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Background: Overexpression of EGFR is a negative prognostic factor in head and neck squamous cell carcinoma (HNSCC). Patients with HNSCC who respond to EGFR-targeted tyrosine kinase inhibitors (TKIs) eventually develop acquired resistance. Strategies to identify HNSCC patients likely to benefit from EGFR-targeted therapies, together with biomarkers of treatment response, would have clinical value. Methods: Functional MRI and 18F-FDG PET were used to visualize and quantify imaging biomarkers associated with drug response within size-matched EGFR TKI-resistant CAL 27 (CALR) and sensitive (CALS) HNSCC xenografts in vivo, and pathological correlates sought. Results: Intrinsic susceptibility, oxygen-enhanced and dynamic contrast-enhanced MRI revealed significantly slower baseline R2∗ , lower hyperoxia-induced ΔR2∗ and volume transfer constant Ktrans in the CALR tumors which were associated with significantly lower Hoechst 33342 uptake and greater pimonidazole-adduct formation. There was no difference in oxygen-induced ΔR1 or water diffusivity between the CALR and CALS xenografts. PET revealed significantly higher relative uptake of 18F-FDG in the CALR cohort, which was associated with significantly greater Glut-1 expression. Conclusions: CALR xenografts established from HNSCC cells resistant to EGFR TKIs are more hypoxic, poorly perfused and glycolytic than sensitive CALS tumors. MRI combined with PET can be used to non-invasively assess HNSCC response/resistance to EGFR inhibition.
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Purpose: To evaluate intrinsic susceptibility (IS) MRI for the identification of cycling hypoxia, and the assessment of its extent and spatial distribution, in head and neck squamous cell carcinoma (HNSCC) xenografts and patients.Experimental Design: Quantitation of the transverse relaxation rate, R2*, which is sensitive to paramagnetic deoxyhemoglobin, using serial IS-MRI acquisitions, was used to monitor temporal oscillations in levels of paramagnetic deoxyhemoglobin in human CALR xenografts and patients with HNSCC at 3T. Autocovariance and power spectrum analysis of variations in R2* was performed for each imaged voxel, to assess statistical significance and frequencies of cycling changes in tumor blood oxygenation. Pathologic correlates with tumor perfusion (Hoechst 33342), hypoxia (pimonidazole), and vascular density (CD31) were sought in the xenografts, and dynamic contrast-enhanced (DCE) MRI was used to assess patient tumor vascularization. The prevalence of fluctuations within patient tumors, DCE parameters, and treatment outcome were reported.Results: Spontaneous R2* fluctuations with a median periodicity of 15 minutes were detected in both xenografts and patient tumors. Spatially, these fluctuations were predominantly associated with regions of heterogeneous perfusion and hypoxia in the CALR xenografts. In patients, R2* fluctuations spatially correlated with regions of lymph nodes with low Ktrans values, typically in the vicinity of necrotic cores.Conclusions: IS-MRI can be used to monitor variations in levels of paramagnetic deoxyhemoglobin, associated with cycling hypoxia. The presence of such fluctuations may be linked with impaired tumor vasculature, the presence of which may impact treatment outcome. Clin Cancer Res; 23(15); 4233-41. ©2017 AACR.
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Carcinoma de Células Escamosas/diagnóstico por imagen , Neoplasias de Cabeza y Cuello/diagnóstico por imagen , Ganglios Linfáticos/diagnóstico por imagen , Imagen por Resonancia Magnética , Neovascularización Patológica/diagnóstico por imagen , Animales , Carcinoma de Células Escamosas/tratamiento farmacológico , Carcinoma de Células Escamosas/patología , Hipoxia de la Célula/genética , Línea Celular Tumoral , Medios de Contraste/uso terapéutico , Femenino , Neoplasias de Cabeza y Cuello/tratamiento farmacológico , Neoplasias de Cabeza y Cuello/patología , Humanos , Ganglios Linfáticos/patología , Masculino , Ratones , Neovascularización Patológica/tratamiento farmacológico , Neovascularización Patológica/patología , Nitroimidazoles/administración & dosificación , Tolerancia a Radiación/efectos de los fármacos , Carcinoma de Células Escamosas de Cabeza y Cuello , Resultado del Tratamiento , Ensayos Antitumor por Modelo de XenoinjertoRESUMEN
The aim of this study was to use the combined carbogen-ultrasmall superparamagnetic iron oxide (CUSPIO) magnetic resonance imaging (MRI) method, which uses spatial correlations in independent susceptibility imaging biomarkers, to investigate and compare the impact of tumor size and anatomical site on vascular structure and function in vivo. Mice bearing either subcutaneous or orthotopic PC3 LN3 prostate tumors were imaged at 7âT, using a multi-gradient echo sequence to quantify R2, before and during carbogen (95% O2/5% CO2) breathing, and subsequently following intravenous administration of USPIO particles. Carbogen and USPIO-induced changes in R2 were used to inform on hemodynamic vasculature and fractional blood volume (%), respectively. The CUSPIO imaging data were also segmented to identify and assess five categories of R2 response. Small and large subcutaneous and orthotopic tumor cohorts all exhibited significantly (Pâ<â0.05) different median baseline R2, ΔR2carbogen, and fractional blood volume. CUSPIO imaging showed that small subcutaneous tumors predominantly exhibited a negative ΔR2carbogen followed by a positive ΔR2USPIO, consistent with a well perfused tumor vasculature. Large subcutaneous tumors exhibited a small positive ΔR2carbogen and relatively low fractional blood volume, suggesting less functional vasculature. Orthotopic tumors revealed a large, positive ΔR2carbogen, consistent with vascular steal, and which may indicate that vascular function is more dependent on site of implantation than tumor size. Regions exhibiting significant ΔR2carbogen, but no significant ΔR2USPIO, suggesting transient vascular shutdown over the experimental timecourse, were apparent in all 3 cohorts. CUSPIO imaging can inform on efficient drug delivery via functional vasculature in vivo, and on appropriate tumor model selection for pre-clinical therapy trials.
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Dióxido de Carbono/química , Compuestos Férricos/química , Imagen por Resonancia Magnética , Nanopartículas de Magnetita , Neovascularización Patológica/diagnóstico por imagen , Oxígeno/química , Neoplasias de la Próstata/diagnóstico por imagen , Animales , Línea Celular Tumoral , Modelos Animales de Enfermedad , Compuestos Férricos/metabolismo , Xenoinjertos/diagnóstico por imagen , Humanos , Masculino , Tamaño de la PartículaRESUMEN
BACKGROUND: To assess antivascular effects, and evaluate clinically translatable magnetic resonance imaging (MRI) biomarkers of tumour response in vivo, following treatment with vanucizumab, a bispecific human antibody against angiopoietin-2 (Ang-2) and vascular endothelial growth factor-A (VEGF-A). METHODS: Colo205 colon cancer xenografts were imaged before and 5 days after treatment with a single 10 mg kg(-1) dose of either vanucizumab, bevacizumab (anti-human VEGF-A), LC06 (anti-murine/human Ang-2) or omalizumab (anti-human IgE control). Volumetric response was assessed using T2-weighted MRI, and diffusion-weighted, dynamic contrast-enhanced (DCE) and susceptibility contrast MRI used to quantify tumour water diffusivity (apparent diffusion coefficient (ADC), × 10(6) mm(2) s(-1)), vascular perfusion/permeability (K(trans), min(-1)) and fractional blood volume (fBV, %) respectively. Pathological correlates were sought, and preliminary gene expression profiling performed. RESULTS: Treatment with vanucizumab, bevacizumab or LC06 induced a significant (P<0.01) cytolentic response compared with control. There was no significant change in tumour ADC in any treatment group. Uptake of Gd-DTPA was restricted to the tumour periphery in all post-treatment groups. A significant reduction in tumour K(trans) (P<0.05) and fBV (P<0.01) was determined 5 days after treatment with vanucizumab only. This was associated with a significant (P<0.05) reduction in Hoechst 33342 uptake compared with control. Gene expression profiling identified 20 human genes exclusively regulated by vanucizumab, 6 of which are known to be involved in vasculogenesis and angiogenesis. CONCLUSIONS: Vanucizumab is a promising antitumour and antiangiogenic treatment, whose antivascular activity can be monitored using DCE and susceptibility contrast MRI. Differential gene expression in vanucizumab-treated tumours is regulated by the combined effect of Ang-2 and VEGF-A inhibition.
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Adenocarcinoma/tratamiento farmacológico , Inhibidores de la Angiogénesis/uso terapéutico , Anticuerpos Biespecíficos/uso terapéutico , Anticuerpos Monoclonales/uso terapéutico , Neoplasias del Colon/tratamiento farmacológico , Perfilación de la Expresión Génica , Imagen por Resonancia Magnética/métodos , Terapia Molecular Dirigida , Neovascularización Patológica/tratamiento farmacológico , Adenocarcinoma/irrigación sanguínea , Adenocarcinoma/diagnóstico por imagen , Adenocarcinoma/patología , Inhibidores de la Angiogénesis/inmunología , Angiopoyetina 2/antagonistas & inhibidores , Angiopoyetina 2/inmunología , Animales , Anticuerpos Monoclonales/inmunología , Anticuerpos Monoclonales Humanizados , Bevacizumab/uso terapéutico , Línea Celular Tumoral , Neoplasias del Colon/irrigación sanguínea , Neoplasias del Colon/diagnóstico por imagen , Neoplasias del Colon/patología , Replicación del ADN/efectos de los fármacos , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Humanos , Inmunoglobulina E/inmunología , Ratones , Neovascularización Patológica/diagnóstico por imagen , Neovascularización Patológica/patología , Omalizumab/uso terapéutico , Carga Tumoral , Factor A de Crecimiento Endotelial Vascular/antagonistas & inhibidores , Factor A de Crecimiento Endotelial Vascular/inmunología , Ensayos Antitumor por Modelo de XenoinjertoRESUMEN
PURPOSE: To evaluate and histologically qualify carbogen-induced ΔR2 as a noninvasive magnetic resonance imaging biomarker of improved tumor oxygenation using a double 2-nitroimidazole hypoxia marker approach. METHODS AND MATERIALS: Multigradient echo images were acquired from mice bearing GH3 prolactinomas, preadministered with the hypoxia marker CCI-103F, to quantify tumor R2 during air breathing. With the mouse remaining positioned within the magnet bore, the gas supply was switched to carbogen (95% O2, 5% CO2), during which a second hypoxia marker, pimonidazole, was administered via an intraperitoneal line, and an additional set of identical multigradient echo images acquired to quantify any changes in tumor R2. Hypoxic fraction was quantified histologically using immunofluorescence detection of CCI-103F and pimonidazole adduct formation from the same whole tumor section. Carbogen-induced changes in tumor pO2 were further validated using the Oxylite fiberoptic probe. RESULTS: Carbogen challenge significantly reduced mean tumor R2 from 116 ± 13 s(-1) to 97 ± 9 s(-1) (P<.05). This was associated with a significantly lower pimonidazole adduct area (2.3 ± 1%), compared with CCI-103F (6.3 ± 2%) (P<.05). A significant correlation was observed between ΔR2 and Δhypoxic fraction (r=0.55, P<.01). Mean tumor pO2 during carbogen breathing significantly increased from 6.3 ± 2.2 mm Hg to 36.0 ± 7.5 mm Hg (P<.01). CONCLUSIONS: The combined use of intrinsic susceptibility magnetic resonance imaging with a double hypoxia marker approach corroborates carbogen-induced ΔR2 as a noninvasive imaging biomarker of increased tumor oxygenation.
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Dióxido de Carbono/metabolismo , Hipoxia de la Célula , Imagen por Resonancia Magnética/métodos , Nitroimidazoles/metabolismo , Consumo de Oxígeno , Oxígeno/metabolismo , Neoplasias Hipofisarias/metabolismo , Prolactinoma/metabolismo , Animales , Biomarcadores/metabolismo , Dióxido de Carbono/administración & dosificación , Inmunohistoquímica , Ratones , Nitroimidazoles/administración & dosificación , Oxígeno/administración & dosificación , Presión ParcialRESUMEN
PURPOSE: To investigate the combined use of hyperoxia-inducedΔR(2) * and ΔR(1) as a noninvasive imaging biomarker of tumor hypoxia. MATERIALS AND METHODS: MRI was performed on rat GH3 prolactinomas (n = 6) and human PC3 prostate xenografts (n = 6) propagated in nude mice. multiple gradient echo and inversion recovery truefisp images were acquired from identical transverse slices to quantify tumor R(2) * and R(1)before and during carbogen (95% O2 /5% CO2 ) challenge, and correlates of ΔR(2) * and ΔR(1) assessed. RESULTS: Mean baseline R(2) * and R(1) were 119 ± 7 s(-1) and 0.6 ± 0.03 s(-1) for GH3 prolactinomas and 77 ± 12 s(-1) and 0.7 ± 0.02 s(-1) for PC3 xenografts, respectively. During carbogen breathing, mean ΔR(2) * and ΔR(1) were -20 ± 8 s(-1) and 0.08 ± 0.03 s(-1) for GH3 and -0.5 ± 1 s(-1) and 0.2 ± 0.08 s(-1) for the PC3 tumors, respectively. A pronounced relationship betweenΔR(2) * and ΔR(1) was revealed. CONCLUSION: Considering the blood oxygen-hemoglobin dissociation curve, fast R2 * suggested that GH3 prolactinomas were more hypoxic at baseline, and their carbogen response dominated by increased hemoglobin oxygenation, evidenced by highly negative ΔR(2) *. PC3 tumors were less hypoxic at baseline, and their response to carbogen dominated by increased dissolved oxygen, evidenced by highly positive ΔR(1) . Because the two biomarkers are sensitive to different oxygenation ranges, the combination of ΔR(2) * and ΔR(1) may better characterize tumor hypoxia than each alone.
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Algoritmos , Interpretación de Imagen Asistida por Computador/métodos , Neoplasias Experimentales/diagnóstico , Neoplasias Experimentales/metabolismo , Oximetría/métodos , Oxígeno/metabolismo , Animales , Biomarcadores/metabolismo , Biomarcadores de Tumor/metabolismo , Línea Celular Tumoral , Humanos , Aumento de la Imagen/métodos , Ratones , Ratones Desnudos , Reproducibilidad de los Resultados , Sensibilidad y EspecificidadRESUMEN
PURPOSE: To evaluate noninvasive and clinically translatable magnetic resonance (MR) imaging biomarkers of therapeutic response in the TH-MYCN transgenic mouse model of aggressive, MYCN-amplified neuroblastoma. MATERIALS AND METHODS: All experiments were performed in accordance with the local ethical review panel and the UK Home Office Animals Scientific Procedures Act 1986 and with the UK National Cancer Research Institute guidelines for the welfare of animals in cancer research. Multiparametric MR imaging was performed of abdominal tumors found in the TH-MYCN model. T2-weighted MR imaging, quantitation of native relaxation times T1 and T2, the relaxation rate R2*, and dynamic contrast-enhanced MR imaging were used to monitor tumor response to cyclophosphamide (25 mg/kg), the vascular disrupting agent ZD6126 (200 mg/kg), or the antiangiogenic agent cediranib (6 mg/kg, daily). Any significant changes in the measured parameters, and in the magnitude of the changes after treatment between treated and control cohorts, were identified by using Student two-tailed paired and unpaired t test, respectively, with a 5% level of significance. RESULTS: Treatment with cyclophosphamide or cediranib induced a 54% or 20% reduction in tumor volume at 48 hours, respectively (P < .005 and P < .005, respectively; P < .005 and P < .005 versus control, respectively). Treatment with ZD6126 induced a 45% reduction in mean tumor volume 24 hours after treatment (P < .005; P < .005 versus control). The antitumor activity of cyclophosphamide, cediranib, and ZD6126 was consistently associated with a decrease in tumor T1 (P < .005, P < .005, and P < .005, respectively; P < .005, P < .005, and P < .005 versus control, respectively) and with a correlation between therapy-induced changes in native T1 and changes in tumor volume (r = 0.56; P < .005). Tumor response to cediranib was also associated with a decrease in the dynamic contrast-enhanced MR imaging-derived volume transfer constant (P = .07; P < .05 versus control) and enhancing fraction (P < .05; P < .01 versus control), and an increase in R2* (P < .005; P < .05 versus control). CONCLUSION: The T1 relaxation time is a robust noninvasive imaging biomarker of response to therapy in tumors in TH-MYCN mice, which emulate high-risk neuroblastoma in children. T1 measurements can be readily implemented on clinical MR systems and should be investigated in translational clinical trials of new targeted therapies for pediatric neuroblastoma. SUPPLEMENTAL MATERIAL: http://radiology.rsna.org/lookup/suppl/doi:10.1148/radiol.12120128/-/DC1.
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Antineoplásicos/uso terapéutico , Modelos Animales de Enfermedad , Neuroblastoma/tratamiento farmacológico , Neuroblastoma/patología , Animales , Biomarcadores , Humanos , Imagen por Resonancia Magnética , Ratones , Ratones Transgénicos , Proteína Proto-Oncogénica N-Myc , Pronóstico , Proteínas Proto-Oncogénicas/genética , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Resultado del TratamientoRESUMEN
Vessel size index (R(v), µm) has been proposed as a quantitative magnetic resonance imaging (MRI) derived imaging biomarker in oncology, for the non-invasive assessment of tumour blood vessel architecture and vascular targeted therapies. Appropriate pre-clinical evaluation of R(v) in animal tumour models will improve the interpretation and guide the introduction of the biomarker into clinical studies. The objective of this study was to compare R(v) measured in vivo with vessel size measurements from high-resolution X-ray computed tomography (µCT) of vascular corrosion casts measured post mortem from the same tumours, with and without vascular targeted therapy. MRI measurements were first acquired from subcutaneous SW1222 colorectal xenografts in mice following treatment with 0 (n=6), 30 (n=6) or 200 mg/kg (n=3) of the vascular disrupting agent ZD6126. The mice were then immediately infused with a low viscosity resin and, following polymerisation and maceration of surrounding tissues, the resulting tumour vascular casts were dissected and subsequently imaged using an optimised µCT imaging approach. Vessel diameters were not measurable by µCT in the 200 mg/kg group as the high dose of ZD6126 precluded delivery of the resin to the tumour vascular bed. The mean R(v) for the three treatment groups was 24, 23 and 23.5 µm respectively; the corresponding µCT measurements from corrosion casts from the 0 and 30 mg/kg cohorts were 25 and 28 µm. The strong association between the in vivo MRI and post mortem µCT values supports the use of R(v) as an imaging biomarker in clinical trials of investigational vascular targeted therapies.
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Molde por Corrosión/métodos , Imagen por Resonancia Magnética/métodos , Animales , Biomarcadores/metabolismo , Línea Celular Tumoral , Relación Dosis-Respuesta a Droga , Femenino , Humanos , Ratones , Ratones Desnudos , Trasplante de Neoplasias , Compuestos Organofosforados/farmacología , Factores de Tiempo , Tomografía Computarizada por Rayos X/métodos , Microtomografía por Rayos X/métodosRESUMEN
The recently described combined carbogen USPIO (CUSPIO) magnetic resonance imaging (MRI) method uses spatial correlations in independent imaging biomarkers to assess specific components of tumor vascular structure and function. Our study aimed to evaluate CUSPIO biomarkers for the assessment of tumor response to antiangiogenic therapy. CUSPIO imaging was performed in subcutaneous rat C6 gliomas before and 2 days after treatment with the potent VEGF-signaling inhibitor cediranib (n = 12), or vehicle (n = 12). Histological validation of Hoechst 33342 uptake (perfusion), smooth muscle actin staining (maturation), pimonidazole adduct formation (hypoxia) and necrosis were sought. Following treatment, there was a significant decrease in fractional blood volume (-43%, p < 0.01) and a significant increase in hemodynamic vascular functionality (treatment altered ΔR(2) *(carbogen) from 1.2 to -0.2 s(-1) , p < 0.05). CUSPIO imaging revealed an overall significant decrease in plasma perfusion (-27%, p < 0.05) following cediranib treatment, that was associated with selective effects on immature blood vessels. The CUSPIO responses were associated with a significant 15% reduction in Hoechst 33342 uptake (p < 0.05), but no significant difference in vascular maturation or necrosis. Additionally, treatment with cediranib resulted in a significant 40% increase in tumor hypoxia (p < 0.05). The CUSPIO imaging method provides novel and more specific biomarkers of tumor vessel maturity and vascular hemodynamics, and their response to VEGF-signaling inhibition, compared to current MR imaging biomarkers utilized in the clinic. Such biomarkers may prove effective in longitudinally monitoring tumor vascular remodeling and/or evasive resistance in response to antiangiogenic therapy.
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Inhibidores de la Angiogénesis/uso terapéutico , Biomarcadores de Tumor/metabolismo , Dextranos , Glioma/irrigación sanguínea , Glioma/tratamiento farmacológico , Nanopartículas de Magnetita , Quinazolinas/uso terapéutico , Animales , Bencimidazoles/farmacología , Medios de Contraste , Colorantes Fluorescentes/farmacología , Glioma/diagnóstico , Imagen por Resonancia Magnética , Masculino , Nitroimidazoles/metabolismo , Fármacos Sensibilizantes a Radiaciones/metabolismo , Ratas , Ratas Desnudas , Células Tumorales CultivadasRESUMEN
A combined carbogen ultrasmall superparamagnetic iron oxide (USPIO) imaging protocol was developed and applied in vivo in two murine colorectal tumor xenograft models, HCT116 and SW1222, with established disparate vascular morphology, to investigate whether additional information could be extracted from the combination of two susceptibility MRI biomarkers. Tumors were imaged before and during carbogen breathing and subsequently following intravenous administration of USPIO particles. A novel segmentation method was applied to the image data, from which six categories of R(2)* response were identified, and compared with histological analysis of the vasculature. In particular, a strong association between a negative ΔR(2)*(carbogen) followed by positive ΔR(2)*(USPIO) with the uptake of the perfusion marker Hoechst 33342 was determined. Regions of tumor tissue where there was a significant ΔR(2)*(carbogen) but no significant ΔR(2)*(USPIO) were also identified, suggesting these regions became temporally isolated from the vascular supply during the experimental timecourse. These areas correlated with regions of tumor tissue where there was CD31 staining but no Hoechst 33342 uptake. Significantly, different combined carbogen USPIO responses were determined between the two tumor models. Combining ΔR(2)*(carbogen) and ΔR(2)*(USPIO) with a novel segmentation scheme can facilitate the interpretation of susceptibility contrast MRI data and enable a deeper interrogation of tumor vascular function and architecture.