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LoCastro E, Paudyal R, Konar AS, LaViolette PS, Akin O, Hatzoglou V, Goh AC, Bochner BH, Rosenberg J, Wong RJ, Lee NY, Schwartz LH, Shukla-Dave A. A Quantitative Multiparametric MRI Analysis Platform for Estimation of Robust Imaging Biomarkers in Clinical Oncology. Tomography 2023; 9:2052-2066. [PMID: 37987347 PMCID: PMC10661267 DOI: 10.3390/tomography9060161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 10/12/2023] [Accepted: 10/18/2023] [Indexed: 11/22/2023] Open
Abstract
There is a need to develop user-friendly imaging tools estimating robust quantitative biomarkers (QIBs) from multiparametric (mp)MRI for clinical applications in oncology. Quantitative metrics derived from (mp)MRI can monitor and predict early responses to treatment, often prior to anatomical changes. We have developed a vendor-agnostic, flexible, and user-friendly MATLAB-based toolkit, MRI-Quantitative Analysis and Multiparametric Evaluation Routines ("MRI-QAMPER", current release v3.0), for the estimation of quantitative metrics from dynamic contrast-enhanced (DCE) and multi-b value diffusion-weighted (DW) MR and MR relaxometry. MRI-QAMPER's functionality includes generating numerical parametric maps from these methods reflecting tumor permeability, cellularity, and tissue morphology. MRI-QAMPER routines were validated using digital reference objects (DROs) for DCE and DW MRI, serving as initial approval stages in the National Cancer Institute Quantitative Imaging Network (NCI/QIN) software benchmark. MRI-QAMPER has participated in DCE and DW MRI Collaborative Challenge Projects (CCPs), which are key technical stages in the NCI/QIN benchmark. In a DCE CCP, QAMPER presented the best repeatability coefficient (RC = 0.56) across test-retest brain metastasis data, out of ten participating DCE software packages. In a DW CCP, QAMPER ranked among the top five (out of fourteen) tools with the highest area under the curve (AUC) for prostate cancer detection. This platform can seamlessly process mpMRI data from brain, head and neck, thyroid, prostate, pancreas, and bladder cancer. MRI-QAMPER prospectively analyzes dose de-escalation trial data for oropharyngeal cancer, which has earned it advanced NCI/QIN approval for expanded usage and applications in wider clinical trials.
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Affiliation(s)
- Eve LoCastro
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (E.L.); (R.P.); (A.S.K.)
| | - Ramesh Paudyal
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (E.L.); (R.P.); (A.S.K.)
| | - Amaresha Shridhar Konar
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (E.L.); (R.P.); (A.S.K.)
| | - Peter S. LaViolette
- Department of Radiology, Medical College of Wisconsin, Milwaukee, WI 53226, USA;
| | - Oguz Akin
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (O.A.); (V.H.); (L.H.S.)
| | - Vaios Hatzoglou
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (O.A.); (V.H.); (L.H.S.)
| | - Alvin C. Goh
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (A.C.G.); (B.H.B.); (R.J.W.)
| | - Bernard H. Bochner
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (A.C.G.); (B.H.B.); (R.J.W.)
| | - Jonathan Rosenberg
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA;
| | - Richard J. Wong
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (A.C.G.); (B.H.B.); (R.J.W.)
| | - Nancy Y. Lee
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA;
| | - Lawrence H. Schwartz
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (O.A.); (V.H.); (L.H.S.)
| | - Amita Shukla-Dave
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (E.L.); (R.P.); (A.S.K.)
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (O.A.); (V.H.); (L.H.S.)
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Larrea A, Elexpe A, Díez-Martín E, Torrecilla M, Astigarraga E, Barreda-Gómez G. Neuroinflammation in the Evolution of Motor Function in Stroke and Trauma Patients: Treatment and Potential Biomarkers. Curr Issues Mol Biol 2023; 45:8552-8585. [PMID: 37998716 PMCID: PMC10670324 DOI: 10.3390/cimb45110539] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 10/20/2023] [Accepted: 10/23/2023] [Indexed: 11/25/2023] Open
Abstract
Neuroinflammation has a significant impact on different pathologies, such as stroke or spinal cord injury, intervening in their pathophysiology: expansion, progression, and resolution. Neuroinflammation involves oxidative stress, damage, and cell death, playing an important role in neuroplasticity and motor dysfunction by affecting the neuronal connection responsible for motor control. The diagnosis of this pathology is performed using neuroimaging techniques and molecular diagnostics based on identifying and measuring signaling molecules or specific markers. In parallel, new therapeutic targets are being investigated via the use of bionanomaterials and electrostimulation to modulate the neuroinflammatory response. These novel diagnostic and therapeutic strategies have the potential to facilitate the development of anticipatory patterns and deliver the most beneficial treatment to improve patients' quality of life and directly impact their motor skills. However, important challenges remain to be solved. Hence, the goal of this study was to review the implication of neuroinflammation in the evolution of motor function in stroke and trauma patients, with a particular focus on novel methods and potential biomarkers to aid clinicians in diagnosis, treatment, and therapy. A specific analysis of the strengths, weaknesses, threats, and opportunities was conducted, highlighting the key challenges to be faced in the coming years.
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Affiliation(s)
- Ane Larrea
- Research and Development Division, IMG Pharma Biotech, 48170 Zamudio, Spain; (A.L.); (A.E.); (E.D.-M.); (E.A.)
- Department of Pharmacology, Faculty of Medicine and Nursing, University of the Basque Country UPV/EHU, 48940 Leioa, Spain;
| | - Ane Elexpe
- Research and Development Division, IMG Pharma Biotech, 48170 Zamudio, Spain; (A.L.); (A.E.); (E.D.-M.); (E.A.)
| | - Eguzkiñe Díez-Martín
- Research and Development Division, IMG Pharma Biotech, 48170 Zamudio, Spain; (A.L.); (A.E.); (E.D.-M.); (E.A.)
- Department of Immunology, Microbiology and Parasitology, Faculty of Science and Technology, University of the Basque Country UPV/EHU, 48940 Leioa, Spain
| | - María Torrecilla
- Department of Pharmacology, Faculty of Medicine and Nursing, University of the Basque Country UPV/EHU, 48940 Leioa, Spain;
| | - Egoitz Astigarraga
- Research and Development Division, IMG Pharma Biotech, 48170 Zamudio, Spain; (A.L.); (A.E.); (E.D.-M.); (E.A.)
| | - Gabriel Barreda-Gómez
- Research and Development Division, IMG Pharma Biotech, 48170 Zamudio, Spain; (A.L.); (A.E.); (E.D.-M.); (E.A.)
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Roberts J, Kim SE, Kholmovski EG, Hitchcock Y, Richards TJ, Anzai Y. The arterial input function: Spatial dependence within the imaging volume and its influence on 3D quantitative dynamic contrast-enhanced MRI for head and neck cancer. Magn Reson Imaging 2023; 101:40-46. [PMID: 37030177 PMCID: PMC10194023 DOI: 10.1016/j.mri.2023.03.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 03/21/2023] [Indexed: 04/10/2023]
Abstract
PURPOSE To evaluate the dependence of the arterial input function (AIF) on the imaging z-axis and its effect on 3D DCE MRI pharmacokinetic parameters as mediated by the SPGR signal equation and Extended Tofts-Kermode model. THEORY For SPGR-based 3D DCE MRI acquisition of the head and neck, inflow effects within vessels violate the assumptions underlying the SPGR signal model. Errors in the SPGR-based AIF estimate propagate through the Extended Tofts-Kermode model to affect the output pharmacokinetic parameters. MATERIALS AND METHODS 3D DCE-MRI data were acquired for six newly diagnosed HNC patients in a prospective single arm cohort study. AIF were selected within the carotid arteries at each z-axis location. A region of interest (ROI) was placed in normal paravertebral muscle and the Extended Tofts-Kermode model solved for each pixel within the ROI for each AIF. Results were compared to those obtained with a published population average AIF. RESULTS Due to inflow effect, the AIF showed extreme variation in their temporal shapes. Ktrans was most sensitive to the initial bolus concentration and showed more variation over the muscle ROI with AIF taken from the upstream portion of the carotid. kep was less sensitive to the peak bolus concentration and showed less variation for AIF taken from the upstream portion of the carotid. CONCLUSION Inflow effects may introduce an unknown bias to SPGR-based 3D DCE pharmacokinetic parameters. Variation in the computed parameters depends on the selected AIF location. In the context of high flow, measurements may be limited to relative rather than absolute quantitative parameters.
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Affiliation(s)
- John Roberts
- Dept. Radiology & Imaging Sciences, University of Utah, SLC, UT, USA..
| | - Seong-Eun Kim
- Dept. Radiology & Imaging Sciences, University of Utah, SLC, UT, USA
| | - Eugene G Kholmovski
- Dept. Radiology & Imaging Sciences, University of Utah, SLC, UT, USA.; Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Ying Hitchcock
- Radiation Oncology, Huntsman Cancer Institute, SLC, UT, USA
| | | | - Yoshimi Anzai
- Dept. Radiology & Imaging Sciences, University of Utah, SLC, UT, USA
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Bartlett S, Nagaraja TN, Griffith B, Farmer KG, Van Harn M, Haider S, Hunt RJ, Cabral G, Knight RA, Valadie OG, Brown SL, Ewing JR, Lee IY. Persistent Peri-Ablation Blood-Brain Barrier Opening After Laser Interstitial Thermal Therapy for Brain Tumors. Cureus 2023; 15:e37397. [PMID: 37182017 PMCID: PMC10171839 DOI: 10.7759/cureus.37397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/10/2023] [Indexed: 05/16/2023] Open
Abstract
Purpose Laser interstitial thermal therapy (LITT) is a minimally invasive, image-guided, cytoreductive procedure to treat recurrent glioblastoma. This study implemented dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) methods and employed a model selection paradigm to localize and quantify post-LITT blood-brain barrier (BBB) permeability in the ablation vicinity. Serum levels of neuron-specific enolase (NSE), a peripheral marker of increased BBB permeability, were measured. Methods Seventeen patients were enrolled in the study. Using an enzyme-linked immunosorbent assay, serum NSE was measured preoperatively, 24 hours postoperatively, and at two, eight, 12, and 16 weeks postoperatively, depending on postoperative adjuvant treatment. Of the 17 patients, four had longitudinal DCE-MRI data available, from which blood-to-brain forward volumetric transfer constant (Ktrans) data were assessed. Imaging was performed preoperatively, 24 hours postoperatively, and between two and eight weeks postoperatively. Results Serum NSE increased at 24 hours following ablation (p=0.04), peaked at two weeks, and returned to baseline by eight weeks postoperatively. Ktrans was found to be elevated in the peri-ablation periphery 24 hours after the procedure. This increase persisted for two weeks. Conclusion Following the LITT procedure, serum NSE levels and peri-ablation Ktrans estimated from DCE-MRI demonstrated increases during the first two weeks after ablation, suggesting transiently increased BBB permeability.
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Affiliation(s)
- Seamus Bartlett
- Neurosurgery, Wayne State University School of Medicine, Detroit, USA
| | | | | | | | | | - Sameah Haider
- Neurological Surgery, Henry Ford Health, Detroit, USA
| | | | | | | | | | | | | | - Ian Y Lee
- Neurosurgery, Henry Ford Health, Detroit, USA
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Modeling Blood–Brain Barrier Permeability to Solutes and Drugs In Vivo. Pharmaceutics 2022; 14:pharmaceutics14081696. [PMID: 36015323 PMCID: PMC9414534 DOI: 10.3390/pharmaceutics14081696] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 08/04/2022] [Accepted: 08/10/2022] [Indexed: 11/29/2022] Open
Abstract
Our understanding of the pharmacokinetic principles governing the uptake of endogenous substances, xenobiotics, and biologicals across the blood–brain barrier (BBB) has advanced significantly over the past few decades. There is now a spectrum of experimental techniques available in experimental animals and humans which, together with pharmacokinetic models of low to high complexity, can be applied to describe the transport processes at the BBB of low molecular weight agents and macromolecules. This review provides an overview of the models in current use, from initial rate uptake studies over compartmental models to physiologically based models and points out the advantages and shortcomings associated with the different methods. A comprehensive pharmacokinetic profile of a compound with respect to brain exposure requires the knowledge of BBB uptake clearance, intra-brain distribution, and extent of equilibration across the BBB. The application of proper pharmacokinetic analysis and suitable models is a requirement not only in the drug development process, but in all of the studies where the brain uptake of drugs or markers is used to make statements about the function or integrity of the BBB.
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Mahammedi A, Wang LL, Vagal AS. Imaging Appearance of Migraine and Tension Type Headache. Neurol Clin 2022; 40:491-505. [PMID: 35871781 DOI: 10.1016/j.ncl.2022.02.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Abdelkader Mahammedi
- Department of Radiology, University of Cincinnati Medical Center, 234 Goodman Street, Cincinnati, OH 45219, USA.
| | - Lily L Wang
- Department of Radiology, University of Cincinnati Medical Center, 234 Goodman Street, Cincinnati, OH 45219, USA
| | - Achala S Vagal
- Department of Radiology, University of Cincinnati Medical Center, 234 Goodman Street, Cincinnati, OH 45219, USA
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Mazaheri Y, Kim N, Lakhman Y, Jafari R, Vargas A, Otazo R. Dynamic contrast-enhanced MRI parametric mapping using high spatiotemporal resolution Golden-angle RAdial Sparse Parallel MRI and iterative joint estimation of the arterial input function and pharmacokinetic parameters. NMR IN BIOMEDICINE 2022; 35:e4718. [PMID: 35226774 PMCID: PMC9203940 DOI: 10.1002/nbm.4718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 02/17/2022] [Accepted: 02/22/2022] [Indexed: 06/14/2023]
Abstract
The aim of this work is to develop a data-driven quantitative dynamic contrast-enhanced (DCE) MRI technique using Golden-angle RAdial Sparse Parallel (GRASP) MRI with high spatial resolution and high flexible temporal resolution and pharmacokinetic (PK) analysis with an arterial input function (AIF) estimated directly from the data obtained from each patient. DCE-MRI was performed on 13 patients with gynecological malignancy using a 3-T MRI scanner with a single continuous golden-angle stack-of-stars acquisition and image reconstruction with two temporal resolutions, by exploiting a unique feature in GRASP that reconstructs acquired data with user-defined temporal resolution. Joint estimation of the AIF (both AIF shape and delay) and PK parameters was performed with an iterative algorithm that alternates between AIF and PK estimation. Computer simulations were performed to determine the accuracy (expressed as percentage error [PE]) and precision of the estimated parameters. PK parameters (volume transfer constant [Ktrans ], fractional volume of the extravascular extracellular space [ve ], and blood plasma volume fraction [vp ]) and normalized root-mean-square error [nRMSE] (%) of the fitting errors for the tumor contrast kinetic data were measured both with population-averaged and data-driven AIFs. On patient data, the Wilcoxon signed-rank test was performed to compare nRMSE. Simulations demonstrated that GRASP image reconstruction with a temporal resolution of 1 s/frame for AIF estimation and 5 s/frame for PK analysis resulted in an absolute PE of less than 5% in the estimation of Ktrans and ve , and less than 11% in the estimation of vp . The nRMSE (mean ± SD) for the dual temporal resolution image reconstruction and data-driven AIF was 0.16 ± 0.04 compared with 0.27 ± 0.10 (p < 0.001) with 1 s/frame using population-averaged AIF, and 0.23 ± 0.07 with 5 s/frame using population-averaged AIF (p < 0.001). We conclude that DCE-MRI data acquired and reconstructed with the GRASP technique at dual temporal resolution can successfully be applied to jointly estimate the AIF and PK parameters from a single acquisition resulting in data-driven AIFs and voxelwise PK parametric maps.
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Affiliation(s)
- Yousef Mazaheri
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Nathanael Kim
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Yulia Lakhman
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ramin Jafari
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Alberto Vargas
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ricardo Otazo
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
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Nagaraja TN, Elmghirbi R, Brown SL, Rey JA, Schultz L, Mukherjee A, Cabral G, Panda S, Lee IY, Sarntinoranont M, Keenan KA, Knight RA, Ewing JR. Imaging acute effects of bevacizumab on tumor vascular kinetics in a preclinical orthotopic model of U251 glioma. NMR IN BIOMEDICINE 2021; 34:e4516. [PMID: 33817893 PMCID: PMC8978145 DOI: 10.1002/nbm.4516] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 03/12/2021] [Accepted: 03/13/2021] [Indexed: 05/05/2023]
Abstract
The effect of a human vascular endothelial growth factor antibody on the vasculature of human tumor grown in rat brain was studied. Using dynamic contrast-enhanced magnetic resonance imaging, the effects of intravenous bevacizumab (Avastin; 10 mg/kg) were examined before and at postadministration times of 1, 2, 4, 8, 12 and 24 h (N = 26; 4-5 per time point) in a rat model of orthotopic, U251 glioblastoma (GBM). The commonly estimated vascular parameters for an MR contrast agent were: (i) plasma distribution volume (vp ), (ii) forward volumetric transfer constant (Ktrans ) and (iii) reverse transfer constant (kep ). In addition, extracellular distribution volume (VD ) was estimated in the tumor (VD-tumor ), tumor edge (VD-edge ) and the mostly normal tumor periphery (VD-peri ), along with tumor blood flow (TBF), peri-tumoral hydraulic conductivity (K) and interstitial flow (Flux) and tumor interstitial fluid pressure (TIFP). Studied as % changes from baseline, the 2-h post-treatment time point began showing significant decreases in vp , VD-tumor, VD-edge and VD-peri , as well as K, with these changes persisting at 4 and 8 h in vp , K, VD-tumor, -edge and -peri (t-tests; p < 0.05-0.01). Decreases in Ktrans were observed at the 2- and 4-h time points (p < 0.05), while interstitial volume fraction (ve ; = Ktrans /kep ) showed a significant decrease only at the 2-h time point (p < 0.05). Sustained decreases in Flux were observed from 2 to 24 h (p < 0.01) while TBF and TIFP showed delayed responses, increases in the former at 12 and 24 h and a decrease in the latter only at 12 h. These imaging biomarkers of tumor vascular kinetics describe the short-term temporal changes in physical spaces and fluid flows in a model of GBM after Avastin administration.
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Affiliation(s)
| | - Rasha Elmghirbi
- Department of Neurology, Henry Ford Hospital, Detroit, Michigan, USA
- Department of Physics, Oakland University, Rochester, Michigan, USA
| | - Stephen L. Brown
- Department of Radiation Oncology, Henry Ford Hospital, Detroit, Michigan, USA
| | - Julian A. Rey
- Department of Mechanical and Aerospace Engineering, University of Florida, Gainesville, Florida, USA
| | - Lonni Schultz
- Department of Neurosurgery, Henry Ford Hospital, Detroit, Michigan, USA
| | - Abir Mukherjee
- Department of Pathology, Henry Ford Hospital, Detroit, Michigan, USA
| | - Glauber Cabral
- Department of Neurology, Henry Ford Hospital, Detroit, Michigan, USA
| | - Swayamprava Panda
- Department of Neurology, Henry Ford Hospital, Detroit, Michigan, USA
| | - Ian Y. Lee
- Department of Neurosurgery, Henry Ford Hospital, Detroit, Michigan, USA
| | - Malisa Sarntinoranont
- Department of Mechanical and Aerospace Engineering, University of Florida, Gainesville, Florida, USA
| | - Kelly A. Keenan
- Department of Neurosurgery, Henry Ford Hospital, Detroit, Michigan, USA
| | - Robert A. Knight
- Department of Neurology, Henry Ford Hospital, Detroit, Michigan, USA
- Department of Physics, Oakland University, Rochester, Michigan, USA
| | - James R. Ewing
- Department of Neurology, Henry Ford Hospital, Detroit, Michigan, USA
- Department of Physics, Oakland University, Rochester, Michigan, USA
- Department of Neurology, Wayne State University, Detroit, Michigan, USA
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The Role of Rituximab in the Treatment of Primary Central Nervous System Lymphoma. Cancers (Basel) 2021; 13:cancers13081920. [PMID: 33923396 PMCID: PMC8074001 DOI: 10.3390/cancers13081920] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 04/06/2021] [Accepted: 04/13/2021] [Indexed: 01/17/2023] Open
Abstract
Simple Summary Primary central nervous system lymphoma (PCNSL) is a rare form of cancer and the treatment of newly diagnosed patients is challenging. Many chemotherapy regimens are being used, and methotrexate is an important component in most. The role of the immunotherapy rituximab is not as clear. This review focuses on the available evidence for the use of this monoclonal antibody in the treatment of patients with PCNSL. Abstract Primary central nervous system lymphoma (PCNSL) is a type of non-Hodgkin lymphoma limited to the central nervous system. It has a poor prognosis. Consensus has been reached on the treatment of newly diagnosed patients with high-dose methotrexate-based chemotherapy, but whether the addition of the monoclonal anti-CD20 antibody rituximab improves survival, as it does in systemic B-cell non-Hodgkin lymphoma, remains disputed. In this review, we reflect on the available evidence of the use of rituximab in PCNSL. Whether rituximab has any beneficial effect remains uncertain.
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Wu SK, Tsai CL, Huang Y, Hynynen K. Focused Ultrasound and Microbubbles-Mediated Drug Delivery to Brain Tumor. Pharmaceutics 2020; 13:pharmaceutics13010015. [PMID: 33374205 PMCID: PMC7823947 DOI: 10.3390/pharmaceutics13010015] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Revised: 12/21/2020] [Accepted: 12/22/2020] [Indexed: 12/14/2022] Open
Abstract
The presence of blood–brain barrier (BBB) and/or blood–brain–tumor barriers (BBTB) is one of the main obstacles to effectively deliver therapeutics to our central nervous system (CNS); hence, the outcomes following treatment of malignant brain tumors remain unsatisfactory. Although some approaches regarding BBB disruption or drug modifications have been explored, none of them reach the criteria of success. Convention-enhanced delivery (CED) directly infuses drugs to the brain tumor and surrounding tumor infiltrating area over a long period of time using special catheters. Focused ultrasound (FUS) now provides a non-invasive method to achieve this goal via combining with systemically circulating microbubbles to locally enhance the vascular permeability. In this review, different approaches of delivering therapeutic agents to the brain tumors will be discussed as well as the characterization of BBB and BBTB. We also highlight the mechanism of FUS-induced BBB modulation and the current progress of this technology in both pre-clinical and clinical studies.
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Affiliation(s)
- Sheng-Kai Wu
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada; (S.-K.W.); (C.-L.T.); (Y.H.)
- Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Chia-Lin Tsai
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada; (S.-K.W.); (C.-L.T.); (Y.H.)
- Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
- Department of Neurology, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan
| | - Yuexi Huang
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada; (S.-K.W.); (C.-L.T.); (Y.H.)
- Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Kullervo Hynynen
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada; (S.-K.W.); (C.-L.T.); (Y.H.)
- Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada
- Correspondence:
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Manipulation of immune‒vascular crosstalk: new strategies towards cancer treatment. Acta Pharm Sin B 2020; 10:2018-2036. [PMID: 33304777 PMCID: PMC7714955 DOI: 10.1016/j.apsb.2020.09.014] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 08/25/2020] [Accepted: 08/31/2020] [Indexed: 12/17/2022] Open
Abstract
Tumor vasculature is characterized by aberrant structure and function, resulting in immune suppressive profiles of tumor microenvironment through limiting immune cell infiltration into tumors, endogenous immune surveillance and immune cell function. Vascular normalization as a novel therapeutic strategy tends to prune some of the immature blood vessels and fortify the structure and function of the remaining vessels, thus improving immune stimulation and the efficacy of immunotherapy. Interestingly, the presence of "immune‒vascular crosstalk" enables the formation of a positive feedback loop between vascular normalization and immune reprogramming, providing the possibility to develop new cancer therapeutic strategies. The applications of nanomedicine in vascular-targeting therapy in cancer have gained increasing attention due to its specific physical and chemical properties. Here, we reviewed the recent advances of effective routes, especially nanomedicine, for normalizing tumor vasculature. We also summarized the development of enhancing nanoparticle-based anticancer drug delivery via the employment of transcytosis and mimicking immune cell extravasation. This review explores the potential to optimize nanomedicine-based therapeutic strategies as an alternative option for cancer treatment.
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12
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Åberg ND, Wall A, Anger O, Jood K, Andreasson U, Blennow K, Zetterberg H, Isgaard J, Jern C, Svensson J. Circulating levels of vascular endothelial growth factor and post-stroke long-term functional outcome. Acta Neurol Scand 2020; 141:405-414. [PMID: 31919840 DOI: 10.1111/ane.13219] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Revised: 12/23/2019] [Accepted: 01/05/2020] [Indexed: 12/22/2022]
Abstract
OBJECTIVES Vascular endothelial growth factor (VEGF) acts in angiogenesis and neuroprotection, although the beneficial effects on experimental ischemic stroke (IS) have not been replicated in clinical studies. We investigated serum VEGF (s-VEGF) in the acute stage (baseline) and 3 months post-stroke in relation to stroke severity and functional outcome. METHODS The s-VEGF and serum high-sensitivity C-reactive protein (hs-CRP) concentrations were measured in patients enrolled in the Sahlgrenska Academy Study on Ischemic Stroke (SAHLSIS) at the acute time-point (median 4 days, N = 492, 36% female; mean age, 57 years) and at 3 months post-stroke (N = 469). Baseline stroke severity was classified according to the National Institutes of Health Stroke Scale (NIHSS), and functional outcomes (3 months and 2 years) were evaluated using the modified Rankin Scale (mRS), dichotomized into good (mRS 0-2), and poor (mRS 3-6) outcomes. Multivariable logistic regression analyses were adjusted for covariates. RESULTS The baseline s-VEGF did not correlate with stroke severity but correlated moderately with hs-CRP (r = .17, P < .001). The baseline s-VEGF was 39.8% higher in total anterior cerebral infarctions than in lacunar cerebral infarctions. In binary logistic regression analysis, associations with 3-month functional outcome were non-significant. However, an association between the 3-month s-VEGF and poor 2-year outcome withstood adjustments for age, sex, cardiovascular covariates, and stroke severity (per 10-fold increase in s-VEGF, odds ratio [OR], 2.56, 95% confidence interval [CI] 1.12-5.82) or hs-CRP (OR 2.53, CI 1.15-5.55). CONCLUSIONS High 3-month s-VEGF is independently associated with poor 2-year functional outcome but not with 3-month outcome.
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Affiliation(s)
- N. David Åberg
- Department of Internal Medicine Institute of Medicine Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Region Västra Götaland Sahlgrenska University Hospital Gothenburg Sweden
| | - Alexander Wall
- Department of Internal Medicine Institute of Medicine Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Region Västra Götaland Sahlgrenska University Hospital Gothenburg Sweden
| | - Olof Anger
- Department of Internal Medicine Institute of Medicine Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Region Västra Götaland Sahlgrenska University Hospital Gothenburg Sweden
| | - Katarina Jood
- Region Västra Götaland Sahlgrenska University Hospital Gothenburg Sweden
- Department for Clinical Neuroscience Institute of Neuroscience and Physiology Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
| | - Ulf Andreasson
- Clinical Neurochemistry Laboratory Sahlgrenska University Hospital Mölndal Sweden
- Department of Psychiatry and Neurochemistry Institute of Neuroscience and Physiology Sahlgrenska Academy University of Gothenburg Mölndal Sweden
| | - Kaj Blennow
- Clinical Neurochemistry Laboratory Sahlgrenska University Hospital Mölndal Sweden
- Department of Psychiatry and Neurochemistry Institute of Neuroscience and Physiology Sahlgrenska Academy University of Gothenburg Mölndal Sweden
| | - Henrik Zetterberg
- Clinical Neurochemistry Laboratory Sahlgrenska University Hospital Mölndal Sweden
- Department of Psychiatry and Neurochemistry Institute of Neuroscience and Physiology Sahlgrenska Academy University of Gothenburg Mölndal Sweden
- Department of Laboratory Medicine Institute of Biomedicine Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Department of Neurodegenerative Disease UCL Institute of Neurology London UK
- UK Dementia Research Institute at UCL London UK
| | - Jörgen Isgaard
- Department of Internal Medicine Institute of Medicine Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Region Västra Götaland Sahlgrenska University Hospital Gothenburg Sweden
| | - Christina Jern
- Department of Laboratory Medicine Institute of Biomedicine Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Clinical Genetics and Genomics Sahlgrenska University Hospital Gothenburg Sweden
| | - Johan Svensson
- Department of Internal Medicine Institute of Medicine Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
- Region Västra Götaland Sahlgrenska University Hospital Gothenburg Sweden
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13
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Srinivasan VM, Lang FF, Chen SR, Chen MM, Gumin J, Johnson J, Burkhardt JK, Kan P. Advances in endovascular neuro-oncology: endovascular selective intra-arterial (ESIA) infusion of targeted biologic therapy for brain tumors. J Neurointerv Surg 2020; 12:197-203. [PMID: 31676690 DOI: 10.1136/neurintsurg-2019-015137] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Revised: 10/12/2019] [Accepted: 10/15/2019] [Indexed: 02/03/2023]
Abstract
BACKGROUND Malignant gliomas continue to have a poor clinical outcome with available therapies. In the past few years, new targeted biologic therapies have been studied, with promising results. However, owing to problems with ineffective IV delivery of these newer agents, an alternative, more direct delivery mechanism is needed. Simultaneously, advancements in neuroendovascular technology have allowed endovascular selective intra-arterial approaches to delivery. This method has the potential to increase drug delivery and selectively target tumor vasculature. OBJECTIVE To review the history of IA therapy for brain tumors, prior failures and successes, the emergence of new technologies and therapies, and the future direction of this young field. METHODS A comprehensive literature search of two databases (PubMed, Ovid Medline) was performed for several terms including 'brain tumor', 'glioma', and 'endovascular intra-arterial'. Forty-five relevant articles were identified via a systematic review following PRISMA guidelines. Additional relevant articles were selected for further in-depth review. Emphasis was given to articles discussing selective intra-arterial intracranial delivery using microcatheters. RESULTS Endovascular intra-arterial therapy with chemotherapy has had mixed results, with currently active trials using temozolomide, cetuximab, and bevacizumab. Prior attempts at IA chemotherapy with older-generation medications did not surpass the efficacy of IV administration. Advances in neuro-oncology have brought to the forefront new targeted biologic therapies. CONCLUSIONS In this review, we discuss the emerging field of endovascular neuro-oncology, a field that applies modern neuroendovascular techniques to the delivery of new therapeutic agents to brain tumors. The development of targeted therapies for brain tumors has been concurrent with the development of microcatheter technology, which has made superselective distal intracranial arterial access feasible and safe.
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Affiliation(s)
| | - Frederick F Lang
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Stephen R Chen
- Department of Radiology, Baylor College of Medicine, Houston, Texas, USA.,Department of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Melissa M Chen
- Department of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Joy Gumin
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jeremiah Johnson
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Jan-Karl Burkhardt
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Peter Kan
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
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Ding G, Chopp M, Li L, Zhang L, Davoodi-Bojd E, Li Q, Wei M, Zhang Z, Jiang Q. Differences between normal and diabetic brains in middle-aged rats by MRI. Brain Res 2019; 1724:146407. [PMID: 31465773 PMCID: PMC8063608 DOI: 10.1016/j.brainres.2019.146407] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 08/23/2019] [Accepted: 08/24/2019] [Indexed: 01/01/2023]
Abstract
Normal aging is a risk factor for metabolic disorders such as diabetes, and diabetes is also a recognized cause of accelerated aging. Being able to distinguish changes caused by normal aging from those caused by diabetes, would provide insight into how the aging brain interacts with diabetes. Eight types of MRI metric maps (magnetization relaxation time constants of T1 and T2, cerebral blood flow, cerebrovascular permeability, mean diffusivity, diffusion fractional anisotropy, mean diffusion kurtosis and diffusion directional entropy) were generated for all rats from the three groups of normal young, healthy and 1.5-month diabetic middle-aged rats under investigation. Measurements of multiple MRI indices of cerebral white and gray matter from animals of the three groups provide complementary results and insight into differences between healthy and diabetic white / gray matter in the mid-aged rats. Our data indicate that MRI may distinguish between the normal and diabetes in mid-aged rat brains by measuring either T1 and T2 of gray matter, or fractional anisotropy of white matter and gray matter. Therefore, MRI can distinguish changes of cerebral tissue due to the normal aging from diabetic aging, which may lead to be able to better understand how diabetes accelerates aging in normal brain.
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Affiliation(s)
- Guangliang Ding
- Department of Neurology, Henry Ford Hospital, 2799 West Grand Boulevard, Detroit, MI 48202, USA
| | - Michael Chopp
- Department of Neurology, Henry Ford Hospital, 2799 West Grand Boulevard, Detroit, MI 48202, USA; Department of Physics, Oakland University, Rochester, MI 48309, USA
| | - Lian Li
- Department of Neurology, Henry Ford Hospital, 2799 West Grand Boulevard, Detroit, MI 48202, USA
| | - Li Zhang
- Department of Neurology, Henry Ford Hospital, 2799 West Grand Boulevard, Detroit, MI 48202, USA
| | - Esmaeil Davoodi-Bojd
- Department of Neurology, Henry Ford Hospital, 2799 West Grand Boulevard, Detroit, MI 48202, USA
| | - Qingjiang Li
- Department of Neurology, Henry Ford Hospital, 2799 West Grand Boulevard, Detroit, MI 48202, USA
| | - Min Wei
- Department of Neurology, Henry Ford Hospital, 2799 West Grand Boulevard, Detroit, MI 48202, USA
| | - Zhenggang Zhang
- Department of Neurology, Henry Ford Hospital, 2799 West Grand Boulevard, Detroit, MI 48202, USA
| | - Quan Jiang
- Department of Neurology, Henry Ford Hospital, 2799 West Grand Boulevard, Detroit, MI 48202, USA; Department of Physics, Oakland University, Rochester, MI 48309, USA.
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15
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Ultrasound-Induced Blood-Brain-Barrier Opening Enhances Anticancer Efficacy in the Treatment of Glioblastoma: Current Status and Future Prospects. JOURNAL OF ONCOLOGY 2019; 2019:2345203. [PMID: 31781213 PMCID: PMC6875288 DOI: 10.1155/2019/2345203] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2019] [Revised: 08/26/2019] [Accepted: 09/19/2019] [Indexed: 01/18/2023]
Abstract
Glioblastoma multiforme (GBM) diffusely infiltrates normal brain tissue. The presence of the blood-brain barrier (BBB) poses difficulties for targeted delivery of currently available antitumor drugs. Novel brain drug delivery strategies are far from satisfactory for glioma treatment. Recently, focused ultrasound (FUS) combined with microbubbles presents a transient, reversible, and noninvasive approach for local induction of BBB opening. This strategy demonstrated its potential to increase local concentrations of both diagnostic and therapeutic agents in glioma therapy. Current status and related physic mechanisms of this drug delivery technique are discussed in this review. Delivery efficiency enhancement in many preclinical glioma models was obtained by FUS-BBB opening combined with various nanoparticles. And, the clinical translational status of FUS-BBB will be discussed.
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16
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Focused Ultrasonography-Mediated Blood-Brain Barrier Disruption in the Enhancement of Delivery of Brain Tumor Therapies. World Neurosurg 2019; 131:65-75. [PMID: 31323404 DOI: 10.1016/j.wneu.2019.07.096] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 07/09/2019] [Accepted: 07/10/2019] [Indexed: 01/06/2023]
Abstract
Glioblastoma is the most common intracranial malignancy in adults and carries a poor prognosis. Chemotherapeutic treatment figures prominently in the management of primary and recurrent disease. However, the blood-brain barrier presents a significant and formidable impediment to the entry of oncotherapeutic compounds to target tumor tissue. Several strategies have been developed to effect disruption of the blood-brain barrier and in turn enhance the efficacy of cytotoxic chemotherapy, as well as newly developed biologic agents. Focused ultrasonography is one such treatment modality, using acoustic cavitation of parenterally administered microbubbles to mechanically effect disruption of the vascular endothelium. We review and discuss the preclinical and clinical studies evaluating the biophysical basis for, and efficacy of, focused ultrasonography in the enhancement of oncotherapeutic agent delivery. Further, we provide some perspectives regarding future directions for the role of focused ultrasound in facilitating and improving the safe and effective delivery of oncotherapeutic agents in the treatment of glioblastoma.
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17
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Kim YS, Kim M, Choi SH, You SH, Yoo RE, Kang KM, Yun TJ, Lee ST, Moon J, Shin YW. Altered Vascular Permeability in Migraine-associated Brain Regions: Evaluation with Dynamic Contrast-enhanced MRI. Radiology 2019; 292:713-720. [PMID: 31264949 DOI: 10.1148/radiol.2019182566] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Background Recent studies showed the possible association between inflammation-induced blood-brain barrier (BBB) structural changes followed by greater permeability of the BBB and chronic pain. Thus, measurement of BBB breakdown would be a valuable aid in the diagnosis in migraine. Dynamic contrast material-enhanced (DCE) MRI can determine perfusion and permeability properties related to the BBB. Purpose To evaluate the relationship between permeability of the BBB in migraine-associated brain regions by using DCE MRI. Materials and Methods In this prospective study, from September 2016 to December 2017, 56 study participants underwent DCE MRI after gadobutrol administration and were classified into migraine (n = 35) and healthy control (n = 21) groups. Automatic volumetric segmentation was performed on the pre-contrast-enhanced T1-weighted images by using FreeSurfer, and migraine-associated brain region masks were extracted by using the software NordicICE. The corresponding maps for pharmacokinetic parameters Ktrans (the volume transfer constant) and Vp (the fractional plasma volume) were coregistered with the region-of-interest masks, and their mean values of corresponding total volume of interest were calculated. For comparison analyses, the Mann-Whitney tests were used. Receiver operating characteristic curve analysis and Spearman rank correlation tests were used to identify correlations between clinical characteristics and the aforementioned perfusion parameters. Results Mean age was younger in the migraine group (mean ± standard deviation, 57 years ± 12) than in the healthy control group (mean, 71 years ± 8) (P < .001). In the migraine group, the mean value of Vp in the left amygdala (median, 0.27 mL/100 g) was lower than that in the healthy control group (median, 0.39 mL/100 g) (P = .04). The mean value of Vp in the left amygdala was correlated with the intensity of headache attack in participants with migraine (correlation coefficient, -0.34; P = .04). Conclusion Lower fractional plasma volume in the left amygdala was observed in participants with migraine than in healthy participants. © RSNA, 2019 Online supplemental material is available for this article. See also the editorial by Carroll and Ginat in this issue.
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Affiliation(s)
- Yeon Soo Kim
- From the Departments of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neurology (M.K., S.T.L., J.M., Y.W.S.), and Neurosurgery (J.M.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neuroscience Research Institute (M.K.), and Protein Metabolism Research Center (M.K.), Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.H.C.); and Department of Radiology, Korea University Anam Hospital, Seoul, Republic of Korea (S.H.Y.)
| | - Manho Kim
- From the Departments of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neurology (M.K., S.T.L., J.M., Y.W.S.), and Neurosurgery (J.M.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neuroscience Research Institute (M.K.), and Protein Metabolism Research Center (M.K.), Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.H.C.); and Department of Radiology, Korea University Anam Hospital, Seoul, Republic of Korea (S.H.Y.)
| | - Seung Hong Choi
- From the Departments of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neurology (M.K., S.T.L., J.M., Y.W.S.), and Neurosurgery (J.M.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neuroscience Research Institute (M.K.), and Protein Metabolism Research Center (M.K.), Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.H.C.); and Department of Radiology, Korea University Anam Hospital, Seoul, Republic of Korea (S.H.Y.)
| | - Sung-Hye You
- From the Departments of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neurology (M.K., S.T.L., J.M., Y.W.S.), and Neurosurgery (J.M.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neuroscience Research Institute (M.K.), and Protein Metabolism Research Center (M.K.), Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.H.C.); and Department of Radiology, Korea University Anam Hospital, Seoul, Republic of Korea (S.H.Y.)
| | - Roh-Eul Yoo
- From the Departments of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neurology (M.K., S.T.L., J.M., Y.W.S.), and Neurosurgery (J.M.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neuroscience Research Institute (M.K.), and Protein Metabolism Research Center (M.K.), Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.H.C.); and Department of Radiology, Korea University Anam Hospital, Seoul, Republic of Korea (S.H.Y.)
| | - Koung Mi Kang
- From the Departments of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neurology (M.K., S.T.L., J.M., Y.W.S.), and Neurosurgery (J.M.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neuroscience Research Institute (M.K.), and Protein Metabolism Research Center (M.K.), Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.H.C.); and Department of Radiology, Korea University Anam Hospital, Seoul, Republic of Korea (S.H.Y.)
| | - Tae Jin Yun
- From the Departments of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neurology (M.K., S.T.L., J.M., Y.W.S.), and Neurosurgery (J.M.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neuroscience Research Institute (M.K.), and Protein Metabolism Research Center (M.K.), Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.H.C.); and Department of Radiology, Korea University Anam Hospital, Seoul, Republic of Korea (S.H.Y.)
| | - Soon-Tae Lee
- From the Departments of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neurology (M.K., S.T.L., J.M., Y.W.S.), and Neurosurgery (J.M.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neuroscience Research Institute (M.K.), and Protein Metabolism Research Center (M.K.), Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.H.C.); and Department of Radiology, Korea University Anam Hospital, Seoul, Republic of Korea (S.H.Y.)
| | - Jangsup Moon
- From the Departments of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neurology (M.K., S.T.L., J.M., Y.W.S.), and Neurosurgery (J.M.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neuroscience Research Institute (M.K.), and Protein Metabolism Research Center (M.K.), Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.H.C.); and Department of Radiology, Korea University Anam Hospital, Seoul, Republic of Korea (S.H.Y.)
| | - Yong-Won Shin
- From the Departments of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neurology (M.K., S.T.L., J.M., Y.W.S.), and Neurosurgery (J.M.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology (Y.S.K., S.H.C., R.E.Y., K.M.K., T.J.Y.), Neuroscience Research Institute (M.K.), and Protein Metabolism Research Center (M.K.), Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.H.C.); and Department of Radiology, Korea University Anam Hospital, Seoul, Republic of Korea (S.H.Y.)
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Lecler A, Balvay D, Cuenod C, Marais L, Zmuda M, Sadik J, Galatoire O, Farah E, El Methni J, Zuber K, Bergès O, Savatovsky J, Fournier L. Quality‐based pharmacokinetic model selection on DCE‐MRI for characterizing orbital lesions. J Magn Reson Imaging 2019; 50:1514-1525. [DOI: 10.1002/jmri.26747] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 03/15/2019] [Accepted: 03/18/2019] [Indexed: 12/18/2022] Open
Affiliation(s)
- Augustin Lecler
- Department of NeuroradiologyFoundation Adolphe de Rothschild Hospital Paris France
- Université Paris Descartes Sorbonne Paris Cité, INSERM UMR‐S970Cardiovascular Research Center – PARCC Paris France
| | - Daniel Balvay
- Université Paris Descartes Sorbonne Paris Cité, INSERM UMR‐S970Cardiovascular Research Center – PARCC Paris France
| | - Charles‐André Cuenod
- Université Paris Descartes Sorbonne Paris Cité, INSERM UMR‐S970Cardiovascular Research Center – PARCC Paris France
- Radiology Department, Hôpital Européen Georges PompidouUniversité Paris Descartes Sorbonne Paris Cité, Assistance Publique‐Hôpitaux de Paris Paris France
| | - Louise Marais
- Université Paris Descartes Sorbonne Paris Cité, INSERM UMR‐S970Cardiovascular Research Center – PARCC Paris France
| | - Mathieu Zmuda
- Department of Orbitopalpebral SurgeryFoundation Adolphe de Rothschild Hospital Paris France
| | - Jean‐Claude Sadik
- Department of NeuroradiologyFoundation Adolphe de Rothschild Hospital Paris France
| | - Olivier Galatoire
- Department of Orbitopalpebral SurgeryFoundation Adolphe de Rothschild Hospital Paris France
| | - Edgar Farah
- Department of Orbitopalpebral SurgeryFoundation Adolphe de Rothschild Hospital Paris France
| | - Jonathan El Methni
- MAP5, UMR CNRS 8145Université Paris Descartes Sorbonne Paris Cité France
| | - Kevin Zuber
- Department of Clinical ResearchFoundation Adolphe de Rothschild Hospital Paris France
| | - Olivier Bergès
- Department of NeuroradiologyFoundation Adolphe de Rothschild Hospital Paris France
| | - Julien Savatovsky
- Department of NeuroradiologyFoundation Adolphe de Rothschild Hospital Paris France
| | - Laure Fournier
- Université Paris Descartes Sorbonne Paris Cité, INSERM UMR‐S970Cardiovascular Research Center – PARCC Paris France
- Radiology Department, Hôpital Européen Georges PompidouUniversité Paris Descartes Sorbonne Paris Cité, Assistance Publique‐Hôpitaux de Paris Paris France
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Hernandez-Garcia L, Lahiri A, Schollenberger J. Recent progress in ASL. Neuroimage 2019; 187:3-16. [PMID: 29305164 PMCID: PMC6030511 DOI: 10.1016/j.neuroimage.2017.12.095] [Citation(s) in RCA: 62] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Revised: 12/21/2017] [Accepted: 12/30/2017] [Indexed: 11/26/2022] Open
Abstract
This article aims to provide the reader with an overview of recent developments in Arterial Spin Labeling (ASL) MRI techniques. A great deal of progress has been made in recent years in terms of the SNR and acquisition speed. New strategies have been introduced to improve labeling efficiency, reduce artefacts, and estimate other relevant physiological parameters besides perfusion. As a result, ASL techniques has become a reliable workhorse for researchers as well as clinicians. After a brief overview of the technique's fundamentals, this article will review new trends and variants in ASL including vascular territory mapping and velocity selective ASL, as well as arterial blood volume imaging techniques. This article will also review recent processing techniques to reduce partial volume effects and physiological noise. Next the article will examine how ASL techniques can be leveraged to calculate additional physiological parameters beyond perfusion and finally, it will review a few recent applications of ASL in the literature.
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Affiliation(s)
| | - Anish Lahiri
- FMRI Laboratory, University of Michigan, United States
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Chen KT, Wei KC, Liu HL. Theranostic Strategy of Focused Ultrasound Induced Blood-Brain Barrier Opening for CNS Disease Treatment. Front Pharmacol 2019; 10:86. [PMID: 30792657 PMCID: PMC6374338 DOI: 10.3389/fphar.2019.00086] [Citation(s) in RCA: 87] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2018] [Accepted: 01/21/2019] [Indexed: 12/22/2022] Open
Abstract
Focused Ultrasound (FUS) in combination with gaseous microbubbles has emerged as a potential new means of effective drug delivery to the brain. Recent research has shown that, under burst-type energy exposure with the presence of microbubbles, this modality can transiently permeate the blood-brain barrier (BBB). The bioavailability of therapeutic agents is site-specifically augmented only in the zone where the FUS energy is targeted. The non-invasiveness of this approach makes FUS-induced BBB opening a novel and attractive means to perform localized CNS therapeutic agent delivery. Over the past decade, FUS-BBB opening has been preclinically confirmed to successfully enhance CNS penetration of therapeutic agents including chemotherapeutic agents, therapeutic peptides, monoclonal antibodies, and nanoparticles. Recently, a number of clinical human trials have begun to explore clinical utility. This review article, explores this technology through its physical mechanisms, summarizes the existing preclinical findings (including current medical device designs and technical approaches), and summarizes current ongoing clinical trials.
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Affiliation(s)
- Ko-Ting Chen
- Ph.D. Program in Biomedical Engineering, Chang Gung University, Taoyuan, Taiwan.,Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Kuo-Chen Wei
- Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Hao-Li Liu
- Ph.D. Program in Biomedical Engineering, Chang Gung University, Taoyuan, Taiwan.,Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan.,Department of Electrical Engineering, Chang-Gung University, Taoyuan, Taiwan
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21
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Samec N, Jovcevska I, Stojan J, Zottel A, Liovic M, Myers MP, Muyldermans S, Šribar J, Križaj I, Komel R. Glioblastoma-specific anti-TUFM nanobody for in-vitro immunoimaging and cancer stem cell targeting. Oncotarget 2018; 9:17282-17299. [PMID: 29707108 PMCID: PMC5915116 DOI: 10.18632/oncotarget.24629] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Accepted: 02/24/2018] [Indexed: 11/25/2022] Open
Abstract
Glioblastoma multiforme (GBM) is the most common and lethal form of brain tumor. The prognosis for patients remains poor, despite the combination of new preoperative and intraoperative neuroimaging, radical surgery, and recent advances in radiotherapy and chemotherapy. To improve GBM therapy and patient outcome, sustained drug delivery to glioma cells is needed, while minimizing toxicity to adjacent neurons and glia cells. This might be achieved through an anti-proteomic approach based on nanobodies, the single-domain antigen-binding fragments of heavy-chain antibodies of the camelid adaptive immune system. We report here on the validation and quantification of a nanobody raised against mitochondrial translation elongation factor (TUFM). Differential expression of TUFM was examined in different GBM cell lines and GBM tissue at the protein and mRNA levels, as compared to their expression in neural stem cells and normal brain tissue. We further used in-silico modelling and immunocytochemistry to define the specificity of anti-TUFM nanobody (Nb206) towards GBM stem cells, as compared to GBM cell lines (U251MG and U87MG cells). Due to its specificity and pronounced inhibitory effect on GBM stem cell growth, we propose the use of this anti-TUFM nanobody for GBM in vitro immunoimaging and potentially also cancer stem cell targeting.
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Affiliation(s)
- Neja Samec
- Medical Centre for Molecular Biology, Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Ivana Jovcevska
- Medical Centre for Molecular Biology, Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Jure Stojan
- Medical Centre for Molecular Biology, Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Alja Zottel
- Medical Centre for Molecular Biology, Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Mirjana Liovic
- Medical Centre for Molecular Biology, Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Michael P Myers
- International Centre for Genetic Engineering and Biotechnology (ICGEB), Trieste, Italy
| | - Serge Muyldermans
- Cellular and Molecular Immunology, Bioengineering Sciences Department, Vrije Universiteit Brussel, Brussels, Belgium
| | - Jernej Šribar
- Department of Molecular and Biomedical Sciences, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Igor Križaj
- Department of Molecular and Biomedical Sciences, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Radovan Komel
- Medical Centre for Molecular Biology, Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
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22
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A simulation study comparing nine mathematical models of arterial input function for dynamic contrast enhanced MRI to the Parker model. AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE 2018; 41:507-518. [DOI: 10.1007/s13246-018-0632-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Accepted: 03/20/2018] [Indexed: 02/06/2023]
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Rutkowsky JM, Lee LL, Puchowicz M, Golub MS, Befroy DE, Wilson DW, Anderson S, Cline G, Bini J, Borkowski K, Knotts TA, Rutledge JC. Reduced cognitive function, increased blood-brain-barrier transport and inflammatory responses, and altered brain metabolites in LDLr -/-and C57BL/6 mice fed a western diet. PLoS One 2018; 13:e0191909. [PMID: 29444171 PMCID: PMC5812615 DOI: 10.1371/journal.pone.0191909] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Accepted: 01/12/2018] [Indexed: 12/20/2022] Open
Abstract
Recent work suggests that diet affects brain metabolism thereby impacting cognitive function. Our objective was to determine if a western diet altered brain metabolism, increased blood-brain barrier (BBB) transport and inflammation, and induced cognitive impairment in C57BL/6 (WT) mice and low-density lipoprotein receptor null (LDLr -/-) mice, a model of hyperlipidemia and cognitive decline. We show that a western diet and LDLr -/- moderately influence cognitive processes as assessed by Y-maze and radial arm water maze. Also, western diet significantly increased BBB transport, as well as microvessel factor VIII in LDLr -/- and microglia IBA1 staining in WT, both indicators of activation and neuroinflammation. Interestingly, LDLr -/- mice had a significant increase in 18F- fluorodeoxyglucose uptake irrespective of diet and brain 1H-magnetic resonance spectroscopy showed increased lactate and lipid moieties. Metabolic assessments of whole mouse brain by GC/MS and LC/MS/MS showed that a western diet altered brain TCA cycle and β-oxidation intermediates, levels of amino acids, and complex lipid levels and elevated proinflammatory lipid mediators. Our study reveals that the western diet has multiple impacts on brain metabolism, physiology, and altered cognitive function that likely manifest via multiple cellular pathways.
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Affiliation(s)
- Jennifer M. Rutkowsky
- Department of Molecular Biosciences, School of Veterinary Medicine, University of California, Davis, California, United States of America
- * E-mail:
| | - Linda L. Lee
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of California, Davis, California, United States of America
| | - Michelle Puchowicz
- Department of Nutrition, School of Medicine, Case Western Reserve University, Cleveland, Ohio, United States of America
| | - Mari S. Golub
- Department of Environmental Toxicology, University of California, Davis, California, United States of America
| | - Douglas E. Befroy
- Magnetic Resonance Research Center, Department of Diagnostic Radiology, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Dennis W. Wilson
- Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of California, Davis, California, United States of America
| | - Steven Anderson
- Department of Physiology and Membrane Biology, University of California, Davis, California, United States of America
| | - Gary Cline
- Department of Endocrinology, Yale University, New Haven, Connecticut, United States of America
| | - Jason Bini
- Yale PET Center, Department of Diagnostic Radiology, Yale University, New Haven, Connecticut, United States of America
| | - Kamil Borkowski
- West Coast Metabolomics Center, Genome Center, University of California, Davis, California, United States of America
| | - Trina A. Knotts
- Department of Molecular Biosciences, School of Veterinary Medicine, University of California, Davis, California, United States of America
| | - John C. Rutledge
- Department of Molecular Biosciences, School of Veterinary Medicine, University of California, Davis, California, United States of America
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24
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Wang K, Zha Y, Lei H, Xu X. MRI Study on the Changes of Bone Marrow Microvascular Permeability and Fat Content after Total-Body X-Ray Irradiation. Radiat Res 2017; 189:205-212. [PMID: 29251550 DOI: 10.1667/rr14865.1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
In this study, we investigated microvascular perfusion status, changes to fat content and fatty acid composition in the bone marrow of rat femurs after total-body irradiation by quantitative permeability parameters of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) and ex vivo high-resolution magic angle spinning (HRMAS) 1H nuclear magnetic resonance spectroscopy (NMRS). Thirty-six Sprague-Dawley rats were randomly assigned to either an irradiated or nonirradiated control group. Permeability imaging using DCE-MRI and HRMAS 1H NMRS was performed before irradiation, as well as at days 4 and 7 postirradiation. The volume transfer constant (Ktrans) values increased to 2.219 ± 0.418/min ( P < 0.01) at day 4 and to 2.760 ± 0.217/min at day 7 ( P < 0.01) postirradiation. The plasma fraction (vp) values gradually decreased. The proportion of (n-6) polyunsaturated fatty acids (PUFA) gradually reached a peak at day 7, the proportion of (n-3) PUFA gradually decreased and the proportion of saturated fatty acids gradually increased. After irradiation, Ktrans at different times showed significant negative correlation with (n-3) PUFA ( r = -0.6393, P < 0.01) and significant positive correlation with (n-6) PUFA ( r = 0.6841, P < 0.05). These findings indicate that bone marrow microcirculation perfusion and vascular permeability correlated with fat content at an early time point after irradiation. A pathophysiological mechanism may exist based on fat-vascular permeability in the case of injury to bone marrow microcirculation.
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Affiliation(s)
- Kejun Wang
- a Department of Radiology Renmin Hospital of Wuhan University, Wuhan, China
| | - Yunfei Zha
- a Department of Radiology Renmin Hospital of Wuhan University, Wuhan, China
| | - Hao Lei
- b Wuhan Institute of Physics and Mathematics, Chinese Academy of Sciences, Wuhan, China; and
| | - Xiao Xu
- c Life Science, GE Healthcare, Shanghai, China
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Li J, Wu J, Bao X, Honea N, Xie Y, Kim S, Sparreboom A, Sanai N. Quantitative and Mechanistic Understanding of AZD1775 Penetration across Human Blood-Brain Barrier in Glioblastoma Patients Using an IVIVE-PBPK Modeling Approach. Clin Cancer Res 2017; 23:7454-7466. [PMID: 28928160 DOI: 10.1158/1078-0432.ccr-17-0983] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 05/12/2017] [Accepted: 09/12/2017] [Indexed: 12/21/2022]
Abstract
Purpose: AZD1775, a first-in-class, small-molecule inhibitor of the Wee1 tyrosine kinase, is under evaluation as a potential chemo- and radiosensitizer for treating glioblastoma. This study was to prospectively, quantitatively, and mechanistically investigate the penetration of AZD1775 across the human blood-brain barrier (BBB).Experimental Design: AZD1775 plasma and tumor pharmacokinetics were evaluated in 20 patients with glioblastoma. The drug metabolism, transcellular passive permeability, and interactions with efflux and uptake transporters were determined using human derived in vitro systems. A whole-body physiologically based pharmacokinetic (PBPK) model integrated with a four-compartment permeability-limited brain model was developed for predicting the kinetics of AZD1775 BBB penetration and assessing the factors modulating this process.Results: AZD1775 exhibited good tumor penetration in patients with glioblastoma, with the unbound tumor-to-plasma concentration ratio ranging from 1.3 to 24.4 (median, 3.2). It was a substrate for ABCB1, ABCG2, and OATP1A2, but not for OATP2B1 or OAT3. AZD1775 transcellular passive permeability and active efflux clearance across MDCKII-ABCB1 or MDCKII-ABCG2 cell monolayers were dependent on the basolateral pH. The PBPK model well predicted observed drug plasma and tumor concentrations in patients. The extent and rate of drug BBB penetration were influenced by BBB integrity, efflux and uptake active transporter activity, and drug binding to brain tissue.Conclusions: In the relatively acidic tumor microenvironment where ABCB1/ABCG2 transporter-mediated efflux clearance is reduced, OATP1A2-mediated active uptake becomes dominant, driving AZD1775 penetration into brain tumor. Variations in the brain tumor regional pH, transporter expression/activity, and BBB integrity collectively contribute to the heterogeneity of AZD1775 penetration into brain tumors. Clin Cancer Res; 23(24); 7454-66. ©2017 AACRSee related commentary by Peer et al., p. 7437.
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Affiliation(s)
- Jing Li
- Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, Michigan.
| | - Jianmei Wu
- Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, Michigan
| | - Xun Bao
- Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, Michigan
| | - Norissa Honea
- Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona
| | - Youming Xie
- Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, Michigan
| | - Seongho Kim
- Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, Michigan
| | - Alex Sparreboom
- College of Pharmacy & Comprehensive Cancer Center, Ohio State University, Columbus, Ohio
| | - Nader Sanai
- Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona.
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26
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Guo Y, Lingala SG, Bliesener Y, Lebel RM, Zhu Y, Nayak KS. Joint arterial input function and tracer kinetic parameter estimation from undersampled dynamic contrast-enhanced MRI using a model consistency constraint. Magn Reson Med 2017; 79:2804-2815. [PMID: 28905411 DOI: 10.1002/mrm.26904] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Revised: 08/11/2017] [Accepted: 08/16/2017] [Indexed: 12/13/2022]
Abstract
PURPOSE To develop and evaluate a model-based reconstruction framework for joint arterial input function (AIF) and kinetic parameter estimation from undersampled brain tumor dynamic contrast-enhanced MRI (DCE-MRI) data. METHODS The proposed method poses the tracer-kinetic (TK) model as a model consistency constraint, enabling the flexible inclusion of different TK models and TK solvers, and the joint estimation of the AIF. The proposed method is evaluated using an anatomic realistic digital reference object (DRO), and nine retrospectively down-sampled brain tumor DCE-MRI datasets. We also demonstrate application to 30-fold prospectively undersampled brain tumor DCE-MRI. RESULTS In DRO studies with up to 60-fold undersampling, the proposed method provided TK maps with low error that were comparable to fully sampled data and were demonstrated to be compatible with a third-party TK solver. In retrospective undersampling studies, this method provided patient-specific AIF with normalized root mean-squared-error (normalized by the 90th percentile value) less than 8% at up to 100-fold undersampling. In the 30-fold undersampled prospective study, the proposed method provided high-resolution whole-brain TK maps and patient-specific AIF. CONCLUSION The proposed model-based DCE-MRI reconstruction enables the use of different TK solvers with a model consistency constraint and enables joint estimation of patient-specific AIF. TK maps and patient-specific AIF with high fidelity can be reconstructed at up to 100-fold undersampling in k,t-space. Magn Reson Med 79:2804-2815, 2018. © 2017 International Society for Magnetic Resonance in Medicine.
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Affiliation(s)
- Yi Guo
- Ming Hsieh Department of Electrical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA
| | - Sajan Goud Lingala
- Ming Hsieh Department of Electrical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA
| | - Yannick Bliesener
- Ming Hsieh Department of Electrical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA
| | | | - Yinghua Zhu
- Ming Hsieh Department of Electrical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA
| | - Krishna S Nayak
- Ming Hsieh Department of Electrical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, California, USA
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Song Y, Wen Y, Xue W, Zhang Y, Zhang M. Effect of rituximab on primary central nervous system lymphoma: a meta-analysis. Int J Hematol 2017; 106:612-621. [PMID: 28900847 DOI: 10.1007/s12185-017-2316-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 08/08/2017] [Accepted: 08/08/2017] [Indexed: 11/29/2022]
Abstract
The effect of rituximab on primary central nervous system lymphoma (PCNSL) is controversial. We performed this meta-analysis to assess the efficacy of treatment with or without rituximab for PCNSL. We first conducted a search for qualified studies using PubMed, the Cochrane Library, and the Web of Science. The meta-analysis was conducted to compare odds ratios (ORs) with the corresponding 95% confidence interval (95% CI) for complete remission (CR) rate, progression-free survival (PFS), and overall survival (OS) using Review Manager 5.0. We included two randomized clinical trials and six retrospective studies in this meta-analysis. The results of our statistical analysis show that the use of rituximab was closely correlated with a higher CR (OR 1.70, 95% CI 1.17-2.46, P = 0.005), 2-year PFS (OR 2.11, 95% CI 1.08-4.11, P = 0.03), 5-year PFS (OR 2.54, 95% CI 1.64-3.93, P < 0.0001), 2-year OS (OR 2.40, 95% CI 1.73-3.34, P < 0.00001), and 5-year OS (OR 2.87, 95% CI 2.02-4.08, P < 0.00001). These results may help to inform therapeutic strategies including the use of rituximab and to improve therapeutic planning for PCNSL patients.
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Affiliation(s)
- Yue Song
- Department of Medical Oncology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Street (East), Erqi District, Zhengzhou, 450000, Henan, China.,Institute of Clinical Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Yibo Wen
- Institute of Clinical Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China.,Department of Urodynamics Centre, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Weili Xue
- Department of Medical Oncology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Street (East), Erqi District, Zhengzhou, 450000, Henan, China.,Institute of Clinical Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Yanjie Zhang
- Department of Medical Oncology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Street (East), Erqi District, Zhengzhou, 450000, Henan, China.,Institute of Clinical Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Mingzhi Zhang
- Department of Medical Oncology, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe Street (East), Erqi District, Zhengzhou, 450000, Henan, China. .,Lymphoma Diagnosis and Treatment Centre of Henan Province, Zhengzhou, 450000, Henan, China.
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28
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Reproducibility and relative stability in magnetic resonance imaging indices of tumor vascular physiology over a period of 24h in a rat 9L gliosarcoma model. Magn Reson Imaging 2017; 44:131-139. [PMID: 28887206 DOI: 10.1016/j.mri.2017.09.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2017] [Revised: 08/03/2017] [Accepted: 09/01/2017] [Indexed: 02/06/2023]
Abstract
PURPOSE The objective was to study temporal changes in tumor vascular physiological indices in a period of 24h in a 9L gliosarcoma rat model. METHODS Fischer-344 rats (N=14) were orthotopically implanted with 9L cells. At 2weeks post-implantation, they were imaged twice in a 24h interval using dynamic contrast enhanced magnetic resonance imaging (DCE-MRI). Data-driven model-selection-based analysis was used to segment tumor regions with varying vascular permeability characteristics. The region with the maximum number of estimable parameters of vascular kinetics was chosen for comparison across the two time points. It provided estimates of three parameters for an MR contrast agent (MRCA): i) plasma volume (vp), ii) forward volumetric transfer constant (Ktrans) and interstitial volume fraction (ve, ratio of Ktrans to reverse transfer constant, kep). In addition, MRCA extracellular distribution volume (VD) was estimated in the tumor and its borders, along with tumor blood flow (TBF) and peritumoral MRCA flux. Descriptors of parametric distributions were compared between the two times. Tumor extent was examined by hematoxylin and eosin (H&E) staining. Picrosirus red staining of secreted collagen was performed as an additional index for 9L cells. RESULTS Test-retest differences between population summaries for any parameter were not significant (paired t and Wilcoxon signed rank tests). Bland-Altman plots showed no apparent trends between the differences and averages of the test-retest measures for all indices. The intraclass correlation coefficients showed moderate to almost perfect reproducibility for all of the parameters, except vp. H&E staining showed tumor infiltration in parenchyma, perivascular space and white matter tracts. Collagen staining was observed along the outer edges of main tumor mass. CONCLUSION The data suggest the relative stability of these MR indices of tumor microenvironment over a 24h duration in this gliosarcoma model.
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29
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Dehkordi ANV, Kamali-Asl A, Wen N, Mikkelsen T, Chetty IJ, Bagher-Ebadian H. DCE-MRI prediction of survival time for patients with glioblastoma multiforme: using an adaptive neuro-fuzzy-based model and nested model selection technique. NMR IN BIOMEDICINE 2017; 30:e3739. [PMID: 28543885 DOI: 10.1002/nbm.3739] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Revised: 03/28/2017] [Accepted: 03/30/2017] [Indexed: 06/07/2023]
Abstract
This pilot study investigates the construction of an Adaptive Neuro-Fuzzy Inference System (ANFIS) for the prediction of the survival time of patients with glioblastoma multiforme (GBM). ANFIS is trained by the pharmacokinetic (PK) parameters estimated by the model selection (MS) technique in dynamic contrast enhanced-magnetic resonance imaging (DCE-MRI) data analysis, and patient age. DCE-MRI investigations of 33 treatment-naïve patients with GBM were studied. Using the modified Tofts model and MS technique, the following physiologically nested models were constructed: Model 1, no vascular leakage (normal tissue); Model 2, leakage without efflux; Model 3, leakage with bidirectional exchange (influx and efflux). For each patient, the PK parameters of the three models were estimated as follows: blood plasma volume (vp ) for Model 1; vp and volume transfer constant (Ktrans ) for Model 2; vp , Ktrans and rate constant (kep ) for Model 3. Using Cox regression analysis, the best combination of the estimated PK parameters, together with patient age, was identified for the design and training of ANFIS. A K-fold cross-validation (K = 33) technique was employed for training, testing and optimization of ANFIS. Given the survival time distribution, three classes of survival were determined and a confusion matrix for the correct classification fraction (CCF) of the trained ANFIS was estimated as an accuracy index of ANFIS's performance. Patient age, kep and ve (Ktrans /kep ) of Model 3, and Ktrans of Model 2, were found to be the most effective parameters for training ANFIS. The CCF of the trained ANFIS was 84.8%. High diagonal elements of the confusion matrix (81.8%, 90.1% and 81.8% for Class 1, Class 2 and Class 3, respectively), with low off-diagonal elements, strongly confirmed the robustness and high performance of the trained ANFIS for predicting the three survival classes. This study confirms that DCE-MRI PK analysis, combined with the MS technique and ANFIS, allows the construction of a DCE-MRI-based fuzzy integrated predictor for the prediction of the survival of patients with GBM.
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Affiliation(s)
- Azimeh N V Dehkordi
- Department of Radiation Medicine Engineering, Shahid Beheshti University, Tehran, Iran
| | - Alireza Kamali-Asl
- Department of Radiation Medicine Engineering, Shahid Beheshti University, Tehran, Iran
| | - Ning Wen
- Department of Radiation Oncology, Henry Ford Hospital, Detroit, Michigan, USA
| | - Tom Mikkelsen
- Department of Neurosurgery, Henry Ford Hospital, Detroit, Michigan, USA
- Ontario Brain Institute, Toronto, Ontario, Canada
| | - Indrin J Chetty
- Department of Radiation Oncology, Henry Ford Hospital, Detroit, Michigan, USA
| | - Hassan Bagher-Ebadian
- Department of Radiation Oncology, Henry Ford Hospital, Detroit, Michigan, USA
- Department of Physics, Oakland University, Rochester, Michigan, USA
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30
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Dehkordi ANV, Kamali-Asl A, Ewing JR, Wen N, Chetty IJ, Bagher-Ebadian H. An adaptive model for rapid and direct estimation of extravascular extracellular space in dynamic contrast enhanced MRI studies. NMR IN BIOMEDICINE 2017; 30:e3682. [PMID: 28195664 DOI: 10.1002/nbm.3682] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Revised: 11/07/2016] [Accepted: 11/15/2016] [Indexed: 06/06/2023]
Abstract
Extravascular extracellular space (ve ) is a key parameter to characterize the tissue of cerebral tumors. This study introduces an artificial neural network (ANN) as a fast, direct, and accurate estimator of ve from a time trace of the longitudinal relaxation rate, ΔR1 (R1 = 1/T1 ), in DCE-MRI studies. Using the extended Tofts equation, a set of ΔR1 profiles was simulated in the presence of eight different signal to noise ratios. A set of gain- and noise-insensitive features was generated from the simulated ΔR1 profiles and used as the ANN training set. A K-fold cross-validation method was employed for training, testing, and optimization of the ANN. The performance of the optimal ANN (12:6:1, 12 features as input vector, six neurons in hidden layer, and one output) in estimating ve at a resolution of 10% (error of ±5%) was 82%. The ANN was applied on DCE-MRI data of 26 glioblastoma patients to estimate ve in tumor regions. Its results were compared with the maximum likelihood estimation (MLE) of ve . The two techniques showed a strong agreement (r = 0.82, p < 0.0001). Results implied that the perfected ANN was less sensitive to noise and outperformed the MLE method in estimation of ve .
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Affiliation(s)
- Azimeh N V Dehkordi
- Department of Radiation Medicine Engineering, Shahid Beheshti University, Tehran, Iran
| | - Alireza Kamali-Asl
- Department of Radiation Medicine Engineering, Shahid Beheshti University, Tehran, Iran
| | - James R Ewing
- Department of Physics, Oakland University, Rochester, Michigan, USA
- Department of Neurology, Henry Ford Hospital, Detroit, Michigan, USA
| | - Ning Wen
- Department of Radiation Oncology, Henry Ford Hospital, Detroit, Michigan, USA
| | - Indrin J Chetty
- Department of Radiation Oncology, Henry Ford Hospital, Detroit, Michigan, USA
| | - Hassan Bagher-Ebadian
- Department of Physics, Oakland University, Rochester, Michigan, USA
- Department of Radiation Oncology, Henry Ford Hospital, Detroit, Michigan, USA
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Gao X, Wang YC, Liu Y, Yue Q, Liu Z, Ke M, Zhao S, Li C. Nanoagonist-mediated endothelial tight junction opening: A strategy for safely increasing brain drug delivery in mice. J Cereb Blood Flow Metab 2017; 37:1410-1424. [PMID: 27342320 PMCID: PMC5453461 DOI: 10.1177/0271678x16656198] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Even though opening endothelial tight junctions is an efficient way to up-regulate brain drug delivery, the extravasation of blood-borne components from the compromised tight junctions can result in adverse consequences such as edema and neuronal injuries. In this work, we developed a nanoagonist that temporarily opened tight junctions by signaling adenosine 2A receptor, a type of G protein-coupled receptor expressed on brain capillary endothelial cells. Magnetic resonance imaging demonstrated remarkable blood-brain barrier permeability enhancements and significantly increased brain uptakes of both small molecular and macromolecular paramagnetic agents after nanoagonist administration. Gamma ray imaging and transmission electron microscope observed tight junction opening followed by spontaneous recovery after nanoagonist treatment. Immunofluorescence staining showed the unspoiled basal membrane, pericytes and astrocyte endfeet that enwrapped the vascular endothelium. Importantly, edema, apoptosis and neuronal injuries observed after hypertonic agent mediated tight junction-opening were not observed after nanoagonist intervention. The uncompromised neurovascular units may prevent the leakage of blood-borne constituents into brain parenchyma and accelerate tight junction recovery. Considering blood-brain barrier impermeability is a major obstacle in the treatment of central nervous system diseases, nanoagonist-mediated tight junction opening provides a promising strategy to enhance brain drug delivery with minimized adverse effects.
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Affiliation(s)
- Xihui Gao
- 1 Key Laboratory of Smart Drug Delivery, Ministry of Education, School of Pharmacy, Fudan University, Shanghai, China
| | - Yuan-Cheng Wang
- 2 Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China
| | - Yikang Liu
- 3 Department of Biomedical Engineering, The Pennsylvania State University, Philadelphia, PA, USA
| | - Qi Yue
- 4 Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Zining Liu
- 1 Key Laboratory of Smart Drug Delivery, Ministry of Education, School of Pharmacy, Fudan University, Shanghai, China
| | - Mengjing Ke
- 1 Key Laboratory of Smart Drug Delivery, Ministry of Education, School of Pharmacy, Fudan University, Shanghai, China
| | - Shengyuan Zhao
- 1 Key Laboratory of Smart Drug Delivery, Ministry of Education, School of Pharmacy, Fudan University, Shanghai, China
| | - Cong Li
- 1 Key Laboratory of Smart Drug Delivery, Ministry of Education, School of Pharmacy, Fudan University, Shanghai, China
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Lee LL, Aung HH, Wilson DW, Anderson SE, Rutledge JC, Rutkowsky JM. Triglyceride-rich lipoprotein lipolysis products increase blood-brain barrier transfer coefficient and induce astrocyte lipid droplets and cell stress. Am J Physiol Cell Physiol 2017; 312:C500-C516. [PMID: 28077357 DOI: 10.1152/ajpcell.00120.2016] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2016] [Revised: 01/06/2017] [Accepted: 01/09/2017] [Indexed: 12/19/2022]
Abstract
Elevation of blood triglycerides, primarily as triglyceride-rich lipoproteins (TGRL), has been linked to cerebrovascular inflammation, vascular dementia, and Alzheimer's disease (AD). Brain microvascular endothelial cells and astrocytes, two cell components of the neurovascular unit, participate in controlling blood-brain barrier (BBB) permeability and regulating neurovascular unit homeostasis. Our studies showed that infusion of high physiological concentrations of TGRL lipolysis products (TGRL + lipoprotein lipase) activate and injure brain endothelial cells and transiently increase the BBB transfer coefficient (Ki = permeability × surface area/volume) in vivo. However, little is known about how blood lipids affect astrocyte lipid accumulation and inflammation. To address this, we first demonstrated TGRL lipolysis products increased lipid droplet formation in cultured normal human astrocytes. We then evaluated the transcriptional pathways activated in astrocytes by TGRL lipolysis products and found upregulated stress and inflammatory-related genes including activating transcription factor 3 (ATF3), macrophage inflammatory protein-3α (MIP-3α), growth differentiation factor-15 (GDF15), and prostaglandin-endoperoxide synthase 2 (COX2). TGRL lipolysis products also activated the JNK/cJUN/ATF3 pathway, induced endoplasmic reticulum stress protein C/EBP homologous protein (CHOP), and the NF-κB pathway, while increasing secretion of MIP-3α, GDF15, and IL-8. Thus our results demonstrate TGRL lipolysis products increase the BBB transfer coefficient (Ki), induce astrocyte lipid droplet formation, activate cell stress pathways, and induce secretion of inflammatory cytokines. Our observations are consistent with evidence for lipid-induced neurovascular injury and inflammation, and we, therefore, speculate that lipid-induced astrocyte injury could play a role in cognitive decline.
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Affiliation(s)
- Linda L Lee
- Department of Internal Medicine, University of California, Davis, California
| | - Hnin H Aung
- Department of Internal Medicine, University of California, Davis, California
| | - Dennis W Wilson
- Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of California, Davis, California; and
| | - Steven E Anderson
- Department of Physiology and Membrane Biology, University of California, Davis, California
| | - John C Rutledge
- Department of Internal Medicine, University of California, Davis, California
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Elmghirbi R, Nagaraja TN, Brown SL, Panda S, Aryal MP, Keenan KA, Bagher-Ebadian H, Cabral G, Ewing JR. Acute Temporal Changes of MRI-Tracked Tumor Vascular Parameters after Combined Anti-angiogenic and Radiation Treatments in a Rat Glioma Model: Identifying Signatures of Synergism. Radiat Res 2017; 187:79-88. [PMID: 28001908 PMCID: PMC5381817 DOI: 10.1667/rr14358.1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
In this study we used magnetic resonance imaging (MRI) biomarkers to monitor the acute temporal changes in tumor vascular physiology with the aim of identifying the vascular signatures that predict response to combined anti-angiogenic and radiation treatments. Forty-three athymic rats implanted with orthotopic U-251 glioma cells were studied for approximately 21 days after implantation. Two MRI studies were performed on each animal, pre- and post-treatment, to measure tumor vascular parameters. Two animal groups received treatment comprised of Cilengitide, an anti-angiogenic agent and radiation. The first group received a subcurative regimen of Cilengitide 1 h before irradiation, while the second group received a curative regimen of Cilengitide 8 h before irradiation. Cilengitide was given as a single dose (4 mg/kg; intraperitoneal) after the pretreatment MRI study and before receiving a 20 Gy radiation dose. After irradiation, the post-treatment MRI study was performed at selected time points: 2, 4, 8 and 12 h (n = ≥5 per time point). Significant changes in vascular parameters were observed at early time points after combined treatments in both treatment groups (1 and 8 h). The temporal changes in vascular parameters in the first group (treated 1 h before exposure) resembled a previously reported pattern associated with radiation exposure alone. Conversely, in the second group (treated 8 h before exposure), all vascular parameters showed an initial response at 2-4 h postirradiation, followed by an apparent lack of response at later time points. The signature time point to define the "synergy" of Cilengitide and radiation was 4 h postirradiation. For example, 4 h after combined treatments using a 1 h separation (which followed the subcurative regimen), tumor blood flow was significantly decreased, nearly 50% below baseline (P = 0.007), whereas 4 h after combined treatments using an 8 h separation (which followed the curative regimen), tumor blood flow was only 10% less than baseline. Comparison between the first and second groups further revealed that most other vascular parameters were maximally different 4 h after combined treatments. In conclusion, the data are consistent with the assertion that the delivery of radiation at the vascular normalization time window of Cilengitide improves radiation treatment outcome. The different vascular responses after the different delivery times of combined treatments in light of the known tumor responses under similar conditions would indicate that timing has a crucial influence on treatment outcome and long-term survival. Tracking acute changes in tumor physiology after monotherapy or combined treatments appears to aid in identifying the beneficial timing for administration, and perhaps has predictive value. Therefore, judicial timing of treatments may result in optimal treatment response.
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Affiliation(s)
- Rasha Elmghirbi
- Department of Physics, Oakland University, Rochester, Michigan
- Department of Neurology, Henry Ford Hospital, Detroit, Michigan
| | | | - Stephen L. Brown
- Department of Radiation Oncology, Henry Ford Hospital, Detroit, Michigan
| | | | - Madhava P. Aryal
- Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, Michigan
| | - Kelly A. Keenan
- Department of Neurosurgery, Henry Ford Hospital, Detroit, Michigan
| | - Hassan Bagher-Ebadian
- Department of Physics, Oakland University, Rochester, Michigan
- Department of Radiation Oncology, Henry Ford Hospital, Detroit, Michigan
| | - Glauber Cabral
- Department of Neurology, Henry Ford Hospital, Detroit, Michigan
| | - James R. Ewing
- Department of Physics, Oakland University, Rochester, Michigan
- Department of Neurology, Henry Ford Hospital, Detroit, Michigan
- Department of Neurology, Wayne State University, Detroit, Michigan
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Mohammadian-Behbahani MR, Kamali-Asl AR. Artificial Neural Networks approach to pharmacokinetic model selection in DCE-MRI studies. Phys Med 2016; 32:1543-1550. [PMID: 27876537 DOI: 10.1016/j.ejmp.2016.11.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Revised: 11/05/2016] [Accepted: 11/07/2016] [Indexed: 11/25/2022] Open
Abstract
PURPOSE In pharmacokinetic analysis of Dynamic Contrast Enhanced MRI data, a descriptive physiological model should be selected properly out of a set of candidate models. Classical techniques suggested for this purpose suffer from issues like computation time and general fitting problems. This article proposes an approach based on Artificial Neural Networks (ANNs) for solving these problems. METHODS A set of three physiologically and mathematically nested models generated from the Tofts model were assumed: Model I, II and III. These models cover three possible tissue types from normal to malignant. Using 21 experimental arterial input functions and 12 levels of noise, a set of 27,216 time traces were generated. ANN was validated and optimized by the k-fold cross validation technique. An experimental dataset of 20 patients with glioblastoma was applied to ANN and the results were compared to outputs of F-test using Dice index. RESULTS Optimum neuronal architecture ([6:7:1]) and number of training epochs (50) of the ANN were determined. ANN correctly classified more than 99% of the dataset. Confusion matrices for both ANN and F-test results showed the superior performance of the ANN classifier. The average Dice index (over 20 patients) indicated a 75% similarity between model selection maps of ANN and F-test. CONCLUSIONS ANN improves the model selection process by removing the need for time-consuming, problematic fitting algorithms; as well as the need for hypothesis testing.
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Affiliation(s)
- Mohammad-Reza Mohammadian-Behbahani
- Department of Radiation Medicine Engineering, Shahid Beheshti University, Tehran, Iran; Department of Energy Engineering and Physics, Amir-Kabir University of Technology (Tehran Polytechnic), Tehran, Iran
| | - Ali-Reza Kamali-Asl
- Department of Radiation Medicine Engineering, Shahid Beheshti University, Tehran, Iran.
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Singh A, Kim W, Kim Y, Jeong K, Kang CS, Kim Y, Koh J, Mahajan SD, Prasad PN, Kim S. Multifunctional Photonics Nanoparticles for Crossing the Blood-Brain Barrier and Effecting Optically Trackable Brain Theranostics. ADVANCED FUNCTIONAL MATERIALS 2016; 26:7057-7066. [PMID: 29081729 PMCID: PMC5658140 DOI: 10.1002/adfm.201602808] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Theranostic photonic nanoparticles (TPNs) that cross the blood-brain barrier (BBB) and efficiently deliver a therapeutic agent to treat brain diseases, simultaneously providing optical tracking of drug delivery and release, are introduced. These TPNs are constructed by physical encapsulation of visible and/or near-infrared photonic molecules, in an ultrasmall micellar structure (<15 nm). Phytochemical curcumin is employed as a therapeutic as well as visible-emitting photonic component. In vitro BBB model studies and animal imaging, as well as ex vivo examination, reveal that these TPNs are capable of transmigration across the BBB and subsequent accumulation near the orthotopic xenograft of glioblastoma multiforme (GBM) that is the most common and aggressive brain tumor whose vasculature retains permeability-resistant properties. The intracranial delivery and release of curcumin can be visualized by imaging fluorescence produced by energy transfer from curcumin as the donor to the near-infrared emitting dye, coloaded in TPN, where curcumin induced apoptosis of glioma cells. At an extremely low dose of TPN, a significant therapeutic outcome against GBM is demonstrated noninvasively by bioluminescence monitoring of time-lapse proliferation of luciferase-expressing U-87 MG human GBM in the brain. This approach of TPN can be generally applied to a broad range of brain diseases.
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Affiliation(s)
- Ajay Singh
- Center for Theragnosis and Center for Neuro-Medicine, Korea Institute of Science and Technology (KIST), Seoul 136-791, South Korea. Institute for Lasers Photonics and Biophotonics, Department of Chemistry State University of New York, Buffalo, NY 14260, USA
| | - Woong Kim
- Center for Theragnosis and Center for Neuro-Medicine, Korea Institute of Science and Technology (KIST), Seoul 136-791, South Korea
| | - Youngsun Kim
- Center for Theragnosis and Center for Neuro-Medicine, Korea Institute of Science and Technology (KIST), Seoul 136-791, South Korea
| | - Keunsoo Jeong
- Center for Theragnosis and Center for Neuro-Medicine, Korea Institute of Science and Technology (KIST), Seoul 136-791, South Korea
| | - Chi Soo Kang
- Center for Theragnosis and Center for Neuro-Medicine, Korea Institute of Science and Technology (KIST), Seoul 136-791, South Korea
| | - YoungSoo Kim
- Center for Theragnosis and Center for Neuro-Medicine, Korea Institute of Science and Technology (KIST), Seoul 136-791, South Korea
| | - Joonseok Koh
- Department of Organic and Nano System Engineering Konkuk University Seoul 143-701, South Korea
| | - Supriya D Mahajan
- Department of Medicine Division of Allergy, Immunology, and Rheumatology State University of New York Clinical Translational Research Center Buffalo, NY 14203, USA
| | - Paras N Prasad
- Institute for Lasers Photonics and Biophotonics Department of Chemistry State University of New York Buffalo, NY 14260, USA
| | - Sehoon Kim
- Center for Theragnosis and Center for Neuro-Medicine, Korea Institute of Science and Technology (KIST), Seoul 136-791, South Korea
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Artzi M, Liberman G, Nadav G, Blumenthal DT, Bokstein F, Aizenstein O, Ben Bashat D. Optimization of DCE-MRI protocol for the assessment of patients with brain tumors. Magn Reson Imaging 2016; 34:1242-1247. [PMID: 27451404 DOI: 10.1016/j.mri.2016.07.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Accepted: 07/18/2016] [Indexed: 12/17/2022]
Abstract
The interstitium-to-plasma rate constant (kep), extracted from dynamic contrast enhancement (DCE-MRI) MRI data, seems to have an important role in the assessment of patients with brain tumors. This parameter is affected by the slow behavior of the system, and thus is expected to be highly dependent on acquisition duration. The aim of this study was to optimize the scan duration and protocol of DCE-MRI for accurate estimation of the kep parameter in patients with high grade brain tumors. The effects of DCE-MRI scan duration and protocol design (continuous vs integrated scanning) on the estimated pharmacokinetic (PK) parameters and on model selection, were studied using both simulated and patient data. Scan duration varied, up to 60min for simulated data, and up to 25min in 25 MRI scans obtained from patients with high grade brain tumors, with continuous and integrated scanning protocols. Converging results were obtained from simulated and real data. Significant effect of scan duration was detected on kep. Scan duration of 9min, with integrated protocol in which the data are acquired continuously for 5min, and additional volumes at 7 and 9min, was sufficient for accurate estimation of even low kep values, with an average error of 3%. Over-estimation of the PK parameters was detected for scan duration <12min, being more pronounced at low kep values (<0.1min-1). For the model selection maps, significantly lower percentage of the full extended-Tofts-model (ETM) was selected in patients at scan duration of 5min compared to >12min. An integrated protocol of 9min is suggested as optimal for clinical use in patients with high grade brain tumors. Lower acquisition time may result in over-estimation of kep when using ETM, and therefore care should be taken using model selection.
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Affiliation(s)
- Moran Artzi
- Functional Brain Center, The Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Gilad Liberman
- Functional Brain Center, The Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel; Department of Chemical Physics, Weizmann Institute, Rehovot, Israel
| | - Guy Nadav
- Functional Brain Center, The Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel; Faculty of Engineering, Tel Aviv University, Tel Aviv, Israel
| | | | - Felix Bokstein
- Neuro-Oncology Service, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Orna Aizenstein
- Functional Brain Center, The Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Dafna Ben Bashat
- Functional Brain Center, The Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.
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Liu HL, Hsu PH, Lin CY, Huang CW, Chai WY, Chu PC, Huang CY, Chen PY, Yang LY, Kuo JS, Wei KC. Focused Ultrasound Enhances Central Nervous System Delivery of Bevacizumab for Malignant Glioma Treatment. Radiology 2016; 281:99-108. [PMID: 27192459 DOI: 10.1148/radiol.2016152444] [Citation(s) in RCA: 106] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Purpose To demonstrate that magnetic resonance (MR) imaging-monitored transcranial focused ultrasound can enhance the delivery of the antiangiogenic monoclonal antibody bevacizumab into the central nervous system (CNS) for glioblastoma multiforme (GBM) treatment. Materials and Methods All animal experiments were approved by the animal committee and adhered to experimental animal care guidelines. Transcranial focused ultrasound exposure in the presence of microbubbles was used to open the blood-brain barrier (BBB) to enhance bevacizumab penetration into the CNS in healthy and glioma-bearing mice. Bevacizumab concentration was quantitated with high-performance liquid chromatography, and Western blot testing was performed to confirm the specific biologic form in the CNS. Penetration of bevacizumab into brain tissue was estimated in vivo by means of contrast material-enhanced MR imaging and quantitative gallium 68 ((68)Ga)-bevacizumab micro-positron emission tomography, and glioma progression was longitudinally followed with T2-weighted MR imaging. Hematoxylin-eosin staining and cluster of differentiation 31 immunostaining were used to assess morphologic changes and vascular inhibition at histologic examination. The two-tailed Student t test and the Mantel-Cox log-rank test were used for statistical analyses, with a significance level of .05. Results Focused ultrasound significantly enhanced bevacizumab penetration into the CNS by 5.7- to 56.7-fold compared with that in nonexposed brain (both P < .0001). Contrast-enhanced MR imaging indexes correlated with bevacizumab concentration (r = 0.748-0.857) in vivo. Focused ultrasound-enhanced bevacizumab delivery significantly retarded glioma progression, with a significantly increased median survival (median increase in survival time = 135% in the group treated with bevacizumab and focused ultrasound, P < .0001; as compared with 48% in the group treated with bevacizumab alone, P = .0002). Conclusion Focused ultrasound-enhanced bevacizumab delivery can provide an antivascularization normalization effect to suppress glioma. (©) RSNA, 2016 Online supplemental material is available for this article.
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Affiliation(s)
- Hao-Li Liu
- From the Department of Electrical Engineering (H.L.L., P.H.H., W.Y.C., P.C.C.) and Institute for Radiological Research (H.L.L., C.Y.L.), Chang Gung University/Chang Gung Memorial Hospital, 259 Wen-Hwa 1st Road, Kwei-Shan, Taoyuan 333, Taiwan; Center for Advanced Molecular Imaging and Translation (P.H.H., C.W.H.), Department of Diagnostic Radiology and Intervention (W.Y.C.), and Department of Neurosurgery (C.Y.H., P.Y.C., K.C.W.), Chang Gung Memorial Hospital, Taoyuan, Taiwan; School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan (L.Y.Y.); and Department of Neurological Surgery and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin, Madison, Wis (J.S.K.)
| | - Po-Hung Hsu
- From the Department of Electrical Engineering (H.L.L., P.H.H., W.Y.C., P.C.C.) and Institute for Radiological Research (H.L.L., C.Y.L.), Chang Gung University/Chang Gung Memorial Hospital, 259 Wen-Hwa 1st Road, Kwei-Shan, Taoyuan 333, Taiwan; Center for Advanced Molecular Imaging and Translation (P.H.H., C.W.H.), Department of Diagnostic Radiology and Intervention (W.Y.C.), and Department of Neurosurgery (C.Y.H., P.Y.C., K.C.W.), Chang Gung Memorial Hospital, Taoyuan, Taiwan; School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan (L.Y.Y.); and Department of Neurological Surgery and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin, Madison, Wis (J.S.K.)
| | - Chung-Yin Lin
- From the Department of Electrical Engineering (H.L.L., P.H.H., W.Y.C., P.C.C.) and Institute for Radiological Research (H.L.L., C.Y.L.), Chang Gung University/Chang Gung Memorial Hospital, 259 Wen-Hwa 1st Road, Kwei-Shan, Taoyuan 333, Taiwan; Center for Advanced Molecular Imaging and Translation (P.H.H., C.W.H.), Department of Diagnostic Radiology and Intervention (W.Y.C.), and Department of Neurosurgery (C.Y.H., P.Y.C., K.C.W.), Chang Gung Memorial Hospital, Taoyuan, Taiwan; School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan (L.Y.Y.); and Department of Neurological Surgery and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin, Madison, Wis (J.S.K.)
| | - Chiun-Wei Huang
- From the Department of Electrical Engineering (H.L.L., P.H.H., W.Y.C., P.C.C.) and Institute for Radiological Research (H.L.L., C.Y.L.), Chang Gung University/Chang Gung Memorial Hospital, 259 Wen-Hwa 1st Road, Kwei-Shan, Taoyuan 333, Taiwan; Center for Advanced Molecular Imaging and Translation (P.H.H., C.W.H.), Department of Diagnostic Radiology and Intervention (W.Y.C.), and Department of Neurosurgery (C.Y.H., P.Y.C., K.C.W.), Chang Gung Memorial Hospital, Taoyuan, Taiwan; School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan (L.Y.Y.); and Department of Neurological Surgery and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin, Madison, Wis (J.S.K.)
| | - Wen-Yen Chai
- From the Department of Electrical Engineering (H.L.L., P.H.H., W.Y.C., P.C.C.) and Institute for Radiological Research (H.L.L., C.Y.L.), Chang Gung University/Chang Gung Memorial Hospital, 259 Wen-Hwa 1st Road, Kwei-Shan, Taoyuan 333, Taiwan; Center for Advanced Molecular Imaging and Translation (P.H.H., C.W.H.), Department of Diagnostic Radiology and Intervention (W.Y.C.), and Department of Neurosurgery (C.Y.H., P.Y.C., K.C.W.), Chang Gung Memorial Hospital, Taoyuan, Taiwan; School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan (L.Y.Y.); and Department of Neurological Surgery and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin, Madison, Wis (J.S.K.)
| | - Po-Chun Chu
- From the Department of Electrical Engineering (H.L.L., P.H.H., W.Y.C., P.C.C.) and Institute for Radiological Research (H.L.L., C.Y.L.), Chang Gung University/Chang Gung Memorial Hospital, 259 Wen-Hwa 1st Road, Kwei-Shan, Taoyuan 333, Taiwan; Center for Advanced Molecular Imaging and Translation (P.H.H., C.W.H.), Department of Diagnostic Radiology and Intervention (W.Y.C.), and Department of Neurosurgery (C.Y.H., P.Y.C., K.C.W.), Chang Gung Memorial Hospital, Taoyuan, Taiwan; School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan (L.Y.Y.); and Department of Neurological Surgery and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin, Madison, Wis (J.S.K.)
| | - Chiung-Yin Huang
- From the Department of Electrical Engineering (H.L.L., P.H.H., W.Y.C., P.C.C.) and Institute for Radiological Research (H.L.L., C.Y.L.), Chang Gung University/Chang Gung Memorial Hospital, 259 Wen-Hwa 1st Road, Kwei-Shan, Taoyuan 333, Taiwan; Center for Advanced Molecular Imaging and Translation (P.H.H., C.W.H.), Department of Diagnostic Radiology and Intervention (W.Y.C.), and Department of Neurosurgery (C.Y.H., P.Y.C., K.C.W.), Chang Gung Memorial Hospital, Taoyuan, Taiwan; School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan (L.Y.Y.); and Department of Neurological Surgery and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin, Madison, Wis (J.S.K.)
| | - Pin-Yuan Chen
- From the Department of Electrical Engineering (H.L.L., P.H.H., W.Y.C., P.C.C.) and Institute for Radiological Research (H.L.L., C.Y.L.), Chang Gung University/Chang Gung Memorial Hospital, 259 Wen-Hwa 1st Road, Kwei-Shan, Taoyuan 333, Taiwan; Center for Advanced Molecular Imaging and Translation (P.H.H., C.W.H.), Department of Diagnostic Radiology and Intervention (W.Y.C.), and Department of Neurosurgery (C.Y.H., P.Y.C., K.C.W.), Chang Gung Memorial Hospital, Taoyuan, Taiwan; School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan (L.Y.Y.); and Department of Neurological Surgery and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin, Madison, Wis (J.S.K.)
| | - Liang-Yo Yang
- From the Department of Electrical Engineering (H.L.L., P.H.H., W.Y.C., P.C.C.) and Institute for Radiological Research (H.L.L., C.Y.L.), Chang Gung University/Chang Gung Memorial Hospital, 259 Wen-Hwa 1st Road, Kwei-Shan, Taoyuan 333, Taiwan; Center for Advanced Molecular Imaging and Translation (P.H.H., C.W.H.), Department of Diagnostic Radiology and Intervention (W.Y.C.), and Department of Neurosurgery (C.Y.H., P.Y.C., K.C.W.), Chang Gung Memorial Hospital, Taoyuan, Taiwan; School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan (L.Y.Y.); and Department of Neurological Surgery and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin, Madison, Wis (J.S.K.)
| | - John S Kuo
- From the Department of Electrical Engineering (H.L.L., P.H.H., W.Y.C., P.C.C.) and Institute for Radiological Research (H.L.L., C.Y.L.), Chang Gung University/Chang Gung Memorial Hospital, 259 Wen-Hwa 1st Road, Kwei-Shan, Taoyuan 333, Taiwan; Center for Advanced Molecular Imaging and Translation (P.H.H., C.W.H.), Department of Diagnostic Radiology and Intervention (W.Y.C.), and Department of Neurosurgery (C.Y.H., P.Y.C., K.C.W.), Chang Gung Memorial Hospital, Taoyuan, Taiwan; School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan (L.Y.Y.); and Department of Neurological Surgery and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin, Madison, Wis (J.S.K.)
| | - Kuo-Chen Wei
- From the Department of Electrical Engineering (H.L.L., P.H.H., W.Y.C., P.C.C.) and Institute for Radiological Research (H.L.L., C.Y.L.), Chang Gung University/Chang Gung Memorial Hospital, 259 Wen-Hwa 1st Road, Kwei-Shan, Taoyuan 333, Taiwan; Center for Advanced Molecular Imaging and Translation (P.H.H., C.W.H.), Department of Diagnostic Radiology and Intervention (W.Y.C.), and Department of Neurosurgery (C.Y.H., P.Y.C., K.C.W.), Chang Gung Memorial Hospital, Taoyuan, Taiwan; School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan (L.Y.Y.); and Department of Neurological Surgery and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin, Madison, Wis (J.S.K.)
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Shaaban S, Alsulami M, Arbab SA, Ara R, Shankar A, Iskander A, Angara K, Jain M, Bagher-Ebadian H, Achyut BR, Arbab AS. Targeting Bone Marrow to Potentiate the Anti-Tumor Effect of Tyrosine Kinase Inhibitor in Preclinical Rat Model of Human Glioblastoma. ACTA ACUST UNITED AC 2016; 12:69-81. [PMID: 27429653 DOI: 10.3923/ijcr.2016.69.81] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Antiangiogenic agents caused paradoxical increase in pro-growth and pro-angiogenic factors and caused tumor growth in glioblastoma (GBM). It is hypothesized that paradoxical increase in pro-angiogenic factors would mobilize Bone Marrow Derived Cells (BMDCs) to the treated tumor and cause refractory tumor growth. The purposes of the studies were to determine whether whole body irradiation (WBIR) or a CXCR4 antagonist (AMD3100) will potentiate the effect of vatalanib (a VEGFR2 tyrosine kinase inhibitor) and prevent the refractory growth of GBM. Human GBM were grown orthotopically in three groups of rats (control, pretreated with WBIR and AMD3100) and randomly selected for vehicle or vatalanib treatments for 2 weeks. Then all animals underwent Magnetic Resonance Imaging (MRI) followed by euthanasia and histochemical analysis. Tumor volume and different vascular parameters (plasma volume (vp), forward transfer constant (Ktrans), back flow constant (kep), extravascular extracellular space volume (ve) were determined from MRI. In control group, vatalanib treatment increased the tumor growth significantly compared to that of vehicle treatment but by preventing the mobilization of BMDCs and interaction of CXCR4-SDF-1 using WBIR and ADM3100, respectively, paradoxical growth of tumor was controlled. Pretreatment with WBIR or AMD3100 also decreased tumor cell migration, despite the fact that ADM3100 increased the accumulation of M1 and M2 macrophages in the tumors. Vatalanib also increased Ktrans and ve in control animals but both of the vascular parameters were decreased when the animals were pretreated with WBIR and AMD3100. In conclusion, depleting bone marrow cells or CXCR4 interaction can potentiate the effect of vatalanib.
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Affiliation(s)
- S Shaaban
- Laboratory of Tumor Angiogenesis, Department of Biochemistry and Molecular Biology, Cancer Center, Georgia Regents University, Augusta, GA, 30912, USA
| | - M Alsulami
- Laboratory of Tumor Angiogenesis, Department of Biochemistry and Molecular Biology, Cancer Center, Georgia Regents University, Augusta, GA, 30912, USA
| | - S A Arbab
- Laboratory of Tumor Angiogenesis, Department of Biochemistry and Molecular Biology, Cancer Center, Georgia Regents University, Augusta, GA, 30912, USA
| | - R Ara
- Laboratory of Tumor Angiogenesis, Department of Biochemistry and Molecular Biology, Cancer Center, Georgia Regents University, Augusta, GA, 30912, USA
| | - A Shankar
- Laboratory of Tumor Angiogenesis, Department of Biochemistry and Molecular Biology, Cancer Center, Georgia Regents University, Augusta, GA, 30912, USA
| | - A Iskander
- Laboratory of Tumor Angiogenesis, Department of Biochemistry and Molecular Biology, Cancer Center, Georgia Regents University, Augusta, GA, 30912, USA
| | - K Angara
- Laboratory of Tumor Angiogenesis, Department of Biochemistry and Molecular Biology, Cancer Center, Georgia Regents University, Augusta, GA, 30912, USA
| | - M Jain
- Laboratory of Tumor Angiogenesis, Department of Biochemistry and Molecular Biology, Cancer Center, Georgia Regents University, Augusta, GA, 30912, USA
| | - H Bagher-Ebadian
- Department of Radiology, Henry Ford Health System, Detroit, MI, USA
| | - B R Achyut
- Laboratory of Tumor Angiogenesis, Department of Biochemistry and Molecular Biology, Cancer Center, Georgia Regents University, Augusta, GA, 30912, USA
| | - A S Arbab
- Laboratory of Tumor Angiogenesis, Department of Biochemistry and Molecular Biology, Cancer Center, Georgia Regents University, Augusta, GA, 30912, USA
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Kansara R, Shenkier TN, Connors JM, Sehn LH, Savage KJ, Gerrie AS, Villa D. Rituximab with high-dose methotrexate in primary central nervous system lymphoma. Am J Hematol 2015; 90:1149-54. [PMID: 26414492 DOI: 10.1002/ajh.24204] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Revised: 09/02/2015] [Accepted: 09/23/2015] [Indexed: 11/11/2022]
Abstract
The addition of rituximab (R) to chemotherapy improves outcomes in patients with systemic B-cell non-Hodgkin lymphomas, but the impact in patients with primary central nervous system lymphoma (PCNSL) receiving high-dose methotrexate (HDMTX) is unknown. Patients diagnosed with PCNSL at the British Columbia Cancer Agency (BCCA) between 2000 and 2013 were treated with ≥1 cycle of HDMTX 8 g/m(2) every 2 weeks, to best response or 10 cycles. After 2006, rituximab 375 mg/m(2) was given every 2 weeks with HDMTX for a total of 4 doses. 49 (66%) patients received HDMTX alone and 25 (34%) HDMTX+R, with a median of 5 (range 1-10) HDMTX cycles, and no difference between groups. The median follow-up was 5 years: 8.8 years (range 3.15-13.5 years) HDMTX and 1.9 years (range 0.5-7 years) HDMTX+R. The 5-year PFS was 17%, with no difference between groups (HR: 0.75, 95% CI: 0.41-1.35; P = 0.33). The 5-year OS was 38%, with no difference between the groups OS (HR: 0.73, 95% CI: 0.35-1.52; P = 0.39). In this retrospective study comparing two subgroups of patients treated in different eras, the addition of R to HDMTX did not appear to improve outcomes in PCNSL, possibly consistent with its known poor CNS penetration. It is possible that with a larger sample size, longer follow-up, or different rituximab dosing/schedule, the addition of rituximab may lead to a statistically significant improvement in outcomes. Prospective randomized trials currently in progress will more definitively estimate the impact of the addition of rituximab to HDMTX-based chemotherapy for PCNSL.
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Affiliation(s)
- Roopesh Kansara
- Centre for Lymphoid Cancer and Department of Medical Oncology; British Columbia Cancer Agency; Vancouver British Columbia Canada
| | - Tamara N. Shenkier
- Centre for Lymphoid Cancer and Department of Medical Oncology; British Columbia Cancer Agency; Vancouver British Columbia Canada
| | - Joseph M. Connors
- Centre for Lymphoid Cancer and Department of Medical Oncology; British Columbia Cancer Agency; Vancouver British Columbia Canada
| | - Laurie H. Sehn
- Centre for Lymphoid Cancer and Department of Medical Oncology; British Columbia Cancer Agency; Vancouver British Columbia Canada
| | - Kerry J. Savage
- Centre for Lymphoid Cancer and Department of Medical Oncology; British Columbia Cancer Agency; Vancouver British Columbia Canada
| | - Alina S. Gerrie
- Centre for Lymphoid Cancer and Department of Medical Oncology; British Columbia Cancer Agency; Vancouver British Columbia Canada
- Leukemia/Bone Marrow Transplantation Program of BC; Vancouver British Columbia Canada
| | - Diego Villa
- Centre for Lymphoid Cancer and Department of Medical Oncology; British Columbia Cancer Agency; Vancouver British Columbia Canada
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Ewing JR, Nagaraja TN, Aryal MP, Keenan KA, Elmghirbi R, Bagher-Ebadian H, Panda S, Lu M, Mikkelsen T, Cabral G, Brown SL. Peritumoral tissue compression is predictive of exudate flux in a rat model of cerebral tumor: an MRI study in an embedded tumor. NMR IN BIOMEDICINE 2015; 28:1557-69. [PMID: 26423316 PMCID: PMC4656050 DOI: 10.1002/nbm.3418] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Revised: 08/18/2015] [Accepted: 08/27/2015] [Indexed: 05/22/2023]
Abstract
MRI estimates of extracellular volume and tumor exudate flux in peritumoral tissue are demonstrated in an experimental model of cerebral tumor. Peritumoral extracellular volume predicted the tumor exudate flux. Eighteen RNU athymic rats were inoculated intracerebrally with U251MG tumor cells and studied with dynamic contrast enhanced MRI (DCE-MRI) approximately 18 days post implantation. Using a model selection paradigm and a novel application of Patlak and Logan plots to DCE-MRI data, the distribution volume (i.e. tissue porosity) in the leaky rim of the tumor and that in the tissue external to the rim (the outer rim) were estimated, as was the tumor exudate flow from the inner rim of the tumor through the outer rim. Distribution volume in the outer rim was approximately half that of the inner adjacent region (p < 1 × 10(-4)). The distribution volume of the outer ring was significantly correlated (R(2) = 0.9) with tumor exudate flow from the inner rim. Thus, peritumoral extracellular volume predicted the rate of tumor exudate flux. One explanation for these data is that perfusion, i.e. the delivery of blood to the tumor, was regulated by the compression of the mostly normal tissue of the tumor rim, and that the tumor exudate flow was limited by tumor perfusion.
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Affiliation(s)
- James R. Ewing
- Dept. of Neurology, Henry Ford Hospital, Detroit, MI
- Dept. of Neurology, Wayne State University, Detroit, MI
- Dept. of Physics, Oakland University, Rochester, MI
- Corresponding Author: James R. Ewing;
| | | | - Madhava P. Aryal
- Department of Radiation Oncology, University of Michigan Medical School, Ann Arbor, MI
| | | | - Rasha Elmghirbi
- Dept. of Neurology, Henry Ford Hospital, Detroit, MI
- Dept. of Physics, Oakland University, Rochester, MI
| | - Hassan Bagher-Ebadian
- Dept. of Neurology, Henry Ford Hospital, Detroit, MI
- Dept. of Physics, Oakland University, Rochester, MI
| | | | - Mei Lu
- Dept. of Public Health Sciences, Henry Ford Hospital, Detroit, MI
| | - Tom Mikkelsen
- Dept. of Neurology, Henry Ford Hospital, Detroit, MI
- Dept. of Neurosurgery, Henry Ford Hospital, Detroit, MI
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Ng KF, Anderson S, Mayo P, Aung HH, Walton JH, Rutledge JC. Characterizing blood-brain barrier perturbations after exposure to human triglyceride-rich lipoprotein lipolysis products using MRI in a rat model. Magn Reson Med 2015; 76:1246-51. [PMID: 26485349 PMCID: PMC4838551 DOI: 10.1002/mrm.25985] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Revised: 08/11/2015] [Accepted: 08/21/2015] [Indexed: 12/11/2022]
Abstract
PURPOSE Previous studies indicated hyperlipidemia may be a risk factor for Alzheimer's disease, but the contributions of postprandial triglyceride-rich lipoprotein (TGRL) are not known. In this study, changes in blood-brain barrier diffusional transport following exposure to human TGRL lipolysis products were studied using MRI in a rat model. METHODS Male Sprague-Dawley rats (∼180-250 g) received an i.v. injection of lipoprotein lipase (LpL)-hydrolyzed TGRL (n = 8, plasma concentration ≈ 150 mg human TGRL/dL). Controls received i.v. injection of either saline (n = 6) or LpL only (n = 6). The (1) H longitudinal relaxation rate R1 = 1/T1 was measured over 18 min using a rapid-acquired refocus-echo (RARE) sequence after each of three injections of the contrast agent Gd-DTPA. Patlak plots were generated for each pixel yielding blood-to-brain transfer coefficients, Ki , chosen for best fit to impermeable, uni-directional influx or bi-directional flux models using the F-test. RESULTS Analysis from a 2-mm slice, 2-mm rostral to the bregma showed a 275% increase of mean Ki during the first 20 min after infusion of human TGRL lipolysis product that differed significantly compared with saline and LpL controls. This difference disappeared by 40 min mark. CONCLUSION These results suggest human TGRL lipolysis products can lead to a transient increase in rat BBB permeability. Magn Reson Med 76:1246-1251, 2016. © 2015 The Authors. Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine. This is an open access article under the terms of the Creative Commons Attribution NonCommercial License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
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Affiliation(s)
- Kit Fai Ng
- School of Medicine, Division of Cardiovascular Medicine, University of California, Davis, California, USA
| | - Steve Anderson
- School of Medicine, Department of Physiology and Membrane Biology, University of California, Davis, California, USA
| | - Patrice Mayo
- School of Medicine, Division of Cardiovascular Medicine, University of California, Davis, California, USA
| | - Hnin Hnin Aung
- School of Medicine, Division of Cardiovascular Medicine, University of California, Davis, California, USA
| | - Jeffrey H Walton
- NMR Facility and Biomedical Engineering Graduate Group, University of California, Davis, California, USA
| | - John C Rutledge
- School of Medicine, Division of Cardiovascular Medicine, University of California, Davis, California, USA.
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MacDonald ME, Frayne R. Cerebrovascular MRI: a review of state-of-the-art approaches, methods and techniques. NMR IN BIOMEDICINE 2015; 28:767-791. [PMID: 26010775 DOI: 10.1002/nbm.3322] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2014] [Revised: 04/08/2015] [Accepted: 04/09/2015] [Indexed: 06/04/2023]
Abstract
Cerebrovascular imaging is of great interest in the understanding of neurological disease. MRI is a non-invasive technology that can visualize and provide information on: (i) the structure of major blood vessels; (ii) the blood flow velocity in these vessels; and (iii) the microcirculation, including the assessment of brain perfusion. Although other medical imaging modalities can also interrogate the cerebrovascular system, MR provides a comprehensive assessment, as it can acquire many different structural and functional image contrasts whilst maintaining a high level of patient comfort and acceptance. The extent of examination is limited only by the practicalities of patient tolerance or clinical scheduling limitations. Currently, MRI methods can provide a range of metrics related to the cerebral vasculature, including: (i) major vessel anatomy via time-of-flight and contrast-enhanced imaging; (ii) blood flow velocity via phase contrast imaging; (iii) major vessel anatomy and tissue perfusion via arterial spin labeling and dynamic bolus passage approaches; and (iv) venography via susceptibility-based imaging. When designing an MRI protocol for patients with suspected cerebral vascular abnormalities, it is appropriate to have a complete understanding of when to use each of the available techniques in the 'MR angiography toolkit'. In this review article, we: (i) overview the relevant anatomy, common pathologies and alternative imaging modalities; (ii) describe the physical principles and implementations of the above listed methods; (iii) provide guidance on the selection of acquisition parameters; and (iv) describe the existing and potential applications of MRI to the cerebral vasculature and diseases. The focus of this review is on obtaining an understanding through the application of advanced MRI methodology of both normal and abnormal blood flow in the cerebrovascular arteries, capillaries and veins.
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Affiliation(s)
- Matthew Ethan MacDonald
- Biomedical Engineering, Radiology, and Clinical Neuroscience, Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Richard Frayne
- Biomedical Engineering, Radiology, and Clinical Neuroscience, Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
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Barnes SR, Ng TSC, Santa-Maria N, Montagne A, Zlokovic BV, Jacobs RE. ROCKETSHIP: a flexible and modular software tool for the planning, processing and analysis of dynamic MRI studies. BMC Med Imaging 2015; 15:19. [PMID: 26076957 PMCID: PMC4466867 DOI: 10.1186/s12880-015-0062-3] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2015] [Accepted: 05/29/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is a promising technique to characterize pathology and evaluate treatment response. However, analysis of DCE-MRI data is complex and benefits from concurrent analysis of multiple kinetic models and parameters. Few software tools are currently available that specifically focuses on DCE-MRI analysis with multiple kinetic models. Here, we developed ROCKETSHIP, an open-source, flexible and modular software for DCE-MRI analysis. ROCKETSHIP incorporates analyses with multiple kinetic models, including data-driven nested model analysis. RESULTS ROCKETSHIP was implemented using the MATLAB programming language. Robustness of the software to provide reliable fits using multiple kinetic models is demonstrated using simulated data. Simulations also demonstrate the utility of the data-driven nested model analysis. Applicability of ROCKETSHIP for both preclinical and clinical studies is shown using DCE-MRI studies of the human brain and a murine tumor model. CONCLUSION A DCE-MRI software suite was implemented and tested using simulations. Its applicability to both preclinical and clinical datasets is shown. ROCKETSHIP was designed to be easily accessible for the beginner, but flexible enough for changes or additions to be made by the advanced user as well. The availability of a flexible analysis tool will aid future studies using DCE-MRI. A public release of ROCKETSHIP is available at https://github.com/petmri/ROCKETSHIP .
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Affiliation(s)
- Samuel R Barnes
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA.
| | - Thomas S C Ng
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA. .,Department of Medicine, University of California, Irvine Medical Center, Orange, CA, USA.
| | - Naomi Santa-Maria
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA.
| | - Axel Montagne
- Zilkha Neurogenetic Institute and Department of Physiology and Biophysics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
| | - Berislav V Zlokovic
- Zilkha Neurogenetic Institute and Department of Physiology and Biophysics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
| | - Russell E Jacobs
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA.
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Brown SL, Nagaraja TN, Aryal MP, Panda S, Cabral G, Keenan KA, Elmghirbi R, Mikkelsen T, Hearshen D, Knight RA, Wen N, Kim JH, Ewing JR. MRI-Tracked Tumor Vascular Changes in the Hours after Single-Fraction Irradiation. Radiat Res 2015; 183:713-21. [PMID: 26010711 DOI: 10.1667/rr13458.1] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
The purpose of this study was to characterize changes in tumor vascular parameters hours after a single radiation exposure in an orthotopic brain tumor model. U-251 human brain tumors were established intracerebrally in rat brains, and tumor blood flow, forward volume transfer constant (K(trans)) and interstitial volume fraction (v(e)) were measured using magnetic resonance imaging (MRI). Tumors were exposure to a single stereotactic radiation treatment of 20 Gy. Vascular parameters were assessed one additional time between 2 and 24 h after irradiation. After the second MRI session, brain tissue histology was examined for gross changes and apoptosis. In separate studies, cerebral blood flow was measured in nonimplanted controls before radiation exposure and 2 and 24 h after 20 Gy irradiation, and in implanted rats before radiation exposure and at 2 and 24 h after 6 Gy irradiation. Significant changes were observed in tumor-bearing rat brains in the hours after 20 Gy irradiation. Two hours after 20 Gy irradiation, tumor blood flow decreased nearly 80% and ve decreased by 30%. At 4 h, the K(trans) increased by 30% over preirradiation values. Extensive vacuolization and an increase in apoptosis were evident histologically in rats imaged 2 h after irradiation. Between 8 and 12 h after irradiation, all vascular parameters including blood flow returned to near preirradiation values. One day after irradiation, tumor blood flow was elevated 40% over preirradiation values, and other vascular parameters, including K(trans) and ve, were 20-40% below preirradiation values. In contrast, changes in vascular parameters observed in the normal brain 2 or 24 h after 20 Gy irradiation were not significantly different from preirradiation values. Also, tumor blood flow appeared to be unchanged at 2 h after 6 Gy irradiation, with a small increase observed at 24 h, unlike the tumor blood flow changes after 20 Gy irradiation. Large and significant changes in vascular parameters were observed hours after 20 Gy irradiation using noninvasive MRI techniques. It is hypothesized that cellular swelling hours after a high dose of radiation, coinciding with vacuolization, led to a decrease in tumor blood flow and v(e). Four hours after radiation exposure, K(trans) increased in concert with an increase in tumor blood flow. Vascular permeability normalized, 24 h after 20 Gy irradiation, as characterized by a decrease in K(trans). Vascular parameters did not change significantly in the normal brain after 20 Gy irradiation or in the tumor-bearing brain after 6 Gy irradiation.
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Affiliation(s)
| | | | - Madhava P Aryal
- c Neurosurgery.,f Department of Physics, Oakland University, Rochester, Michigan; and
| | | | | | | | - Rasha Elmghirbi
- c Neurosurgery.,f Department of Physics, Oakland University, Rochester, Michigan; and
| | | | | | - Robert A Knight
- c Neurosurgery.,f Department of Physics, Oakland University, Rochester, Michigan; and
| | - Ning Wen
- Departments of a Radiation Oncology
| | | | - James R Ewing
- c Neurosurgery.,f Department of Physics, Oakland University, Rochester, Michigan; and.,g Department of Neurology, Wayne State University, Detroit, Michigan
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Walton JH, Ng KF, Anderson SE, Rutledge JC. MRI measurement of blood-brain barrier transport with a rapid acquisition refocused echo (RARE) method. Biochem Biophys Res Commun 2015; 463:479-82. [PMID: 25998382 DOI: 10.1016/j.bbrc.2015.05.034] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Accepted: 05/10/2015] [Indexed: 10/23/2022]
Abstract
Dynamic Contrast Enhanced (DCE) MRI is increasingly being used to assess changes in capillary permeability. Most quantitative techniques used to measure capillary permeability are based on the Fick equation that requires measurement of signal reflecting both plasma and tissue concentrations of the solute being tested. To date, most Magnetic Resonance Imaging (MRI) methods for acquiring appropriate data quickly rely on gradient recalled echo (GRE) type acquisitions, which work well in clinical low field settings. However, acquiring this type of data on high field small animal preclinical MRIs is problematic due to geometrical distortions from susceptibility mismatch. This problem can be exacerbated when using small animal models to measure blood brain barrier (BBB) permeability, where precise sampling from the superior sagittal sinus (SSS) is commonly used to determine the plasma concentration of the contrast agent. Here we present results demonstrating that a standard saturation recovery rapid acquisition refocused echo (RARE) method is capable of acquiring T1 maps with good spatial and temporal resolution for Patlak analysis (Patlak, 1983) to assess changes in BBB Gd-DTPA permeability following middle cerebral artery occlusion with reperfusion in the rat. This method limits known problems with magnetic susceptibility mismatch and may thus allow greater accuracy in BBB permeability measurement in small animals.
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Affiliation(s)
- Jeffrey H Walton
- NMR Facility and Biomedical Engineering Graduate Group, University of California, Davis, USA.
| | - Kit Fai Ng
- Division of Cardiovascular Medicine, University of California, Davis, USA
| | - Steven E Anderson
- Department of Physiology and Membrane Biology, University of California, Davis, USA
| | - John C Rutledge
- Division of Cardiovascular Medicine, University of California, Davis, USA
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Fang J, Chen X, Wang S, Xie T, Du X, Liu H, Wang S, Li X, Chen J, Zhang B, Liang H, Yang Y, Zhang W. The expression of P2X₇ receptors in EPCs and their potential role in the targeting of EPCs to brain gliomas. Cancer Biol Ther 2015; 16:498-510. [PMID: 25839324 DOI: 10.1080/15384047.2015.1016663] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
In order to use endothelial progenitor cells (EPCs) as a therapeutic and imaging probe to overcome antiangiogenic resistance for gliomas, how to enhance proliferation and targeting ability of transplanted EPCs is a high priority. Here, we confirmed, for the first time, the expression of P2X7 receptors in rat spleen-derived EPCs. Activation of P2X7 receptors in EPCs by BzATP promoted cells proliferation and migration, rather than apoptosis. In vivo, the homing of transplanted EPCs after long-term suppression of P2X7 receptors by persistent BBG stimulation was evaluated by MRI, immunohistochemistry and flow cytometry. Compared to the group without BBG treatment, less transplanted EPCs homed to gliomas in the group with BBG treatment, especially integrated into the vessels containing tumor-derived endothelial cells in gliomas. Moreover, western blot showed that CXCL1 expression was downregulated in gliomas with BBG treatment, which meant P2X7 receptors suppression inhibited the homing of EPCs to gliomas through down-regulation of CXCLl expression. Further, effects of P2X7 receptors on C6 glioma cells or gliomas were evaluated at the same dose of BzATP or BBG used in EPCs experiments in vitro and in vivo. MTT assay and MRI revealed that P2X7 receptors exerted no significant promoting effect on C6 glioma cells proliferation, gliomas growth and angiogenesis. Taken together, our findings imply the possibility of promoting proliferation and targeting ability of transplanted EPCs to brain gliomas in vivo through P2X7 receptors, which may provide new perspectives on application of EPCs as a therapeutic and imaging probe to overcome antiangiogenic resistance for gliomas.
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Affiliation(s)
- Jingqin Fang
- a Department of Radiology; Institute of Surgery Research; Daping Hospital; Third Military Medical University ; Chongqing , China
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Chen PY, Hsieh HY, Huang CY, Lin CY, Wei KC, Liu HL. Focused ultrasound-induced blood-brain barrier opening to enhance interleukin-12 delivery for brain tumor immunotherapy: a preclinical feasibility study. J Transl Med 2015; 13:93. [PMID: 25784614 PMCID: PMC4369363 DOI: 10.1186/s12967-015-0451-y] [Citation(s) in RCA: 85] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Accepted: 03/03/2015] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Interleukin-12 (IL-12) has long been considered to be effective in triggering an anticancer immune response, however, the dosage has been limited by potential systemic immunotoxicity. Since focused ultrasound (FUS) has been confirmed to temporally and locally open the blood-brain barrier (BBB), the purpose of this study was to elucidate the possibility of combining FUS-induced BBB opening with IL-12 delivery to enhance the anticancer immunological response for glioma treatment. METHODS FUS energy combined with microbubble administration was delivered transcranially to open BBB, and C-6 glioma rats were used in this study. The efficacy in inducing BBB opening and the corresponding immunological response were primarily evaluated in normal animals. The anticancer immune-triggering chemokine, IL-12, was intraperitoneally administered during the treatment phase to evaluate the effect of immunological response on tumor progression. Glioma animals were sub-grouped to evaluate the effect of the immune response in suppressing glioma when IL-12 was combined with FUS-induced BBB opening. We performed flow cytometry to verify consequent immune cell population changes of peripheral/ tissue lymphocytes as well as macrophages from the animals. Brain sections of sacrificed animals were also used for histological and immunohistochemical analysis. IL-12 level among experimental groups were measured via ELISA analysis. We also analyzed survival and followed tumor progression in vivo via T2-weighted magnetic resonance imaging. RESULTS FUS-induced BBB opening had no obvious effect on the T lymphocytes population in normal animals, either in the brain or systemically. Yet, it triggered mild changes in the tumor-infiltrating lymphocyte (TIL) population, particularly in numbers of CD3+CD8+ cytotoxic T lymphocytes (CTLs) in the tumor region. IL-12 administration triggered a profound increase in all TIL populations, including CD3+CD4+ T helper cells (Th), CTL, and CD4+CD25+ regulatory T cells (Treg), but combined FUS-BBB opening with IL-12 administration produced the most significant IL-12 increase, CTL increase and CTL/Treg ratio increase, thus contributing to the most significant suppression of tumor progression and increased animal survival. CONCLUSION This study provides evidence that FUS-BBB opening can enhance immune-modulating agent delivery to the brain, which improve the anticancer immune response in brain tumor treatment.
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Affiliation(s)
- Pin-Yuan Chen
- Department of Neurosurgery, Chang-Gung Memorial Hospital, Taoyuan, Linkou, Taiwan,
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Chodobski A, Ghersi-Egea JF, Nicholson C, Nagaraja TN, Szmydynger-Chodobska J. The quest for a better insight into physiology of fluids and barriers of the brain: the exemplary career of Joseph D. Fenstermacher. Fluids Barriers CNS 2015; 12:1. [PMID: 25745556 PMCID: PMC4350980 DOI: 10.1186/2045-8118-12-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Accepted: 12/18/2014] [Indexed: 12/27/2022] Open
Abstract
In June 2014 Dr. Joseph D. Fenstermacher celebrated his 80th birthday, which was honored by the symposium held in New London, NH, USA. This review discusses Fenstermacher's contribution to the field of fluids and barriers of the CNS. Specifically, his fundamental work on diffusion of molecules within the brain extracellular space and the research on properties of the blood-brain barrier in health and disease are described. Fenstermacher's early research on cerebrospinal fluid dynamics and the regulation of cerebral blood flow is also reviewed, followed by the discussion of his more recent work involving the use of magnetic resonance imaging.
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Affiliation(s)
- Adam Chodobski
- Department of Emergency Medicine, Neurotrauma and Brain Barriers Research Laboratory, The Warren Alpert Medical School of Brown University, Coro Center West, Room 112, 1 Hoppin Street, Providence, RI 02903 USA
| | - Jean-François Ghersi-Egea
- Blood-Brain Interface Group, Oncoflam Team and BIP Platform INSERM U 1028, CNRS UMR5292 Lyon Neuroscience Research Center, Faculté de Médecine RTH Laennec, Rue Guillaume Paradin, Cedex 08, 69372 Lyon, France
| | - Charles Nicholson
- Department of Neuroscience and Physiology, NYU School of Medicine, MSB 460, 550 First Avenue, New York, NY 10016 USA
| | - Tavarekere N Nagaraja
- Department of Anesthesiology, Henry Ford Hospital, 2799 West Grand Blvd., Detroit, MI 48202-2689 USA
| | - Joanna Szmydynger-Chodobska
- Department of Emergency Medicine, Neurotrauma and Brain Barriers Research Laboratory, The Warren Alpert Medical School of Brown University, Coro Center West, Room 112, 1 Hoppin Street, Providence, RI 02903 USA
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Liu HL, Huang CY, Chen JY, Wang HYJ, Chen PY, Wei KC. Pharmacodynamic and therapeutic investigation of focused ultrasound-induced blood-brain barrier opening for enhanced temozolomide delivery in glioma treatment. PLoS One 2014; 9:e114311. [PMID: 25490097 PMCID: PMC4260869 DOI: 10.1371/journal.pone.0114311] [Citation(s) in RCA: 74] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2014] [Accepted: 11/05/2014] [Indexed: 01/13/2023] Open
Abstract
Focused ultrasound (FUS) exposure with the presence of microbubbles has been shown to transiently open the blood-brain barrier (BBB), and thus has potential to enhance the delivery of various kinds of therapeutic agents into brain tumors. The purpose of this study was to assess the preclinical therapeutic efficacy of FUS-BBB opening for enhanced temozolomide (TMZ) delivery in glioma treatment. FUS exposure with microbubbles was delivered to open the BBB of nude mice that were either normal or implanted with U87 human glioma cells. Different TMZ dose regimens were tested, ranging from 2.5 to 25 mg/kg. Plasma and brain samples were obtained at different time-points ranging from 0.5 to 4 hours, and the TMZ concentration within samples was quantitated via a developed LC-MS/MS procedure. Tumor progression was followed with T2-MRI, and animal survival and brain tissue histology were conducted. Results demonstrated that FUS-BBB opening caused the local TMZ accumulation in the brain to increase from 6.98 to 19 ng/mg. TMZ degradation time in the tumor core was found to increase from 1.02 to 1.56 hours. Improved tumor progression and animal survival were found at different TMZ doses (up to 15% and 30%, respectively). In conclusion, this study provides preclinical evidence that FUS-BBB opening increases the local concentration of TMZ to improve the control of tumor progression and animal survival, suggesting the potential for clinical application to improve current brain tumor treatment.
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Affiliation(s)
- Hao-Li Liu
- Department of Electrical Engineering, Chang-Gung University, Taoyuan, Taiwan
- Healthy Aging Research Center, Chang-Gung University, Taoyuan, Taiwan
- * E-mail: (HLL); (KCW)
| | - Chiung-Yin Huang
- Department of Neurosurgery, Chang-Gung Memorial Hospital, Linkou, Taiwan
| | - Ju-Yu Chen
- Department of Electrical Engineering, Chang-Gung University, Taoyuan, Taiwan
| | - Hay-Yan Jack Wang
- Department of Biological Sciences, National Sun Yat-sen University, Kaohsiung, Taiwan
| | - Pin-Yuan Chen
- Department of Neurosurgery, Chang-Gung Memorial Hospital, Linkou, Taiwan
| | - Kuo-Chen Wei
- Department of Neurosurgery, Chang-Gung Memorial Hospital, Linkou, Taiwan
- * E-mail: (HLL); (KCW)
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Li W, Long JA, Watts LT, Jiang Z, Shen Q, Li Y, Duong TQ. A quantitative MRI method for imaging blood-brain barrier leakage in experimental traumatic brain injury. PLoS One 2014; 9:e114173. [PMID: 25478693 PMCID: PMC4257611 DOI: 10.1371/journal.pone.0114173] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2014] [Accepted: 11/04/2014] [Indexed: 01/21/2023] Open
Abstract
Blood-brain barrier (BBB) disruption is common following traumatic brain injury (TBI). Dynamic contrast enhanced (DCE) MRI can longitudinally measure the transport coefficient Ktrans which reflects BBB permeability. Ktrans measurements however are not widely used in TBI research because it is generally considered to be noisy and possesses low spatial resolution. We improved spatiotemporal resolution and signal sensitivity of Ktrans MRI in rats by using a high-sensitivity surface transceiver coil. To overcome the signal drop off profile of the surface coil, a pre-scan module was used to map the flip angle (B1 field) and magnetization (M0) distributions. A series of T1-weighted gradient echo images were acquired and fitted to the extended Kety model with reversible or irreversible leakage, and the best model was selected using F-statistics. We applied this method to study the rat brain one hour following controlled cortical impact (mild to moderate TBI), and observed clear depiction of the BBB damage around the impact regions, which matched that outlined by Evans Blue extravasation. Unlike the relatively uniform T2 contrast showing cerebral edema, Ktrans shows a pronounced heterogeneous spatial profile in and around the impact regions, displaying a nonlinear relationship with T2. This improved Ktrans MRI method is also compatible with the use of high-sensitivity surface coil and the high-contrast two-coil arterial spin-labeling method for cerebral blood flow measurement, enabling more comprehensive investigation of the pathophysiology in TBI.
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Affiliation(s)
- Wei Li
- Research Imaging Institute, University of Texas Health Science Center at San Antonio, San Antonio, Texas, United States of America
- Department of Ophthalmology, University of Texas Health Science Center at San Antonio, San Antonio, Texas, United States of America
- * E-mail: (WL); (TQD)
| | - Justin Alexander Long
- Research Imaging Institute, University of Texas Health Science Center at San Antonio, San Antonio, Texas, United States of America
| | - Lora Talley Watts
- Research Imaging Institute, University of Texas Health Science Center at San Antonio, San Antonio, Texas, United States of America
- Department of Cellular and Structure Biology, University of Texas Health Science Center at San Antonio, San Antonio, Texas, United States of America
- Department of Neurology, University of Texas Health Science Center at San Antonio, San Antonio, Texas, United States of America
| | - Zhao Jiang
- Research Imaging Institute, University of Texas Health Science Center at San Antonio, San Antonio, Texas, United States of America
| | - Qiang Shen
- Research Imaging Institute, University of Texas Health Science Center at San Antonio, San Antonio, Texas, United States of America
| | - Yunxia Li
- Research Imaging Institute, University of Texas Health Science Center at San Antonio, San Antonio, Texas, United States of America
| | - Timothy Q. Duong
- Research Imaging Institute, University of Texas Health Science Center at San Antonio, San Antonio, Texas, United States of America
- Department of Ophthalmology, University of Texas Health Science Center at San Antonio, San Antonio, Texas, United States of America
- Department of Neurology, University of Texas Health Science Center at San Antonio, San Antonio, Texas, United States of America
- South Texas Veterans Health Care System, Department of Veterans Affairs, San Antonio, Texas, United States of America
- * E-mail: (WL); (TQD)
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