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1.
Neuro Oncol ; 12(5): 466-72, 2010 May.
Article in English | MEDLINE | ID: mdl-20406897

ABSTRACT

To evaluate the role of apparent diffusion coefficient (ADC) imaging in assessing tumor cell infiltration after treatment with the antivascular endothelial growth factor (anti-VEGF) agent, cediranib, we prospectively analyzed diffusion MRI scans from 30 patients participating in a Phase II trial of cediranib for recurrent glioblastoma. A patient-specific threshold was selected below which ADC values were determined to be abnormally low and suggestive of tumor. We determined the percent of low ADC in the FLAIR hyperintensity surrounding the enhancing tumor and then visualized the location of these low ADC voxels. The percent volume of the FLAIR hyperintensity comprised by low ADC increased significantly from baseline (2.3%) to day 28 (2.9%), day 56 (5.0%), and day 112 (6.3%) of treatment with cediranib suggesting increasing infiltrative tumor in some patients. Visualization of the location of the low ADC voxels suggested regions of tumor growth that were not visible on contrast-enhanced MRI. ADC maps can be used to suggest regions of infiltrative tumor cells with anti-VEGF therapy and should be validated in future studies.


Subject(s)
Antineoplastic Agents/therapeutic use , Brain Neoplasms/pathology , Diffusion Magnetic Resonance Imaging , Glioblastoma/pathology , Quinazolines/therapeutic use , Brain Neoplasms/drug therapy , Disease-Free Survival , Glioblastoma/drug therapy , Humans , Image Interpretation, Computer-Assisted , Proportional Hazards Models
2.
Cancer Res ; 69(13): 5296-300, 2009 Jul 01.
Article in English | MEDLINE | ID: mdl-19549889

ABSTRACT

Early imaging or blood biomarkers of tumor response are desperately needed to customize antiangiogenic therapy for cancer patients. Anti-vascular endothelial growth factor (VEGF) therapy can "normalize" brain tumor vasculature by decreasing vessel diameter and permeability, and thinning the abnormally thick basement membrane. We hypothesized that the extent of vascular normalization will be predictive of outcome of anti-VEGF therapy in glioblastoma. We used advanced magnetic resonance imaging methods to monitor vascular parameters and treatment response in 31 recurrent glioblastoma patients enrolled in a phase II trial of cediranib, an oral pan-VEGF receptor tyrosine kinase inhibitor. We evaluated the correlation between clinical outcome and magnetic resonance imaging-measured changes in vascular permeability/flow (i.e., K(trans)) and in microvessel volume, and the change of circulating collagen IV levels, all after a single dose of cediranib. Here, we show that evaluation of biomarkers as early as after one day of anti-VEGF therapy with cediranib is predictive of response in patients with recurrent glioblastoma. Changes in K(trans), microvessel volume, and circulating collagen IV correlated with duration of overall survival and/or progression-free survival (P < 0.05). When we combined these three parameters into a "vascular normalization index," we found that it closely associated with overall survival (rho = 0.54; P = 0.004) and progression-free survival (rho = 0.6; P = 0.001). The vascular normalization index described here should be validated in randomized clinical trials.


Subject(s)
Antineoplastic Agents/therapeutic use , Disease-Free Survival , Glioblastoma/drug therapy , Hematologic Tests/statistics & numerical data , Neoplasm Recurrence, Local/drug therapy , Quinazolines/therapeutic use , Biomarkers/blood , Blood Volume , Brain Neoplasms/blood , Brain Neoplasms/drug therapy , Brain Neoplasms/mortality , Brain Neoplasms/pathology , Collagen/blood , Glioblastoma/blood , Glioblastoma/mortality , Glioblastoma/pathology , Humans , Magnetic Resonance Imaging/methods , Neoplasm Recurrence, Local/blood , Neoplasm Recurrence, Local/mortality , Neoplasm Recurrence, Local/pathology , Predictive Value of Tests , Survival Rate
3.
Cancer Cell ; 11(1): 83-95, 2007 Jan.
Article in English | MEDLINE | ID: mdl-17222792

ABSTRACT

Using MRI techniques, we show here that normalization of tumor vessels in recurrent glioblastoma patients by daily administration of AZD2171-an oral tyrosine kinase inhibitor of VEGF receptors-has rapid onset, is prolonged but reversible, and has the significant clinical benefit of alleviating edema. Reversal of normalization began by 28 days, though some features persisted for as long as four months. Basic FGF, SDF1alpha, and viable circulating endothelial cells (CECs) increased when tumors escaped treatment, and circulating progenitor cells (CPCs) increased when tumors progressed after drug interruption. Our study provides insight into different mechanisms of action of this class of drugs in recurrent glioblastoma patients and suggests that the timing of combination therapy may be critical for optimizing activity against this tumor.


Subject(s)
Brain Edema/drug therapy , Brain Neoplasms/drug therapy , Glioblastoma/drug therapy , Neovascularization, Pathologic/drug therapy , Protein Kinase Inhibitors/therapeutic use , Quinazolines/therapeutic use , Brain Edema/etiology , Brain Neoplasms/blood supply , Brain Neoplasms/complications , Chemokine CXCL12 , Chemokines, CXC/blood , Endothelial Cells/drug effects , Enzyme-Linked Immunosorbent Assay , Fibroblast Growth Factors/blood , Fibroblast Growth Factors/drug effects , Flow Cytometry , Glioblastoma/blood supply , Glioblastoma/complications , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Neoplasm Recurrence, Local/complications , Neoplasm Recurrence, Local/drug therapy , Neoplastic Cells, Circulating/drug effects , Neoplastic Stem Cells/drug effects , Receptors, Vascular Endothelial Growth Factor/antagonists & inhibitors , Survival Analysis
4.
J Magn Reson Imaging ; 24(5): 1133-9, 2006 Nov.
Article in English | MEDLINE | ID: mdl-16969793

ABSTRACT

PURPOSE: To investigate the utility of an automated perfusion-weighted MRI (PWI) method for estimating cerebral blood flow (CBF) based on localized arterial input functions (AIFs) as compared to the standard method of manual global AIF selection, which is prone to deconvolution errors due to the effects of delay and dispersion of the contrast bolus. MATERIALS AND METHODS: Analysis was performed on spin- and gradient-echo EPI images from 36 stroke patients. A local AIF algorithm created an AIF for every voxel in the brain by searching out voxels with the lowest delay and dispersion, and then interpolating and spatially smoothing them for continuity. A generalized linear model (GLM) for predicting tissue outcome, and MTT lesion volumes were used to quantify the performance of the localized AIF method in comparison with global methods using ipsilateral and contralateral AIFs. RESULTS: The algorithm found local AIFs in each case without error and generated a higher area under the receiver operating characteristic (ROC) curve compared to both global-AIF methods. Similarly, the local MTT lesion volumes had the least mean squared error (MSE). CONCLUSION: Automated CBF calculation using local AIFs is feasible and appears to produce more useful CBF maps.


Subject(s)
Algorithms , Brain/blood supply , Brain/physiology , Cerebral Arteries/physiology , Cerebrovascular Circulation/physiology , Image Interpretation, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Adult , Aged , Aged, 80 and over , Blood Flow Velocity/physiology , Cerebral Arteries/anatomy & histology , Female , Humans , Image Enhancement/methods , Imaging, Three-Dimensional/methods , Information Storage and Retrieval/methods , Male , Middle Aged , Reproducibility of Results , Retrospective Studies , Sensitivity and Specificity
5.
Biophys Chem ; 105(2-3): 721-41, 2003 Sep.
Article in English | MEDLINE | ID: mdl-14499929

ABSTRACT

We summarize a series of experimental results made with the newly developed high resolution X-ray scattering (IXS) instrument on two pure lipid bilayers, including dimyristoylphosphatidylcholine (DMPC) and dilauroylphosphatidylcholine (DLPC) in both gel and liquid crystal phases, and lipid bilayers containing cholesterol. By analyzing the IXS data based on the generalized three effective eigenmode model (GTEE), we obtain dispersion relations of the high frequency density oscillations (phonons) of lipid molecules in these bilayers. We then compare the dispersion relations of pure lipid bilayers of different chain lengths among themselves and the dispersion relations of pure lipid bilayers with those of the cholesterol containing bilayers. We also compare our experimental results with collective dynamics data generated by computer molecular dynamics (MD) simulations for dipalmitoylphosphatidylcholine (DPPC) in gel phase and DMPC in liquid crystal phase.


Subject(s)
Lipid Bilayers/chemistry , Motion , X-Ray Diffraction/methods , Equipment Design , Models, Theoretical , Phosphatidylcholines/chemistry , Scattering, Radiation , X-Ray Diffraction/instrumentation
6.
Biophys J ; 84(6): 3767-76, 2003 Jun.
Article in English | MEDLINE | ID: mdl-12770883

ABSTRACT

We investigated the application of inelastic x-ray scattering (IXS) to lipid bilayers. This technique directly measures the dynamic structure factor S(q,omega) which is the space-time Fourier transform of the electron density correlation function of the measured system. For a multiatomic system, the analysis of S(q,omega) is usually complicated. But for multiple bilayers of lipid, S(q,omega) is dominated by chain-chain correlations within individual bilayers. Thus IXS provides a unique probe for the collective dynamics of lipid chains in a bilayer that cannot be obtained by any other method. IXS of dimyristoyl phosphatidylcholine and dimyristoyl phosphatidylcholine + cholesterol at two different concentrations were measured. S(q,omega) was analyzed by three-mode hydrodynamic equations, including a thermal diffusive mode and two propagating acoustic modes. We obtained the dispersion curves for the phonons that represent the collective in-plane excitations of lipid chains. The effect of cholesterol on chain dynamics was detected. Our analysis shows the importance of having a high instrument resolution as well as the requirement of sufficient signal-to-noise ratio to obtain meaningful results from such an IXS experiment. The requirement on signal-to-noise also applies to molecular dynamics simulations.


Subject(s)
Algorithms , Crystallography, X-Ray/methods , Dimyristoylphosphatidylcholine/chemistry , Lipid Bilayers/chemistry , Membrane Fluidity , Elasticity , Macromolecular Substances , Molecular Conformation , Reproducibility of Results , Scattering, Radiation , Sensitivity and Specificity
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