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Rigollet S, Rome C, Ador T, Dumont E, Pichon C, Delalande A, Barbier EL, Stupar V. FUS-mediated BBB opening leads to transient perfusion decrease and inflammation without acute or chronic brain lesion. Theranostics 2024; 14:4147-4160. [PMID: 38994025 PMCID: PMC11234282 DOI: 10.7150/thno.96721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 06/23/2024] [Indexed: 07/13/2024] Open
Abstract
Impact: The permeabilization of the BBB to deliver therapeutics with MR-guided FUS redefines therapeutic strategies as it improves patient outcomes. To ensure the best translation towards clinical treatment, the evaluation of hemodynamic modifications in the CNS is necessary to refine treatment parameters. Methods: MR-guided FUS was applied at 1.5 MHz with a 50 ms burst every 1 s to open the BBB. CBF, BVf and ADC parameters were monitored with MRI. Cavitation was monitored with a PCD during the FUS sequence and classified with the IUD index into three cavitation levels. We distinctly applied the FUS in the cortex or the striatum. After the BBB permeabilization, neuroinflammation markers were quantified longitudinally. Results: The BBB was successfully opened in all animals in this study and only one animal was classified as "hard" and excluded from the rest of the study. 30 min after FUS-induced BBB opening in the cortex, we measured a 54% drop in CBF and a 13% drop in BVf compared to the contralateral side. After permeabilization of the striatum, a 38% drop in CBF and a 15% drop in BVf were measured. CBF values rapidly returned to baseline, and 90 min after BBB opening, no significant differences were observed. We quantified the subsequent neuroinflammation, noting a significant increase in astrocytic recruitment at 2 days and microglial activation at 1 day after FUS. After 7 days, no more inflammation was visible in the brain. Conclusion: FUS-induced BBB opening transiently modifies hemodynamic parameters such as CBF and BVf, suggesting limited nutrients and oxygen supply to the CNS in the hour following the procedure.
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Affiliation(s)
- Sébastien Rigollet
- Image Guided Therapy, Pessac, France
- Univ. Grenoble Alpes, Inserm, U1216, Grenoble Institut Neurosciences, Grenoble, France
| | - Claire Rome
- Univ. Grenoble Alpes, Inserm, U1216, Grenoble Institut Neurosciences, Grenoble, France
| | - Thomas Ador
- Université d'Orléans, LI²RSO, Orléans, France
- ART ARNm, Inserm US55, Orléans, France
- Laboratory of Experimental and Molecular Immunology and Neuromodulation (INEM), UMR 7355 CNRS-University of Orleans, Orleans, France
| | | | - Chantal Pichon
- Université d'Orléans, LI²RSO, Orléans, France
- ART ARNm, Inserm US55, Orléans, France
- Institut Universitaire de France, Paris, France
| | - Anthony Delalande
- Université d'Orléans, LI²RSO, Orléans, France
- ART ARNm, Inserm US55, Orléans, France
| | - Emmanuel L. Barbier
- Univ. Grenoble Alpes, Inserm, U1216, Grenoble Institut Neurosciences, Grenoble, France
- Univ. Grenoble Alpes, Inserm, CHU Grenoble Alpes, CNRS, IRMaGe, Grenoble, France
| | - Vasile Stupar
- Univ. Grenoble Alpes, Inserm, U1216, Grenoble Institut Neurosciences, Grenoble, France
- Univ. Grenoble Alpes, Inserm, CHU Grenoble Alpes, CNRS, IRMaGe, Grenoble, France
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Substance P Reduces Infarct Size and Mortality After Ischemic Stroke, Possibly Through the M2 Polarization of Microglia/Macrophages and Neuroprotection in the Ischemic Rat Brain. Cell Mol Neurobiol 2022:10.1007/s10571-022-01284-7. [DOI: 10.1007/s10571-022-01284-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 09/08/2022] [Indexed: 12/12/2022]
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Nowak-Jary J, Machnicka B. Pharmacokinetics of magnetic iron oxide nanoparticles for medical applications. J Nanobiotechnology 2022; 20:305. [PMID: 35761279 PMCID: PMC9235206 DOI: 10.1186/s12951-022-01510-w] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 06/07/2022] [Indexed: 12/05/2022] Open
Abstract
Magnetic iron oxide nanoparticles (MNPs) have been under intense investigation for at least the last five decades as they show enormous potential for many biomedical applications, such as biomolecule separation, MRI imaging and hyperthermia. Moreover, a large area of research on these nanostructures is concerned with their use as carriers of drugs, nucleic acids, peptides and other biologically active compounds, often leading to the development of targeted therapies. The uniqueness of MNPs is due to their nanometric size and unique magnetic properties. In addition, iron ions, which, along with oxygen, are a part of the MNPs, belong to the trace elements in the body. Therefore, after digesting MNPs in lysosomes, iron ions are incorporated into the natural circulation of this element in the body, which reduces the risk of excessive storage of nanoparticles. Still, one of the key issues for the therapeutic applications of magnetic nanoparticles is their pharmacokinetics which is reflected in the circulation time of MNPs in the bloodstream. These characteristics depend on many factors, such as the size and charge of MNPs, the nature of the polymers and any molecules attached to their surface, and other. Since the pharmacokinetics depends on the resultant of the physicochemical properties of nanoparticles, research should be carried out individually for all the nanostructures designed. Almost every year there are new reports on the results of studies on the pharmacokinetics of specific magnetic nanoparticles, thus it is very important to follow the achievements on this matter. This paper reviews the latest findings in this field. The mechanism of action of the mononuclear phagocytic system and the half-lives of a wide range of nanostructures are presented. Moreover, factors affecting clearance such as hydrodynamic and core size, core morphology and coatings molecules, surface charge and technical aspects have been described.
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Affiliation(s)
- Julia Nowak-Jary
- Department of Biotechnology, Institute of Biological Sciences, University of Zielona Gora, Prof. Z. Szafrana 1, 65-516, Zielona Gora, Poland.
| | - Beata Machnicka
- Department of Biotechnology, Institute of Biological Sciences, University of Zielona Gora, Prof. Z. Szafrana 1, 65-516, Zielona Gora, Poland
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The Extension of the LeiCNS-PK3.0 Model in Combination with the "Handshake" Approach to Understand Brain Tumor Pathophysiology. Pharm Res 2022; 39:1343-1361. [PMID: 35258766 PMCID: PMC9246813 DOI: 10.1007/s11095-021-03154-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Accepted: 12/10/2021] [Indexed: 12/22/2022]
Abstract
Micrometastatic brain tumor cells, which cause recurrence of malignant brain tumors, are often protected by the intact blood–brain barrier (BBB). Therefore, it is essential to deliver effective drugs across not only the disrupted blood-tumor barrier (BTB) but also the intact BBB to effectively treat malignant brain tumors. Our aim is to predict pharmacokinetic (PK) profiles in brain tumor regions with the disrupted BTB and the intact BBB to support the successful drug development for malignant brain tumors. LeiCNS-PK3.0, a comprehensive central nervous system (CNS) physiologically based pharmacokinetic (PBPK) model, was extended to incorporate brain tumor compartments. Most pathophysiological parameters of brain tumors were obtained from literature and two missing parameters of the BTB, paracellular pore size and expression level of active transporters, were estimated by fitting existing data, like a “handshake”. Simultaneous predictions were made for PK profiles in extracellular fluids (ECF) of brain tumors and normal-appearing brain and validated on existing data for six small molecule anticancer drugs. The LeiCNS-tumor model predicted ECF PK profiles in brain tumor as well as normal-appearing brain in rat brain tumor models and high-grade glioma patients within twofold error for most data points, in combination with estimated paracellular pore size of the BTB and active efflux clearance at the BTB. Our model demonstrated a potential to predict PK profiles of small molecule drugs in brain tumors, for which quantitative information on pathophysiological alterations is available, and contribute to the efficient and successful drug development for malignant brain tumors.
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Yamamoto A, Takaki K, Morikawa S, Murata K, Ito R. Histologic Distribution and Characteristics on MR Imaging of Ultrasmall Superparamagnetic Iron Oxide in Ethyl-nitrosourea-induced Endogenous Rat Glioma. Magn Reson Med Sci 2021; 20:264-271. [PMID: 32830172 PMCID: PMC8424023 DOI: 10.2463/mrms.mp.2019-0134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
PURPOSE (1) To evaluate the enhancement patterns of an ultrasmall superparamagnetic iron oxide contrast agent (USPIO-CA) compared with those of a gadolinium-based contrast agent (Gd-BCA). (2) To compare the histologic distribution of USPIO-related iron particles (USPIO-IPs) with the USPIO-enhancement area in the early vascular and in the cellular imaging phase (E- and L-phase, respectively) after intravenous CA administration. METHODS We performed USPIO-enhanced MRI of N-ethyl-N-nitrosourea (ENU)-induced endogenous rat glioma, including spin-echo (SE) T1-weighted images (T1WIs) and gradient-recalled-echo (GRE) T2-weighted images (T2WIs), before and at 3-6 h after USPIO-CA administration for E-phase images. For L-phase images, MRI was performed at 16-19 and 62-69 h after administration. Two observers determined the USPIO-enhancement area on E-phase images and Gd-enhancement areas. We compared the USPIO-enhancement size (USPIO-ES) and Gd-ES on SE T1WIs, and the hypo-intense USPIO-ES on GRE T2WIs and Gd-ES using the Wilcoxon signed-rank test. In addition, two raters visually evaluated the correspondence between the histologic distribution of USPIO-IPs and the USPIO-enhancement area on corresponding GRE T2WIs at each phase using a 3-rating scale. RESULTS Significantly smaller hyper-intense, hypo-intense and combined hyper-/hypo-intense areas were observed on USPIO-enhanced SE T1WIs compared with Gd-enhanced images (all P < 0.001). The hypo-intense USPIO-ES on GRE T2WIs was significantly smaller than the Gd-ES (P = 0.001). The distribution of USPIO-IPs on histopathological specimen and USPIO-enhancement on GRE T2WIs exhibited poor agreement in 5 of 9 tumors with enhancement from rats sacrificed early. The distribution of microglia containing USPIO-IPs corresponded with the pattern of USPIO-enhancement in the 2 tumors with late enhancement. CONCLUSION The enhancement pattern and size of USPIO-CA in a rat glioma model were statistically different from those of Gd-BCA. Our histological data suggests that USPIO-enhanced MRI offers vascular bed imaging in E-phase and might depict the intra-tumoral distribution of immune effector cells in L-phase.
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Affiliation(s)
| | - Kai Takaki
- Department of Radiology, Shiga University of Medical Science
| | - Shigehiro Morikawa
- Molecular Neuroscience Research Center, Shiga University of Medical Science
| | - Kiyoshi Murata
- Department of Radiology, Shiga University of Medical Science
| | - Ryuta Ito
- Department of Radiology, Shiga University of Medical Science
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Park JE, Kim JY, Kim HS, Shim WH. Comparison of Dynamic Contrast-Enhancement Parameters between Gadobutrol and Gadoterate Meglumine in Posttreatment Glioma: A Prospective Intraindividual Study. AJNR Am J Neuroradiol 2020; 41:2041-2048. [PMID: 33060100 DOI: 10.3174/ajnr.a6792] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2020] [Accepted: 07/22/2020] [Indexed: 01/10/2023]
Abstract
BACKGROUND AND PURPOSE Differences in molecular properties between one-molar and half-molar gadolinium-based contrast agents are thought to affect parameters obtained from dynamic contrast-enhanced imaging. The aim of our study was to investigate differences in dynamic contrast-enhanced parameters between one-molar nonionic gadobutrol and half-molar ionic gadoterate meglumine in patients with posttreatment glioma. MATERIALS AND METHODS This prospective study enrolled 32 patients who underwent 2 20-minute dynamic contrast-enhanced examinations, one with gadobutrol and one with gadoterate meglumine. The model-free parameter of area under the signal intensity curve from 30 to 1100 seconds and the Tofts model-based pharmacokinetic parameters were calculated and compared intraindividually using paired t tests. Patients were further divided into progression (n = 12) and stable (n = 20) groups, which were compared using Student t tests. RESULTS Gadobutrol and gadoterate meglumine did not show any significant differences in the area under the signal intensity curve or pharmacokinetic parameters of K trans, Ve, Vp, or Kep (all P > .05). Gadobutrol showed a significantly higher mean wash-in rate (0.83 ± 0.64 versus 0.29 ± 0.63, P = .013) and a significantly lower mean washout rate (0.001 ± 0.0001 versus 0.002 ± 0.002, P = .02) than gadoterate meglumine. Trends toward higher area under the curve, K trans, Ve, Vp, wash-in, and washout rates and lower Kep were observed in the progression group in comparison with the treatment-related-change group, regardless of the contrast agent used. CONCLUSIONS Model-free and pharmacokinetic parameters did not show any significant differences between the 2 gadolinium-based contrast agents, except for a higher wash-in rate with gadobutrol and a higher washout rate with gadoterate meglumine, supporting the interchangeable use of gadolinium-based contrast agents for dynamic contrast-enhanced imaging in patients with posttreatment glioma.
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Affiliation(s)
- J E Park
- From the Department of Radiology and Research Institute of Radiology (J.E.P., H.S.K., W.H.S.), University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - J Y Kim
- Department of Radiology (J.Y.K.), Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - H S Kim
- From the Department of Radiology and Research Institute of Radiology (J.E.P., H.S.K., W.H.S.), University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - W H Shim
- From the Department of Radiology and Research Institute of Radiology (J.E.P., H.S.K., W.H.S.), University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Sharma G, Jagtap JM, Parchur AK, Gogineni VR, Ran S, Bergom C, White SB, Flister MJ, Joshi A. Heritable modifiers of the tumor microenvironment influence nanoparticle uptake, distribution and response to photothermal therapy. Theranostics 2020; 10:5368-5383. [PMID: 32373218 PMCID: PMC7196309 DOI: 10.7150/thno.41171] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Accepted: 03/16/2020] [Indexed: 12/14/2022] Open
Abstract
We report the impact of notch-DLL4-based hereditary vascular heterogeneities on the enhanced permeation and retention (EPR) effect and plasmonic photothermal therapy response in tumors. Methods: We generated two consomic rat strains with differing DLL4 expression on 3rd chromosome. These strains were based on immunocompromised Salt-sensitive or SSIL2Rγ- (DLL4-high) and SS.BN3IL2Rγ- (DLL4-low) rats with 3rd chromosome substituted from Brown Norway rat. We further constructed three novel SS.BN3IL2Rγ- congenic strains by introgressing varying segments of BN chromosome 3 into the parental SSIL2Rγ- strain to localize the role of SSIL2Rγ- DLL4 on tumor EPR effect with precision. We synthesized multimodal theranostic nanoparticles (TNPs) based on Au-nanorods which provide magnetic resonance imaging (MRI), X-ray, and optical contrasts to assess image guided PTT response and quantify host specific therapy response differences in tumors orthotopically xenografted in DLL4-high and -low strains. We tested recovery of therapy sensitivity of PTT resistant strains by employing anti-DLL4 conjugated TNPs in two triple negative breast cancer tumor xenografts. Results: Host strains with high DLL4 allele demonstrated slightly increased tumor nanoparticle uptake but consistently developed photothermal therapy resistance compared to tumors in host strains with low DLL4 allele. Tumor micro-environment with low DLL4 expression altered the geographic distribution of nanoparticles towards closer proximity with vasculature which improved efficacy of PTT in spite of lower overall TNP uptake. Targeting TNPs to tumor endothelium via anti-DLL4 antibody conjugation improved therapy sensitivity in high DLL4 allele hosts for two triple negative human breast cancer xenografts. Conclusions: Inherited DLL4 expression modulates EPR effects in tumors, and molecular targeting of endothelial DLL4 via nanoparticles is an effective personalized nanomedicine strategy.
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Affiliation(s)
- Gayatri Sharma
- Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Jaidip M. Jagtap
- Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Abdul K. Parchur
- Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI, USA
| | | | - Sophia Ran
- Simmons Cancer Institute, Southern Illinois University School of Medicine, Springfield, IL, USA
- Department of Medical Microbiology, Immunology, and Cell Biology, Southern Illinois University School of Medicine, Springfield, IL, USA
| | - Carmen Bergom
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Sarah B. White
- Department of Radiology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Michael J. Flister
- Department of Physiology, Medical College of Wisconsin, Milwaukee, WI, USA
- Genomic Sciences and Precision Medicine Center, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Amit Joshi
- Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI, USA
- Department of Radiology, Medical College of Wisconsin, Milwaukee, WI, USA
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Alphandéry E. Biodistribution and targeting properties of iron oxide nanoparticles for treatments of cancer and iron anemia disease. Nanotoxicology 2019; 13:573-596. [PMID: 30938215 DOI: 10.1080/17435390.2019.1572809] [Citation(s) in RCA: 71] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
IONP (iron oxide nanoparticles) commercialized for treatments of iron anemia or cancer diseases can be administered at doses exceeding 1 g per patient, indicating their bio-compatibility when they are prepared in the right conditions. Various parameters influence IONP biodistribution such as nanoparticle size, hydrophobicity/hydrophilicity, surface charge, core composition, coating properties, route of administration, quantity administered, and opsonization. IONP biodistribution trends include their capture by the reticuloendothelial system (RES), accumulation in liver and spleen, leading to nanoparticle degradation by macrophages and liver Kupffer cells, possibly followed by excretion in feces. To result in efficient tumor treatment, IONP need to reach the tumor in a sufficiently large quantity, using: (i) passive targeting, i.e. the extravasation of IONP through the blood vessel irrigating the tumor, (ii) molecular targeting achieved by a ligand bound to IONP specifically recognizing a cell receptor, and (iii) magnetic targeting in which a magnetic field gradient guides IONP towards the tumor. As a whole, targeting efficacy is relatively similar for different targeting, yielding a percentage of injected IONP in the tumor of 5.10-4% to 3%, 0.1% to 7%, and 5.10-3% to 2.6% for passive, molecular, and magnetic targeting, respectively. For the treatment of iron anemia disease, IONP are captured by the RES, and dissolved into free iron, which is then made available for the organism. For the treatment of cancer, IONP either deliver chemotherapeutic drugs to tumors, produce localized heat under the application of an alternating magnetic field or a laser, or activate in a controlled manner a sono-sensitizer following ultrasound treatment.
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Affiliation(s)
- Edouard Alphandéry
- a Paris Sorbonne Université, Muséum National d'Histoire Naturelle, UMR CNRS, IRD, Institut de Minéralogie, de Physique des Matériaux et de Cosmochimie, IMPMC , Paris , France.,b Nanobacterie SARL , Paris , France.,c Institute of Anatomy, UZH University of Zurich, Institute of Anatomy , Zurich , Switzerland
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Santelli J, Lechevallier S, Baaziz H, Vincent M, Martinez C, Mauricot R, Parini A, Verelst M, Cussac D. Multimodal gadolinium oxysulfide nanoparticles: a versatile contrast agent for mesenchymal stem cell labeling. NANOSCALE 2018; 10:16775-16786. [PMID: 30156241 DOI: 10.1039/c8nr03263g] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Despite a clear development of innovative therapies based on stem cell manipulation, the availability of new tools to better understand and follow stem cell behavior and improve their biomedical applications is not adequate. Indeed, an ideal tracking device must have good ability to label stem cells as well as complete neutrality relative to their biology. Furthermore, preclinical studies imply in vitro and in vivo approaches that often require several kinds of labeling and/or detection procedures. Consequently, the multimodality concept presented in this work may present a solution to this problem as it has the potential to combine complementary imaging techniques. Spherical europium-doped gadolinium oxysulfide (Gd2O2S:Eu3+) nanoparticles are presented as a candidate as they are detectable by (1) magnetic resonance (MRI), (2) X-ray and (3) photoluminescence imaging. Whole body in vivo distribution, elimination and toxicity evaluation revealed a high tolerance of nanoparticles with a long-lasting MRI signal and slow hepatobiliary and renal clearance. In vitro labeling of a wide variety of cells unveils the nanoparticle potential for efficient and universal cell tracking. Emphasis on mesenchymal stromal cells (MSCs) leads to the definition of optimal conditions for labeling and tracking in the context of cell therapy: concentrations below 50 μg mL-1 and diameters between 170 and 300 nm. Viability, proliferation, migration and differentiation towards mesodermal lineages are preserved under these conditions, and cell labeling appears to be persistent and without any leakage. Ex vivo detection of as few as five thousand Gd2O2S:Eu3+-labeled MSCs by MRI combined with in vitro examination with fluorescence microscopy highlights the feasibility of cell tracking in cell therapy using this new nanoplatform.
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Affiliation(s)
- Julien Santelli
- CEMES-CNRS, Université de Toulouse, CNRS 29, rue Jeanne Marvig, BP 94347, 31055 Toulouse Cedex 4, France.
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Kim C, Suh JY, Heo C, Lee CK, Shim WH, Park BW, Cho G, Lee DW, Woo DC, Kim SY, Kim YJ, Bae DJ, Kim JK. Spatiotemporal heterogeneity of tumor vasculature during tumor growth and antiangiogenic treatment: MRI assessment using permeability and blood volume parameters. Cancer Med 2018; 7:3921-3934. [PMID: 29983002 PMCID: PMC6089152 DOI: 10.1002/cam4.1624] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Revised: 05/28/2018] [Accepted: 05/29/2018] [Indexed: 12/15/2022] Open
Abstract
Tumor heterogeneity is an important concept when assessing intratumoral variety in vascular phenotypes and responses to antiangiogenic treatment. This study explored spatiotemporal heterogeneity of vascular alterations in C6 glioma mice during tumor growth and antiangiogenic treatment on serial MR examinations (days 0, 4, and 7 from initiation of vehicle or multireceptor tyrosine kinase inhibitor administration). Transvascular permeability (TP) was quantified on dynamic‐contrast‐enhanced MRI (DCE‐MRI) using extravascular extracellular agent (Gd‐DOTA); blood volume (BV) was estimated using intravascular T2 agent (SPION). With regard to region‐dependent variability in vascular phenotypes, the control group demonstrated higher TP in the tumor center than in the periphery, and greater BV in the tumor periphery than in the center. This distribution pattern became more apparent with tumor growth. Antiangiogenic treatment effect was regionally heterogeneous: in the tumor center, treatment significantly suppressed the increase in TP and decrease in BV (ie, typical temporal change in the control group); in the tumor periphery, treatment‐induced vascular alterations were insignificant and BV remained high. On histopathological examination, the control group showed greater CD31, VEGFR2, Ki67, and NG2 expression in the tumor periphery than in the center. After treatment, CD31 and Ki67 expression was significantly suppressed only in the tumor center, whereas VEGFR2 and α‐caspase 3 expression was decreased and NG2 expression was increased in the entire tumor. These results demonstrate that MRI can reliably depict spatial heterogeneity in tumor vascular phenotypes and antiangiogenic treatment effects. Preserved angiogenic activity (high BV on MRI and high CD31) and proliferation (high Ki67) in the tumor periphery after treatment may provide insights into the mechanism of tumor resistance to antiangiogenic treatment.
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Affiliation(s)
- Cherry Kim
- Department of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Ji-Yeon Suh
- Asan Institute for Life Sciences, University of Ulsan College of Medicine, Seoul, South Korea
| | - Changhoe Heo
- Department of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Chang Kyung Lee
- Asan Institute for Life Sciences, University of Ulsan College of Medicine, Seoul, South Korea
| | - Woo Hyun Shim
- Department of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.,Asan Institute for Life Sciences, University of Ulsan College of Medicine, Seoul, South Korea
| | - Bum Woo Park
- Asan Institute for Life Sciences, University of Ulsan College of Medicine, Seoul, South Korea
| | - Gyunggoo Cho
- Bio-imaging Research Team, Korea Basic Science Institute, Chungbuk, South Korea
| | - Do-Wan Lee
- Asan Institute for Life Sciences, University of Ulsan College of Medicine, Seoul, South Korea
| | - Dong-Cheol Woo
- Asan Institute for Life Sciences, University of Ulsan College of Medicine, Seoul, South Korea
| | - Sang-Yeob Kim
- Asan Institute for Life Sciences, University of Ulsan College of Medicine, Seoul, South Korea.,Department of Convergence Medicine, University of Ulsan College of Medicine and Asan Medical Center, Seoul, Korea
| | - Yun Jae Kim
- Asan Institute for Life Sciences, University of Ulsan College of Medicine, Seoul, South Korea
| | | | - Jeong Kon Kim
- Department of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.,Asan Institute for Life Sciences, University of Ulsan College of Medicine, Seoul, South Korea
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Arnaud A, Forbes F, Coquery N, Collomb N, Lemasson B, Barbier EL. Fully Automatic Lesion Localization and Characterization: Application to Brain Tumors Using Multiparametric Quantitative MRI Data. IEEE TRANSACTIONS ON MEDICAL IMAGING 2018; 37:1678-1689. [PMID: 29969418 DOI: 10.1109/tmi.2018.2794918] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
When analyzing brain tumors, two tasks are intrinsically linked, spatial localization, and physiological characterization of the lesioned tissues. Automated data-driven solutions exist, based on image segmentation techniques or physiological parameters analysis, but for each task separately, the other being performedmanually or with user tuning operations. In this paper, the availability of quantitative magnetic resonance (MR) parameters is combined with advancedmultivariate statistical tools to design a fully automated method that jointly performs both localization and characterization. Non trivial interactions between relevant physiologicalparameters are capturedthanks to recent generalized Student distributions that provide a larger variety of distributional shapes compared to the more standard Gaussian distributions. Probabilisticmixtures of the former distributions are then consideredto account for the different tissue types and potential heterogeneity of lesions. Discriminative multivariate features are extracted from this mixture modeling and turned into individual lesion signatures. The signatures are subsequently pooled together to build a statistical fingerprintmodel of the different lesion types that captures lesion characteristics while accounting for inter-subject variability. The potential of this generic procedure is demonstrated on a data set of 53 rats, with 36 rats bearing 4 different brain tumors, for which 5 quantitative MR parameters were acquired.
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12
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Hectors SJ, Jacobs I, Lok J, Peters J, Bussink J, Hoeben FJ, Keizer HM, Janssen HM, Nicolay K, Schabel MC, Strijkers GJ. Improved Evaluation of Antivascular Cancer Therapy Using Constrained Tracer-Kinetic Modeling for Multiagent Dynamic Contrast-Enhanced MRI. Cancer Res 2018; 78:1561-1570. [PMID: 29317433 DOI: 10.1158/0008-5472.can-17-2569] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2017] [Revised: 11/10/2017] [Accepted: 01/03/2018] [Indexed: 11/16/2022]
Abstract
Dynamic contrast-enhanced MRI (DCE-MRI) is a promising technique for assessing the response of tumor vasculature to antivascular therapies. Multiagent DCE-MRI employs a combination of low and high molecular weight contrast agents, which potentially improves the accuracy of estimation of tumor hemodynamic and vascular permeability parameters. In this study, we used multiagent DCE-MRI to assess changes in tumor hemodynamics and vascular permeability after vascular-disrupting therapy. Multiagent DCE-MRI (sequential injection of G5 dendrimer, G2 dendrimer, and Gd-DOTA) was performed in tumor-bearing mice before, 2 and 24 hours after treatment with vascular disrupting agent DMXAA or placebo. Constrained DCE-MRI gamma capillary transit time modeling was used to estimate flow F, blood volume fraction vb, mean capillary transit time tc, bolus arrival time td, extracellular extravascular fraction ve, vascular heterogeneity index α-1 (all identical between agents) and extraction fraction E (reflective of permeability), and transfer constant Ktrans (both agent-specific) in perfused pixels. F, vb, and α-1 decreased at both time points after DMXAA, whereas tc increased. E (G2 and G5) showed an initial increase, after which, both parameters restored. Ktrans (G2 and Gd-DOTA) decreased at both time points after treatment. In the control, placebo-treated animals, only F, tc, and Ktrans Gd-DOTA showed significant changes. Histologic perfused tumor fraction was significantly lower in DMXAA-treated versus control animals. Our results show how multiagent tracer-kinetic modeling can accurately determine the effects of vascular-disrupting therapy by separating simultaneous changes in tumor hemodynamics and vascular permeability.Significance: These findings describe a new approach to measure separately the effects of antivascular therapy on tumor hemodynamics and vascular permeability, which could help more rapidly and accurately assess the efficacy of experimental therapy of this class. Cancer Res; 78(6); 1561-70. ©2018 AACR.
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Affiliation(s)
- Stefanie J Hectors
- Department of Biomedical Engineering, Biomedical NMR, Eindhoven, the Netherlands.,Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Igor Jacobs
- Department of Biomedical Engineering, Biomedical NMR, Eindhoven, the Netherlands.,Oncology Solutions, Philips Research, Eindhoven, the Netherlands
| | - Jasper Lok
- Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Johannes Peters
- Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Johan Bussink
- Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, the Netherlands
| | | | | | | | - Klaas Nicolay
- Department of Biomedical Engineering, Biomedical NMR, Eindhoven, the Netherlands
| | - Matthias C Schabel
- Advanced Imaging Research Center, Oregon Health and Science University, Portland, Oregon
| | - Gustav J Strijkers
- Department of Biomedical Engineering, Biomedical NMR, Eindhoven, the Netherlands. .,Biomedical Engineering and Physics, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
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13
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Kim J, Kim E, Euceda LR, Meyer DE, Langseth K, Bathen TF, Moestue SA, Huuse EM. Multiparametric characterization of response to anti-angiogenic therapy using USPIO contrast-enhanced MRI in combination with dynamic contrast-enhanced MRI. J Magn Reson Imaging 2017; 47:1589-1600. [DOI: 10.1002/jmri.25898] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Accepted: 11/03/2017] [Indexed: 12/28/2022] Open
Affiliation(s)
- Jana Kim
- Department of Circulation and Medical Imaging; NTNU - Norwegian University of Science and Technology; Trondheim Norway
- Department of Radiology and Nuclear Medicine; St. Olavs Hospital, Trondheim University Hospital; Trondheim Norway
| | - Eugene Kim
- Department of Circulation and Medical Imaging; NTNU - Norwegian University of Science and Technology; Trondheim Norway
- Department of Radiology and Nuclear Medicine; St. Olavs Hospital, Trondheim University Hospital; Trondheim Norway
| | - Leslie R. Euceda
- Department of Circulation and Medical Imaging; NTNU - Norwegian University of Science and Technology; Trondheim Norway
| | - Dan E. Meyer
- Biosciences Technology Organization, GE Global Research Center; Niskayuna NY United States
| | | | - Tone F. Bathen
- Department of Circulation and Medical Imaging; NTNU - Norwegian University of Science and Technology; Trondheim Norway
| | - Siver A. Moestue
- Department of Circulation and Medical Imaging; NTNU - Norwegian University of Science and Technology; Trondheim Norway
- Department of Laboratory Medicine, Women's and Children's Health; NTNU - Norwegian University of Science and Technology; Trondheim Norway
| | - Else Marie Huuse
- Department of Circulation and Medical Imaging; NTNU - Norwegian University of Science and Technology; Trondheim Norway
- Department of Radiology and Nuclear Medicine; St. Olavs Hospital, Trondheim University Hospital; Trondheim Norway
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14
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Mapping Extracellular pH of Gliomas in Presence of Superparamagnetic Nanoparticles: Towards Imaging the Distribution of Drug-Containing Nanoparticles and Their Curative Effect on the Tumor Microenvironment. CONTRAST MEDIA & MOLECULAR IMAGING 2017; 2017:3849373. [PMID: 29362558 PMCID: PMC5736903 DOI: 10.1155/2017/3849373] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Revised: 09/25/2017] [Accepted: 10/03/2017] [Indexed: 12/17/2022]
Abstract
Since brain's microvasculature is compromised in gliomas, intravenous injection of tumor-targeting nanoparticles containing drugs (D-NPs) and superparamagnetic iron oxide (SPIO-NPs) can deliver high payloads of drugs while allowing MRI to track drug distribution. However, therapeutic effect of D-NPs remains poorly investigated because superparamagnetic fields generated by SPIO-NPs perturb conventional MRI readouts. Because extracellular pH (pHe) is a tumor hallmark, mapping pHe is critical. Brain pHe is measured by biosensor imaging of redundant deviation in shifts (BIRDS) with lanthanide agents, by detecting paramagnetically shifted resonances of nonexchangeable protons on the agent. To test the hypothesis that BIRDS-based pHe readout remains uncompromised by presence of SPIO-NPs, we mapped pHe in glioma-bearing rats before and after SPIO-NPs infusion. While SPIO-NPs accumulation in the tumor enhanced MRI contrast, the pHe inside and outside the MRI-defined tumor boundary remained unchanged after SPIO-NPs infusion, regardless of the tumor type (9L versus RG2) or agent injection method (renal ligation versus coinfusion with probenecid). These results demonstrate that we can simultaneously and noninvasively image the specific location and the healing efficacy of D-NPs, where MRI contrast from SPIO-NPs can track their distribution and BIRDS-based pHe can map their therapeutic impact.
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15
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Crich SG, Terreno E, Aime S. Nano-sized and other improved reporters for magnetic resonance imaging of angiogenesis. Adv Drug Deliv Rev 2017; 119:61-72. [PMID: 28802567 DOI: 10.1016/j.addr.2017.08.004] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2017] [Revised: 08/03/2017] [Accepted: 08/07/2017] [Indexed: 02/07/2023]
Abstract
Magnetic Resonance Imaging (MRI) enables to provide anatomical, functional and molecular information of pathological angiogenesis when used with properly tailored imaging probes. Functional studies have been the domain of Dynamic Contrast Enhancement (DCE) -MRI protocols from which it is possible to extract quantitative estimations on key parameters such as the volumes of vascular and extracellular compartments and the rates of the bidirectional exchange of the imaging reporters across the endothelial barrier. Whereas paramagnetic Gd-complexes able to reversibly bind to serum albumin act better than the clinically used small-sized, hydrophilic species, new findings suggest that an accurate assessment of the vascular volume is possible by analyzing images acquired upon the i.v. administration of Gd-labelled Red Blood Cells (RBCs). As far as it concerns molecular MRI, among the many available biomarkers, αvβ3 integrins are the most investigated ones. The low expression of these targets makes mandatory the use of nano-sized systems endowed with the proper signal enhancing capabilities. A number of targeted nano-particles have been investigated including micelles, liposomes, iron oxides and perfluorocarbon containing systems. Finally, a growing attention is devoted to the design and testing of "theranostic" agents based on the exploitation of MRI to monitor drug delivery processes and therapeutic outcome.
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Affiliation(s)
- Simonetta Geninatti Crich
- University of Torino, Department of Molecular Biotechnology and Health Sciences, via Nizza 52, Torino, Italy
| | - Enzo Terreno
- University of Torino, Department of Molecular Biotechnology and Health Sciences, via Nizza 52, Torino, Italy
| | - Silvio Aime
- University of Torino, Department of Molecular Biotechnology and Health Sciences, via Nizza 52, Torino, Italy.
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16
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Pernet-Gallay K, Jouneau PH, Bertrand A, Delaroche J, Farion R, Rémy C, Barbier EL. Vascular permeability in the RG2 glioma model can be mediated by macropinocytosis and be independent of the opening of the tight junction. J Cereb Blood Flow Metab 2017; 37:1264-1275. [PMID: 27306752 PMCID: PMC5453449 DOI: 10.1177/0271678x16654157] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This study evaluates the extravasation pathways of circulating macromolecules in a rat glioma model (RG2) which was observed by both magnetic resonance imaging using ultrasmall superparamagnetic iron oxide and electron microscopy. Although magnetic resonance imaging signal enhancement was observed as soon as 10 min after injection (9.4% 2 h after injection), electron microscopy showed that endothelial cells were still tightly sealed. However, circulating immunoglobulin G and ultrasmall superparamagnetic iron oxide were found in large membrane compartments of endothelial cells, in the basal lamina (7.4 ± 1.2 gold particles/µm2 in the tumor versus 0.38 ± 0.17 in healthy tissue, p = 1.4.10-5) and between tumoral cells. Altogether, this strongly suggests an active transport mediated by macropinocytosis. To challenge this transport mechanism, additional rats were treated with amiloride, an inhibitor of macropinocytosis, leading to a reduction of membrane protrusions (66%) and of macropinosomes. Amiloride however also opened tumoral tight junctions allowing a larger extravasation of ultrasmall superparamagnetic iron oxide (magnetic resonance imaging signal enhancement of 35.7% 2 h after injection). Altogether, these results suggest that ultrasmall superparamagnetic iron oxide and immunoglobulin G in the RG2 glioma model follow an active extravasation pathway mediated by a macropinocytosis process. Amiloride also appears as a potential strategy to facilitate the extravasation of chemotherapeutic drugs in glioma.
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Affiliation(s)
- Karin Pernet-Gallay
- INSERM, U 1216, Grenoble, France
- Univ. Grenoble Alpes, Grenoble Institut des Neurosciences, GIN, Grenoble, France
| | - Pierre-Henri Jouneau
- CEA, Institut Nanosciences et Cryogénie, Grenoble, France
- Univ. Grenoble Alpes, Institut Nanosciences et Cryogénie, Grenoble, France
| | - Anne Bertrand
- INSERM, U 1216, Grenoble, France
- Univ. Grenoble Alpes, Grenoble Institut des Neurosciences, GIN, Grenoble, France
| | - Julie Delaroche
- INSERM, U 1216, Grenoble, France
- Univ. Grenoble Alpes, Grenoble Institut des Neurosciences, GIN, Grenoble, France
| | - Régine Farion
- INSERM, U 1216, Grenoble, France
- Univ. Grenoble Alpes, Grenoble Institut des Neurosciences, GIN, Grenoble, France
| | - Chantal Rémy
- INSERM, U 1216, Grenoble, France
- Univ. Grenoble Alpes, Grenoble Institut des Neurosciences, GIN, Grenoble, France
| | - Emmanuel L Barbier
- INSERM, U 1216, Grenoble, France
- Univ. Grenoble Alpes, Grenoble Institut des Neurosciences, GIN, Grenoble, France
- Emmanuel L Barbier, U1216 – Grenoble Institut des Neurosciences, Chemin Fortuné Ferrini, BP 217—CHU Grenoble, F-38043 Grenoble cedex, France.
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17
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Kim JH, Suh JY, Woo DC, Sung YS, Son WC, Choi YS, Pae SJ, Kim JK. Difference in the intratumoral distributions of extracellular-fluid and intravascular MR contrast agents in glioblastoma growth. NMR IN BIOMEDICINE 2016; 29:1688-1699. [PMID: 27723161 DOI: 10.1002/nbm.3591] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Revised: 07/05/2016] [Accepted: 07/06/2016] [Indexed: 06/06/2023]
Abstract
Contrast enhancement by an extracellular-fluid contrast agent (CA) (Gd-DOTA) depends primarily on the blood-brain-barrier permeability (bp), and transverse-relaxation change caused by intravascular T2 CA (superparamagnetic iron oxide nanoparticles, SPIONs) is closely associated with the blood volume (BV). Pharmacokinetic (PK) vascular characterization based on single-CA-using dynamic contrast-enhanced MRI (DCE-MRI) has shown significant measurement variation according to the molecular size of the CA. Based on this recognition, this study used a dual injection of Gd-DOTA and SPIONs for tracing the changes of bp and BV in C6 glioma growth (Days 1 and 7 after the tumor volume reached 2 mL). bp was quantified according to the non-PK parameters of Gd-DOTA-using DCE-MRI (wash-in rate, maximum enhancement ratio and initial area under the enhancement curve (IAUC)). BV was estimated by SPION-induced ΔR2 * and ΔR2 . With validated measurement reliability of all the parameters (coefficients of variation ≤10%), dual-contrast MRI demonstrated a different region-oriented distribution between Gd-DOTA and SPIONs within a tumor as follows: (a) the BV increased stepwise from the tumor center to the periphery; (b) the tumor periphery maintained the augmented BV to support continuous tumor expansion from Day 1 to Day 7; (c) the internal tumor area underwent significant vascular shrinkage (i.e. decreased ΔR2 and ΔR2 ) as the tumor increased in size; (d) the tumor center showed greater bp-indicating parameters, i.e. wash-in rate, maximum enhancement ratio and IAUC, than the periphery on both Days 1 and 7 and (e) the tumor center showed a greater increase of bp than the tumor periphery in tumor growth, as suggested to support tumor viability when there is insufficient blood supply. In the MRI-histologic correlation, a prominent BV increase in the tumor periphery seen in MRI was verified with increased fluorescein isothiocyanate-dextran signals and up-regulated immunoreactivity of CD31-VEGFR. In conclusion, the spatiotemporal alterations of BV and bp in glioblastoma growth, i.e. augmented BV in the tumor periphery and increased bp in the center, can be sufficiently evaluated by MRI with dual injection of extracellular-fluid Gd chelates and intravascular SPION.
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Affiliation(s)
- Jin Hee Kim
- Department of Radiology, Research Institute of Radiology, Bioimaging Infrastructure, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Ji-Yeon Suh
- Department of Radiology, Research Institute of Radiology, Bioimaging Infrastructure, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
- Center for Bioimaging of New Drug Development, Asan Institute for life Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Dong-Cheol Woo
- Department of Radiology, Research Institute of Radiology, Bioimaging Infrastructure, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
- Center for Bioimaging of New Drug Development, Asan Institute for life Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Yu Sub Sung
- Department of Radiology, Research Institute of Radiology, Bioimaging Infrastructure, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
- Center for Bioimaging of New Drug Development, Asan Institute for life Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Woo-Chan Son
- Center for Bioimaging of New Drug Development, Asan Institute for life Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Yoon Seok Choi
- Center for Bioimaging of New Drug Development, Asan Institute for life Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Sang Joon Pae
- Department of Surgery, National Health Insurance Service, Ilsan, South Korea
| | - Jeong Kon Kim
- Department of Radiology, Research Institute of Radiology, Bioimaging Infrastructure, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
- Center for Bioimaging of New Drug Development, Asan Institute for life Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
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18
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Boult JKR, Borri M, Jury A, Popov S, Box G, Perryman L, Eccles SA, Jones C, Robinson SP. Investigating intracranial tumour growth patterns with multiparametric MRI incorporating Gd-DTPA and USPIO-enhanced imaging. NMR IN BIOMEDICINE 2016; 29:1608-1617. [PMID: 27671990 PMCID: PMC5082561 DOI: 10.1002/nbm.3594] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/08/2015] [Revised: 07/06/2016] [Accepted: 07/07/2016] [Indexed: 06/06/2023]
Abstract
High grade and metastatic brain tumours exhibit considerable spatial variations in proliferation, angiogenesis, invasion, necrosis and oedema. Vascular heterogeneity arising from vascular co-option in regions of invasive growth (in which the blood-brain barrier remains intact) and neoangiogenesis is a major challenge faced in the assessment of brain tumours by conventional MRI. A multiparametric MRI approach, incorporating native measurements and both Gd-DTPA (Magnevist) and ultrasmall superparamagnetic iron oxide (P904)-enhanced imaging, was used in combination with histogram and unsupervised cluster analysis using a k-means algorithm to examine the spatial distribution of vascular parameters, water diffusion characteristics and invasion in intracranially propagated rat RG2 gliomas and human MDA-MB-231 LM2-4 breast adenocarcinomas in mice. Both tumour models presented with higher ΔR1 (the change in transverse relaxation rate R1 induced by Gd-DTPA), fractional blood volume (fBV) and apparent diffusion coefficient than uninvolved regions of the brain. MDA-MB-231 LM2-4 tumours were less densely cellular than RG2 tumours and exhibited substantial local invasion, associated with oedema, whereas invasion in RG2 tumours was minimal. These additional features were reflected in the more heterogeneous appearance of MDA-MB-231 LM2-4 tumours on T2 -weighted images and maps of functional MRI parameters. Unsupervised cluster analysis separated subregions with distinct functional properties; areas with a low fBV and relatively impermeable blood vessels (low ΔR1 ) were predominantly located at the tumour margins, regions of MDA-MB-231 LM2-4 tumours with relatively high levels of water diffusion and low vascular permeability and/or fBV corresponded to histologically identified regions of invasion and oedema, and areas of mismatch between vascular permeability and blood volume were identified. We demonstrate that dual contrast MRI and evaluation of tissue diffusion properties, coupled with cluster analysis, allows for the assessment of heterogeneity within invasive brain tumours and the designation of functionally diverse subregions that may provide more informative predictive biomarkers.
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Affiliation(s)
- Jessica K R Boult
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK.
| | - Marco Borri
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK
- Royal Marsden NHS Foundation Trust, Sutton, Surrey, UK
| | - Alexa Jury
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Sergey Popov
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Gary Box
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Lara Perryman
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Suzanne A Eccles
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Chris Jones
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Simon P Robinson
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK
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19
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Karageorgis A, Dufort S, Sancey L, Henry M, Hirsjärvi S, Passirani C, Benoit JP, Gravier J, Texier I, Montigon O, Benmerad M, Siroux V, Barbier EL, Coll JL. An MRI-based classification scheme to predict passive access of 5 to 50-nm large nanoparticles to tumors. Sci Rep 2016; 6:21417. [PMID: 26892874 PMCID: PMC4759815 DOI: 10.1038/srep21417] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2015] [Accepted: 01/20/2016] [Indexed: 01/09/2023] Open
Abstract
Nanoparticles are useful tools in oncology because of their capacity to passively accumulate in tumors in particular via the enhanced permeability and retention (EPR) effect. However, the importance and reliability of this effect remains controversial and quite often unpredictable. In this preclinical study, we used optical imaging to detect the accumulation of three types of fluorescent nanoparticles in eight different subcutaneous and orthotopic tumor models, and dynamic contrast-enhanced and vessel size index Magnetic Resonance Imaging (MRI) to measure the functional parameters of these tumors. The results demonstrate that the permeability and blood volume fraction determined by MRI are useful parameters for predicting the capacity of a tumor to accumulate nanoparticles. Translated to a clinical situation, this strategy could help anticipate the EPR effect of a particular tumor and thus its accessibility to nanomedicines.
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Affiliation(s)
- Anastassia Karageorgis
- INSERM U823, Institut Albert Bonniot, Grenoble, France.,Université Joseph Fourier UJF, Grenoble, France
| | - Sandrine Dufort
- INSERM U823, Institut Albert Bonniot, Grenoble, France.,Université Joseph Fourier UJF, Grenoble, France.,Nano-H S.A.S., Saint Quentin - Fallavier, France
| | - Lucie Sancey
- INSERM U823, Institut Albert Bonniot, Grenoble, France.,Université Joseph Fourier UJF, Grenoble, France
| | - Maxime Henry
- INSERM U823, Institut Albert Bonniot, Grenoble, France.,Université Joseph Fourier UJF, Grenoble, France
| | | | | | | | - Julien Gravier
- CEA-LETI MINATEC/DTBS, Grenoble, France.,Université Grenoble Alpes, Grenoble, France
| | - Isabelle Texier
- CEA-LETI MINATEC/DTBS, Grenoble, France.,Université Grenoble Alpes, Grenoble, France
| | - Olivier Montigon
- Université Joseph Fourier UJF, Grenoble, France.,INSERM U836, Grenoble Institut des Neurosciences, Grenoble, France
| | - Mériem Benmerad
- INSERM U823, Institut Albert Bonniot, Grenoble, France.,Université Joseph Fourier UJF, Grenoble, France
| | - Valérie Siroux
- INSERM U823, Institut Albert Bonniot, Grenoble, France.,Université Joseph Fourier UJF, Grenoble, France
| | - Emmanuel L Barbier
- Université Joseph Fourier UJF, Grenoble, France.,INSERM U836, Grenoble Institut des Neurosciences, Grenoble, France
| | - Jean-Luc Coll
- INSERM U823, Institut Albert Bonniot, Grenoble, France.,Université Joseph Fourier UJF, Grenoble, France
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20
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Arami H, Khandhar A, Liggitt D, Krishnan KM. In vivo delivery, pharmacokinetics, biodistribution and toxicity of iron oxide nanoparticles. Chem Soc Rev 2015; 44:8576-607. [PMID: 26390044 PMCID: PMC4648695 DOI: 10.1039/c5cs00541h] [Citation(s) in RCA: 492] [Impact Index Per Article: 54.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Iron oxide nanoparticles (IONPs) have been extensively used during the last two decades, either as effective bio-imaging contrast agents or as carriers of biomolecules such as drugs, nucleic acids and peptides for controlled delivery to specific organs and tissues. Most of these novel applications require elaborate tuning of the physiochemical and surface properties of the IONPs. As new IONPs designs are envisioned, synergistic consideration of the body's innate biological barriers against the administered nanoparticles and the short and long-term side effects of the IONPs become even more essential. There are several important criteria (e.g. size and size-distribution, charge, coating molecules, and plasma protein adsorption) that can be effectively tuned to control the in vivo pharmacokinetics and biodistribution of the IONPs. This paper reviews these crucial parameters, in light of biological barriers in the body, and the latest IONPs design strategies used to overcome them. A careful review of the long-term biodistribution and side effects of the IONPs in relation to nanoparticle design is also given. While the discussions presented in this review are specific to IONPs, some of the information can be readily applied to other nanoparticle systems, such as gold, silver, silica, calcium phosphates and various polymers.
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Affiliation(s)
- Hamed Arami
- Department of Materials Science and Engineering, University of Washington, Seattle, Washington, 98195
| | - Amit Khandhar
- Department of Materials Science and Engineering, University of Washington, Seattle, Washington, 98195
| | - Denny Liggitt
- Department of Comparative Medicine, University of Washington School of Medicine, Seattle, Washington, 98195
| | - Kannan M. Krishnan
- Department of Materials Science and Engineering, University of Washington, Seattle, Washington, 98195
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21
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Niendorf T, Pohlmann A, Reimann HM, Waiczies H, Peper E, Huelnhagen T, Seeliger E, Schreiber A, Kettritz R, Strobel K, Ku MC, Waiczies S. Advancing Cardiovascular, Neurovascular, and Renal Magnetic Resonance Imaging in Small Rodents Using Cryogenic Radiofrequency Coil Technology. Front Pharmacol 2015; 6:255. [PMID: 26617515 PMCID: PMC4642111 DOI: 10.3389/fphar.2015.00255] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Accepted: 10/19/2015] [Indexed: 12/11/2022] Open
Abstract
Research in pathologies of the brain, heart and kidney have gained immensely from the plethora of studies that have helped shape new methods in magnetic resonance (MR) for characterizing preclinical disease models. Methodical probing into preclinical animal models by MR is invaluable since it allows a careful interpretation and extrapolation of data derived from these models to human disease. In this review we will focus on the applications of cryogenic radiofrequency (RF) coils in small animal MR as a means of boosting image quality (e.g., by supporting MR microscopy) and making data acquisition more efficient (e.g., by reducing measuring time); both being important constituents for thorough investigational studies on animal models of disease. This review attempts to make the (bio)medical imaging, molecular medicine, and pharmaceutical communities aware of this productive ferment and its outstanding significance for anatomical and functional MR in small rodents. The goal is to inspire a more intense interdisciplinary collaboration across the fields to further advance and progress non-invasive MR methods that ultimately support thorough (patho)physiological characterization of animal disease models. In this review, current and potential future applications for the RF coil technology in cardiovascular, neurovascular, and renal disease will be discussed.
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Affiliation(s)
- Thoralf Niendorf
- Berlin Ultrahigh Field Facility, Max Delbrück Center for Molecular Medicine in the Helmholtz AssociationBerlin, Germany
- German Centre for Cardiovascular ResearchBerlin, Germany
| | - Andreas Pohlmann
- Berlin Ultrahigh Field Facility, Max Delbrück Center for Molecular Medicine in the Helmholtz AssociationBerlin, Germany
| | - Henning M. Reimann
- Berlin Ultrahigh Field Facility, Max Delbrück Center for Molecular Medicine in the Helmholtz AssociationBerlin, Germany
| | | | - Eva Peper
- Berlin Ultrahigh Field Facility, Max Delbrück Center for Molecular Medicine in the Helmholtz AssociationBerlin, Germany
| | - Till Huelnhagen
- Berlin Ultrahigh Field Facility, Max Delbrück Center for Molecular Medicine in the Helmholtz AssociationBerlin, Germany
| | - Erdmann Seeliger
- Center for Cardiovascular Research, Institute of Physiology, Charité—Universitätsmedizin BerlinBerlin, Germany
| | - Adrian Schreiber
- Clinic for Nephrology and Intensive Care Medicine, Charité Medical Faculty and Experimental and Clinical Research CenterBerlin, Germany
| | - Ralph Kettritz
- Clinic for Nephrology and Intensive Care Medicine, Charité Medical Faculty and Experimental and Clinical Research CenterBerlin, Germany
| | | | - Min-Chi Ku
- Berlin Ultrahigh Field Facility, Max Delbrück Center for Molecular Medicine in the Helmholtz AssociationBerlin, Germany
| | - Sonia Waiczies
- Berlin Ultrahigh Field Facility, Max Delbrück Center for Molecular Medicine in the Helmholtz AssociationBerlin, Germany
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Iv M, Telischak N, Feng D, Holdsworth SJ, Yeom KW, Daldrup-Link HE. Clinical applications of iron oxide nanoparticles for magnetic resonance imaging of brain tumors. Nanomedicine (Lond) 2015; 10:993-1018. [PMID: 25867862 DOI: 10.2217/nnm.14.203] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Current neuroimaging provides detailed anatomic and functional evaluation of brain tumors, allowing for improved diagnostic and prognostic capabilities. Some challenges persist even with today's advanced imaging techniques, including accurate delineation of tumor margins and distinguishing treatment effects from residual or recurrent tumor. Ultrasmall superparamagnetic iron oxide nanoparticles are an emerging tool that can add clinically useful information due to their distinct physiochemical features and biodistribution, while having a good safety profile. Nanoparticles can be used as a platform for theranostic drugs, which have shown great promise for the treatment of CNS malignancies. This review will provide an overview of clinical ultrasmall superparamagnetic iron oxides and how they can be applied to the diagnostic and therapeutic neuro-oncologic setting.
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Affiliation(s)
- Michael Iv
- Department of Radiology, Stanford University & Stanford University Medical Center, Stanford, CA 94305, USA
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23
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Kwon HJ, Shim WH, Cho G, Cho HJ, Jung HS, Lee CK, Lee YS, Baek JH, Kim EJ, Suh JY, Sung YS, Woo DC, Kim YR, Kim JK. Simultaneous evaluation of vascular morphology, blood volume and transvascular permeability using SPION-based, dual-contrast MRI: imaging optimization and feasibility test. NMR IN BIOMEDICINE 2015; 28:624-632. [PMID: 25865029 DOI: 10.1002/nbm.3293] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Revised: 03/03/2015] [Accepted: 03/04/2015] [Indexed: 06/04/2023]
Abstract
Exploiting ultrashort-T(E) (UTE) MRI, T1-weighted positive contrast can be obtained from superparamagnetic iron oxide nanoparticles (SPIONs), which are widely used as a robust T2-weighted, negative contrast agent on conventional MR images. Our study was designed (a) to optimize the dual-contrast MRI method using SPIONs and (b) to validate the feasibility of simultaneously evaluating the vascular morphology, blood volume and transvascular permeability using the dual-contrast effect of SPIONs. All studies were conducted using 3 T MRI. According to numerical simulation, 0.15 mM was the optimal blood SPION concentration for visualizing the positive contrast effect using UTE MRI (T(E) = 0.09 ms), and a flip angle of 40° could provide sufficient SPION-induced enhancement and acceptable measurement noise for UTE MR angiography. A pharmacokinetic study showed that this concentration can be steadily maintained from 30 to 360 min after the injection of 29 mg/kg of SPIONs. An in vivo study using these settings displayed image quality and CNR of SPION-enhanced UTE MR angiography (image quality score 3.5; CNR 146) comparable to those of the conventional, Gd-enhanced method (image quality score 3.8; CNR 148) (p > 0.05). Using dual-contrast MR images obtained from SPION-enhanced UTE and conventional spin- and gradient-echo methods, the transvascular permeability (water exchange index 1.76-1.77), cerebral blood volume (2.58-2.60%) and vessel caliber index (3.06-3.10) could be consistently quantified (coefficient of variation less than 9.6%; Bland-Altman 95% limits of agreement 0.886-1.111) and were similar to the literature values. Therefore, using the optimized setting of combined SPION-based MRI techniques, the vascular morphology, blood volume and transvascular permeability can be comprehensively evaluated during a single session of MR examination.
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Affiliation(s)
- Heon-Ju Kwon
- Department of Radiology, Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Asan Institute for Life Sciences, Seoul, South Korea
- Department of Radiology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Woo Hyun Shim
- Department of Radiology, Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Asan Institute for Life Sciences, Seoul, South Korea
| | - Gyunggoo Cho
- Division of Magnetic Resonance, Korea Basic Science Institute, Cheongwon, Chungbuk, South Korea
| | - Hyung Joon Cho
- Ulsan National Institute of Science and Technology, Ulsan, South Korea
| | - Hoe Su Jung
- Ulsan National Institute of Science and Technology, Ulsan, South Korea
| | - Chang Kyung Lee
- Department of Radiology, Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Asan Institute for Life Sciences, Seoul, South Korea
- Division of Magnetic Resonance, Korea Basic Science Institute, Cheongwon, Chungbuk, South Korea
| | - Yong Seok Lee
- Department of Radiology, Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Asan Institute for Life Sciences, Seoul, South Korea
- Division of Magnetic Resonance, Korea Basic Science Institute, Cheongwon, Chungbuk, South Korea
| | - Jin Hee Baek
- Department of Radiology, Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Asan Institute for Life Sciences, Seoul, South Korea
- Division of Magnetic Resonance, Korea Basic Science Institute, Cheongwon, Chungbuk, South Korea
| | | | - Ji-Yeon Suh
- Division of Magnetic Resonance, Korea Basic Science Institute, Cheongwon, Chungbuk, South Korea
| | - Yu Sub Sung
- Department of Radiology, Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Asan Institute for Life Sciences, Seoul, South Korea
| | - Dong-Cheol Woo
- Department of Radiology, Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Asan Institute for Life Sciences, Seoul, South Korea
| | - Young Ro Kim
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, USA
| | - Jeong Kon Kim
- Department of Radiology, Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Asan Institute for Life Sciences, Seoul, South Korea
- Division of Magnetic Resonance, Korea Basic Science Institute, Cheongwon, Chungbuk, South Korea
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Hsiao JK, Wu HC, Liu HM, Yu A, Lin CT. A multifunctional peptide for targeted imaging and chemotherapy for nasopharyngeal and breast cancers. NANOMEDICINE-NANOTECHNOLOGY BIOLOGY AND MEDICINE 2015; 11:1425-34. [PMID: 25881740 DOI: 10.1016/j.nano.2015.03.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2014] [Revised: 01/12/2015] [Accepted: 03/25/2015] [Indexed: 11/29/2022]
Abstract
UNLABELLED The L-peptide plays a role as a universal ligand binding specifically to nasopharyngeal carcinoma (NPC) and other cancers but not normal cells. It was used to link iron oxide nanoparticles, and injected intravenously to SCID mice bearing NPC and breast cancer xenografts for MR analysis, and showed significant change of MR signal intensity in the xenograft regions. Using this conjugate as a ligand to localize the L-peptide targeted protein in the cancer surgical specimens, a clear reaction product was identified in the tumor cells of both cancer types. If the L-peptide-linked-liposomal doxorubicin was used to treat the SCID mice bearing other NPC or breast cancer xenograft, a high efficacy of chemotherapy with minimal adverse effect was observed. In conclusion, the L-peptide has a considerable potential for clinical usage for targeted imaging, peptide histochemical localization of targeted protein, and targeted chemotherapy for different cancer types. FROM THE CLINICAL EDITOR Targeted chemotherapy to cancer cells will enable maximum drug delivery but minimal systemic side effects. In this article, the authors identified a protein, L-peptide, on tumor cells. They also subsequently confirmed the specificity of this protein in animal experiments using iron oxide nanoparticles. The discovery of this marker could lead to future development of better chemotherapy.
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Affiliation(s)
- Jong-Kai Hsiao
- Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan
| | - Hang-Chung Wu
- Institute of Cellular and Organismic Biology, Academia Sinica, Taipei, Taiwan; Institute of Pathology, College of Medicine, National Taiwan University, Taipei, Taiwan.
| | - Hon-Man Liu
- Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan
| | - Alice Yu
- Genomic Research Center, Academia Sinica, Taipei, Taiwan
| | - Chin-Tarng Lin
- Department of Pathology, National Taiwan University Hospital, Taipei, Taiwan; Institute of Pathology, College of Medicine, National Taiwan University, Taipei, Taiwan.
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25
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Jacobs I, Strijkers GJ, Keizer HM, Janssen HM, Nicolay K, Schabel MC. A novel approach to tracer-kinetic modeling for (macromolecular) dynamic contrast-enhanced MRI. Magn Reson Med 2015; 75:1142-53. [PMID: 25846802 DOI: 10.1002/mrm.25704] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Revised: 02/26/2015] [Accepted: 02/26/2015] [Indexed: 12/21/2022]
Abstract
PURPOSE To develop a novel tracer-kinetic modeling approach for multi-agent dynamic contrast-enhanced MRI (DCE-MRI) that facilitates separate estimation of parameters characterizing blood flow and microvascular permeability within one individual. METHODS Monte Carlo simulations were performed to investigate the performance of the constrained multi-agent model. Subsequently, multi-agent DCE-MRI was performed on tumor-bearing mice (n = 5) on a 7T Bruker scanner on three measurement days, in which two dendrimer-based contrast agents having high and intermediate molecular weight, respectively, along with gadoterate meglumine, were sequentially injected within one imaging session. Multi-agent data were simultaneously fit with the gamma capillary transit time model. Blood flow, mean capillary transit time, and bolus arrival time were constrained to be identical between the boluses, while extraction fractions and washout rate constants were separately determined for each agent. RESULTS Simulations showed that constrained multi-agent model regressions led to less uncertainty and bias in estimated tracer-kinetic parameters compared with single-bolus modeling. The approach was successfully applied in vivo, and significant differences in the extraction fraction and washout rate constant between the agents, dependent on their molecular weight, were consistently observed. CONCLUSION A novel multi-agent tracer-kinetic modeling approach that enforces self-consistency of model parameters and can robustly characterize tumor vascular status was demonstrated.
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Affiliation(s)
- Igor Jacobs
- Biomedical NMR, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands
| | - Gustav J Strijkers
- Biomedical NMR, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands.,Biomedical Engineering and Physics, Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
| | | | | | - Klaas Nicolay
- Biomedical NMR, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands
| | - Matthias C Schabel
- Advanced Imaging Research Center, Oregon Health & Science University, Portland, Oregon, USA.,Utah Center for Advanced Imaging Research, University of Utah, Salt Lake City, Utah, USA
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Han SH, Cho JH, Jung HS, Suh JY, Kim JK, Kim YR, Cho G, Cho H. Robust MR assessment of cerebral blood volume and mean vessel size using SPION-enhanced ultrashort echo acquisition. Neuroimage 2015; 112:382-389. [PMID: 25818683 DOI: 10.1016/j.neuroimage.2015.03.042] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Revised: 03/13/2015] [Accepted: 03/16/2015] [Indexed: 01/21/2023] Open
Abstract
Intravascular superparamagnetic iron oxide nanoparticles (SPION)-enhanced MR transverse relaxation rates (∆R2(⁎) and ∆R2) are widely used to investigate in vivo vascular parameters, such as the cerebral blood volume (CBV), microvascular volume (MVV), and mean vessel size index (mVSI, ∆R2(⁎)/∆R2). Although highly efficient, regional comparison of vascular parameters acquired using gradient-echo based ∆R2(⁎) is hampered by its high sensitivity to magnetic field perturbations arising from air-tissue interfaces and large vessels. To minimize such demerits, we took advantage of the dual contrast property of SPION and both theoretically and experimentally verified the direct benefit of replacing gradient-echo based ∆R2(⁎) measurement with ultra-short echo time (UTE)-based ∆R1 contrast to generate the robust CBV and mVSI maps. The UTE acquisition minimized the local measurement errors from susceptibility perturbations and enabled dose-independent CBV measurement using the vessel/tissue ∆R1 ratio, while independent spin-echo acquisition enabled simultaneous ∆R2 measurement and mVSI calculation of the cortex, cerebellum, and olfactory bulb, which are animal brain regions typified by significant susceptibility-associated measurement errors.
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Affiliation(s)
- S H Han
- Ulsan National Institute of Science and Technology, Ulsan, South Korea
| | - J H Cho
- Ulsan National Institute of Science and Technology, Ulsan, South Korea
| | - H S Jung
- Ulsan National Institute of Science and Technology, Ulsan, South Korea
| | - J Y Suh
- Korea Basic Science Institute, Ochang, South Korea
| | - J K Kim
- Asan Medical Center, Seoul, South Korea
| | - Y R Kim
- Martinos Center for Biomedical Imaging, Charlestown, MA, USA
| | - G Cho
- Korea Basic Science Institute, Ochang, South Korea
| | - H Cho
- Ulsan National Institute of Science and Technology, Ulsan, South Korea.
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Kellner E, Breyer T, Gall P, Müller K, Trippel M, Staszewski O, Stein F, Saborowski O, Dyakova O, Urbach H, Kiselev VG, Mader I. MR evaluation of vessel size imaging of human gliomas: Validation by histopathology. J Magn Reson Imaging 2015; 42:1117-25. [PMID: 25683112 DOI: 10.1002/jmri.24864] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Accepted: 01/19/2015] [Indexed: 11/10/2022] Open
Abstract
PURPOSE To compare the vessel size and the cerebral blood volume in human gliomas with histopathology. Vessel size imaging (VSI) is a dynamic susceptibility contrast method for the assessment of the vessel size in normal and pathological tissue. Previous publications in rodents showed a satisfactory conformity with the vessel size derived from histopathology. To assess the clinical value, further, the progression-free interval was determined and correlated. MATERIALS AND METHODS Twenty-five gliomas (WHO grade °II [n = 10], °III [n = 3], °IV [n = 12]) were prospectively included and received a stereotaxic biopsy after VSI. The vessel size and the cerebral blood volume (CBV) were calculated in regions of interest at the tumor edge and correlated with the vessel size measured by histopathology. RESULTS Both VSI and CBV showed a good correlation with the vessel size in histopathology (up to r = 0.84, P < 0.001, and r = 0.62, P < 0.001, respectively). Slope and offset of the linear regression (y = 0.77x + 0.36 μm) suggest that the size of normal capillaries is overestimated with VSI, while for grossly enlarged vessels an underestimation occurs. Both VSI and CBV were negatively correlated with the progression-free interval (r = -0.57, P = 0.008, and r = -0.50, P = 0.025, respectively). CONCLUSION The correlation between VSI and vessel size from histopathology is in good accordance with the animal studies. The overestimation of small capillary sizes is also known from the animal trials. Vessel size and CBV showed similar results, both for the correlation with the histopathological vessel size and the progression-free interval.
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Affiliation(s)
- Elias Kellner
- Department of Radiology, Medical Physics, University Medical Center Freiburg, Germany
| | - Tobias Breyer
- Department of Neuroradiology, University Medical Center Freiburg, Germany
| | - Peter Gall
- Siemens AG, Healthcare Sector, Erlangen, Germany
| | - Klaus Müller
- Department of Neuropathology, University Medical Center Freiburg, Germany
| | - Michael Trippel
- Department of Stereotactic Neurosurgery, University Medical Center Freiburg, Germany
| | - Ori Staszewski
- Department of Neuropathology, University Medical Center Freiburg, Germany
| | - Florian Stein
- Department of Neuropathology, University Medical Center Freiburg, Germany
| | - Olaf Saborowski
- Department of Neuroradiology, University Medical Center Freiburg, Germany
| | - Olga Dyakova
- Department of Radiology, Medical Physics, University Medical Center Freiburg, Germany
| | - Horst Urbach
- Department of Neuroradiology, University Medical Center Freiburg, Germany
| | - Valerij G Kiselev
- Department of Radiology, Medical Physics, University Medical Center Freiburg, Germany
| | - Irina Mader
- Department of Neuroradiology, University Medical Center Freiburg, Germany
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28
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Jung H, Park B, Lee C, Cho J, Suh J, Park J, Kim Y, Kim J, Cho G, Cho H. Dual MRI T1 and T2(⁎) contrast with size-controlled iron oxide nanoparticles. NANOMEDICINE-NANOTECHNOLOGY BIOLOGY AND MEDICINE 2014; 10:1679-89. [DOI: 10.1016/j.nano.2014.05.003] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2013] [Revised: 04/14/2014] [Accepted: 05/05/2014] [Indexed: 11/27/2022]
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Emblem KE, Farrar CT, Gerstner ER, Batchelor TT, Borra RJH, Rosen BR, Sorensen AG, Jain RK. Vessel caliber--a potential MRI biomarker of tumour response in clinical trials. Nat Rev Clin Oncol 2014; 11:566-84. [PMID: 25113840 PMCID: PMC4445139 DOI: 10.1038/nrclinonc.2014.126] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Our understanding of the importance of blood vessels and angiogenesis in cancer has increased considerably over the past decades, and the assessment of tumour vessel calibre and structure has become increasingly important for in vivo monitoring of therapeutic response. The preferred method for in vivo imaging of most solid cancers is MRI, and the concept of vessel-calibre MRI has evolved since its initial inception in the early 1990s. Almost a quarter of a century later, unlike traditional contrast-enhanced MRI techniques, vessel-calibre MRI remains widely inaccessible to the general clinical community. The narrow availability of the technique is, in part, attributable to limited awareness and a lack of imaging standardization. Thus, the role of vessel-calibre MRI in early phase clinical trials remains to be determined. By contrast, regulatory approvals of antiangiogenic agents that are not directly cytotoxic have created an urgent need for clinical trials incorporating advanced imaging analyses, going beyond traditional assessments of tumour volume. To this end, we review the field of vessel-calibre MRI and summarize the emerging evidence supporting the use of this technique to monitor response to anticancer therapy. We also discuss the potential use of this biomarker assessment in clinical imaging trials and highlight relevant avenues for future research.
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Affiliation(s)
- Kyrre E Emblem
- The Intervention Centre, Oslo University Hospital, Sognsvannsveien 20, 0372 Oslo, Norway
| | - Christian T Farrar
- Department of Radiology and Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, USA
| | - Elizabeth R Gerstner
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, 100 Blossom Street, Boston, MA 02114, USA
| | - Tracy T Batchelor
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, 100 Blossom Street, Boston, MA 02114, USA
| | - Ronald J H Borra
- Department of Radiology and Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, USA
| | - Bruce R Rosen
- Department of Radiology and Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, USA
| | - A Gregory Sorensen
- Siemens Healthcare Health Services, 51 Valley Stream Parkway, Malvern, PA 19355, USA
| | - Rakesh K Jain
- Edwin L. Steele Laboratory of Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, 100 Blossom Street, Boston, MA 02114, USA
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Troprès I, Pannetier N, Grand S, Lemasson B, Moisan A, Péoc'h M, Rémy C, Barbier EL. Imaging the microvessel caliber and density: Principles and applications of microvascular MRI. Magn Reson Med 2014; 73:325-41. [DOI: 10.1002/mrm.25396] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2014] [Revised: 07/08/2014] [Accepted: 07/11/2014] [Indexed: 12/22/2022]
Affiliation(s)
- Irène Troprès
- IRMaGe; Université Grenoble Alpes; Grenoble France
- UMS 3552; CNRS; Grenoble France
- US 017; INSERM; Grenoble France
- IRMaGe, Hôpital Michallon; Centre Hospitalier Universitaire de Grenoble; Grenoble France
- Université Joseph Fourier; Grenoble Institut des Neurosciences; Grenoble France. INSERM; U836 Grenoble France
| | - Nicolas Pannetier
- Université Joseph Fourier; Grenoble Institut des Neurosciences; Grenoble France
- INSERM; U836 Grenoble France
| | - Sylvie Grand
- Université Joseph Fourier; Grenoble Institut des Neurosciences; Grenoble France
- INSERM; U836 Grenoble France
- CLUNI, Hôpital Michallon; Centre Hospitalier Universitaire de Grenoble; Grenoble France
| | - Benjamin Lemasson
- Université Joseph Fourier; Grenoble Institut des Neurosciences; Grenoble France
- INSERM; U836 Grenoble France
| | - Anaïck Moisan
- Université Joseph Fourier; Grenoble Institut des Neurosciences; Grenoble France
- INSERM; U836 Grenoble France
| | - Michel Péoc'h
- Service d'anatomo-pathologie; Centre Hospitalier Universitaire de Saint Etienne; Saint-Etienne France
- EA 2521; Université Jean Monnet; Saint-Etienne France
| | - Chantal Rémy
- Université Joseph Fourier; Grenoble Institut des Neurosciences; Grenoble France
- INSERM; U836 Grenoble France
| | - Emmanuel L. Barbier
- Université Joseph Fourier; Grenoble Institut des Neurosciences; Grenoble France
- INSERM; U836 Grenoble France
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Stokes AM, Skinner JT, Quarles CC. Assessment of a combined spin- and gradient-echo (SAGE) DSC-MRI method for preclinical neuroimaging. Magn Reson Imaging 2014; 32:1181-90. [PMID: 25172987 DOI: 10.1016/j.mri.2014.08.027] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2014] [Revised: 07/30/2014] [Accepted: 08/09/2014] [Indexed: 11/28/2022]
Abstract
The goal of this study was to optimize and validate a combined spin- and gradient-echo (SAGE) sequence for dynamic susceptibility-contrast magnetic resonance imaging to obtain hemodynamic parameters in a preclinical setting. The SAGE EPI sequence was applied in phantoms and in vivo rat brain (normal, tumor, and stroke tissue). Partial and full Fourier encoding schemes were implemented and characterized. Maps of cerebral blood volume (CBV), cerebral blood flow (CBF), mean transit time (MTT), vessel size index (VSI), volume transfer constant (K(trans)), and volume fraction of the extravascular extracellular space (ve) were obtained. Partial Fourier encoding provided shortened echo times with acceptable signal-to-noise ratio and temporal stability, thus enabling reliable characterization of T2, T2(*) and T1 in both phantoms and rat brain. The hemodynamic parameters CBV, CBF, and MTT for gradient-echo and spin-echo contrast were determined in tumor and stroke; VSI, K(trans), and ve were also computed in tumor tissue. The SAGE EPI sequence allows the acquisition of multiple gradient- and spin-echoes, from which measures of perfusion, permeability, and vessel size can be obtained in a preclinical setting. Partial Fourier encoding can be used to minimize SAGE echo times and reliably quantify dynamic T2 and T2(*) changes. This acquisition provides a more comprehensive assessment of hemodynamic status in brain tissue with vascular and perfusion abnormalities.
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Affiliation(s)
- Ashley M Stokes
- Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN 37232, USA; Institute of Imaging Science, Vanderbilt University, Nashville, TN 37232, USA
| | - Jack T Skinner
- Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN 37232, USA; Institute of Imaging Science, Vanderbilt University, Nashville, TN 37232, USA
| | - C Chad Quarles
- Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN 37232, USA; Institute of Imaging Science, Vanderbilt University, Nashville, TN 37232, USA.
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32
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Focused ultrasound simultaneous irradiation/MRI imaging, and two-stage general kinetic model. PLoS One 2014; 9:e100280. [PMID: 24949997 PMCID: PMC4064987 DOI: 10.1371/journal.pone.0100280] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2013] [Accepted: 05/26/2014] [Indexed: 11/19/2022] Open
Abstract
Many studies have investigated how to use focused ultrasound (FUS) to temporarily disrupt the blood-brain barrier (BBB) in order to facilitate the delivery of medication into lesion sites in the brain. In this study, through the setup of a real-time system, FUS irradiation and injections of ultrasound contrast agent (UCA) and Gadodiamide (Gd, an MRI contrast agent) can be conducted simultaneously during MRI scanning. By using this real-time system, we were able to investigate in detail how the general kinetic model (GKM) is used to estimate Gd penetration in the FUS irradiated area in a rat's brain resulting from UCA concentration changes after single FUS irradiation. Two-stage GKM was proposed to estimate the Gd penetration in the FUS irradiated area in a rat's brain under experimental conditions with repeated FUS irradiation combined with different UCA concentrations. The results showed that the focal increase in the transfer rate constant of Ktrans caused by BBB disruption was dependent on the doses of UCA. Moreover, the amount of in vivo penetration of Evans blue in the FUS irradiated area in a rat's brain under various FUS irradiation experimental conditions was assessed to show the positive correlation with the transfer rate constants. Compared to the GKM method, the Two-stage GKM is more suitable for estimating the transfer rate constants of the brain treated with repeated FUS irradiations. This study demonstrated that the entire process of BBB disrupted by FUS could be quantitatively monitored by real-time dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI).
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Wegscheid ML, Morshed RA, Cheng Y, Lesniak MS. The art of attraction: applications of multifunctional magnetic nanomaterials for malignant glioma. Expert Opin Drug Deliv 2014; 11:957-75. [PMID: 24766329 DOI: 10.1517/17425247.2014.912629] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
INTRODUCTION Malignant gliomas remain one of medicine's most daunting unsolved clinical problems. The development of new technologies is urgently needed to improve the poor prognosis of patients suffering from these brain tumors. Magnetic nanomaterials are appealing due to unique properties that allow for noninvasive brain tumor diagnostics and therapeutics in one multifunctional platform. AREAS COVERED We report on the recent advances of magnetic nanomaterials for brain tumor imaging and therapy, with an emphasis on novel approaches and clinical progress. We detail their biomedical applications including brain tumor targeting, MRI contrast enhancement, optical imaging, magnetic hyperthermia, magnetomechanical destruction, drug delivery, gene therapy, as well as tracking of cell-based and viral-based therapies. The clinical cases and obstacles encountered in the use of magnetic nanomaterials for malignant glioma are also examined. EXPERT OPINION To accelerate the effective translation of these materials to the clinic as theranostics for brain tumors, limitations such as poor intratumoral distribution, targeting efficiency and nonspecific systemic side effects must be addressed. Future innovations should focus on optimizing and combining the unique therapeutic applications of these magnetic nanomaterials as well as improving the selectivity of the system based on the molecular profiling of tumors.
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Sarraf M, Perles-Barbacaru AT, Nissou MF, van der Sanden B, Berger F, Lahrech H. Rapid-Steady-State-T1
signal modeling during contrast agent extravasation: Toward tumor blood volume quantification without requiring the arterial input function. Magn Reson Med 2014; 73:1005-14. [DOI: 10.1002/mrm.25218] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2014] [Revised: 02/12/2014] [Accepted: 02/13/2014] [Indexed: 01/23/2023]
Affiliation(s)
- Michel Sarraf
- Université Joseph Fourier; Grenoble Institut des Neurosciences, Institut National de la Santé et de la Recherche Médicale INSERM-U836, Bâtiment Edmond J. Safra, Chemin Fortuné Ferrini; Grenoble France
- CLINATEC; Commissariat à l'énergie atomique et aux énergies alternatives, MINATEC Campus; Grenoble France
- Université Saint Joseph-Faculté des sciences; Département de physique, campus des sciences et technologies, Mar Roukos; Mkallès Lebanon
| | - Adriana Teodora Perles-Barbacaru
- Université Joseph Fourier; Grenoble Institut des Neurosciences, Institut National de la Santé et de la Recherche Médicale INSERM-U836, Bâtiment Edmond J. Safra, Chemin Fortuné Ferrini; Grenoble France
- CLINATEC; Commissariat à l'énergie atomique et aux énergies alternatives, MINATEC Campus; Grenoble France
- Aix Marseille Université; CRMBM UMR CNRS 7339; Marseille France
| | - Marie France Nissou
- Université Joseph Fourier; Grenoble Institut des Neurosciences, Institut National de la Santé et de la Recherche Médicale INSERM-U836, Bâtiment Edmond J. Safra, Chemin Fortuné Ferrini; Grenoble France
- CLINATEC; Commissariat à l'énergie atomique et aux énergies alternatives, MINATEC Campus; Grenoble France
| | - Boudewijn van der Sanden
- Université Joseph Fourier; Grenoble Institut des Neurosciences, Institut National de la Santé et de la Recherche Médicale INSERM-U836, Bâtiment Edmond J. Safra, Chemin Fortuné Ferrini; Grenoble France
- CLINATEC; Commissariat à l'énergie atomique et aux énergies alternatives, MINATEC Campus; Grenoble France
| | - François Berger
- Université Joseph Fourier; Grenoble Institut des Neurosciences, Institut National de la Santé et de la Recherche Médicale INSERM-U836, Bâtiment Edmond J. Safra, Chemin Fortuné Ferrini; Grenoble France
- CLINATEC; Commissariat à l'énergie atomique et aux énergies alternatives, MINATEC Campus; Grenoble France
| | - Hana Lahrech
- Université Joseph Fourier; Grenoble Institut des Neurosciences, Institut National de la Santé et de la Recherche Médicale INSERM-U836, Bâtiment Edmond J. Safra, Chemin Fortuné Ferrini; Grenoble France
- CLINATEC; Commissariat à l'énergie atomique et aux énergies alternatives, MINATEC Campus; Grenoble France
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Noninvasive and quantitative assessment of in vivo angiogenesis using RGD-based fluorescence imaging of subcutaneous sponges. Mol Imaging Biol 2014; 15:239-44. [PMID: 23054555 DOI: 10.1007/s11307-012-0595-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
PURPOSE There is a real need to adapt simple and reproducible imaging methodologies to evaluate noninvasively pro- and antiangiogenic activities of new treatments in a physiological context in mice. PROCEDURE The angiogenic response to fibroblast growth factor 2 (FGF-2) in a model of subcutaneously implanted cellulose sponges was measured in parallel after an intravenous injection of a fluorescent αvβ3 integrin-targeting molecule (Angiolone(TM)) and an fluorescence diffuse optical tomography optical imaging system and by measuring the hemoglobin content in the sponges. RESULTS Optical measurements of angiogenesis correlated perfectly with the values obtained using hemoglobin quantification. This assay can be used to follow the activity of a pro- or antiangiogenic treatment like demonstrated after FGF-2 or angiostatin, respectively. CONCLUSION The perfectly controlled quality of cellulose sponges combined to this noninvasive optical method allow rapid, accurate, and reproducible measurements of angiogenic activities in vivo at the preclinical level.
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Semmineh NB, Xu J, Boxerman JL, Delaney GW, Cleary PW, Gore JC, Quarles CC. An efficient computational approach to characterize DSC-MRI signals arising from three-dimensional heterogeneous tissue structures. PLoS One 2014; 9:e84764. [PMID: 24416281 PMCID: PMC3885618 DOI: 10.1371/journal.pone.0084764] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2013] [Accepted: 11/18/2013] [Indexed: 11/18/2022] Open
Abstract
The systematic investigation of susceptibility-induced contrast in MRI is important to better interpret the influence of microvascular and microcellular morphology on DSC-MRI derived perfusion data. Recently, a novel computational approach called the Finite Perturber Method (FPM), which enables the study of susceptibility-induced contrast in MRI arising from arbitrary microvascular morphologies in 3D has been developed. However, the FPM has lower efficiency in simulating water diffusion especially for complex tissues. In this work, an improved computational approach that combines the FPM with a matrix-based finite difference method (FDM), which we call the Finite Perturber the Finite Difference Method (FPFDM), has been developed in order to efficiently investigate the influence of vascular and extravascular morphological features on susceptibility-induced transverse relaxation. The current work provides a framework for better interpreting how DSC-MRI data depend on various phenomena, including contrast agent leakage in cancerous tissues and water diffusion rates. In addition, we illustrate using simulated and micro-CT extracted tissue structures the improved FPFDM along with its potential applications and limitations.
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Affiliation(s)
- Natenael B. Semmineh
- Institute of Imaging Science, Vanderbilt University, Nashville, Tennessee, United States of America
- Department of Physics and Astronomy, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Junzhong Xu
- Institute of Imaging Science, Vanderbilt University, Nashville, Tennessee, United States of America
- Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Jerrold L. Boxerman
- Department of Diagnostic Imaging, Rhode Island Hospital, Providence, Rhode Island, United States of America
- Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island, United States of America
| | - Gary W. Delaney
- CSIRO Mathematical and Information Sciences, Clayton South, Victoria, Australia
| | - Paul W. Cleary
- CSIRO Mathematical and Information Sciences, Clayton South, Victoria, Australia
| | - John C. Gore
- Institute of Imaging Science, Vanderbilt University, Nashville, Tennessee, United States of America
- Department of Physics and Astronomy, Vanderbilt University, Nashville, Tennessee, United States of America
- Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, Tennessee, United States of America
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, United States of America
| | - C. Chad Quarles
- Institute of Imaging Science, Vanderbilt University, Nashville, Tennessee, United States of America
- Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, Tennessee, United States of America
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, United States of America
- Department of Cancer Biology, Vanderbilt University, Nashville, Tennessee, United States of America
- * E-mail:
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Kording F, Weidensteiner C, Zwick S, Osterberg N, Weyerbrock A, Staszewski O, von Elverfeldt D, Reichardt W. Simultaneous assessment of vessel size index, relative blood volume, and vessel permeability in a mouse brain tumor model using a combined spin echo gradient echo echo-planar imaging sequence and viable tumor analysis. J Magn Reson Imaging 2014; 40:1310-8. [PMID: 24390982 DOI: 10.1002/jmri.24513] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Accepted: 10/02/2013] [Indexed: 01/18/2023] Open
Abstract
PURPOSE Combining multiple imaging biomarkers in one magnetic resonance imaging (MRI) session would be beneficial to gain more data pertaining to tumor vasculature under therapy. Therefore, simultaneous measurement of perfusion, permeability, and vessel size imaging (VSI) using a gradient echo spin echo (GE-SE) sequence with injection of a clinically approved gadolinium (Gd)-based contrast agent was assessed in an orthotopic glioma model. MATERIALS AND METHODS A combined spin echo gradient echo echo-planar imaging sequence was implemented using a single contrast agent Gd diethylenetriaminepentaacetic acid (Gd-DTPA). This sequence was tested in a mouse brain tumor model (U87_MG), also under treatment with an antiangiogenic agent (bevacizumab). T2 maps and the apparent diffusion coefficient (ADC) were used to differentiate regions of cell death and viable tumor tissue. RESULTS In viable tumor tissue regional blood volume was 5.7 ± 0.6% in controls and 5.2 ± 0.3% in treated mice. Vessel size was 18.1 ± 2.4 μm in controls and 12.8 ± 2.0 μm in treated mice, which correlated with results from immunohistochemistry. Permeability (K(trans) ) was close to zero in treated viable tumor tissue and 0.062 ± 0.024 min(-1) in controls. CONCLUSION Our MRI method allows simultaneous assessment of several physiological and morphological parameters and extraction of MRI biomarkers for vasculature. These could be used for treatment monitoring of novel therapeutic agents such as antiangiogenic drugs.
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Affiliation(s)
- Fabian Kording
- Department of Radiology Medical Physics, University Medical Center, Freiburg, Germany
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Bokacheva L, Ackerstaff E, LeKaye HC, Zakian K, Koutcher JA. High-field small animal magnetic resonance oncology studies. Phys Med Biol 2013; 59:R65-R127. [PMID: 24374985 DOI: 10.1088/0031-9155/59/2/r65] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
This review focuses on the applications of high magnetic field magnetic resonance imaging (MRI) and spectroscopy (MRS) to cancer studies in small animals. High-field MRI can provide information about tumor physiology, the microenvironment, metabolism, vascularity and cellularity. Such studies are invaluable for understanding tumor growth and proliferation, response to treatment and drug development. The MR techniques reviewed here include (1)H, (31)P, chemical exchange saturation transfer imaging and hyperpolarized (13)C MRS as well as diffusion-weighted, blood oxygen level dependent contrast imaging and dynamic contrast-enhanced MRI. These methods have been proven effective in animal studies and are highly relevant to human clinical studies.
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Affiliation(s)
- Louisa Bokacheva
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, 415 East 68 Street, New York, NY 10065, USA
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Persigehl T, Ring J, Budny T, Hahnenkamp A, Stoeppeler S, Schwartz LH, Spiegel HU, Heindel W, Remmele S, Bremer C. Vessel Size Imaging (VSI) by Robust Magnetic Resonance (MR) Relaxometry: MR-VSI of Solid Tumors in Correlation with Immunohistology and Intravital Microscopy. Mol Imaging 2013. [DOI: 10.2310/7290.2013.00059] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Affiliation(s)
- Thorsten Persigehl
- From the Department of Radiology, University Hospital Cologne, Cologne, Germany; Department of Clinical Radiology, University Hospital Muenster, Muenster, Germany; Department of Radiology, Columbia University Medical Center, New York, NY; Department of General Surgery, Surgical Research, University Hospital Muenster, Muenster, Germany; Philips Research Europe, Hamburg, Germany; and Department of Radiology, St. Franziskus Hospital, Muenster, Germany
| | - Janine Ring
- From the Department of Radiology, University Hospital Cologne, Cologne, Germany; Department of Clinical Radiology, University Hospital Muenster, Muenster, Germany; Department of Radiology, Columbia University Medical Center, New York, NY; Department of General Surgery, Surgical Research, University Hospital Muenster, Muenster, Germany; Philips Research Europe, Hamburg, Germany; and Department of Radiology, St. Franziskus Hospital, Muenster, Germany
| | - Tymoteusz Budny
- From the Department of Radiology, University Hospital Cologne, Cologne, Germany; Department of Clinical Radiology, University Hospital Muenster, Muenster, Germany; Department of Radiology, Columbia University Medical Center, New York, NY; Department of General Surgery, Surgical Research, University Hospital Muenster, Muenster, Germany; Philips Research Europe, Hamburg, Germany; and Department of Radiology, St. Franziskus Hospital, Muenster, Germany
| | - Anke Hahnenkamp
- From the Department of Radiology, University Hospital Cologne, Cologne, Germany; Department of Clinical Radiology, University Hospital Muenster, Muenster, Germany; Department of Radiology, Columbia University Medical Center, New York, NY; Department of General Surgery, Surgical Research, University Hospital Muenster, Muenster, Germany; Philips Research Europe, Hamburg, Germany; and Department of Radiology, St. Franziskus Hospital, Muenster, Germany
| | - Sandra Stoeppeler
- From the Department of Radiology, University Hospital Cologne, Cologne, Germany; Department of Clinical Radiology, University Hospital Muenster, Muenster, Germany; Department of Radiology, Columbia University Medical Center, New York, NY; Department of General Surgery, Surgical Research, University Hospital Muenster, Muenster, Germany; Philips Research Europe, Hamburg, Germany; and Department of Radiology, St. Franziskus Hospital, Muenster, Germany
| | - Lawrence H. Schwartz
- From the Department of Radiology, University Hospital Cologne, Cologne, Germany; Department of Clinical Radiology, University Hospital Muenster, Muenster, Germany; Department of Radiology, Columbia University Medical Center, New York, NY; Department of General Surgery, Surgical Research, University Hospital Muenster, Muenster, Germany; Philips Research Europe, Hamburg, Germany; and Department of Radiology, St. Franziskus Hospital, Muenster, Germany
| | - Hans-Ullrich Spiegel
- From the Department of Radiology, University Hospital Cologne, Cologne, Germany; Department of Clinical Radiology, University Hospital Muenster, Muenster, Germany; Department of Radiology, Columbia University Medical Center, New York, NY; Department of General Surgery, Surgical Research, University Hospital Muenster, Muenster, Germany; Philips Research Europe, Hamburg, Germany; and Department of Radiology, St. Franziskus Hospital, Muenster, Germany
| | - Walter Heindel
- From the Department of Radiology, University Hospital Cologne, Cologne, Germany; Department of Clinical Radiology, University Hospital Muenster, Muenster, Germany; Department of Radiology, Columbia University Medical Center, New York, NY; Department of General Surgery, Surgical Research, University Hospital Muenster, Muenster, Germany; Philips Research Europe, Hamburg, Germany; and Department of Radiology, St. Franziskus Hospital, Muenster, Germany
| | - Stefanie Remmele
- From the Department of Radiology, University Hospital Cologne, Cologne, Germany; Department of Clinical Radiology, University Hospital Muenster, Muenster, Germany; Department of Radiology, Columbia University Medical Center, New York, NY; Department of General Surgery, Surgical Research, University Hospital Muenster, Muenster, Germany; Philips Research Europe, Hamburg, Germany; and Department of Radiology, St. Franziskus Hospital, Muenster, Germany
| | - Christoph Bremer
- From the Department of Radiology, University Hospital Cologne, Cologne, Germany; Department of Clinical Radiology, University Hospital Muenster, Muenster, Germany; Department of Radiology, Columbia University Medical Center, New York, NY; Department of General Surgery, Surgical Research, University Hospital Muenster, Muenster, Germany; Philips Research Europe, Hamburg, Germany; and Department of Radiology, St. Franziskus Hospital, Muenster, Germany
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Emblem KE, Mouridsen K, Bjornerud A, Farrar CT, Jennings D, Borra RJH, Wen PY, Ivy P, Batchelor TT, Rosen BR, Jain RK, Sorensen AG. Vessel architectural imaging identifies cancer patient responders to anti-angiogenic therapy. Nat Med 2013; 19:1178-83. [PMID: 23955713 PMCID: PMC3769525 DOI: 10.1038/nm.3289] [Citation(s) in RCA: 176] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2012] [Accepted: 01/16/2013] [Indexed: 12/17/2022]
Abstract
Measurement of vessel caliber by Magnetic Resonance Imaging (MRI) is a valuable technique for in vivo monitoring of hemodynamic status and vascular development, especially in the brain. Here, we introduce a new paradigm in MRI coined as Vessel Architectural Imaging (VAI) that exploits an intriguing and overlooked temporal shift in the MR signal forming the basis for vessel caliber estimation and show how this phenomenon can reveal new information on vessel type and function not assessed by any other non-invasive imaging technique. We also show how this biomarker can provide novel biological insights into the treatment of cancer patients. As an example, we demonstrate using VAI that anti-angiogenic therapy can improve microcirculation and oxygen saturation levels and reduce vessel calibers in patients with recurrent glioblastomas, and more crucially, that patients with these responses have prolonged survival. Thus, VAI has the potential to identify patients who would benefit from therapies.
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Affiliation(s)
- Kyrre E Emblem
- 1] Department of Radiology and Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA. [2] The Intervention Centre, Oslo University Hospital, Oslo, Norway
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He T, Smith N, Saunders D, Pittman BP, Lerner M, Lightfoot S, Silasi-Mansat R, Lupu F, Towner RA. Molecular MRI differentiation of VEGF receptor-2 levels in C6 and RG2 glioma models. AMERICAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 2013; 3:300-311. [PMID: 23901356 PMCID: PMC3715774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Received: 04/15/2013] [Accepted: 06/21/2013] [Indexed: 06/02/2023]
Abstract
Vascular endothelial growth factor receptor 2 (VEGFR2) is an important angiogenic marker over-expressed in gliomas. With the use of molecular magnetic resonance imaging (mMRI) differing levels of VEGFR2 can be characterized in vivo with in rodent gliomas varying in angiogenesis. VEGFR2 levels were assessed by intravenous administration of an anti-VEGFR2 probe (anti-VEGFR2-albumin-Gd (gadolinium)-DTPA (diethylene triamine penta acetic acid)-biotin) into C6 or RG2 glioma-bearing rats, and visualized with mMRI. A non-specific IgG was coupled to the albumin-Gd-DTPA-biotin construct as a contrast agent molecular weight control. VEGFR2 levels are heterogeneous in different regions of C6 gliomas, whereas VEGFR2 was more homogenous or evenly distributed in RG2 gliomas. RG2 gliomas have less VEGFR2 within tumor periphery and peri-necrotic (p<0.05) regions, but more VEGFR2 within tumor interior regions (p<0.01), compared to C6 gliomas. mMRI results were confirmed with fluorescence staining and mean fluorescence intensity (MFI) quantification of the anti-VEGFR2 probe in excised glioma and brain tissues, as well as detection of VEGFR2 in C6 and RG2 gliomas and corresponding contalateral brain tissues. Ex vivo VEGFR2 levels were found to be significantly higher in C6 gliomas compared to RG2 tumors (p<0.001), which corresponded with in vivo detection using the VEGFR2 probe. Immunohistochemistry staining for HIF-1α (hypoxia inducible factor 1α), which is associated with angiogenesis, indicated higher levels in RG2 (p<0.01) compared to C6 gliomas. The data suggests that C6 gliomas have angiogenesis which is associated more with large blood vessels in tumor periphery and peri-necrotic regions, and less microvascular angiogenesis within the tumor interior, compared to RG2 gliomas.
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Affiliation(s)
- Ting He
- Advanced Magnetic Resonance Center, Oklahoma Medical Research FoundationOklahoma City, OK 73104 USA
- Oklahoma Center for Neuroscience, University of Oklahoma Health Sciences CenterOklahoma City, OK 73104 USA
| | - Nataliya Smith
- Advanced Magnetic Resonance Center, Oklahoma Medical Research FoundationOklahoma City, OK 73104 USA
| | - Debra Saunders
- Advanced Magnetic Resonance Center, Oklahoma Medical Research FoundationOklahoma City, OK 73104 USA
| | - Benjamin P Pittman
- Advanced Magnetic Resonance Center, Oklahoma Medical Research FoundationOklahoma City, OK 73104 USA
| | - Megan Lerner
- Department of Surgery, University of Oklahoma Health Sciences CenterOklahoma City, OK 73104 USA
| | - Stanley Lightfoot
- Department of Pathology, University of Oklahoma Health Sciences CenterOklahoma City, OK 73104 USA
| | - Robert Silasi-Mansat
- Cardiovascular Biology, Oklahoma Medical Research FoundationOklahoma City, OK 73104 USA
| | - Florea Lupu
- Cardiovascular Biology, Oklahoma Medical Research FoundationOklahoma City, OK 73104 USA
| | - Rheal A Towner
- Advanced Magnetic Resonance Center, Oklahoma Medical Research FoundationOklahoma City, OK 73104 USA
- Oklahoma Center for Neuroscience, University of Oklahoma Health Sciences CenterOklahoma City, OK 73104 USA
- Department of Pathology, University of Oklahoma Health Sciences CenterOklahoma City, OK 73104 USA
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In vitro and in vivo models of cerebral ischemia show discrepancy in therapeutic effects of M2 macrophages. PLoS One 2013; 8:e67063. [PMID: 23825621 PMCID: PMC3692438 DOI: 10.1371/journal.pone.0067063] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2013] [Accepted: 05/13/2013] [Indexed: 01/16/2023] Open
Abstract
THE INFLAMMATORY RESPONSE FOLLOWING ISCHEMIC STROKE IS DOMINATED BY INNATE IMMUNE CELLS: resident microglia and blood-derived macrophages. The ambivalent role of these cells in stroke outcome might be explained in part by the acquisition of distinct functional phenotypes: classically (M1) and alternatively activated (M2) macrophages. To shed light on the crosstalk between hypoxic neurons and macrophages, an in vitro model was set up in which bone marrow-derived macrophages were co-cultured with hippocampal slices subjected to oxygen and glucose deprivation. The results showed that macrophages provided potent protection against neuron cell loss through a paracrine mechanism, and that they expressed M2-type alternative polarization. These findings raised the possibility of using bone marrow-derived M2 macrophages in cellular therapy for stroke. Therefore, 2 million M2 macrophages (or vehicle) were intravenously administered during the subacute stage of ischemia (D4) in a model of transient middle cerebral artery occlusion. Functional neuroscores and magnetic resonance imaging endpoints (infarct volumes, blood-brain barrier integrity, phagocytic activity assessed by iron oxide uptake) were longitudinally monitored for 2 weeks. This cell-based treatment did not significantly improve any outcome measure compared with vehicle, suggesting that this strategy is not relevant to stroke therapy.
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Abstract
The quantification of bolus-tracking MRI techniques remains challenging. The acquisition usually relies on one contrast and the analysis on a simplified model of the various phenomena that arise within a voxel, leading to inaccurate perfusion estimates. To evaluate how simplifications in the interstitial model impact perfusion estimates, we propose a numerical tool to simulate the MR signal provided by a dynamic contrast enhanced (DCE) MRI experiment. Our model encompasses the intrinsic and relaxations, the magnetic field perturbations induced by susceptibility interfaces (vessels and cells), the diffusion of the water protons, the blood flow, the permeability of the vessel wall to the the contrast agent (CA) and the constrained diffusion of the CA within the voxel. The blood compartment is modeled as a uniform compartment. The different blocks of the simulation are validated and compared to classical models. The impact of the CA diffusivity on the permeability and blood volume estimates is evaluated. Simulations demonstrate that the CA diffusivity slightly impacts the permeability estimates ( for classical blood flow and CA diffusion). The effect of long echo times is investigated. Simulations show that DCE-MRI performed with an echo time may already lead to significant underestimation of the blood volume (up to 30% lower for brain tumor permeability values). The potential and the versatility of the proposed implementation are evaluated by running the simulation with realistic vascular geometry obtained from two photons microscopy and with impermeable cells in the extravascular environment. In conclusion, the proposed simulation tool describes DCE-MRI experiments and may be used to evaluate and optimize acquisition and processing strategies.
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Bokacheva L, Kotedia K, Reese M, Ricketts SA, Halliday J, Le CH, Koutcher JA, Carlin S. Response of HT29 colorectal xenograft model to cediranib assessed with 18 F-fluoromisonidazole positron emission tomography, dynamic contrast-enhanced and diffusion-weighted MRI. NMR IN BIOMEDICINE 2013; 26:151-163. [PMID: 22777834 PMCID: PMC3524412 DOI: 10.1002/nbm.2830] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2012] [Revised: 05/22/2012] [Accepted: 05/29/2012] [Indexed: 06/01/2023]
Abstract
Cediranib is a small-molecule pan-vascular endothelial growth factor receptor inhibitor. The tumor response to short-term cediranib treatment was studied using dynamic contrast-enhanced and diffusion-weighted MRI at 7 T, as well as (18) F-fluoromisonidazole positron emission tomography and histological markers. Rats bearing subcutaneous HT29 human colorectal tumors were imaged at baseline; they then received three doses of cediranib (3 mg/kg per dose daily) or vehicle (dosed daily), with follow-up imaging performed 2 h after the final cediranib or vehicle dose. Tumors were excised and evaluated for the perfusion marker Hoechst 33342, the endothelial cell marker CD31, smooth muscle actin, intercapillary distance and tumor necrosis. Dynamic contrast-enhanced MRI-derived parameters decreased significantly in cediranib-treated tumors relative to pretreatment values [the muscle-normalized initial area under the gadolinium concentration curve decreased by 48% (p=0.002), the enhancing fraction by 43% (p=0.003) and K(trans) by 57% (p=0.003)], but remained unchanged in controls. No change between the pre- and post-treatment tumor apparent diffusion coefficients in either the cediranib- or vehicle-treated group was observed over the course of this study. The (18) F-fluoromisonidazole mean standardized uptake value decreased by 33% (p=0.008) in the cediranib group, but showed no significant change in the control group. Histological analysis showed that the number of CD31-positive vessels (59 per mm(2) ), the fraction of smooth muscle actin-positive vessels (80-87%) and the intercapillary distance (0.17 mm) were similar in cediranib- and vehicle-treated groups. The fraction of perfused blood vessels in cediranib-treated tumors (81 ± 7%) was lower than that in vehicle controls (91 ± 3%, p=0.02). The necrotic fraction was slightly higher in cediranib-treated rats (34 ± 12%) than in controls (26 ± 10%, p=0.23). These findings suggest that short-term treatment with cediranib causes a decrease in tumor perfusion/permeability across the tumor cross-section, but changes in vascular morphology, vessel density or tumor cellularity are not manifested at this early time point.
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Affiliation(s)
- Louisa Bokacheva
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Khushali Kotedia
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Megan Reese
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | | | - Jane Halliday
- Department of Imaging, AstraZeneca, Macclesfield, United Kingdom
| | - Carl H. Le
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Jason A. Koutcher
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
- Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Sean Carlin
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
- Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
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Moisan A, Pannetier N, Grillon E, Richard MJ, de Fraipont F, Rémy C, Barbier EL, Detante O. Intracerebral injection of human mesenchymal stem cells impacts cerebral microvasculature after experimental stroke: MRI study. NMR IN BIOMEDICINE 2012; 25:1340-1348. [PMID: 22539476 DOI: 10.1002/nbm.2806] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2011] [Revised: 03/16/2012] [Accepted: 03/18/2012] [Indexed: 05/31/2023]
Abstract
Stroke, the leading cause of disability, lacks treatment beyond thrombolysis. The acute injection of human mesenchymal stem cells (hMSCs) provides a benefit which could be mediated by an enhancement of angiogenesis. A clinical autologous graft requires an hMSC culture delay incompatible with an acute administration. This study evaluates the cerebral microvascular changes after a delayed injection of hMSCs. At day 8 after middle cerebral artery occlusion (MCAo), two groups of rats received an intracerebral injection in the damaged brain of either 10 μL of cell suspension medium (MCAo-PBS, n = 4) or 4 × 10⁵ hMSCs (MCAo-hMSC, n = 5). Two control groups of healthy rats underwent the same injection procedures in the right hemisphere (control-PBS, n = 6; control-hMSC, n = 5). The effect of hMSCs on the microvasculature was assessed by MRI using three parameters: apparent diffusion coefficient (ADC), cerebral blood volume (CBV) and vessel size index (VSI). At day 9, eight additional rats were euthanised for a histological study of the microvascular parameters (CBV, VSI and vascular fraction). No ADC difference was observed between MCAo groups. One day after intracerebral injection, hMSCs abolished the CBV increase observed in the lesion (MCAo-hMSC: 1.7 ± 0.1% versus MCAo-PBS: 2.2 ± 0.2%) and delayed the VSI increase (vasodilation) secondary to cerebral ischaemia. Histological analysis at day 9 confirmed that hMSCs modified the microvascular parameters (CBV, VSI and vascular fraction) in the lesion. No ADC, CBV or VSI differences were observed between control groups. At the stroke post-acute phase, hMSC intracerebral injection rapidly and transiently modifies the cerebral microvasculature. This microvascular effect can be monitored in vivo by MRI.
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Lemasson B, Christen T, Serduc R, Maisin C, Bouchet A, Le Duc G, Rémy C, Barbier EL. Evaluation of the relationship between MR estimates of blood oxygen saturation and hypoxia: effect of an antiangiogenic treatment on a gliosarcoma model. Radiology 2012; 265:743-52. [PMID: 22996750 DOI: 10.1148/radiol.12112621] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
PURPOSE To assess the reproducibility of the magnetic resonance (MR) estimate of blood oxygen saturation (sO(2)) in the rat brain, to evaluate the relationship between low MR estimate of sO(2) values and tissue hypoxia in a hypoxic and necrotic glioscarcoma model (9L gliosarcoma cells), and to evaluate the capability of the MR estimate of sO(2) parameter to help identify modifications induced by an antiangiogenic treatment (sorafenib) in 9L gliosarcoma tumors. MATERIALS AND METHODS Experiments were performed with permits from the French Ministry of Agriculture. Forty-eight male rats bearing a 9L gliosarcoma were randomized in untreated and treated (sorafenib) groups. MR blood volume fraction and MR estimate of sO(2) parameters were estimated 1 day before and 1, 3, 5, and 8 days after the start of the treatment. The in vivo MR estimate of sO(2) measurement was correlated with the ex vivo hypoxia assessment by using pimonidazole staining. Paired and unpaired t tests, as well as parametric Pearson tests, were used for the statistical analyses. RESULTS In healthy tissues, MR estimate of sO(2) measurements were comparable to literature values and were reproducible (mean across all animals, 68.0% ± 6.5 [standard deviation]). In untreated tumors, MR estimate of sO(2) and immunohistochemical analysis yielded correlated fractional hypoxic-necrotic areas (R(2) = 0.81). In tumors treated with antiangiogenic therapy, tumor MR estimate of sO(2) was decreased with respect to the healthy tissue (P< .001). CONCLUSION Results of this study suggest that the MR estimate of sO(2) is a reproducible estimate that could be used as an in vivo probe of hypoxia in brain tumors and as a sensitive reporter of the hypoxic effects of antiangiogenic therapies.
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Affiliation(s)
- Benjamin Lemasson
- INSERM, U836/Equipe 5, Neuroimagerie Fonctionnelle et Perfusion Cérébrale, Université Joseph Fourier-Site Santé de la Tronche, BP 170, Domaine de la Merci, 38042 Grenoble Cedex, France
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Burrell JS, Bradley RS, Walker-Samuel S, Jamin Y, Baker LCJ, Boult JKR, Withers PJ, Halliday J, Waterton JC, Robinson SP. MRI measurements of vessel calibre in tumour xenografts: comparison with vascular corrosion casting. Microvasc Res 2012; 84:323-9. [PMID: 22921880 PMCID: PMC3657196 DOI: 10.1016/j.mvr.2012.08.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2012] [Revised: 08/06/2012] [Accepted: 08/09/2012] [Indexed: 02/08/2023]
Abstract
Vessel size index (Rv, μm) has been proposed as a quantitative magnetic resonance imaging (MRI) derived imaging biomarker in oncology, for the non-invasive assessment of tumour blood vessel architecture and vascular targeted therapies. Appropriate pre-clinical evaluation of Rv in animal tumour models will improve the interpretation and guide the introduction of the biomarker into clinical studies. The objective of this study was to compare Rv measured in vivo with vessel size measurements from high-resolution X-ray computed tomography (μCT) of vascular corrosion casts measured post mortem from the same tumours, with and without vascular targeted therapy. MRI measurements were first acquired from subcutaneous SW1222 colorectal xenografts in mice following treatment with 0 (n = 6), 30 (n = 6) or 200 mg/kg (n = 3) of the vascular disrupting agent ZD6126. The mice were then immediately infused with a low viscosity resin and, following polymerisation and maceration of surrounding tissues, the resulting tumour vascular casts were dissected and subsequently imaged using an optimised μCT imaging approach. Vessel diameters were not measurable by μCT in the 200 mg/kg group as the high dose of ZD6126 precluded delivery of the resin to the tumour vascular bed. The mean Rv for the three treatment groups was 24, 23 and 23.5 μm respectively; the corresponding μCT measurements from corrosion casts from the 0 and 30 mg/kg cohorts were 25 and 28 μm. The strong association between the in vivo MRI and post mortem μCT values supports the use of Rv as an imaging biomarker in clinical trials of investigational vascular targeted therapies.
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Affiliation(s)
- Jake S Burrell
- CR-UK & EPSRC Cancer Imaging Centre, Division of Radiotherapy and Imaging, The Institute of Cancer Research, 15 Cotswold Road Sutton, Surrey, SM2 5NG, UK
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Coquery N, Pannetier N, Farion R, Herbette A, Azurmendi L, Clarencon D, Bauge S, Josserand V, Rome C, Coll JL, Sun JS, Barbier EL, Dutreix M, Remy CC. Distribution and radiosensitizing effect of cholesterol-coupled Dbait molecule in rat model of glioblastoma. PLoS One 2012; 7:e40567. [PMID: 22815765 PMCID: PMC3398898 DOI: 10.1371/journal.pone.0040567] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2012] [Accepted: 06/09/2012] [Indexed: 11/19/2022] Open
Abstract
Background Glioma is the most aggressive tumor of the brain and the most efficient treatments are based on radiotherapy. However, tumors are often resistant to radiotherapy due to an enhanced DNA repair activity. Short and stabilized DNA molecules (Dbait) have recently been proposed as an efficient strategy to inhibit DNA repair in tumor. Methodology/Principal Findings The distribution of three formulations of Dbait, (i) Dbait alone, (ii) Dbait associated with polyethylenimine, and (iii) Dbait linked with cholesterol (coDbait), was evaluated one day after intratumoral delivery in an RG2 rat glioma model. Dbait molecule distribution was assessed in the whole organ with 2D-FRI and in brain sections. CoDbait was chosen for further studies given its good retention in the brain, cellular localization, and efficacy in inducing the activation of DNA repair effectors. The radiosensitizing effect of coDbait was studied in four groups of rats bearing RG2-glioma: no treatment, radiotherapy only, coDbait alone, and CoDbait with radiotherapy. Treatment started 7 days after tumor inoculation and consisted of two series of treatment in two weeks: coDbait injection followed by a selective 6-Gy irradiation of the head. We evaluated the radiosensitizing effect using animal survival, tumor volume, cell proliferation, and vasculature characteristics with multiparametric MRI. CoDbait with radiotherapy improved the survival of rats bearing RG2-glioma by reducing tumor growth and cell proliferation without altering tumor vasculature. Conclusion/Significance coDbait is therefore a promising molecular therapy to sensitize glioma to radiotherapy.
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Magnetic Nanoparticles in the Imaging of Tumor Angiogenesis. APPLIED SCIENCES-BASEL 2012. [DOI: 10.3390/app2020525] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Poulin E, Lebel R, Croteau E, Blanchette M, Tremblay L, Lecomte R, Bentourkia M, Lepage M. Conversion of arterial input functions for dual pharmacokinetic modeling using Gd-DTPA/MRI and 18F-FDG/PET. Magn Reson Med 2012; 69:781-92. [PMID: 22570280 DOI: 10.1002/mrm.24318] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2011] [Revised: 04/10/2012] [Accepted: 04/11/2012] [Indexed: 01/15/2023]
Abstract
Reaching the full potential of magnetic resonance imaging (MRI)-positron emission tomography (PET) dual modality systems requires new methodologies in quantitative image analyses. In this study, methods are proposed to convert an arterial input function (AIF) derived from gadolinium-diethylenetriaminepentaacetic acid (Gd-DTPA) in MRI, into a (18)F-fluorodeoxyglucose ((18)F-FDG) AIF in PET, and vice versa. The AIFs from both modalities were obtained from manual blood sampling in a F98-Fisher glioblastoma rat model. They were well fitted by a convolution of a rectangular function with a biexponential clearance function. The parameters of the biexponential AIF model were found statistically different between MRI and PET. Pharmacokinetic MRI parameters such as the volume transfer constant (K(trans)), the extravascular-extracellular volume fraction (ν(e)), and the blood volume fraction (ν(p)) calculated with the Gd-DTPA AIF and the Gd-DTPA AIF converted from (18)F-FDG AIF normalized with or without blood sample were not statistically different. Similarly, the tumor metabolic rates of glucose (TMRGlc) calculated with (18) F-FDG AIF and with (18) F-FDG AIF obtained from Gd-DTPA AIF were also found not statistically different. In conclusion, only one accurate AIF would be needed for dual MRI-PET pharmacokinetic modeling in small animal models.
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Affiliation(s)
- Eric Poulin
- Centre d'Imagerie Moléculaire de Sherbrooke, Département de Médecine Nucléaire et Radiobiologie, Université de Sherbrooke, 3001 12e Avenue Nord, Sherbrooke, Quebec, Canada
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