RESUMEN
Intracerebral hemorrhage (ICH), being the most severe cerebrovascular disease, accounts for 10-15% of all strokes. Hematoma expansion is one of the most important factors associated with poor outcome in intracerebral hemorrhage (ICH). Several studies have suggested that an "ischemic penumbra" might arise when the hematoma has a large expansion, but clinical studies are inconclusive. We performed a preclinical study to demonstrate the presence of hypoxic-ischemic tissue around the hematoma by means of longitudinal [18F]-fluoromisonidazole ([18F]-FMISO) PET/MRI studies over time in an experimental ICH model. Our results showed that all [18F]-FMISO PET/MRI images exhibited hypoxic-ischemic tissue around the hematoma area. A significant increase of [18F]-FMISO uptake was found at 18-24 h post-ICH when the maximum of hematoma volume is achieved and this increase disappeared before 42 h. These results demonstrate the presence of hypoxic tissue around the hematoma and open the possibility of new therapies aimed to reduce ischemic damage associated with ICH.
Asunto(s)
Hemorragia Cerebral/complicaciones , Hematoma/diagnóstico , Hipoxia-Isquemia Encefálica/diagnóstico , Misonidazol/análogos & derivados , Accidente Cerebrovascular/prevención & control , Anciano , Animales , Encéfalo/irrigación sanguínea , Encéfalo/diagnóstico por imagen , Encéfalo/patología , Hemorragia Cerebral/diagnóstico , Hemorragia Cerebral/patología , Modelos Animales de Enfermedad , Hematoma/etiología , Hematoma/patología , Humanos , Hipoxia-Isquemia Encefálica/etiología , Hipoxia-Isquemia Encefálica/patología , Imagen por Resonancia Magnética/métodos , Masculino , Persona de Mediana Edad , Misonidazol/administración & dosificación , Tomografía Computarizada por Tomografía de Emisión de Positrones/métodos , Ratas , Accidente Cerebrovascular/etiologíaRESUMEN
Tumor-associated hypoxia influences the radiation response of head-and-neck cancer (HNSCC) patients, and a lack of early hypoxia resolution during treatment considerably deteriorates outcomes. As the detrimental effects of hypoxia are partly related to the induction of an immunosuppressive microenvironment, we investigated the interaction between tumor hypoxia dynamics and the PD-1/PD-L1 axis in HNSCC patients undergoing chemoradiation and its relevance for patient outcomes in a prospective trial. Methods: 49 patients treated with definitive chemoradiation for locally advanced HNSCC were enrolled in this trial and received longitudinal hypoxia PET imaging using fluorine-18 misonidazole ([18F]FMISO) at weeks 0, 2 and 5 during treatment. Pre-therapeutic tumor biopsies were immunohistochemically analyzed regarding the PD-1/PD-L1 expression both on immune cells and on tumor cells, and potential correlations between the PD-1/PD-L1 axis and tumor hypoxia dynamics during chemoradiation were assessed using Spearman's rank correlations. Hypoxia dynamics during treatment were quantified by subtracting the standardized uptake value (SUV) index at baseline from the SUV values at weeks 2 or 5, whereby SUV index was defined as ratio of maximum tumor [18F]FMISO SUV to mean SUV in the contralateral sternocleidomastoid muscle (i.e. tumor-to-muscle ratio). The impact of the PD-1/PD-L1 expression alone and in combination with persistent tumor hypoxia on locoregional control (LRC), progression-free survival (PFS) and overall survival (OS) was examined using log-rank tests and Cox proportional hazards models. Results: Neither PD-L1 nor PD-1 expression levels on tumor-infiltrating immune cells influenced LRC (HR = 0.734; p = 0.480 for PD-L1, HR = 0.991; p = 0.989 for PD-1), PFS (HR = 0.813; p = 0.597 for PD-L1, HR = 0.796; p = 0.713 for PD-1) or OS (HR = 0.698; p = 0.405 for PD-L1, HR = 0.315; p = 0.265 for PD-1). However, patients with no hypoxia resolution between weeks 0 and 2 and PD-L1 expression on tumor cells, quantified by a tumor proportional score (TPS) of at least 1%, showed significantly worse LRC (HR = 3.374, p = 0.022) and a trend towards reduced PFS (HR = 2.752, p = 0.052). In the multivariate Cox regression analysis, the combination of absent tumor hypoxia resolution and high tumoral PD-L1 expression remained a significant prognosticator for impaired LRC (HR = 3.374, p = 0.022). On the other side, tumoral PD-L1 expression did not compromise the outcomes of patients whose tumor-associated hypoxia declined between week 0 and 2 during chemoradiation (LRC: HR = 1.186, p = 0.772, PFS: HR = 0.846, p = 0.766). Conclusion: In this exploratory analysis, we showed for the first time that patients with both persistent tumor-associated hypoxia during treatment and PD-L1 expression on tumor cells exhibited a worse outcome, while the tumor cells' PD-L1 expression did not influence the outcomes of patients with early tumor hypoxia resolution. While the results have to be validated in an independent cohort, these findings form a foundation to investigate the combination of hypoxic modification and immune checkpoint inhibitors for the unfavorable subgroup, moving forward towards personalized radiation oncology treatment.
Asunto(s)
Antígeno B7-H1/metabolismo , Neoplasias de Cabeza y Cuello/radioterapia , Misonidazol/análogos & derivados , Receptor de Muerte Celular Programada 1/metabolismo , Carcinoma de Células Escamosas de Cabeza y Cuello/patología , Carcinoma de Células Escamosas de Cabeza y Cuello/terapia , Hipoxia Tumoral/efectos de los fármacos , Adulto , Anciano , Quimioradioterapia/métodos , Femenino , Radioisótopos de Flúor/administración & dosificación , Humanos , Masculino , Persona de Mediana Edad , Misonidazol/administración & dosificación , Misonidazol/uso terapéutico , Tomografía Computarizada por Tomografía de Emisión de Positrones/métodos , Pronóstico , Supervivencia sin Progresión , Estudios ProspectivosRESUMEN
Hypoxia is associated with resistance to radiotherapy and chemotherapy in malignant gliomas, and it can be imaged by positron emission tomography with 18F-fluoromisonidazole (18F-FMISO). Previous results for patients with brain cancer imaged with 18F-FMISO at a single center before conventional chemoradiotherapy showed that tumor uptake via T/Bmax (tissue SUVmax/blood SUV) and hypoxic volume (HV) was associated with poor survival. However, in a multicenter clinical trial (ACRIN 6684), traditional uptake parameters were not found to be prognostically significant, but tumor SUVpeak did predict survival at 1 year. The present analysis considered both study cohorts to reconcile key differences and examine the potential utility of adding radiomic features as prognostic variables for outcome prediction on the combined cohort of 72 patients with brain cancer (30 University of Washington and 42 ACRIN 6684). We used both 18F-FMISO intensity metrics (T/Bmax, HV, SUV, SUVmax, SUVpeak) and assessed radiomic measures that determined first-order (histogram), second-order, and higher-order radiomic features of 18F-FMISO uptake distributions. A multivariate model was developed that included age, HV, and the intensity of 18F-FMISO uptake. HV and SUVpeak were both independent predictors of outcome for the combined data set (P < .001) and were also found significant in multivariate prognostic models (P < .002 and P < .001, respectively). Further model selection that included radiomic features showed the additional prognostic value for overall survival of specific higher order texture features, leading to an increase in relative risk prediction performance by a further 5%, when added to the multivariate clinical model..
Asunto(s)
Neoplasias Encefálicas/diagnóstico por imagen , Fluorodesoxiglucosa F18/farmacocinética , Misonidazol/análogos & derivados , Tomografía de Emisión de Positrones/métodos , Radiofármacos/administración & dosificación , Neoplasias de los Tejidos Blandos/metabolismo , Adulto , Anciano , Femenino , Humanos , Hipoxia/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Misonidazol/administración & dosificación , Pronóstico , Radiofármacos/farmacocinética , Neoplasias de los Tejidos Blandos/patologíaRESUMEN
Hypoxia is a major risk factor of prostate cancer radioresistance. We evaluated hypoxia non-invasively, using 18F-Misonidazole PET/CT prior to radiotherapy and after a dose of 20â¯Gy in intermediate-risk prostate cancer patients. Decreased hypoxic volumes were observed in all patients, suggesting that radiotherapy induces early prostate tumor reoxygenation.
Asunto(s)
Hipoxia de la Célula/efectos de la radiación , Neoplasias de la Próstata/metabolismo , Neoplasias de la Próstata/radioterapia , Hipoxia de la Célula/efectos de los fármacos , Radioisótopos de Flúor , Humanos , Masculino , Persona de Mediana Edad , Misonidazol/administración & dosificación , Oxígeno/metabolismo , Tomografía Computarizada por Tomografía de Emisión de Positrones , Neoplasias de la Próstata/diagnóstico por imagen , Neoplasias de la Próstata/patología , Fármacos Sensibilizantes a Radiaciones/administración & dosificación , Radiofármacos/administración & dosificación , Radioterapia de Intensidad Modulada , Estudios RetrospectivosRESUMEN
BACKGROUND: The use of Misonidazole (MISO), the first and a potential hypoxic tumor cell radiosensitizer, has been limited by peripheral neurotoxicity, thus discouraging phase III clinical trials. OBJECTIVE: To develop a targeted drug delivery and tracing System with pH-sensitive liposomes (SpHLs) and Superparamagnetic Iron Oxide Nanoparticles (SPIONs) to counter MISO-related adverse effects and to enable tracing under magnetic resonance. METHODS: SPION-MISO-SpHLs were prepared by a reverse evaporation and freeze-thawing method. HPLC and phenanthroline spectrophotometry were established for MISO and Fe determination. The characterization and in vitro pH-sensitivity of SPION-MISO-SpHLs were evaluated. RESULTS: The maximal entrapment efficiencies of MISO and SPIONs in SPION-MISO-SpHLs were 30.2% and 23.7%, respectively. The cumulative release rates of MISO and SPIONs were respectively 2.49 and 2.47 times higher in pH 5.5 than in pH 7.4 buffer. The mean particle size of SPION-MISOSpHLs was 950 nm. The zeta potential was -58.9 mV in pH 7.4 buffer and 36.3 mV in pH 5.5 buffer. SEM imaging showed that SPION-MISO-SpHLs had similar spherical morphologies. SPIONs were packed in the center of liposomes and were well dispersed in a TEM graph. Magnetization curve showed that SPION-MISO-SpHLs retained superparamagnetic properties. SPION-MISO-SpHLs were compared with MISO+SPION+blank liposome in hypoxia and control groups of A549 cells. MISO and SPION concentrations in culture medium showed significant differences between the same concentration groups (P < 0.0001) and at different times (P < 0.0001). CONCLUSION: SPION-MISO-SpHLs possess pH-dependent release ability and superparamagnetism, and thus provides a system for targeted delivery and tracing under magnetic resonance.
Asunto(s)
Antineoplásicos/administración & dosificación , Sistemas de Liberación de Medicamentos , Compuestos Férricos/administración & dosificación , Nanopartículas del Metal/administración & dosificación , Misonidazol/administración & dosificación , Células A549 , Antineoplásicos/química , Composición de Medicamentos , Compuestos Férricos/química , Humanos , Concentración de Iones de Hidrógeno , Liposomas , Fenómenos Magnéticos , Nanopartículas del Metal/química , Misonidazol/químicaRESUMEN
The concept of tumour hypoxia as a cause of radiation resistance has been prevalent for over 100 years. During this time, our understanding of tumour hypoxia has matured with the recognition that oxygen tension within a tumour is influenced by both diffusion and perfusion mechanisms. In parallel, clinical strategies to modify tumour hypoxia with the expectation that this will improve response to radiation have been developed and tested in clinical trials. Despite many disappointments, meta-analysis of the data on hypoxia modification confirms a significant impact on both tumour control and survival. Early trials evaluated hyperbaric oxygen followed by a generation of studies testing oxygen mimetics such as misonidazole, pimonidazole and etanidazole. One highly significant result stands out from the use of nimorazole in advanced laryngeal cancer with a significant advantage seen for locoregional control using this radiosensitiser. More recent studies have evaluated carbogen and nicotinamide targeting both diffusion related and perfusion related hypoxia. A significant survival advantage is seen in muscle invasive bladder cancer and also for locoregional control in hypopharygeal cancer associated with a low haemoglobin. New developments include the recognition that mitochondrial complex inhibitors reducing tumour oxygen consumption are potential radiosensitising agents and atovaquone is currently in clinical trials. One shortcoming of past hypoxia modifying trials is the failure to identify oxygenation status and select those patient with significant hypoxia. A range of biomarkers are now available including histological necrosis, immunohistochemical intrinsic markers such as CAIX and Glut 1 and hypoxia gene signatures which have been shown to predict outcome and will inform the next generation of hypoxia modifying clinical trials.
Asunto(s)
Neoplasias/terapia , Consumo de Oxígeno/efectos de los fármacos , Consumo de Oxígeno/efectos de la radiación , Fármacos Sensibilizantes a Radiaciones/farmacología , Hipoxia Tumoral/efectos de los fármacos , Hipoxia Tumoral/efectos de la radiación , Animales , Hipoxia de la Célula/efectos de los fármacos , Hipoxia de la Célula/efectos de la radiación , Femenino , Humanos , Masculino , Misonidazol/administración & dosificación , Neoplasias/mortalidad , Neoplasias/patología , Niacinamida/administración & dosificación , Ensayos Clínicos Controlados Aleatorios como Asunto , Medición de Riesgo , Análisis de Supervivencia , Resultado del TratamientoRESUMEN
BACKGROUND: Hypoxia is a key driver of cancer progression. We evaluated the prognostic impact of 18F-fluoromisonidazole (FMISO) prior to treatment in patients with breast cancer. METHODS: Forty-four patients with stage II/III primary breast cancer underwent positron emission tomography/computed with 18F-fluorodeoxyglucose (FDG-PET/CT) and FMISO. After measurement by FDG-PET/CT, the tissue-to-blood ratio (TBR) was obtained using FMISO-PET/CT. FMISO-TBR was compared for correlation with clinicopathological factors, disease-free survival (DFS), and overall survival (OS). Multiplex cytokines were analyzed for the correlation of FMISO-TBR. RESULTS: Tumors with higher nuclear grade and negativities of estrogen receptor (ER) and progesterone receptor had significantly higher FMISO-TBR than other tumors. Kaplan-Meier survival curves showed that patients with a higher FMISO-TBR (cutoff, 1.48) had a poorer prognosis of DFS (p = 0.0007) and OS (p = 0.04) than those with a lower FMISO-TBR. Multivariate analysis indicated that higher FMISO-TBR and ER negativity were independent predictors of shorter DFS (p = 0.01 and 0.03). Higher FMISO-TBR was associated with higher plasma levels of angiogenic hypoxic markers such as vascular endothelial growth factor, transforming growth factor-α, and interleukin 8. CONCLUSIONS: FMISO-PET/CT is useful for assessing the prognosis of patients with breast cancer, but it should be stratified by ER status. TRIAL REGISTRATION: UMIN Clinical Trials Registry, UMIN000006802 . Registered on 1 December 2011.
Asunto(s)
Neoplasias de la Mama/diagnóstico por imagen , Misonidazol/análogos & derivados , Tomografía Computarizada por Tomografía de Emisión de Positrones/métodos , Radiofármacos/administración & dosificación , Adulto , Anciano , Mama/diagnóstico por imagen , Mama/patología , Neoplasias de la Mama/mortalidad , Hipoxia de la Célula , Supervivencia sin Enfermedad , Femenino , Fluorodesoxiglucosa F18/administración & dosificación , Humanos , Persona de Mediana Edad , Misonidazol/administración & dosificación , Pronóstico , Receptores de Estrógenos/metabolismoRESUMEN
Hypoxia as one of the principal properties of tumor cells is a reaction to the deprivation of oxygen. The location of tumor cells could be identified by assessment of oxygen and nutrient level in human body. Positron emission tomography (PET) is a well-known non-invasive method that is able to measure hypoxia based on the FMISO (Fluoromisonidazole) tracer dynamic. This paper aims to study the PET tracer concentration through convection-diffusion-reaction equations in a real human capillary-like network. A non-uniform oxygen pressure along the capillary path and convection mechanism for FMISO transport are taken into account to accurately model the characteristics of the tracer. To this end, a multi-scale model consists of laminar blood flow through the capillary network, interstitial pressure, oxygen pressure, FMISO diffusion and FMISO convection transport in the extravascular region is developed. The present model considers both normal and tumor tissue regions in computational domain. The accuracy of numerical model is verified with the experimental results available in the literature. The convection and diffusion types of transport mechanism are employed in order to calculate the concentration of FMISO in the normal and tumor sub-domain. The influences of intravascular oxygen pressure, FMISO transport mechanisms, capillary density and different types of tissue on the FMISO concentration have been investigated. According to result (Table 4) the convection mechanism of FMISO molecules transportation is negligible, but it causes more accuracy of the proposed model. The approach of present study can be employed in order to investigate the effects of various parameters, such as tumor shape, on the dynamic behavior of different PET tracers, such as FDG, can be extended to different case study problems, such as drug delivery.
Asunto(s)
Capilares/diagnóstico por imagen , Misonidazol/análogos & derivados , Modelos Cardiovasculares , Nanopartículas , Neoplasias/irrigación sanguínea , Neoplasias/diagnóstico por imagen , Neovascularización Patológica , Oxígeno/sangre , Tomografía de Emisión de Positrones , Radiofármacos/administración & dosificación , Velocidad del Flujo Sanguíneo , Capilares/metabolismo , Capilares/patología , Capilares/fisiopatología , Hipoxia de la Célula , Simulación por Computador , Humanos , Microcirculación , Misonidazol/administración & dosificación , Neoplasias/sangre , Neoplasias/patología , Análisis Numérico Asistido por Computador , Valor Predictivo de las Pruebas , Flujo Sanguíneo Regional , Microambiente TumoralRESUMEN
Quantitative imaging modalities for the analysis of hypoxia in brain tumors are lacking. The objective of this study was to generate absolute maps of tissue ptO2 from [18F]-FMISO images in glioblastoma and less aggressive glioma patients in order to quantitatively assess tumor hypoxia. An ancillary objective was to compare estimated ptO2 values to other biomarkers: perfusion weighted imaging (PWI) and tumor metabolism obtained from 1H-MR mono-voxel spectroscopy (MRS). Ten patients with glioblastoma (GBM) and three patients with less aggressive glioma (nGBM) were enrolled. All patients had [18F]-FMISO and multiparametric MRI (anatomic, PWI, MRS) scans. A non-linear regression was performed to generate ptO2 maps based on normal appearing gray (NAGM) and white matter (NAWM) for each patient. As expected, a marked [18F]-FMISO uptake was observed in GBM patients. The ptO2 based on patient specific calculations was notably low in this group (4.8 ± 1.9 mmHg, p < 0.001) compared to all other groups (nGBM, NAGM and NAWM). The rCBV was increased in GBM (1.4 ± 0.2 when compared to nGBM tumors 0.8 ± 0.4). Lactate (and lipid) concentration increased in GBM (27.8 ± 13.8%) relative to nGBM (p < 0.01). Linear, nonlinear and ROC curve analyses between ptO2 maps, PWI-derived rCBV maps and MRS-derived lipid and lactate concentration strengthens the robustness of our approaches.
Asunto(s)
Mapeo Encefálico/métodos , Neoplasias Encefálicas/diagnóstico por imagen , Glioblastoma/diagnóstico por imagen , Hipoxia Encefálica/diagnóstico por imagen , Misonidazol/análogos & derivados , Adulto , Anciano , Femenino , Sustancia Gris/diagnóstico por imagen , Humanos , Masculino , Persona de Mediana Edad , Misonidazol/administración & dosificación , Imagen de Perfusión , Tomografía Computarizada por Tomografía de Emisión de Positrones , Estudios Prospectivos , Curva ROC , Sustancia Blanca/diagnóstico por imagenRESUMEN
Purpose: We previously detected promising efficacy of neoadjuvant nintedanib (a multityrosine kinase inhibitor, TKI) in early HER2-negative breast cancer. In a preclinical study, we monitored stromal hypoxia with 18F-fluoromisonidazole-positron emission tomography (18F-FMISO-PET); we found that reoxygenation of tumors (or lack of it) during a window-of-opportunity (WoO) treatment with TKIs correlated with the benefit (or lack of it) from TKI-plus-chemotherapy combinations. We studied the predictive role of 18F-FMISO-PET for the TKI nintedanib in the neoadjuvant setting in a phase II WoO randomized trial.Experimental Design: Patients were randomized to a 14-day WoO of nintedanib preceded and followed by an 18F-FMISO-PET, followed by nintedanib plus weekly paclitaxel (Arm A) or an 18F-FMISO-PET followed by weekly paclitaxel (Arm B) before surgery. The endpoint was residual cancer burden (RCB). The objective was to detect the patients with no response (RCB-III) on the basis of the baseline or evolutive 18F-FMISO-PET values/changes.Results: One-hundred and thirty HER2-negative patients were randomized. Seventeen (27.9%), 34 (55.7%), and 8 (13.1%) patients had an RCB of III, II, and I/0, respectively, in Arm A. In this arm, baseline hypoxic tumors had a 4.4-fold higher chance of experiencing RCB = 3 (P = 0.036) compared with baseline normoxic tumors. Nintedanib WoO induced tumor reoxygenation in 24.5% of the patients; those not reoxygenating showed a trend toward higher chance of experiencing RCB-III (6.4-fold; P = 0.09). In Arm B, 18F-FMISO-PET lacked predictive/prognostic value.Conclusions: Baseline hypoxic tumors (measured with 18F-FMISO-PET) do not benefit from neoadjuvant nintedanib. Clin Cancer Res; 23(6); 1432-41. ©2016 AACR.
Asunto(s)
Neoplasias de la Mama/tratamiento farmacológico , Indoles/administración & dosificación , Inhibidores de Proteínas Quinasas/administración & dosificación , Receptor ErbB-2/genética , Adulto , Anciano , Anciano de 80 o más Años , Neoplasias de la Mama/diagnóstico por imagen , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Femenino , Humanos , Indoles/efectos adversos , Persona de Mediana Edad , Misonidazol/administración & dosificación , Misonidazol/análogos & derivados , Terapia Neoadyuvante/efectos adversos , Estadificación de Neoplasias , Paclitaxel/administración & dosificación , Tomografía Computarizada por Tomografía de Emisión de Positrones , Inhibidores de Proteínas Quinasas/efectos adversos , Hipoxia Tumoral/efectos de los fármacosRESUMEN
BACKGROUND: Bevacizumab (BEV), a humanized monoclonal antibody, become a currently important chemotherapeutic option for the patients with recurrent glioma. The aim of this retrospective study is to investigate whether 18F-Fluoromisonidazole (FMISO) PET have the potential to detect BEV-resistant gliomas in the early-stage. METHODS: We reviewed the FMISO PET and MRI appearances before and 3 to 4 courses after BEV treatment on 18 recurrent glioma patients. FMISO accumulation was assessed by visual inspection and semi-quantitative values which were tumor-to-normal (T/N) ratio and hypoxic volume. MRI responses were evaluated based on RANO (Response Assessment in Neuro-Oncology) criteria. The prognostic analysis was performed in relation to the response assessment by FMISO PET and MRI using overall survival (OS) after BEV application. RESULTS: After BEV application, MRI revealed partial response in 14 of 18 patients (78%), of which 9 patients also demonstrated decreased FMISO accumulation. These 9 patients (50%) were classified as "MRI-FMISO double responder". As for the other 5 patients (28%), FMISO accumulation volumes increased or remained stable after BEV treatment although partial responses were achieved on MRI. Therefore, these cases were classified as "MRI-only responder". The remaining 4 patients (22%) did not show treatment response on FMISO PET or MRI ("non-responder"). MRI-FMISO double responders showed significantly longer OS than that in other groups (median 12.4 vs 5.7 months; P < 0.001), whereas there were no overall survival difference between MRI-only responders and non-responders (median OS, 5.7 and 4.8 months; P = 0.58). Among the pre-treatment clinical factors, high FMISO T/N ratio was a significant prognostic factor of overall survival in these patients under the assessment of Cox proportional hazard model. CONCLUSIONS: Recurrent gliomas with decreasing FMISO accumulation after short-term BEV application could derive a survival benefit from BEV treatment. Change in FMISO PET appearance can identify BEV-resistant gliomas in early-stage regardless of MRI findings in a comprehensible way.
Asunto(s)
Antineoplásicos/uso terapéutico , Bevacizumab/uso terapéutico , Neoplasias Encefálicas/diagnóstico por imagen , Glioma/diagnóstico por imagen , Misonidazol/análogos & derivados , Recurrencia Local de Neoplasia , Radiofármacos/administración & dosificación , Adulto , Anciano , Neoplasias Encefálicas/tratamiento farmacológico , Neoplasias Encefálicas/patología , Glioma/tratamiento farmacológico , Glioma/patología , Humanos , Imagen por Resonancia Magnética , Persona de Mediana Edad , Misonidazol/administración & dosificación , Tomografía de Emisión de Positrones , Pronóstico , Estudios RetrospectivosRESUMEN
Molecular imaging of tissue hypoxia generates contrast in hypoxic areas by applying hypoxia-specific tracers in organisms. In cancer tissue, the injected tracer needs to be transported over relatively long distances and accumulates slowly in hypoxic regions. Thus, the signal-to-background ratio of hypoxia imaging is very small and a non-specific accumulation may suppress the real hypoxia-specific signals. In addition, the heterogeneous tumor microenvironment makes the assessment of the tissue oxygenation status more challenging. In this study, the diffusion potential of oxygen and of a hypoxia tracer for 4 different hypoxia subtypes: ischemic acute hypoxia, hypoxemic acute hypoxia, diffusion-limited chronic hypoxia and anemic chronic hypoxia are theoretically assessed. In particular, a reaction-diffusion equation is introduced to quantitatively analyze the interstitial diffusion of the hypoxia tracer [(18)F]FMISO. Imaging analysis strategies are explored based on reaction-diffusion simulations. For hypoxia imaging of low signal-to-background ratio, pharmacokinetic modelling has advantages to extract underlying specific binding signals from non-specific background signals and to improve the assessment of tumor oxygenation. Different pharmacokinetic models are evaluated for the analysis of the hypoxia tracer [(18)F]FMISO and optimal analysis model were identified accordingly. The improvements by model-based methods for the estimation of tumor oxygenation are in agreement with experimental data. The computational modelling offers a tool to explore molecular imaging of hypoxia and pharmacokinetic modelling is encouraged to be employed in the corresponding data analysis.
Asunto(s)
Biomarcadores de Tumor/metabolismo , Medios de Contraste/administración & dosificación , Misonidazol/análogos & derivados , Imagen Molecular/métodos , Neoplasias/irrigación sanguínea , Neoplasias/metabolismo , Oxígeno/metabolismo , Hipoxia Tumoral , Microambiente Tumoral , Simulación por Computador , Medios de Contraste/farmacocinética , Difusión , Humanos , Microcirculación , Misonidazol/administración & dosificación , Misonidazol/farmacocinética , Modelos Biológicos , Imagen Molecular/instrumentación , Neoplasias/patología , Neovascularización Patológica , Fantasmas de Imagen , Relación Señal-RuidoRESUMEN
BACKGROUND: This study aims to assess the effect of radiation treatment on the tumour vasculature and its downstream effects on hypoxia and choline metabolism using a multimodal approach in the murine prostate tumour model CWR22. Functional parameters derived from Positron Emission Tomography (PET)/Computer Tomography (CT) with (18)F-Fluoromisonidazole ((18)F-FMISO) and (18)F-Fluorocholine ((18)F-FCH) as well as Dynamic Contrast-Enhanced Ultrasound (DCE-US) were employed to determine the relationship between metabolic parameters and microvascular parameters that reflect the tumour microenvironment. Immunohistochemical analysis was employed for validation. METHODS: PET/CT and DCE-US were acquired pre- and post-treatment, at day 0 and day 3, respectively. At day 1, radiation treatment was delivered as a single fraction of 10 Gy. Two experimental groups were tested for treatment response with (18)F-FMISO and (18)F-FCH. RESULTS: The maximum Standardized Uptake Values (SUVmax) and the mean SUV (SUVmean) for the (18)F-FMISO group were decreased after treatment, and the SUVmean of the tumour-to-muscle ratio was correlated to microvessel density (MVD) at day 3. The kurtosis of the amplitude of the contrast uptake A was significantly decreased for the control tumours in the (18)F-FCH group. Furthermore, the eliminating rate constant of the contrast agent from the plasma k el derived from DCE-US was negatively correlated to the SUVmean of tumour-to-muscle ratio, necrosis and MVD. CONCLUSIONS: The present study suggests that the multimodal approach using (18)F-FMISO PET/CT and DCE-US seems reliable in the assessment of both microvasculature and necrosis as validated by histology. Thus, it has valuable diagnostic and prognostic potential for early non-invasive evaluation of radiotherapy.
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Colina/análogos & derivados , Misonidazol/análogos & derivados , Monitoreo Fisiológico , Imagen Multimodal , Radioterapia , Animales , Colina/administración & dosificación , Masculino , Ratones , Ratones Desnudos , Misonidazol/administración & dosificación , Tomografía de Emisión de Positrones , Tomografía Computarizada por Rayos XRESUMEN
The PET radiopharmaceutical [(18)F]Fluromisonidazole ([(18)F]FMISO) is presently the agent of choice for the clinical imaging of tumor hypoxia. Considering the logistic advantages of (99m)Tc and wider availability of SPECT machines, a (99m)Tc-radiopharmaceutical for this purpose constitutes an attractive choice. In the work presented here, a misonidazole analogue was radiolabeled with (99m)Tc(CO)3 core and the complex was evaluated in Swiss mice bearing fibrosarcoma tumor. The results obtained are compared with the biodistribution of [(18)F]FMISO carried out in the same tumor-bearing animal model. Misonidazole-(99m)Tc(CO)3 complex showed significant uptake and retention in tumor. Notably, the rate of clearance of misonidazole complex from the tumor was slower than that of [(18)F]FMISO. The maximum tumor/muscle ratio obtained with misonidazole-(99m)Tc(CO)3 complex was significantly higher than that of [(18)F]FMISO. The study constitutes a positive step toward the development of a (99m)Tc-analogue of [(18)F]FMISO.
Asunto(s)
Fibrosarcoma/diagnóstico por imagen , Hipoxia/diagnóstico por imagen , Hipoxia/diagnóstico , Misonidazol/análogos & derivados , Misonidazol/administración & dosificación , Compuestos de Organotecnecio/administración & dosificación , Radiofármacos/administración & dosificación , Animales , Ratones , Tomografía de Emisión de Positrones/métodos , Distribución Tisular , Tomografía Computarizada de Emisión de Fotón Único/métodosRESUMEN
Glioblastoma multiforme (GBM) is a highly invasive primary brain tumour that has poor prognosis despite aggressive treatment. A hallmark of these tumours is diffuse invasion into the surrounding brain, necessitating a multi-modal treatment approach, including surgery, radiation and chemotherapy. We have previously demonstrated the ability of our model to predict radiographic response immediately following radiation therapy in individual GBM patients using a simplified geometry of the brain and theoretical radiation dose. Using only two pre-treatment magnetic resonance imaging scans, we calculate net rates of proliferation and invasion as well as radiation sensitivity for a patient's disease. Here, we present the application of our clinically targeted modelling approach to a single glioblastoma patient as a demonstration of our method. We apply our model in the full three-dimensional architecture of the brain to quantify the effects of regional resistance to radiation owing to hypoxia in vivo determined by [(18)F]-fluoromisonidazole positron emission tomography (FMISO-PET) and the patient-specific three-dimensional radiation treatment plan. Incorporation of hypoxia into our model with FMISO-PET increases the model-data agreement by an order of magnitude. This improvement was robust to our definition of hypoxia or the degree of radiation resistance quantified with the FMISO-PET image and our computational model, respectively. This work demonstrates a useful application of patient-specific modelling in personalized medicine and how mathematical modelling has the potential to unify multi-modality imaging and radiation treatment planning.
Asunto(s)
Neoplasias Encefálicas , Glioma , Hipoxia , Misonidazol/análogos & derivados , Modelos Biológicos , Tomografía de Emisión de Positrones , Fármacos Sensibilizantes a Radiaciones/administración & dosificación , Anciano , Neoplasias Encefálicas/irrigación sanguínea , Neoplasias Encefálicas/diagnóstico por imagen , Neoplasias Encefálicas/radioterapia , Glioma/irrigación sanguínea , Glioma/diagnóstico por imagen , Glioma/radioterapia , Humanos , Hipoxia/diagnóstico por imagen , Hipoxia/radioterapia , Masculino , Misonidazol/administración & dosificación , Medicina de Precisión , RadiografíaRESUMEN
OBJECTIVE: To investigate the effect of radiation dose-escalation on local control in hypoxic versus non-hypoxic hypoxic tumours defined using [(18)F]fluoromisonidazole ([(18)F]FMISO) PET. MATERIALS AND METHODS: FaDu human squamous cell carcinomas (hSCCs) growing subcutaneously in nude mice were subjected to [(18)F]FMISO PET before irradiation with single doses of 25 or 35Gy under normal blood flow conditions. [(18)F]FMISO hypoxic volume (HV) and maximum standardised uptake value (SUVmax) were used to quantify tracer uptake. The animals were followed up for at least 120days after irradiation. The endpoints were permanent local tumour control and time to local recurrence. RESULTS: HV varied between 38 and 291mm(3) (median 105mm(3)). Non-hypoxic tumours (HV below median) showed significantly better local control after single dose irradiation than hypoxic tumours (HV above median) (p=0.046). The effect of dose was significant and not different in non-hypoxic and in hypoxic tumours (HR=0.82 [95% CI 0.71; 0.93], p=0.002 and HR=0.86 [0.78; 0.95], p=0.001, respectively). Dose escalation resulted in an incremental increase of local tumour control from low-dose hypoxic, over low-dose non-hypoxic and high-dose hypoxic to high-dose non-hypoxic tumours. SUVmax did not reveal significant association with local control at any dose level. CONCLUSIONS: The negative effect of [(18)F]FMISO HV on permanent local tumour control supports the prognostic value of the pre-treatment [(18)F]FMISO HV. Making the assumption that variable [(18)F]FMISO uptake in different FaDu tumours which all have the same genetic background may serve as an experimental model of intratumoural heterogeneity, the data support the concept of dose-escalation with inhomogeneous dose distribution based on pre-treatment [(18)F]FMISO uptake. This result needs to be confirmed in other tumour models and using fractionated radiotherapy schedules.
Asunto(s)
Carcinoma de Células Escamosas/radioterapia , Radioisótopos de Flúor/administración & dosificación , Neoplasias de Cabeza y Cuello/radioterapia , Neoplasias Hipofaríngeas/radioterapia , Misonidazol/análogos & derivados , Fármacos Sensibilizantes a Radiaciones/administración & dosificación , Radiofármacos/administración & dosificación , Animales , Carcinoma de Células Escamosas/diagnóstico por imagen , Carcinoma de Células Escamosas/metabolismo , Carcinoma de Células Escamosas/patología , Hipoxia de la Célula/efectos de la radiación , Línea Celular Tumoral , Relación Dosis-Respuesta en la Radiación , Femenino , Neoplasias de Cabeza y Cuello/diagnóstico por imagen , Neoplasias de Cabeza y Cuello/metabolismo , Neoplasias de Cabeza y Cuello/patología , Humanos , Neoplasias Hipofaríngeas/diagnóstico por imagen , Neoplasias Hipofaríngeas/metabolismo , Neoplasias Hipofaríngeas/patología , Ratones , Ratones Desnudos , Misonidazol/administración & dosificación , Recurrencia Local de Neoplasia/diagnóstico por imagen , Recurrencia Local de Neoplasia/metabolismo , Recurrencia Local de Neoplasia/patología , Recurrencia Local de Neoplasia/radioterapia , Cintigrafía , Distribución Aleatoria , Carcinoma de Células Escamosas de Cabeza y Cuello , Ensayos Antitumor por Modelo de XenoinjertoRESUMEN
Screening the pharmacokinetics of candidates using liquid chromatography coupled to tandem mass spectrometry (LC-MS/MS) may be efficacious and safe for the research and development of new PET imaging agents. However, the PET imaging agent is administered as trace dose and the sensitivity of LC-MS/MS is often insufficient. If the dose was increased to be quantifiable, it should be necessary to prove whether the pharmacokinetics between trace and macro-doses is consistent or not. In this paper, fluoromisonidazole (FMISO), a tumor PET imaging agent, was chosen to evaluate the dose-response pharmacokinetics by administering various single intravenous doses (0.1, 0.4, 1.6 and 6.4 mg/kg) in male Sprague-Dawley rats. The plasma concentration of FMISO was determined by an ultra-performance liquid chromatography-tandem mass spectrometric (UPLC-MS/MS) method, and the blood radioactivity of [(18)F]FMISO was detected by a gamma counter. By calculating and comparing the pharmacokinetic parameters, the total area under the plasma concentration-time curve from time zero to infinity (AUC(0-∞)) and peak plasma concentration (C(max)) values increased with the selected FMISO doses, and showing linear dose-dependent. On the other hand, some parameters related to time, such as the elimination half-lives (t(1/2)) and elimination rate constant (K(e)) were dose-independent, and there is no significant deference between trace dose and various macro-doses. The data should be useful to evaluate the novel 2-nitroimidazole derivatives as potential PET tumor imaging agents.
Asunto(s)
Cromatografía Líquida de Alta Presión , Misonidazol/análogos & derivados , Tomografía de Emisión de Positrones/métodos , Radiofármacos/farmacocinética , Espectrometría de Masas en Tándem , Animales , Área Bajo la Curva , Calibración , Cromatografía Líquida de Alta Presión/normas , Relación Dosis-Respuesta a Droga , Estabilidad de Medicamentos , Semivida , Inyecciones Intravenosas , Modelos Lineales , Masculino , Tasa de Depuración Metabólica , Misonidazol/administración & dosificación , Misonidazol/sangre , Misonidazol/farmacocinética , Radiofármacos/administración & dosificación , Radiofármacos/sangre , Ratas , Ratas Sprague-Dawley , Estándares de Referencia , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Espectrometría de Masas en Tándem/normasRESUMEN
Myocardial hypoxia is a major factor in the pathology of cardiac ischemia and myocardial infarction. Hypoxia also occurs in microvascular disease and cardiac hypertrophy, and is thought to be a prime determinant of the progression to heart failure, as well as the driving force for compensatory angiogenesis. The non-invasive delineation and quantification of hypoxia in cardiac tissue therefore has the potential to be an invaluable experimental, diagnostic and prognostic biomarker for applications in cardiology. However, at this time there are no validated methodologies sufficiently sensitive or reliable for clinical use. PET imaging provides real-time spatial information on the biodistribution of injected radiolabeled tracer molecules. Its inherent high sensitivity allows quantitative imaging of these tracers, even when injected at sub-pharmacological (≥pM) concentrations, allowing the non-invasive investigation of biological systems without perturbing them. PET is therefore an attractive approach for the delineation and quantification of cardiac hypoxia and ischemia. In this review we discuss the key concepts which must be considered when imaging hypoxia in the heart. We summarize the PET tracers which are currently available, and we look forward to the next generation of hypoxia-specific PET imaging agents currently being developed. We describe their potential advantages and shortcomings compared to existing imaging approaches, and what is needed in terms of validation and characterization before these agents can be exploited clinically.
Asunto(s)
Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Circulación Coronaria , Hipoxia/diagnóstico por imagen , Isquemia Miocárdica/diagnóstico por imagen , Miocardio , Tomografía de Emisión de Positrones , Fármacos Sensibilizantes a Radiaciones , Acidosis , Animales , Cobre/administración & dosificación , Radioisótopos de Cobre/administración & dosificación , Enfermedad de la Arteria Coronaria/metabolismo , Enfermedad de la Arteria Coronaria/patología , Circulación Coronaria/efectos de los fármacos , Humanos , Hipoxia/metabolismo , Hipoxia/patología , Misonidazol/administración & dosificación , Misonidazol/análogos & derivados , Isquemia Miocárdica/metabolismo , Isquemia Miocárdica/patología , Miocardio/metabolismo , Miocardio/patología , Oxígeno/metabolismo , Tomografía de Emisión de Positrones/métodos , Fármacos Sensibilizantes a Radiaciones/administración & dosificación , Ratas , Sustancias Reductoras/farmacología , Sensibilidad y Especificidad , Tiosemicarbazonas/administración & dosificación , Distribución TisularRESUMEN
OBJECTIVES: To evaluate the outcome of stage IVA cervical cancer treated with radiation and concurrent cisplatin-based chemotherapy. METHODS: We conducted a retrospective study of stage IVA cervical cancer patients from four trials (Gynecologic Oncology Group protocols 56, 85, 120, and 165) treated with radiotherapy with or without concurrent cisplatin-based chemotherapy. Patient records were reviewed for demographic and tumor features, treatment, and progression-free survival (PFS) and overall survival (OS). Stage IVA patients were compared to stage IIIB patients from these same studies. RESULTS: Among the 51 stage IVA patients studied, 92% were stage IVA on the basis of bladder involvement. The median PFS was 10.1 months (95% CI=6.3-14.5 months) and median OS was 21.2 months (95% CI=13.3-30.5 months). The 3 year survival was 32%. On univariate analysis, only advanced age was associated with OS (p=0.0115) but age had only marginal effect on PFS (p=0.083). Pathologic proven pelvic nodal metastasis was of marginal significance for both PFS and OS, p=0.059 and 0.064, respectively. Despite similar patient characteristics, the use of cisplatin-based chemotherapy had no impact on PFS or OS but was underpowered to address this question. When compared to stage IIIB patients, stage IVA patients had a poorer performance status (p=0.0231), larger tumor size (p=0.0302), and more frequent bilateral parametrial involvement (0.0063). CONCLUSION: Patients with stage IVA disease had poor median survival of only 21 months with only 32% 3 year survival. Stage IVA patients have larger tumor size, more bilateral parametrial involvement, and poorer survival when compared to stage IIIB patients.
Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias del Cuello Uterino/tratamiento farmacológico , Neoplasias del Cuello Uterino/radioterapia , Anciano , Braquiterapia , Cisplatino/administración & dosificación , Terapia Combinada , Supervivencia sin Enfermedad , Femenino , Fluorouracilo/administración & dosificación , Humanos , Hidroxiurea/administración & dosificación , Persona de Mediana Edad , Misonidazol/administración & dosificación , Estadificación de Neoplasias , Ensayos Clínicos Controlados Aleatorios como Asunto , Estudios Retrospectivos , Tasa de Supervivencia , Resultado del Tratamiento , Neoplasias del Cuello Uterino/patologíaRESUMEN
UNLABELLED: [¹8F]Fluoromisonidazole positron emission tomography (FMISO-PET) is a non invasive imaging technique that can assist detecting intra tumour regions of hypoxia. FMISO-PET evinces comparatively low signal-to-noise-ratio (SNR) and may be acquired dynamically or after different uptake times post injection (p.i.). The aim of this study was to identify, if static images acquired two hours (MISO2) or four hours (MISO4) p.i. reveal higher contrast. PATIENTS, METHODS: As part of a prospective trial, 23 patients with cancers of the head and neck underwent [¹8F]fluorodeoxyglucose (FDG) PET before and during curative radiochemotherapy. Additionally, FMISO-PET studies 2 h and 4 h p.i. were done before treatment and after a mean dose of 11Gy, 23 Gy and 57 Gy during RCT. After coregistration, a dedicated software was used to define the gross tumour volume (GTV) by FDG PET for the primary tumour. This volume was overlaid to the FMISO images and hypoxia within the GTV was determined. The contrast between hypoxia determined by MISO2 and by MISO4 was investigated and analysed with the Wilcoxon-matched-pairs test. RESULTS: Mean SUVmax in tumours of all examinations was 2.2 (stdev: 0.4, min: 1.3, max: 3.4) after 2 h and 2.4 (stdev: 0.7, min: 1.1, max: 4.4) after 4 h. In the neck musculature the mean SUVmax was 1.5 at both time points and the mean SUVmean decreased from 1.2 after 2 h to 1.1 after 4 h, respectively. These effects resulted in significantly rising contrast ratios from MISO2 to MISO4. The differently defined contrasts revealed significantly higher values for examinations 4 h p.i. (p < 0.002). CONCLUSION: Data acquisition of [¹8F]FMISO should be done 4 h p.i. to gather the optimal contrast, preferably allowing further analysis, e. g. hypoxic sub volume definition for therapy planning.