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1.
Proc Natl Acad Sci U S A ; 119(29): e2123527119, 2022 07 19.
Artículo en Inglés | MEDLINE | ID: mdl-35858309

RESUMEN

A promising clinical trial utilizing gold-silica core-shell nanostructures coated with polyethylene glycol (PEG) has been reported for near-infrared (NIR) photothermal therapy (PTT) of prostate cancer. The next critical step for PTT is the visualization of therapeutically relevant nanoshell (NS) concentrations at the tumor site. Here we report the synthesis of PEGylated Gd2O3-mesoporous silica/gold core/shell NSs (Gd2O3-MS NSs) with NIR photothermal properties that also supply sufficient MRI contrast to be visualized at therapeutic doses (≥108 NSs per milliliter). The nanoparticles have r1 relaxivities more than three times larger than those of conventional T1 contrast agents, requiring less concentration of Gd3+ to observe an equivalent signal enhancement in T1-weighted MR images. Furthermore, Gd2O3-MS NS nanoparticles have r2 relaxivities comparable to those of existing T2 contrast agents, observed in agarose phantoms. This highly unusual combination of simultaneous T1 and T2 contrast allows for MRI enhancement through different approaches. As a rudimentary example, we demonstrate T1/T2 ratio MR images with sixfold contrast signal enhancement relative to its T1 MRI and induced temperature increases of 20 to 55 °C under clinical illumination conditions. These nanoparticles facilitate MRI-guided PTT while providing real-time temperature feedback through thermal MRI mapping.


Asunto(s)
Medios de Contraste , Gadolinio , Oro , Imagen por Resonancia Magnética , Nanocáscaras , Terapia Fototérmica , Medios de Contraste/síntesis química , Gadolinio/química , Oro/química , Imagen por Resonancia Magnética/métodos , Nanocáscaras/química , Terapia Fototérmica/métodos , Polietilenglicoles/química , Dióxido de Silicio/química
2.
Magn Reson Med ; 89(4): 1481-1495, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36468638

RESUMEN

PURPOSE: Model-constrained reconstruction with Fourier-based undersampling (MoReFUn) is introduced to accelerate the acquisition of dynamic MRI using hyperpolarized [1-13 C]-pyruvate. METHODS: The MoReFUn method resolves spatial aliasing using constraints introduced by a pharmacokinetic model that describes the signal evolution of both pyruvate and lactate. Acceleration was evaluated on three single-channel data sets: a numerical digital phantom that is used to validate the accuracy of reconstruction and model parameter restoration under various SNR and undersampling ratios, prospectively and retrospectively sampled data of an in vitro dynamic multispectral phantom, and retrospectively undersampled imaging data from a prostate cancer patient to test the fidelity of reconstructed metabolite time series. RESULTS: All three data sets showed successful reconstruction using MoReFUn. In simulation and retrospective phantom data, the restored time series of pyruvate and lactate maintained the image details, and the mean square residual error of the accelerated reconstruction increased only slightly (< 10%) at a reduction factor up to 8. In prostate data, the quantitative estimation of the conversion-rate constant of pyruvate to lactate was achieved with high accuracy of less than 10% error at a reduction factor of 2 compared with the conversion rate derived from unaccelerated data. CONCLUSION: The MoReFUn technique can be used as an effective and reliable imaging acceleration method for metabolic imaging using hyperpolarized [1-13 C]-pyruvate.


Asunto(s)
Neoplasias de la Próstata , Ácido Pirúvico , Masculino , Humanos , Ácido Pirúvico/metabolismo , Estudios Retrospectivos , Imagen por Resonancia Magnética/métodos , Neoplasias de la Próstata/diagnóstico por imagen , Fantasmas de Imagen , Lactatos
3.
Nanomedicine ; 13(4): 1353-1362, 2017 05.
Artículo en Inglés | MEDLINE | ID: mdl-28115246

RESUMEN

Nanoparticle drug carriers hold potential to improve current cancer therapy by delivering payload to the tumor environment and decreasing toxic side effects. Challenges in nanotechnology drug delivery include plasma instability, site-specific delivery, and relevant biomarkers. We have developed a triblock polymer comprising a hydroxamic acid functionalized center block that chelates iron to form a stabilized micelle that physically entraps chemotherapeutic drugs in the hydrophobic core. The iron-imparted stability significantly improves the integrity of the micelle and extends circulation pharmacokinetics in plasma over that of free drug. Furthermore, the paramagnetic properties of the iron-crosslinking exhibits contrast in the tumors for imaging by magnetic resonance. Three separate nanoparticle formulations demonstrate improved anti-tumor efficacy in xenograft models and decreased toxicity. We report a stabilized polymer micelle that improves the tolerability and efficacy of chemotherapeutic drugs, and holds potential for non-invasive MRI to image drug delivery and deposition in the tumor.


Asunto(s)
Antineoplásicos/farmacocinética , Neoplasias de la Mama/diagnóstico por imagen , Neoplasias Colorrectales/tratamiento farmacológico , Portadores de Fármacos/química , Hierro/química , Micelas , Animales , Línea Celular Tumoral , Portadores de Fármacos/farmacocinética , Femenino , Humanos , Imagen por Resonancia Magnética , Ratones Desnudos , Polímeros/química , Ratas Sprague-Dawley , Ensayos Antitumor por Modelo de Xenoinjerto
4.
Carcinogenesis ; 35(8): 1717-25, 2014 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-24480804

RESUMEN

Lung cancer is a major disease carrying heterogeneous molecular lesions and many of them remain to be analyzed functionally in vivo. Gain-of-function (GOF) SHP2 (PTPN11) mutations have been found in various types of human cancer, including lung cancer. However, the role of activating SHP2 mutants in lung cancer has not been established. We generated transgenic mice containing a doxycycline (Dox)-inducible activating SHP2 mutant (tetO-SHP2(E76K)) and analyzed the role of SHP2(E76K) in lung tumorigenesis in the Clara cell secretory protein (CCSP)-reverse tetracycline transactivator (rtTA)/tetO-SHP2(E76K) bitransgenic mice. SHP2(E76K) activated Erk1/Erk2 (Erk1/2) and Src, and upregulated c-Myc and Mdm2 in the lungs of bitransgenic mice. Atypical adenomatous hyperplasia and small adenomas were observed in CCSP-rtTA/tetO-SHP2(E76K) bitransgenic mice induced with Dox for 2-6 months and progressed to larger adenoma and adenocarcinoma by 9 months. Dox withdrawal from bitransgenic mice bearing magnetic resonance imaging-detectable lung tumors resulted in tumor regression. These results show that the activating SHP2 mutant promotes lung tumorigenesis and that the SHP2 mutant is required for tumor maintenance in this mouse model of non-small cell lung cancer. SHP2(E76K) was associated with Gab1 in the lung of transgenic mice. Elevated pGab1 was observed in the lung of Dox-induced CCSP-rtTA/tetO-SHP2(E76K) mice and in cell lines expressing SHP2(E76K), indicating that the activating SHP2 mutant autoregulates tyrosine phosphorylation of its own docking protein. Gab1 tyrosine phosphorylation is sensitive to inhibition by the Src inhibitor dasatinib in GOF SHP2-mutant-expressing cells, suggesting that Src family kinases are involved in SHP2 mutant-induced Gab1 tyrosine phosphorylation.


Asunto(s)
Adenocarcinoma/patología , Adenoma/patología , Carcinoma de Pulmón de Células no Pequeñas/patología , Transformación Celular Neoplásica/patología , Neoplasias Pulmonares/patología , Mutación/genética , Proteína Tirosina Fosfatasa no Receptora Tipo 11/metabolismo , Adenocarcinoma/genética , Adenocarcinoma/metabolismo , Adenoma/genética , Adenoma/metabolismo , Animales , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Western Blotting , Carcinoma de Pulmón de Células no Pequeñas/genética , Carcinoma de Pulmón de Células no Pequeñas/metabolismo , Transformación Celular Neoplásica/genética , Transformación Celular Neoplásica/metabolismo , Femenino , Humanos , Inmunoprecipitación , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/metabolismo , Ratones , Ratones Transgénicos , Fosforilación , Proteína Tirosina Fosfatasa no Receptora Tipo 11/genética , ARN Mensajero/genética , Reacción en Cadena en Tiempo Real de la Polimerasa , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción
5.
Magn Reson Med ; 72(3): 858-63, 2014 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-24155275

RESUMEN

PURPOSE: The limiting factor for MRI of skeletal/mineralized tissue is fast transverse relaxation. A recent advancement in MRI technology, SWIFT (Sweep Imaging with Fourier Transform), is emerging as a new approach to overcome this difficulty. Among other techniques like UTE, ZTE, and WASPI, the application of SWIFT technology has the strong potential to impact preclinical and clinical imaging, particularly in the context of primary or metastatic bone cancers because it has the added advantage of imaging water in mineralized tissues of bone allowing MRI images to be obtained of tissues previously visible only with modalities such as computed tomography (CT). The goal of the current study is to examine the feasibility of SWIFT for the assessment of the prostate cancer induced changes in bone formation (osteogenesis) and destruction (osteolysis) in ex vivo specimens. METHODS: A luciferase expressing prostate cancer cell line (PAIII) or saline control was inoculated directly into the tibia of 6-week-old immunocompromised male mice. Tumor growth was assessed weekly for 3 weeks before euthanasia and dissection of the tumor bearing and sham tibias. The ex vivo mouse tibia specimens were imaged with a 9.4 Tesla (T) and 7T MRI systems. SWIFT images are compared with traditional gradient-echo and spin-echo MRI images as well as CT and histological sections. RESULTS: SWIFT images with nominal resolution of 78 µm are obtained with the tumor and different bone structures identified. Prostate cancer induced changes in the bone microstructure are visible in SWIFT images, which is supported by spin-echo, high resolution CT and histological analysis. CONCLUSION: SWIFT MRI is capable of high-quality high-resolution ex vivo imaging of bone tumor and surrounding bone and soft tissues. Furthermore, SWIFT MRI shows promise for in vivo bone tumor imaging, with the added benefits of nonexposure to ionizing radiation, quietness, and speed.


Asunto(s)
Adenocarcinoma/patología , Neoplasias Óseas/patología , Imagen por Resonancia Magnética/métodos , Neoplasias de la Próstata/patología , Animales , Línea Celular Tumoral , Luciferasas/metabolismo , Masculino , Ratones , Reproducibilidad de los Resultados , Tibia , Tomografía Computarizada por Rayos X
6.
Bioorg Med Chem Lett ; 23(7): 2061-4, 2013 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-23481651

RESUMEN

A scaffold bearing eight terminal alkyne groups was synthesized from sucrose, and copies of an azide-terminated Gd-DOTA complex were attached via copper(I)-catalyzed azide-alkyne cycloaddition. The resulting contrast agent (CA) was administered by gavage to C3H mice. Passage of the CA through the gastrointestinal (GI) tract was followed by T1-weighted magnetic resonance imaging (MRI) over a period of 47h, by which time the CA had exited the GI tract. No evidence for leakage of the CA from the GI tract was observed. Thus, a new, orally administered CA for MRI of the GI tract has been developed and successfully demonstrated.


Asunto(s)
Medios de Contraste , Tracto Gastrointestinal/metabolismo , Compuestos Heterocíclicos , Imagen por Resonancia Magnética , Compuestos Organometálicos , Sacarosa , Animales , Medios de Contraste/administración & dosificación , Medios de Contraste/química , Compuestos Heterocíclicos/administración & dosificación , Compuestos Heterocíclicos/química , Modelos Lineales , Ratones , Ratones Endogámicos C3H , Estructura Molecular , Compuestos Organometálicos/administración & dosificación , Compuestos Organometálicos/química , Sacarosa/administración & dosificación , Sacarosa/química
7.
Magn Reson Chem ; 50(6): 443-8, 2012 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-22552892

RESUMEN

Longitudinal multispin order (LOMO) corresponds to a nonequilibrium population distribution in spin systems that exhibit scalar (J), dipolar, or quadrupolar coupling. We investigated the relaxation of longitudinal two-spin order (2-LOMO) in systems that had either weakly or strongly J-coupled spins. Our results indicated longer relaxation times for the 2-LOMO state compared with the corresponding longitudinal single-spin state (1-LOMO). Accessing nuclear spin states that have relaxation times longer than T(1), without the use of external contrast agents, is potentially useful for in vivo imaging and also for studying systems using dynamically hyperpolarized nuclear spins where longer life times are sought to increase the time available to study (bio)chemical events.


Asunto(s)
Ácido 4-Aminobenzoico/química , Citratos/química , Modelos Teóricos , Resonancia Magnética Nuclear Biomolecular/métodos , Marcadores de Spin , Estructura Molecular , Factores de Tiempo
8.
NMR Biomed ; 24(6): 582-91, 2011 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-21387439

RESUMEN

Metastasis is a multistep process that culminates in the spread of cells from a primary tumor to a distant site or organs. For tumor cells to be able to metastasize, they have to locally invade through basement membrane into the lymphatic and the blood vasculatures. Eventually they extravasate from the blood and colonize in the secondary organ. This process involves multiple interactions between the tumor cells and their microenvironments. The microenvironment surrounding tumors has a significant impact on tumor development and progression. A key factor in the microenvironment is an acidic pH. The extracellular pH of solid tumors is more acidic in comparison to normal tissue as a consequence of high glycolysis and poor perfusion. It plays an important role in almost all steps of metastasis. The past decades have seen development of technologies to non-invasively measure intra- and/or extracellular pH. Most successful measurements are MR-based, and sensitivity and accuracy have dramatically improved. Quantitatively imaging the distribution of acidity helps us understand the role of the tumor microenvironment in cancer progression. The present review discusses different MR methods in measuring tumor pH along with emphasizing the importance of extracelluar tumor low pH on different steps of metastasis; more specifically focusing on epithelial-to-mesenchymal transition (EMT), and anti cancer immunity.


Asunto(s)
Imagen por Resonancia Magnética/métodos , Metástasis de la Neoplasia/diagnóstico , Animales , Humanos , Concentración de Iones de Hidrógeno , Modelos Biológicos
9.
NMR Biomed ; 24(10): 1380-91, 2011 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-21604311

RESUMEN

The extracellular pH (pH(e) ) of solid tumors is acidic, and there is evidence that an acidic pH(e) is related to invasiveness. Herein, we describe an MRI single-infusion method to measure pH(e) in gliomas using a cocktail of contrast agents (CAs). The cocktail contained gadolinium-1,4,7,10-tetraazacyclododecane-1,4,7,10-tetraaminophosphonate (GdDOTA-4AmP) and dysprosium-1,4,7,10-tetraazacyclododecane-N,N',N'',N'''-tetrakis(methylenephosphonic acid) (DyDOTP), whose effects on relaxation are sensitive and insensitive to pH, respectively. The Gd-CA dominated the spin-lattice relaxivity ΔR(1) , whereas the Dy-CA dominated the spin-spin relaxivity ΔR(2)*. The ΔR(2)* effects were used to determine the pixel-wise concentration of [Dy] which, in turn, was used to calculate a value for [Gd] concentration. This value was used to convert ΔR(1) values to the molar relaxivity Δr(1) and, hence, pH(e) maps. The development of the method involved in vivo calibration and measurements in a rat brain glioma model. The calibration phase consisted of determining a quantitative relationship between ΔR(1) and ΔR(2)* induced by the two pH-independent CAs, gadolinium-diethylenetriaminepentaacetic acid (GdDTPA) and DyDOTP, using echo planar spectroscopic imaging (EPSI) and T(1) -weighted images. The intensities and linewidths of the water peaks in EPSI images were affected by CA and were used to follow the pharmacokinetics. These data showed a linear relationship between inner- and outer-sphere relaxation rate constants that were used for CA concentration determination. Nonlinearity in the slope of the relationship was observed and ascribed to variations in vascular permeability. In the pH(e) measurement phase, GdDOTA-4AmP was infused instead of GdDTPA, and relaxivities were obtained through the combination of interleaved T(1) -weighted images (R(1) ) and EPSI for ΔR(2)*. The resulting r(1) values yielded pH(e) maps with high spatial resolution.


Asunto(s)
Medios de Contraste/administración & dosificación , Medios de Contraste/farmacología , Espacio Extracelular/efectos de los fármacos , Espacio Extracelular/metabolismo , Imagen por Resonancia Magnética/métodos , Animales , Calibración , Femenino , Concentración de Iones de Hidrógeno/efectos de los fármacos , Inyecciones , Ratas , Ratas Wistar , Factores de Tiempo
10.
Theranostics ; 11(11): 5313-5329, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33859749

RESUMEN

Rationale: Hypoxic regions (habitats) within tumors are heterogeneously distributed and can be widely variant. Hypoxic habitats are generally pan-therapy resistant. For this reason, hypoxia-activated prodrugs (HAPs) have been developed to target these resistant volumes. The HAP evofosfamide (TH-302) has shown promise in preclinical and early clinical trials of sarcoma. However, in a phase III clinical trial of non-resectable soft tissue sarcomas, TH-302 did not improve survival in combination with doxorubicin (Dox), possibly due to a lack of patient stratification based on hypoxic status. Therefore, we used magnetic resonance imaging (MRI) to identify hypoxic habitats and non-invasively follow therapies response in sarcoma mouse models. Methods: We developed deep-learning (DL) models to identify hypoxia, using multiparametric MRI and co-registered histology, and monitored response to TH-302 in a patient-derived xenograft (PDX) of rhabdomyosarcoma and a syngeneic model of fibrosarcoma (radiation-induced fibrosarcoma, RIF-1). Results: A DL convolutional neural network showed strong correlations (>0.76) between the true hypoxia fraction in histology and the predicted hypoxia fraction in multiparametric MRI. TH-302 monotherapy or in combination with Dox delayed tumor growth and increased survival in the hypoxic PDX model (p<0.05), but not in the RIF-1 model, which had a lower volume of hypoxic habitats. Control studies showed that RIF-1 resistance was due to hypoxia and not other causes. Notably, PDX tumors developed resistance to TH-302 under prolonged treatment that was not due to a reduction in hypoxic volumes. Conclusion: Artificial intelligence analysis of pre-therapy MR images can predict hypoxia and subsequent response to HAPs. This approach can be used to monitor therapy response and adapt schedules to forestall the emergence of resistance.


Asunto(s)
Hipoxia/tratamiento farmacológico , Nitroimidazoles/farmacología , Mostazas de Fosforamida/farmacología , Profármacos/farmacología , Sarcoma/tratamiento farmacológico , Animales , Inteligencia Artificial , Línea Celular Tumoral , Aprendizaje Profundo , Modelos Animales de Enfermedad , Doxorrubicina/farmacología , Ecosistema , Femenino , Humanos , Imagen por Resonancia Magnética/métodos , Ratones , Ratones Endogámicos C3H , Ratones SCID , Neoplasias de los Tejidos Blandos/tratamiento farmacológico , Ensayos Antitumor por Modelo de Xenoinjerto/métodos
11.
Acc Chem Res ; 42(7): 948-57, 2009 Jul 21.
Artículo en Inglés | MEDLINE | ID: mdl-19265438

RESUMEN

Magnetic resonance imaging (MRI) has inherent advantages in safety, three-dimensional output, and clinical relevance when compared with optical and radiotracer imaging methods. However, MRI contrast agents are inherently less sensitive than agents used in other imaging modalities primarily because MRI agents are detected indirectly by changes in either the water proton relaxation rates (T(1), T(2), and T(*)(2)) or water proton intensities (chemical exchange saturation transfer and paramagnetic chemical exchange saturation transfer, CEST and PARACEST). Consequently, the detection limit of an MRI agent is determined by the characteristics of the background water signal; by contrast, optical and radiotracer-based methods permit direct detection of the agent itself. By virtue of responding to background water (which reflects bulk cell properties), however, MRI contrast agents have considerable advantages in "metabolic" imaging, that is, spatially resolving tissue variations in pH, redox state, oxygenation, or metabolite levels. In this Account, we begin by examining sensitivity limits in targeted contrast agents and then address contrast agents that respond to a physiological change; these responsive agents are effective metabolic imaging sensors. The sensitivity requirements for a metabolic imaging agent are quite different from those for a targeted Gd(3+)-based T(1) agent (for example, sensing cell receptors). Targeted Gd(3+) agents must have either an extraordinarily high water proton relaxivity (r(1)) or multiple Gd(3+) complexes clustered together at the target site on a polymer platform or nanoparticle assembly. Metabolic MRI agents differ in that the high relaxivity requirement, although helpful, is eased because these agents respond to bulk properties of tissues rather than low concentrations of a specific biological target. For optimal sensing, metabolic imaging agents should display a large change in relaxivity (deltar(1)) in response to the physiological or metabolic parameter of interest. Metabolic imaging agents have only recently begun to appear in the literature and only a few have been demonstrated in vivo. MRI maps of absolute tissue pH have been obtained with Gd(3+)-based T(1) sensors. The requirement of an independent measure of agent concentration in tissues complicates these experiments, but if qualitative changes in tissue pH are acceptable, then these agents can be quite useful. In this review, we describe examples of imaging extracellular pH in brain tumors, ischemic hearts, and pancreatic islets with Gd(3+)-based pH sensors and discuss the potential of CEST and PARACEST agents as metabolic imaging sensors.


Asunto(s)
Medios de Contraste/química , Imagen por Resonancia Magnética , Animales , Técnicas Biosensibles , Neoplasias Encefálicas/diagnóstico por imagen , Gadolinio/química , Metabolómica , Peptoides/química , Protones , Cintigrafía , Ratas
12.
J Magn Reson ; 321: 106859, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33160268

RESUMEN

Symmetric echo-planar spectroscopic imaging (EPSI) supports higher spectral bandwidth and improves signal-to-noise efficiency compared to flyback EPSI with the same readout bandwidth, but suffers from artifacts that are associated with non-uniform temporal sampling in k-t space. Our goal is to eliminate these artifacts and enhance observation of hyperpolarized [1-13C] pyruvate and its metabolites using symmetric EPSI. We used symmetric EPSI to efficiently acquire radially encoded spectroscopic imaging projections with a spectral under-sampling scheme that was optimized for HP pyruvate and its metabolites. A simple approach called selective correction of off-resonance effects (SCORE) was developed and applied to eliminate spectral artifacts. Simulations were used to assess the relative SNR performance of this technique, and a phantom study was carried out at 3 T to evaluate this method and compare it with alternative strategies. SCORE correction eliminated spectral artifacts due to chemical shift and non-uniform sampling in time. It is also compatible with established methods to eliminate artifacts caused by eddy currents. SCORE corrected symmetric EPSI supported maximal EPSI spectral bandwidth and improved SNR efficiency. Symmetric EPSI with SCORE correction offers a straightforward, efficient, and effective framework for assessment of hyperpolarized [1-13C] pyruvate and its metabolites.


Asunto(s)
Imagen Eco-Planar/métodos , Espectroscopía de Resonancia Magnética/métodos , Ácido Pirúvico/metabolismo , Algoritmos , Artefactos , Isótopos de Carbono , Fantasmas de Imagen
13.
Med Phys ; 47(7): 2931-2936, 2020 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-32286689

RESUMEN

PURPOSE: Metabolic magnetic resonance imaging (MRI) using hyperpolarized [1-13 C]-pyruvate offers unprecedented new insight into disease and response to therapy. 13 C-enriched reference standards are required to enable fast and accurate calibration for 13 C studies, but care must be taken to ensure that the reference is compatible with both 13 C and 1 H acquisitions. The goal of this study was to optimize the composition of a 13 C-urea reference for a dual-tuned 13 C/1 H endorectal coil and minimize imaging artifacts in metabolic and multiparametric MRI studies involving hyperpolarized [1-13 C]-pyruvate. METHODS: Due to a high amount of Gd doping for the purpose of reducing the spin-lattice relaxation time (T1 ) of urea, the 1 H signal produced by a reference of 13 C-urea in normal water was rapidly relaxed, resulting in severe artifacts in heavily T1 -weighted images. Hyperintense ringing artifacts in 1 H images were mitigated by reducing the 1 H concentration in a 13 C-urea reference via deuteration and lyophilization. Several references were fabricated and their SNR was compared using 1 H and 13 C imaging sequences on a 3T MRI scanner. Finally, 1 H prostate phantom imaging was conducted to compare image quality and 1 H signal intensity of normal and deuterated urea references. RESULTS: The deuterated 13 C-urea reference provides strong 13 C signal for calibration and an attenuated 1 H signal that does not interfere with heavily T1 -weighted scans. Deuteration and lyophilization were fundamental to the reduction in 1 H signal and hyperintense ringing artifacts. There was a 25-fold reduction in signal intensity when comparing the nondeuterated reference to the deuterated reference, while the 13 C signal was unaffected. CONCLUSION: A deuterated reference reduced hyperintense ringing artifacts in 1 H images by reducing the 1 H signal produced from the 13 C-urea in the reference. The deuterated reference can be used to improve anatomical image quality in future clinical 1 H and hyperpolarized [1-13 C]-pyruvate MRI prostate imaging studies.


Asunto(s)
Imágenes de Resonancia Magnética Multiparamétrica , Neoplasias de la Próstata , Isótopos de Carbono , Humanos , Imagen por Resonancia Magnética , Masculino , Neoplasias de la Próstata/diagnóstico por imagen , Ácido Pirúvico , Urea
14.
Cancer Res ; 79(15): 3952-3964, 2019 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-31186232

RESUMEN

It is well-recognized that solid tumors are genomically, anatomically, and physiologically heterogeneous. In general, more heterogeneous tumors have poorer outcomes, likely due to the increased probability of harboring therapy-resistant cells and regions. It is hypothesized that the genomic and physiologic heterogeneity are related, because physiologically distinct regions will exert variable selection pressures leading to the outgrowth of clones with variable genomic/proteomic profiles. To investigate this, methods must be in place to interrogate and define, at the microscopic scale, the cytotypes that exist within physiologically distinct subregions ("habitats") that are present at mesoscopic scales. MRI provides a noninvasive approach to interrogate physiologically distinct local environments, due to the biophysical principles that govern MRI signal generation. Here, we interrogate different physiologic parameters, such as perfusion, cell density, and edema, using multiparametric MRI (mpMRI). Signals from six different acquisition schema were combined voxel-by-voxel into four clusters identified using a Gaussian mixture model. These were compared with histologic and IHC characterizations of sections that were coregistered using MRI-guided 3D printed tumor molds. Specifically, we identified a specific set of MRI parameters to classify viable-normoxic, viable-hypoxic, nonviable-hypoxic, and nonviable-normoxic tissue types within orthotopic 4T1 and MDA-MB-231 breast tumors. This is the first coregistered study to show that mpMRI can be used to define physiologically distinct tumor habitats within breast tumor models. SIGNIFICANCE: This study demonstrates that noninvasive imaging metrics can be used to distinguish subregions within heterogeneous tumors with histopathologic correlation.


Asunto(s)
Neoplasias de la Mama/diagnóstico por imagen , Imágenes de Resonancia Magnética Multiparamétrica/métodos , Proteómica/métodos , Animales , Modelos Animales de Enfermedad , Femenino , Humanos , Ratones
15.
Methods Mol Biol ; 1718: 3-19, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29340999

RESUMEN

Magnetic resonance imaging (MRI) is an imaging technique derived from radiofrequency (RF) signals of proton that are magnetized by a strong magnetic field. These protons typically originate from water, fat, or metabolites. The application of RF pulses is used to excite the magnetization, whereas pulsed magnetic field gradients are used to provide spatial localization. This chapter describes the fundamental principles giving rise to MR images. Furthermore, the connection between relaxation and image contrast is discussed.


Asunto(s)
Imagen por Resonancia Magnética/métodos , Física , Humanos , Campos Magnéticos , Ondas de Radio
16.
PLoS One ; 11(5): e0155289, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27227903

RESUMEN

TH-302 is a hypoxia-activated prodrug known to activate selectively under the hypoxic conditions commonly found in solid tumors. It is currently being evaluated in clinical trials, including two trials in Pancreatic Ductal Adenocarcinomas (PDAC). The current study was undertaken to evaluate imaging biomarkers for prediction and response monitoring of TH-302 efficacy in xenograft models of PDAC. Dynamic contrast-enhanced (DCE) and diffusion weighted (DW) magnetic resonance imaging (MRI) were used to monitor acute effects on tumor vasculature and cellularity, respectively. Three human PDAC xenografts with known differential responses to TH-302 were imaged prior to, and at 24 h and 48 hours following a single dose of TH-302 or vehicle to determine if imaging changes presaged changes in tumor volumes. DW-MRI was performed at five b-values to generate apparent diffusion coefficient of water (ADC) maps. For DCE-MRI, a standard clinically available contrast reagent, Gd-DTPA, was used to determine blood flow into the tumor region of interest. TH-302 induced a dramatic decrease in the DCE transfer constant (Ktrans) within 48 hours after treatment in the sensitive tumors, Hs766t and Mia PaCa-2, whereas TH-302 had no effect on the perfusion behavior of resistant SU.86.86 tumors. Tumor cellularity, estimated from ADC, was significantly increased 24 and 48 hours after treatment in Hs766t, but was not observed in the Mia PaCa-2 and SU.86.86 groups. Notably, growth inhibition of Hs766t was observed immediately (day 3) following initiation of treatment, but was not observed in MiaPaCa-2 tumors until 8 days after initiation of treatment. Based on these preclinical findings, DCE-MRI measures of vascular perfusion dynamics and ADC measures of cell density are suggested as potential TH-302 response biomarkers in clinical trials.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Hipoxia , Imagen por Resonancia Magnética , Nitroimidazoles , Neoplasias Pancreáticas , Mostazas de Fosforamida , Profármacos , Animales , Línea Celular Tumoral , Femenino , Humanos , Ratones , Ratones SCID , Nitroimidazoles/farmacocinética , Nitroimidazoles/farmacología , Neoplasias Pancreáticas/diagnóstico por imagen , Neoplasias Pancreáticas/tratamiento farmacológico , Neoplasias Pancreáticas/metabolismo , Mostazas de Fosforamida/farmacocinética , Mostazas de Fosforamida/farmacología , Profármacos/farmacocinética , Profármacos/farmacología , Factores de Tiempo , Ensayos Antitumor por Modelo de Xenoinjerto
17.
Mol Cancer Ther ; 15(10): 2521-2529, 2016 10.
Artículo en Inglés | MEDLINE | ID: mdl-27496134

RESUMEN

RET fusions have been found in lung adenocarcinoma, of which KIF5B-RET is the most prevalent. We established inducible KIF5B-RET transgenic mice and KIF5B-RET-dependent cell lines for preclinical modeling of KIF5B-RET-associated lung adenocarcinoma. Doxycycline-induced CCSP-rtTA/tetO-KIF5B-RET transgenic mice developed invasive lung adenocarcinoma with desmoplastic reaction. Tumors regressed upon suppression of KIF5B-RET expression. By culturing KIF5B-RET-dependent BaF3 (B/KR) cells with increasing concentrations of cabozantinib or vandetanib, we identified cabozantinib-resistant RETV804L mutation and vandetanib-resistant-RETG810A mutation. Among cabozantinib, lenvatinib, ponatinib, and vandetanib, ponatinib was identified as the most potent inhibitor against KIF5B-RET and its drug-resistant mutants. Interestingly, the vandetanib-resistant KIF5B-RETG810A mutant displayed gain-of-sensitivity (GOS) to ponatinib and lenvatinib. Treatment of doxycycline-induced CCSP-rtTA/tetO-KIF5B-RET bitransgenic mice with ponatinib effectively induced tumor regression. These results indicate that KIF5B-RET-associated lung tumors are addicted to the fusion oncogene and ponatinib is the most effective inhibitor for targeting KIF5B-RET in lung adenocarcinoma. Moreover, this study finds a novel vandetanib-resistant RETG810A mutation and identifies lenvatinib and ponatinib as the secondary drugs to overcome this vandetanib resistance mechanism. Mol Cancer Ther; 15(10); 2521-9. ©2016 AACR.


Asunto(s)
Adenocarcinoma/genética , Neoplasias Pulmonares/genética , Proteínas de Fusión Oncogénica/genética , Adenocarcinoma/diagnóstico , Adenocarcinoma/tratamiento farmacológico , Adenocarcinoma del Pulmón , Animales , Antineoplásicos/farmacología , Biopsia , Línea Celular Tumoral , Transformación Celular Neoplásica , Modelos Animales de Enfermedad , Expresión Génica , Orden Génico , Vectores Genéticos/genética , Humanos , Imidazoles/farmacología , Inmunohistoquímica , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/tratamiento farmacológico , Imagen por Resonancia Magnética , Ratones , Ratones Transgénicos , Inhibidores de Proteínas Quinasas/farmacología , Piridazinas/farmacología , Transgenes , Microtomografía por Rayos X
18.
Clin Cancer Res ; 22(16): 4119-32, 2016 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-26964571

RESUMEN

PURPOSE: A significant limitation of checkpoint blockade immunotherapy is the relatively low response rate (e.g., ∼20% with PD-1 blockade in lung cancer). In this study, we tested whether strategies that increase T-cell infiltration to tumors can be efficacious in enhancing immunotherapy response. EXPERIMENTAL DESIGN: We performed an unbiased screen to identify FDA-approved oncology agents with an ability to enhance T-cell chemokine expression with the goal of identifying agents capable of augmenting immunotherapy response. Identified agents were tested in multiple lung tumor models as single agents and in combination with PD-1 blockade. Additional molecular and cellular analysis of tumors was used to define underlying mechanisms. RESULTS: We found that histone deacetylase (HDAC) inhibitors (HDACi) increased expression of multiple T-cell chemokines in cancer cells, macrophages, and T cells. Using the HDACi romidepsin in vivo, we observed increased chemokine expression, enhanced T-cell infiltration, and T-cell-dependent tumor regression. Importantly, romidepsin significantly enhanced the response to PD-1 blockade immunotherapy in multiple lung tumor models, including nearly complete rejection in two models. Combined romidepsin and PD-1 blockade also significantly enhanced activation of tumor-infiltrating T cells. CONCLUSIONS: These results provide evidence for a novel role of HDACs in modulating T-cell chemokine expression in multiple cell types. In addition, our findings indicate that pharmacologic induction of T-cell chemokine expression represents a conceptually novel approach for enhancing immunotherapy response. Finally, these results suggest that combination of HDAC inhibitors with PD-1 blockade represents a promising strategy for lung cancer treatment. Clin Cancer Res; 22(16); 4119-32. ©2016 AACR.


Asunto(s)
Adenocarcinoma/genética , Adenocarcinoma/inmunología , Quimiocinas/genética , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Inhibidores de Histona Desacetilasas/farmacología , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/inmunología , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Subgrupos de Linfocitos T/efectos de los fármacos , Subgrupos de Linfocitos T/fisiología , Adenocarcinoma/tratamiento farmacológico , Adenocarcinoma/patología , Adenocarcinoma del Pulmón , Animales , Biomarcadores , Línea Celular Tumoral , Modelos Animales de Enfermedad , Sinergismo Farmacológico , Inhibidores de Histona Desacetilasas/uso terapéutico , Humanos , Inmunoterapia , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Pulmonares/patología , Linfocitos Infiltrantes de Tumor/efectos de los fármacos , Linfocitos Infiltrantes de Tumor/inmunología , Linfocitos Infiltrantes de Tumor/metabolismo , Ratones , Modelos Biológicos , Terapia Molecular Dirigida , Mutación , Resultado del Tratamiento , Carga Tumoral
19.
Cancer Res ; 75(16): 3355-64, 2015 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-26113084

RESUMEN

The "Warburg effect" describes a peculiar metabolic feature of many solid tumors, namely their increased glucose uptake and high glycolytic rates, which allow cancer cells to accumulate building blocks for the biosynthesis of macromolecules. During aerobic glycolysis, pyruvate is preferentially metabolized to lactate by the enzyme lactate dehydrogenase-A (LDH-A), suggesting a possible vulnerability at this target for small-molecule inhibition in cancer cells. In this study, we used FX11, a small-molecule inhibitor of LDH-A, to investigate this possible vulnerability in a panel of 15 patient-derived mouse xenograft (PDX) models of pancreatic cancer. Unexpectedly, the p53 status of the PDX tumor determined the response to FX11. Tumors harboring wild-type (WT) TP53 were resistant to FX11. In contrast, tumors harboring mutant TP53 exhibited increased apoptosis, reduced proliferation indices, and attenuated tumor growth when exposed to FX11. [18F]-FDG PET-CT scans revealed a relative increase in glucose uptake in mutant TP53 versus WT TP53 tumors, with FX11 administration downregulating metabolic activity only in mutant TP53 tumors. Through a noninvasive quantitative assessment of lactate production, as determined by 13C magnetic resonance spectroscopy (MRS) of hyperpolarized pyruvate, we confirmed that FX11 administration inhibited pyruvate-to-lactate conversion only in mutant TP53 tumors, a feature associated with reduced expression of the TP53 target gene TIGAR, which is known to regulate glycolysis. Taken together, our findings highlight p53 status in pancreatic cancer as a biomarker to predict sensitivity to LDH-A inhibition, with regard to both real-time noninvasive imaging by 13C MRS as well as therapeutic response.


Asunto(s)
Glucólisis/efectos de los fármacos , Naftalenos/farmacología , Neoplasias Pancreáticas/tratamiento farmacológico , Proteína p53 Supresora de Tumor/metabolismo , Ensayos Antitumor por Modelo de Xenoinjerto , Animales , Apoptosis/efectos de los fármacos , Apoptosis/genética , Proteínas Reguladoras de la Apoptosis , Espectroscopía de Resonancia Magnética con Carbono-13 , Proliferación Celular/efectos de los fármacos , Proliferación Celular/genética , Fluorodesoxiglucosa F18 , Regulación Neoplásica de la Expresión Génica , Humanos , Inmunohistoquímica , Péptidos y Proteínas de Señalización Intracelular/genética , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Isoenzimas/antagonistas & inhibidores , Isoenzimas/metabolismo , L-Lactato Deshidrogenasa/antagonistas & inhibidores , L-Lactato Deshidrogenasa/metabolismo , Lactato Deshidrogenasa 5 , Lactatos/metabolismo , Masculino , Ratones Desnudos , Mutación , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/metabolismo , Monoéster Fosfórico Hidrolasas , Tomografía de Emisión de Positrones/métodos , Ácido Pirúvico/metabolismo , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Carga Tumoral/efectos de los fármacos , Carga Tumoral/genética , Proteína p53 Supresora de Tumor/genética
20.
Phys Rev E Stat Nonlin Soft Matter Phys ; 66(5 Pt 1): 050902, 2002 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-12513460

RESUMEN

In solid-state 2H NMR of fluid lipid bilayers, quasielastic deformations at MHz frequencies are detected as a square-law dependence of the nuclear spin-lattice (R(1Z)) relaxation rates and order parameters (S(CD)). The signature square-law slope is found to decrease progressively with the mole fraction of cholesterol and with the acyl chain length, due to a stiffening of the membrane. The correspondence to thermal vesicle fluctuations and molecular dynamics simulations implies that a broad distribution of modes is present, ranging from the membrane size down to the molecular dimensions.


Asunto(s)
Membrana Dobles de Lípidos/química , Fenómenos Biofísicos , Biofisica , Dimiristoilfosfatidilcolina/química , Elasticidad , Espectroscopía de Resonancia Magnética , Termodinámica
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