cmmi.​1564 CrossRefPubMed
19.
Zurück zum Zitat Greis C (2011) Quantitative evaluation of microvascular blood flow by contrast-enhanced ultrasound (CEUS). Clin Hemorheol Microcirc 49(1–4):137–149. doi:10.3233/CH-2011-1464 PubMed Greis C (2011) Quantitative evaluation of microvascular blood flow by contrast-enhanced ultrasound (CEUS). Clin Hemorheol Microcirc 49(1–4):137–149. doi:10.​3233/​CH-2011-1464 PubMed
21.
Zurück zum Zitat Heckel F, Schwier M, Peitgen H-O (2009) Object oriented application development with MeVisLab and Python. GI Jahrestag 154:1338–1351 Heckel F, Schwier M, Peitgen H-O (2009) Object oriented application development with MeVisLab and Python. GI Jahrestag 154:1338–1351
22.
Zurück zum Zitat Strouthos C, Lampaskis M, Sboros V, McNeilly A, Averkiou M (2010) Indicator dilution models for the quantification of microvascular blood flow with bolus administration of ultrasound contrast agents. IEEE Trans Ultrason Ferroelectr Freq Control 57(6):1296–1310. doi:10.1109/TUFFC.2010.1550 CrossRefPubMed Strouthos C, Lampaskis M, Sboros V, McNeilly A, Averkiou M (2010) Indicator dilution models for the quantification of microvascular blood flow with bolus administration of ultrasound contrast agents. IEEE Trans Ultrason Ferroelectr Freq Control 57(6):1296–1310. doi:10.​1109/​TUFFC.​2010.​1550 CrossRefPubMed
25.
Zurück zum Zitat Obermueller E, Vosseler S, Fusenig NE, Mueller MM (2004) Cooperative autocrine and paracrine functions of granulocyte colony-stimulating factor and granulocyte-macrophage colony-stimulating factor in the progression of skin carcinoma cells. Cancer Res 64(21):7801–7812. doi:10.1158/0008-5472.CAN-03-3301 CrossRefPubMed Obermueller E, Vosseler S, Fusenig NE, Mueller MM (2004) Cooperative autocrine and paracrine functions of granulocyte colony-stimulating factor and granulocyte-macrophage colony-stimulating factor in the progression of skin carcinoma cells. Cancer Res 64(21):7801–7812. doi:10.​1158/​0008-5472.​CAN-03-3301 CrossRefPubMed
27.
Zurück zum Zitat Baetke SC, Rix A, Tranquart F, Schneider R, Lammers T, Kiessling F, Lederle W (2016) Squamous cell carcinoma xenografts: use of VEGFR2-targeted microbubbles for combined functional and molecular US to monitor antiangiogenic therapy effects. Radiology 278(2):430–440. doi:10.1148/radiol.2015142899 CrossRefPubMed Baetke SC, Rix A, Tranquart F, Schneider R, Lammers T, Kiessling F, Lederle W (2016) Squamous cell carcinoma xenografts: use of VEGFR2-targeted microbubbles for combined functional and molecular US to monitor antiangiogenic therapy effects. Radiology 278(2):430–440. doi:10.​1148/​radiol.​2015142899 CrossRefPubMed
28.
Zurück zum Zitat Zocco MA, Garcovich M, Lupascu A, Di Stasio E, Roccarina D, Annicchiarico BE, Riccardi L, Ainora ME, Ponziani F, Caracciolo G, Rapaccini GL, Landolfi R, Siciliano M, Pompili M, Gasbarrini A (2013) Early prediction of response to sorafenib in patients with advanced hepatocellular carcinoma: the role of dynamic contrast enhanced ultrasound. J Hepatol 59(5):1014–1021. doi:10.1016/j.jhep.2013.06.011 CrossRefPubMed Zocco MA, Garcovich M, Lupascu A, Di Stasio E, Roccarina D, Annicchiarico BE, Riccardi L, Ainora ME, Ponziani F, Caracciolo G, Rapaccini GL, Landolfi R, Siciliano M, Pompili M, Gasbarrini A (2013) Early prediction of response to sorafenib in patients with advanced hepatocellular carcinoma: the role of dynamic contrast enhanced ultrasound. J Hepatol 59(5):1014–1021. doi:10.​1016/​j.​jhep.​2013.​06.​011 CrossRefPubMed
30.
Zurück zum Zitat Williams R, Hudson JM, Lloyd BA, Sureshkumar AR, Lueck G, Milot L, Atri M, Bjarnason GA, Burns PN (2011) Dynamic microbubble contrast-enhanced US to measure tumor response to targeted therapy: a proposed clinical protocol with results from renal cell carcinoma patients receiving antiangiogenic therapy. Radiology 260(2):581–590. doi:10.1148/radiol.11101893 CrossRefPubMed Williams R, Hudson JM, Lloyd BA, Sureshkumar AR, Lueck G, Milot L, Atri M, Bjarnason GA, Burns PN (2011) Dynamic microbubble contrast-enhanced US to measure tumor response to targeted therapy: a proposed clinical protocol with results from renal cell carcinoma patients receiving antiangiogenic therapy. Radiology 260(2):581–590. doi:10.​1148/​radiol.​11101893 CrossRefPubMed
31.
Zurück zum Zitat Lassau N, Bonastre J, Kind M, Vilgrain V, Lacroix J, Cuinet M, Taieb S, Aziza R, Sarran A, Labbe-Devilliers C, Gallix B, Lucidarme O, Ptak Y, Rocher L, Caquot LM, Chagnon S, Marion D, Luciani A, Feutray S, Uzan-Augui J, Coiffier B, Benastou B, Koscielny S (2014) Validation of dynamic contrast-enhanced ultrasound in predicting outcomes of antiangiogenic therapy for solid tumors: the French multicenter support for innovative and expensive techniques study. Investig Radiol 49(12):794–800. doi:10.1097/RLI.0000000000000085 CrossRef Lassau N, Bonastre J, Kind M, Vilgrain V, Lacroix J, Cuinet M, Taieb S, Aziza R, Sarran A, Labbe-Devilliers C, Gallix B, Lucidarme O, Ptak Y, Rocher L, Caquot LM, Chagnon S, Marion D, Luciani A, Feutray S, Uzan-Augui J, Coiffier B, Benastou B, Koscielny S (2014) Validation of dynamic contrast-enhanced ultrasound in predicting outcomes of antiangiogenic therapy for solid tumors: the French multicenter support for innovative and expensive techniques study. Investig Radiol 49(12):794–800. doi:10.​1097/​RLI.​0000000000000085​ CrossRef
32.
Zurück zum Zitat Wang H, Kaneko OF, Tian L, Hristov D, Willmann JK (2015) Three-dimensional ultrasound molecular imaging of angiogenesis in colon cancer using a clinical matrix array ultrasound transducer. Investig Radiol 50(5):322–329. doi:10.1097/RLI.0000000000000128 CrossRef Wang H, Kaneko OF, Tian L, Hristov D, Willmann JK (2015) Three-dimensional ultrasound molecular imaging of angiogenesis in colon cancer using a clinical matrix array ultrasound transducer. Investig Radiol 50(5):322–329. doi:10.​1097/​RLI.​0000000000000128​ CrossRef
34.
Zurück zum Zitat Wang Y, Dong L, Bi Q, Ge X, Zhang X, Wu D, Fu J, Zhang C, Wang C, Li S (2011) Beyond antiangiogenesis: intratumorally injected bevacizumab plays a cisplatin-sensitizing role in squamous cell carcinomas in mice. Chemotherapy 57(3):244–252. doi:10.1159/000326485 CrossRefPubMed Wang Y, Dong L, Bi Q, Ge X, Zhang X, Wu D, Fu J, Zhang C, Wang C, Li S (2011) Beyond antiangiogenesis: intratumorally injected bevacizumab plays a cisplatin-sensitizing role in squamous cell carcinomas in mice. Chemotherapy 57(3):244–252. doi:10.​1159/​000326485 CrossRefPubMed
Metadaten
Titel
Early prediction of tumor response to bevacizumab treatment in murine colon cancer models using three-dimensional dynamic contrast-enhanced ultrasound imaging
verfasst von
Jianhua Zhou
Huiping Zhang
Huaijun Wang
Amelie M. Lutz
Ahmed El Kaffas
Lu Tian
Dimitre Hristov
Jürgen K. Willmann
Publikationsdatum
18.07.2017
Verlag
Springer Netherlands
Erschienen in
Angiogenesis / Ausgabe 4/2017
Print ISSN: 0969-6970
Elektronische ISSN: 1573-7209
DOI
https://doi.org/10.1007/s10456-017-9566-5

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