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Su D, Ma R, Salloum M, Zhu L. Multi-scale study of nanoparticle transport and deposition in tissues during an injection process. Med Biol Eng Comput 2010; 48:853-63. [DOI: 10.1007/s11517-010-0615-0] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2009] [Accepted: 04/12/2010] [Indexed: 11/28/2022]
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52
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Raghavan R, Mikaelian S, Brady M, Chen ZJ. Fluid infusions from catheters into elastic tissue: I. Azimuthally symmetric backflow in homogeneous media. Phys Med Biol 2010; 55:281-304. [PMID: 20009198 DOI: 10.1088/0031-9155/55/1/017] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Directly injecting therapeutics into brain tissue has been investigated both experimentally and theoretically. Paul Morrison and others from the National Institutes of Health pointed out the importance of backflow along and outside a catheter inserted into the tissue, once steady state conditions have been reached. Here we investigate and extend their model. We begin with a reformulation of their results and demonstrate an exact solution that exhibits the scaling behavior of the model where the surrounding tissue medium is homogeneous and isotropic. We report on experimental tests of our predictions in agarose gels. We describe the limitations of the assumptions used and the utility of our reformulation. Extensions of the model, including improvements on some of its crude assumptions and generalizations to inhomogeneous media, will be submitted separately.
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Affiliation(s)
- Raghu Raghavan
- Therataxis, LLC, JHU Eastern Complex, Suite B305, 1101 E 33rd St, Baltimore, MD 21218, USA
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53
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Kim JH, Mareci TH, Sarntinoranont M. A voxelized model of direct infusion into the corpus callosum and hippocampus of the rat brain: model development and parameter analysis. Med Biol Eng Comput 2010; 48:203-14. [PMID: 20033788 PMCID: PMC2906455 DOI: 10.1007/s11517-009-0564-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2008] [Accepted: 11/20/2009] [Indexed: 10/20/2022]
Abstract
Recent experimental studies have shown convective-enhanced delivery (CED) to be useful for transporting macromolecular therapeutic agents over large tissue volumes in the central nervous system (CNS). There are limited tools currently available for predicting tissue distributions in the brain. We have developed a voxelized modeling methodology in which CNS tissues are modeled as porous media, and transport properties and anatomical boundaries are determined semi-automatically on a voxel-by-voxel basis using diffusion tensor imaging (DTI). By using this methodology, 3D extracellular transport models of the rat brain were developed. Macromolecular tracer distributions following CED in two different infusion sites (corpus callosum and hippocampus) were predicted. Sensitivity of models to changes in infusion parameters, transport properties, and modeling parameters was determined. Predicted tracer distributions were most sensitive to changes in segmentation threshold, DTI resolution, tissue porosity, and infusion site. This DTI-based voxelized modeling methodology provides a potentially rapid means of estimating CED transport.
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Affiliation(s)
- Jung Hwan Kim
- Department of Mechanical and Aerospace Engineering, University of Florida, Gainesville, FL, 32611
| | - Thomas H. Mareci
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL, 32611
| | - Malisa Sarntinoranont
- Department of Mechanical and Aerospace Engineering, University of Florida, Gainesville, FL, 32611
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54
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Kim JH, Astary GW, Chen X, Mareci TH, Sarntinoranont M. Voxelized model of interstitial transport in the rat spinal cord following direct infusion into white matter. J Biomech Eng 2009; 131:071007. [PMID: 19640132 DOI: 10.1115/1.3169248] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Direct tissue infusion, e.g., convection-enhanced delivery (CED), is a promising local delivery technique for treating diseases of the central nervous system. Predictive models of spatial drug distribution during and following direct tissue infusion are necessary for treatment optimization and planning of surgery. In this study, a 3D interstitial transport modeling approach in which tissue properties and anatomical boundaries are assigned on a voxel-by-voxel basis using tissue alignment data from diffusion tensor imaging (DTI) is presented. The modeling approach is semi-automatic and utilizes porous media transport theory to estimate interstitial transport in isotropic and anisotropic tissue regions. Rat spinal cord studies compared predicted distributions of albumin tracer (for varying DTI resolution) following infusion into the dorsal horn with tracer distributions measured by Wood et al. in a previous study. Tissue distribution volumes compared favorably for small infusion volumes (<4 microl). The presented DTI-based methodology provides a rapid means of estimating interstitial flows and tracer distributions following CED into the spinal cord. Quantification of these transport fields provides an important step toward development of drug-specific transport models of infusion.
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Affiliation(s)
- Jung Hwan Kim
- Department of Mechanical and Aerospace Engineering, University of Florida, Gainesville, FL 32611, USA
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55
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Stukel JM, Caplan MR. Targeted drug delivery for treatment and imaging of glioblastoma multiforme. Expert Opin Drug Deliv 2009; 6:705-18. [PMID: 19538036 DOI: 10.1517/17425240902988470] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Glioblastoma multiforme is a grade IV astrocytic tumor with a very high mortality rate. Although current treatment often includes surgical resection, this rarely removes all primary tumor cells, so is usually followed by radiation and/or chemotherapy. Remaining migratory tumor cells invade surrounding healthy tissue and contribute to secondary and tertiary tumor recurrence; therefore, despite significant research into glioma removal and treatment, prognosis remains poor. A variety of treatment modalities have been investigated to deliver drug to these cells, including systemic, diffusive and convection-enhanced delivery (CED). As systemic delivery is limited by molecules larger than approximately 500 Da being unable to cross the blood-brain barrier (BBB), therapeutic concentrations are difficult to attain; thus, localized delivery options relying on diffusion and CED have been used to circumvent the BBB. Although CED enables delivery to a greater volume of tissue than diffusive delivery alone, limitations still exist, requiring that these delivery strategies be improved. This review enumerates the strengths and weaknesses of these currently used strategies and details how predictive mathematical modeling can be used to aid investigators in optimizing these delivery modalities for clinical application.
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Affiliation(s)
- Jill M Stukel
- Arizona State University, Center for Interventional Biomaterials, Harrington Department of Bioengineering, Tempe, AZ 85287, USA
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56
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Insertion shuttle with carboxyl terminated self-assembled monolayer coatings for implanting flexible polymer neural probes in the brain. J Neurosci Methods 2009; 184:199-205. [PMID: 19666051 DOI: 10.1016/j.jneumeth.2009.08.002] [Citation(s) in RCA: 113] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2009] [Revised: 07/31/2009] [Accepted: 08/03/2009] [Indexed: 11/23/2022]
Abstract
Penetrating microscale microelectrodes made from flexible polymers tend to bend or deflect and may fail to reach their target location. The development of flexible neural probes requires methods for reliable and controlled insertion into the brain. Previous approaches for implanting flexible probes into the cortex required modifications that negate the flexibility, limit the functionality, or restrict the design of the probe. This study investigated the use of an electronegative self-assembled monolayer (SAM) as a coating on a stiff insertion shuttle to carry a polymer probe into the cerebral cortex, and then the detachment of the shuttle from the probe by altering the shuttle's hydrophobicity. Polydimethylsiloxane (PDMS) and polyimide probes were inserted into an agarose in vitro brain model using silicon insertion shuttles. The silicon shuttles were coated with a carboxyl terminal SAM. The precision of insertion using the shuttle was measured by the percentage displacement of the probe upon shuttle removal after the probe was fully inserted. The average relative displacement of polyimide probes inserted with SAM-coated shuttles was (1.0+/-0.66)% of the total insertion depth compared to (26.5+/-3.7)% for uncoated silicon shuttles. The average relative displacement of PDMS probes was (2.1+/-1.1)% of the insertion depth compared to 100% (complete removal) for uncoated silicon shuttles. SAM-coated shuttles were further validated through their use to reliably insert PDMS probes in the cerebral cortex of rodents. This study found that SAM-coated silicon shuttles are a viable method for accurately and precisely inserting flexible neural probes in the brain.
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57
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Rohatgi P, Langhals NB, Kipke DR, Patil PG. In vivo performance of a microelectrode neural probe with integrated drug delivery. Neurosurg Focus 2009; 27:E8. [PMID: 19569896 DOI: 10.3171/2009.4.focus0983] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECT The availability of sophisticated neural probes is a key prerequisite in the development of future brain-machine interfaces (BMIs). In this study, the authors developed and validated a neural probe design capable of simultaneous drug delivery and electrophysiology recordings in vivo. Focal drug delivery promises to extend dramatically the recording lives of neural probes, a limiting factor to clinical adoption of BMI technology. METHODS To form the multifunctional neural probe, the authors affixed a 16-channel microfabricated silicon electrode array to a fused silica catheter. Three experiments were conducted in rats to characterize the performance of the device. Experiment 1 examined cellular damage from probe insertion and the drug distribution in tissue. Experiment 2 measured the effects of saline infusions delivered through the probe on concurrent electrophysiological measurements. Experiment 3 demonstrated that a physiologically relevant amount of drug can be delivered in a controlled fashion. For these experiments, Hoechst and propidium iodide stains were used to assess insertion trauma and the tissue distribution of the infusate. Artificial CSF (aCSF) and tetrodotoxin (TTX) were injected to determine the efficacy of drug delivery. RESULTS The newly developed multifunctional neural probes were successfully inserted into rat cortex and were able to deliver fluids and drugs that resulted in the expected electrophysiological and histological responses. The damage from insertion of the device into brain tissue was substantially less than the volume of drug dispersion in tissue. Electrophysiological activity, including both individual spikes as well as local field potentials, was successfully recorded with this device during real-time drug delivery. No significant changes were seen in response to delivery of aCSF as a control experiment, whereas delivery of TTX produced the expected result of suppressing all spiking activity in the vicinity of the catheter outlet. CONCLUSIONS Multifunctional neural probes such as the ones developed and validated within this study have great potential to help further understand the design space and criteria for the next generation of neural probe technology. By incorporating integrated drug delivery functionality into the probes, new treatment options for neurological disorders and regenerative neural interfaces using localized and feedback-controlled delivery of drugs can be realized in the near future.
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Affiliation(s)
- Pratik Rohatgi
- Ann & Robert H. Lurie Biomedical Engineering Building, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA.
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58
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Salloum M, Ma R, Weeks D, Zhu L. Controlling nanoparticle delivery in magnetic nanoparticle hyperthermia for cancer treatment: Experimental study in agarose gel. Int J Hyperthermia 2009; 24:337-45. [DOI: 10.1080/02656730801907937] [Citation(s) in RCA: 121] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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Basak S, Brogan D, Dietrich H, Ritter R, Dacey RG, Biswas P. Transport characteristics of nanoparticle-based ferrofluids in a gel model of the brain. Int J Nanomedicine 2009; 4:9-26. [PMID: 19421367 PMCID: PMC2720738 DOI: 10.2147/ijn.s4114] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
A current advance in nanotechnology is the selective targeting of therapeutics by external magnetic field-guided delivery. This is an important area of research in medicine. The use of magnetic forces results in the formation of agglomerated structures in the field region. The transport characteristics of these agglomerated structures are explored. A nonintrusive method based on in situ light-scattering techniques is used to characterize the velocity of such particles in a magnetic field gradient. A transport model for the chain-like agglomerates is developed based on these experimental observations. The transport characteristics of magnetic nanoparticle drug carriers are then explored in gel-based simulated models of the brain. Results of such measurements demonstrate decreased diffusion of magnetic nanoparticles when placed in a high magnetic field gradient.
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Affiliation(s)
- Soubir Basak
- Aerosol and Air Quality Research Laboratory, Department of Energy, Environmental and Chemical, Engineering, Washington University in St. Louis, St. Louis, MO 63130, USA
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60
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Luther N, Cheung NKV, Dunkel IJ, Fraser JF, Edgar MA, Gutin PH, Souweidane MM. INTRAPARENCHYMAL AND INTRATUMORAL INTERSTITIAL INFUSION OF ANTI-GLIOMA MONOCLONAL ANTIBODY 8H9. Neurosurgery 2008; 63:1166-74; discussion 1174. [DOI: 10.1227/01.neu.0000334052.60634.84] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Affiliation(s)
- Neal Luther
- Department of Neurological Surgery, Weill Cornell Medical College, New York, New York
| | - Nai-Kong V. Cheung
- Department of Pediatrics, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Ira J. Dunkel
- Department of Pediatrics, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Justin F. Fraser
- Department of Neurological Surgery, Weill Cornell Medical College, New York, New York
| | - Mark A. Edgar
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Philip H. Gutin
- Department of Neurological Surgery, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Mark M. Souweidane
- Department of Neurological Surgery, Weill Cornell Medical College, and Department of Neurological Surgery, Memorial Sloan-Kettering Cancer Center, New York, New York
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61
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Gevertz JL, Gillies GT, Torquato S. Simulating tumor growth in confined heterogeneous environments. Phys Biol 2008; 5:036010. [PMID: 18824788 DOI: 10.1088/1478-3975/5/3/036010] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The holy grail of computational tumor modeling is to develop a simulation tool that can be utilized in the clinic to predict neoplastic progression and propose individualized optimal treatment strategies. In order to develop such a predictive model, one must account for many of the complex processes involved in tumor growth. One interaction that has not been incorporated into computational models of neoplastic progression is the impact that organ-imposed physical confinement and heterogeneity have on tumor growth. For this reason, we have taken a cellular automaton algorithm that was originally designed to simulate spherically symmetric tumor growth and generalized the algorithm to incorporate the effects of tissue shape and structure. We show that models that do not account for organ/tissue geometry and topology lead to false conclusions about tumor spread, shape and size. The impact that confinement has on tumor growth is more pronounced when a neoplasm is growing close to, versus far from, the confining boundary. Thus, any clinical simulation tool of cancer progression must not only consider the shape and structure of the organ in which a tumor is growing, but must also consider the location of the tumor within the organ if it is to accurately predict neoplastic growth dynamics.
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Affiliation(s)
- Jana L Gevertz
- Program in Applied and Computational Mathematics, Princeton University, Princeton, NJ 08544, USA
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62
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Rosca EV, Stukel JM, Gillies RJ, Vagner J, Caplan MR. Specificity and mobility of biomacromolecular, multivalent constructs for cellular targeting. Biomacromolecules 2007; 8:3830-5. [PMID: 18039007 DOI: 10.1021/bm700791a] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Effective targeting of drugs to cells requires that the drug reach the target cell and interact specifically with it. In this study, we synthesized a biomacromolecular, multivalent construct intended to target glioblastoma tumors. The construct was created by linking three dodecapeptides, reported to bind the alpha 6beta1 integrin, with poly(ethylene glycol) linkers. The construct is intended to be delivered locally, and it demonstrates a more homogeneous and more rapid perfusion profile in comparison with quantum dots. The binding specificity of the construct was investigated by using glioblastoma cells and normal human astrocyte cells. The results reveal qualitative differences in binding between glioma and normal human astrocyte cells, with a moderate increase in binding avidity due to multivalency (0.79 microM for the trivalent construct versus 4.28 microM for the dodecapeptide). Overall, biomacromolecular constructs appear to be a promising approach for targeting with high biocompatibility, good perfusion abilities, and specificity.
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Affiliation(s)
- Elena V Rosca
- Harrington Department of Bioengineering, Arizona State University, Tempe, Arizona 85287-9709, USA
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63
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Prediction of convection-enhanced drug delivery to the human brain. J Theor Biol 2007; 250:125-38. [PMID: 17950757 DOI: 10.1016/j.jtbi.2007.09.009] [Citation(s) in RCA: 97] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2007] [Revised: 09/05/2007] [Accepted: 09/05/2007] [Indexed: 11/30/2022]
Abstract
The treatment for many neurodegenerative diseases of the central nervous system (CNS) involves the delivery of large molecular weight drugs to the brain. The blood brain barrier, however, prevents many therapeutic molecules from entering the CNS. Despite much effort in studying drug dispersion with animal models, accurate drug targeting in humans remains a challenge. This article proposes an engineering approach for the systematic design of targeted drug delivery into the human brain. The proposed method predicts achievable volumes of distribution for therapeutic agents based on first principles transport and chemical kinetics models as well as accurate reconstruction of the brain geometry from patient-specific diffusion tensor magnetic resonance imaging. The predictive capabilities of the methodology will be demonstrated for invasive intraparenchymal drug administration. A systematic procedure to determine the optimal infusion and catheter design parameters to maximize penetration depth and volumes of distribution in the target area will be discussed. The computational results are validated with agarose gel phantom experiments. The methodology integrates interdisciplinary expertise from medical imaging and engineering. This approach will allow physicians and scientists to design and optimize drug administration in a systematic fashion.
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64
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Chen X, Sarntinoranont M. Biphasic finite element model of solute transport for direct infusion into nervous tissue. Ann Biomed Eng 2007; 35:2145-58. [PMID: 17846894 DOI: 10.1007/s10439-007-9371-1] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2007] [Accepted: 08/13/2007] [Indexed: 02/06/2023]
Abstract
Infusion-based techniques are promising drug delivery methods for treating diseases of the nervous system. Direct infusion into tissue parenchyma circumvents the blood-brain barrier, localizes delivery, and facilitates transport of macromolecular agents. Computational models that predict interstitial flow and solute transport may aid in protocol design and optimization. We have developed a biphasic finite element (FE) model that accounts for local, flow-induced tissue swelling around an infusion cavity. It solves for interstitial fluid flow, tissue deformation, and solute transport in surrounding isotropic gray matter. FE solutions for pressure-controlled infusion were validated by comparing with analytical solutions. The influence of deformation-dependent hydraulic permeability was considered. A transient, nonlinear relationship between infusion pressure and infusion rate was determined. The sensitivity of convection-dominated solute transport (i.e., albumin) over a range of nervous tissue properties was also simulated. Solute transport was found to be sensitive to pressure-induced swelling effects mainly in regions adjacent to the infusion cavity (r/a 0 <or= 5 where a 0 is the outer cannula radius) for short times infusion simulated (3 min). Overall, the biphasic approach predicted enhanced macromolecular transport for small volume infusions (e.g., 2 microL over 1 h). Solute transport was enhanced by decreasing Young's modulus and increasing hydraulic permeability of the tissue.
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Affiliation(s)
- Xiaoming Chen
- Department of Mechanical and Aerospace Engineering, 212 MAE-A, University of Florida, Gainesville, FL 32611, USA
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65
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Sampson JH, Brady ML, Petry NA, Croteau D, Friedman AH, Friedman HS, Wong T, Bigner DD, Pastan I, Puri RK, Pedain C. Intracerebral infusate distribution by convection-enhanced delivery in humans with malignant gliomas: descriptive effects of target anatomy and catheter positioning. Neurosurgery 2007; 60:ONS89-98; discussion ONS98-9. [PMID: 17297371 DOI: 10.1227/01.neu.0000249256.09289.5f] [Citation(s) in RCA: 85] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE Convection-enhanced delivery (CED) holds tremendous potential for drug delivery to the brain. However, little is known about the volume of distribution achieved within human brain tissue or how target anatomy and catheter positioning influence drug distribution. The primary objective of this study was to quantitatively describe the distribution of a high molecular weight agent by CED relative to target anatomy and catheter position in patients with malignant gliomas. METHODS Seven adult patients with recurrent malignant gliomas underwent intracerebral infusion of the tumor-targeted cytotoxin, cintredekin besudotox, concurrently with 123I-labeled human serum albumin. High-resolution single-photon emission computed tomographic images were obtained at 24 and 48 hours and were coregistered with magnetic resonance imaging scans. The distribution of 123I-labeled human serum albumin relative to target anatomy and catheter position was analyzed. RESULTS Intracerebral CED infusions were well-tolerated and some resulted in a broad distribution of 123I-labeled human serum albumin, but target anatomy and catheter positioning had a significant influence on infusate distribution even within non-contrast-enhancing areas of brain. Intratumoral infusions were anisotropic and resulted in limited coverage of the enhancing tumor area and adjacent peritumoral regions. CONCLUSIONS CED has the potential to deliver high molecular weight agents into tumor-infiltrated brain parenchyma with volumes of distribution that are clinically relevant. Target tissue anatomy and catheter position are critical parameters in optimizing drug delivery.
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Affiliation(s)
- John H Sampson
- Department of Surgery, Division of Neurosurgery, Duke University Medical Center, Durham, North Carolina 27710, USA.
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66
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Sampson JH, Raghavan R, Brady ML, Provenzale JM, Herndon JE, Croteau D, Friedman AH, Reardon DA, Coleman RE, Wong T, Bigner DD, Pastan I, Rodríguez-Ponce MI, Tanner P, Puri R, Pedain C. Clinical utility of a patient-specific algorithm for simulating intracerebral drug infusions. Neuro Oncol 2007; 9:343-53. [PMID: 17435179 PMCID: PMC1907410 DOI: 10.1215/15228517-2007-007] [Citation(s) in RCA: 99] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2006] [Accepted: 09/21/2006] [Indexed: 11/19/2022] Open
Abstract
Convection-enhanced delivery (CED) is a novel drug delivery technique that uses positive infusion pressure to deliver therapeutic agents directly into the interstitial spaces of the brain. Despite the promise of CED, clinical trials have demonstrated that target-tissue anatomy and patient-specific physiology play a major role in drug distribution using this technique. In this study, we retrospectively tested the ability of a software algorithm using MR diffusion tensor imaging to predict patient-specific drug distributions by CED. A tumor-targeted cytotoxin, cintredekin besudotox (interleukin 13-PE38QQR), was coinfused with iodine 123-labeled human serum albumin (123I-HSA), in patients with recurrent malignant gliomas. The spatial distribution of 123I-HSA was then compared to a drug distribution simulation provided by the software algorithm. The algorithm had a high sensitivity (71.4%) and specificity (100%) for identifying the high proportion (7 of 14) of catheter trajectories that failed to deliver drug into the desired anatomical region (p = 0.021). This usually occurred when catheter trajectories crossed deep sulci, resulting in leak of the infusate into the subarachnoid cerebrospinal fluid space. The mean concordance of the volume of distribution at the 50% isodose level between the actual 123I-HSA distribution and simulation was 65.75% (95% confidence interval [CI], 52.0%-79.5%), and the mean maximal inplane deviation was less than 8.5 mm (95% CI, 4.0-13.0 mm). The use of this simulation algorithm was considered clinically useful in 84.6% of catheters. Routine use of this algorithm, and its further developments, should improve prospective selection of catheter trajectories, and thereby improve the efficacy of drugs delivered by this promising technique.
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Affiliation(s)
- John H Sampson
- Department of Surgery, Division of Neurosurgery, Duke university Medical Center, Durham, NC 27710, USA.
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Chen X, Astary GW, Mareci TH, Sarntinoranont M. Determination of macromolecular concentration following direct infusion into hydrogel using contrast-enhanced MRI. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2007; 2007:2887-2890. [PMID: 18002598 DOI: 10.1109/iembs.2007.4352932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Direct tissue infusion has emerged as a promising drug delivery method for treating diseases of the nervous system because the blood-brain or blood-spinal cord barriers are circumvented. Determination of the spatial distribution of therapeutic agents after infusion is important in evaluating the efficacy of treatment and optimizing infusion protocols. In this study, we provide a methodology to determine the concentration distribution of Gd-labeled tracers using contrast-enhanced MRI. An 11.1 T magnet system was used to image infusion of Gd-DTPA labeled albumin (Gd-albumin) into an agarose-based hydrogel. By using data from preliminary scans, Gd-albumin distribution was determined from the signal intensity of the MR images. As an initial validation test, these concentration profiles were compared with distribution profiles predicted for porous media transport by convection and diffusion. Comparison of model results show good correlation between predicted distributions. In future studies, the presented methodology may be used to estimate the distribution of Gd-tracer following infusion directly into tissue.
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Affiliation(s)
- Xiaoming Chen
- Department of Mechanical & Aerospace Engineering, University of Florida, Gainesville 32611, USA.
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68
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Fatouros PP, Corwin FD, Chen ZJ, Broaddus WC, Tatum JL, Kettenmann B, Ge Z, Gibson HW, Russ JL, Leonard AP, Duchamp JC, Dorn HC. In vitro and in vivo imaging studies of a new endohedral metallofullerene nanoparticle. Radiology 2006; 240:756-64. [PMID: 16837672 DOI: 10.1148/radiol.2403051341] [Citation(s) in RCA: 128] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To evaluate the effectiveness of a functionalized trimetallic nitride endohedral metallofullerene nanoparticle as a magnetic resonance (MR) imaging proton relaxation agent and to follow its distribution for in vitro agarose gel infusions and in vivo infusions in rat brain. MATERIALS AND METHODS The animal study was approved by the animal care and use committee. Gd(3)N@C(80) was functionalized with poly(ethylene glycol) units, and the carbon cage was hydroxylated to provide improved water solubility and biodistribution. Relaxation rate measurements (R1 = 1/T1 and R2 = 1/T2) of water solutions of this contrast agent were conducted at 0.35-, 2.4-, and 9.4-T MR imaging. Images of contrast agent distributions were produced following infusions in six agarose gel samples at 2.4 T and from direct brain infusions into normal and tumor-bearing rat brain at 2.4 T. The relaxivity of a control functionalized lutetium agent, Lu(3)N@C(80), was also determined. RESULTS Water hydrogen MR imaging relaxivity (r1) for this metallofullerene nanoparticle was markedly higher than that for commercial agents (eg, gadodiamide); r1 values of 102, 143, and 32 L . mmol(-1) . sec(-1) were measured at 0.35, 2.4, and 9.4 T, respectively. In studies of in vitro agarose gel infusion, the use of functionalized Gd(3)N@C(80) at concentrations an order of magnitude lower resulted in equivalent visualization in comparison with commercial agents. Comparable contrast enhancement was obtained with direct infusions of 0.013 mmol/L of Gd(3)N@C(80) and 0.50 mmol/L of gadodiamide in live normal rat brain. Elapsed-time studies demonstrated lower diffusion rates for Gd(3)N@C(80) relative to gadodiamide in live normal rat brain tissue. Functionalized metallofullerenes directly infused into a tumor-bearing brain provided an improved tumor delineation in comparison with the intravenously injected conventional Gd(3+) chelate. A control lutetium functionalized Lu(3)N@C(80) nanoparticle exhibited very low MR imaging relaxivity. CONCLUSION The new functionalized trimetallic nitride endohedral metallofullerene species Gd(3)N@C(80)[DiPEG5000(OH)(x)] is an effective proton relaxation agent, as demonstrated with in vitro relaxivity and MR imaging studies, in infusion experiments with agarose gel and in vivo rat brain studies simulating clinical conditions of direct intraparenchymal drug delivery for the treatment of brain tumors.
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Affiliation(s)
- Panos P Fatouros
- Department of Radiology, Virginia Commonwealth University, Sanger Hall, B3-021, 1101 E Marshall St, PO Box 980072, Richmond, VA 23298-0072, USA.
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69
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Abstract
Malignant gliomas represent a difficult treatment challenge for the neuro-oncologist and the neurosurgeon. These tumours continue to be refractory to standard therapies, such as surgery, radiotherapy and conventional chemotherapy, and new therapeutic options are clearly needed. Therefore, investigators have recently taken a new direction and started to engineer compounds such as recombinant cytotoxins, antiangiogenesis factors and genetic delivery vectors. However, these promising new agents are all dependent on an effective distribution method in order to bypass the blood-brain barrier. Convection-enhanced delivery (CED) allows for the administration of targeted toxins and other agents directly into the brain at the site of a tumour via catheters placed with the aid of stereotactic or image-guided surgery. The use of this technique is gaining momentum as a newly accepted treatment modality where little else has produced durable results in the fight against gliomas. Direct intratumoural infusion was first performed in nude mouse flank tumour models of human malignant glioma. After significant testing in preclinical animal studies, this method of delivery was followed by the successful demonstration of in vivo efficacy in Phase I and II clinical trials. Currently, this technique is being used in the investigational setting at academic medical centres where investigators are starting to define the best practice for CED. Fundamental issues in this method of delivery such as rate of infusion, cannula size, infusate concentration and tissue-cannula sealing time shape the current discussion in the literature. Targeted toxin therapy represents one of the newest and most promising treatments for this unfortunate patient population, with proven clinical efficacy administered through CED, which is a novel approach to drug delivery.
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Affiliation(s)
- Walter A Hall
- Department of Neurosurgery, University of Minnesota Medical School, MMC 96, 420 Delaware Street SE, Minneapolis, MN 55455, USA.
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70
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Krauze MT, Saito R, Noble C, Tamas M, Bringas J, Park JW, Berger MS, Bankiewicz K. Reflux-free cannula for convection-enhanced high-speed delivery of therapeutic agents. J Neurosurg 2005; 103:923-9. [PMID: 16304999 PMCID: PMC3816104 DOI: 10.3171/jns.2005.103.5.0923] [Citation(s) in RCA: 172] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECT Clinical application of the convection-enhanced delivery (CED) technique is currently limited by low infusion speed and reflux of the delivered agent. The authors developed and evaluated a new step-design cannula to overcome present limitations and to introduce a rapid, reflux-free CED method for future clinical trials. METHODS The CED of 0.4% trypan blue dye was performed in agarose gel to test cannula needles for distribution and reflux. Infusion rates ranging from 0.5 to 50 microl/minute were used. Agarose gel findings were translated into a study in rats and then in cynomolgus monkeys (Macacafascicularis) by using trypan blue and liposomes to confirm the efficacy of the reflux-free step-design cannula in vivo. Results of agarose gel studies showed reflux-free infusion with high flow rates using the step-design cannula. Data from the study in rats confirmed the agarose gel findings and also revealed increasing tissue damage at a flow rate above 5-microl/minute. Robust reflux-free delivery and distribution of liposomes was achieved using the step-design cannula in brains in both rats and nonhuman primates. CONCLUSIONS The authors developed a new step-design cannula for CED that effectively prevents reflux in vivo and maximizes the distribution of agents delivered in the brain. Data in the present study show reflux-free infusion with a constant volume of distribution in the rat brain over a broad range of flow rates. Reflux-free delivery of liposomes into nonhuman primate brain was also established using the cannula. This step-design cannula may allow reflux-free distribution and shorten the duration of infusion in future clinical applications of CED in humans.
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Affiliation(s)
- Michal T Krauze
- Department of Neurological Surgery, Brain Tumor Research Center, University of California, San Francisco, California 94103, USA
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71
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Mardor Y, Rahav O, Zauberman Y, Lidar Z, Ocherashvilli A, Daniels D, Roth Y, Maier SE, Orenstein A, Ram Z. Convection-Enhanced Drug Delivery: Increased Efficacy and Magnetic Resonance Image Monitoring. Cancer Res 2005; 65:6858-63. [PMID: 16061669 DOI: 10.1158/0008-5472.can-05-0161] [Citation(s) in RCA: 80] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Convection-enhanced drug delivery (CED) is a novel approach to directly deliver drugs into brain tissue and brain tumors. It is based on delivering a continuous infusion of drugs via intracranial catheters, enabling convective distribution of high drug concentrations over large volumes of the target tissue while avoiding systemic toxicity. Efficient formation of convection depends on various physical and physiologic variables. Previous convection-based clinical trials showed significant diversity in the extent of convection among patients and drugs. Monitoring convection has proven to be an essential, yet difficult task. The current study describes the application of magnetic resonance imaging for immediate assessment of convection efficiency and early assessment of cytotoxic tissue response in a rat brain model. Immediate assessment of infusate distribution was obtained by mixing Gd-diethylenetriaminepentaacetic acid in the infusate prior to infusion. Early assessment of cytotoxic tissue response was obtained by subsequent diffusion-weighted magnetic resonance imaging. In addition, the latter imaging methodologies were used to establish the correlation between CED extent and infusate's viscosity. It was found that low-viscosity infusates tend to backflow along the catheter track, whereas high-viscosity infusates tend to form efficient convection. These results suggest that CED formation and extent may be significantly improved by increasing the infusate's viscosities, thus increasing treatment effects.
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Affiliation(s)
- Yael Mardor
- Advanced Technology Center, Neurosurgery Department, Sheba Cancer Research Center, Sheba Medical Center, Tel Hashomer, Ramat Gan.
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72
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Patel SJ, Shapiro WR, Laske DW, Jensen RL, Asher AL, Wessels BW, Carpenter SP, Shan JS. Safety and Feasibility of Convection-enhanced Delivery of Cotara for the Treatment of Malignant Glioma: Initial Experience in 51 Patients. Neurosurgery 2005; 56:1243-52; discussion 1252-3. [PMID: 15918940 DOI: 10.1227/01.neu.0000159649.71890.30] [Citation(s) in RCA: 126] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2004] [Accepted: 01/13/2005] [Indexed: 11/19/2022] Open
Abstract
Abstract
OBJECTIVE:
We report the safety and feasibility of using convection-enhanced delivery to administer Cotara (Peregrine Pharmaceuticals, Inc., Tustin, CA), a novel radioimmunotherapeutic agent, to patients with malignant glioma.
METHODS:
Between April 1998 and November 2002, 51 patients with histologically confirmed malignant glioma received Cotara by convection-enhanced delivery. Most patients (88%) were treated with Cotara targeting tumor volume-dependent, single or multiple administrations of activity ranging from 0.5 to 3.0 mCi/cm3 of baseline clinical target volume. Two weeks after infusion, single-photon emission computed tomographic imaging determined the spatial distribution of Cotara. Patients were followed for as long as 41 months (average follow-up, 5 mo). Safety was evaluated on the basis of incidence of procedure-related, neurological, and systemic adverse events. Feasibility was evaluated in a subset of patients on the basis of the correlation between the prescribed activity and the actual activity administered to the targeted region.
RESULTS:
Fifty-one patients, 37 with recurrent glioblastoma multiforme, 8 with newly diagnosed glioblastoma multiforme, and 6 with recurrent anaplastic astrocytomas, were treated. Average tumor volume was 36 ± 27.6 cm3 (range, 5–168 cm3). Of the 67 infusions, 13 (19%), 52 (78%), and 2 (3%) delivered less than 90%, 100 ± 10%, and more than 110%, respectively, of the prescribed administered activity to the targeted region. Treatment-emergent, drug-related central nervous system adverse events included brain edema (16%), hemiparesis (14%), and headache (14%). Systemic adverse events were mild. Several patients had objective responses to Cotara.
CONCLUSION:
The majority of Cotara infusions delivered between 90 and 110% of the prescribed administered activity to the targeted region. This method of administration has an acceptable safety profile compared with literature reports of other therapeutics delivered by convection-enhanced delivery.
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Affiliation(s)
- Sunil J Patel
- Department of Neurological Surgery, Medical University of South Carolina, Charleston, South Carolina, USA
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73
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Vogelbaum MA. Convection enhanced delivery for the treatment of malignant gliomas: symposium review. J Neurooncol 2005; 73:57-69. [PMID: 15933820 DOI: 10.1007/s11060-004-2243-8] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
In January 2003 a symposium was held to discuss the current state of progress and future challenges for the recently described technique of convection enhanced delivery (CED). The focus of the CED symposium was on the potential use of this novel drug delivery technology to enhance the delivery of chemotherapy to malignant brain tumors. The international panel of invited speakers included individuals who had a significant role in pioneering the concept of CED, were actively pursuing new areas of investigation into the uses of CED and/or who were directing the first clinical trials using CED in patients with malignant brain tumors. Topics covered included the physiology of the blood brain barrier, basic principles of CED, application of CED to the treatment of brain tumors, and research models that have been developed to further refine the technique of CED. Each speaker's talk has been abstracted and a list of relevant references has been compiled.
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Affiliation(s)
- Michael A Vogelbaum
- Brain Tumor Institute, Department of Neurosurgery, Cleveland Clinic Foundation, Cleveland, OH 44195, USA.
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74
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Chiocca EA, Broaddus WC, Gillies GT, Visted T, Lamfers MLM. Neurosurgical delivery of chemotherapeutics, targeted toxins, genetic and viral therapies in neuro-oncology. J Neurooncol 2004; 69:101-17. [PMID: 15527083 DOI: 10.1023/b:neon.0000041874.02554.b3] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Local delivery of biologic agents, such as gene and viruses, has been tested preclinically with encouraging success, and in some instances clinical trials have also been performed. In addition, the positive pressure infusion of various therapeutic agents is undergoing human testing and approval has already been granted for routine clinical use of biodegradable implants that diffuse a chemotherapeutic agent into peritumoral regions. Safety in glioma patients has been shown, but anticancer efficacy needs additional refinements in the technologies employed. In this review, we will describe these modalities and provide a perspective on needed improvements that should render them more successful.
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Affiliation(s)
- E Antonio Chiocca
- Molecular Neuro-Oncology Laboratories, Neurosurgery Service, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
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75
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Chen ZJ, Gillies GT, Broaddus WC, Prabhu SS, Fillmore H, Mitchell RM, Corwin FD, Fatouros PP. A realistic brain tissue phantom for intraparenchymal infusion studies. J Neurosurg 2004; 101:314-22. [PMID: 15309925 DOI: 10.3171/jns.2004.101.2.0314] [Citation(s) in RCA: 180] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Object. The goal of this study was to validate a simple, inexpensive, and robust model system to be used as an in vitro surrogate for in vivo brain tissues in preclinical and exploratory studies of infusion-based intraparenchymal drug and cell delivery.
Methods. Agarose gels of varying concentrations and porcine brain were tested to determine the infusion characteristics of several different catheters at flow rates of 0.5 and 1 µl per minute by using bromophenol blue (BPB) dye (molecular weight [MW] ∼690) and gadodiamide (MW ∼573). Magnetic resonance (MR) imaging and videomicroscopy were used to measure the distribution of these infusates, with a simultaneous measurement of infusion pressures. In addition, the forces of catheter penetration and movement through gel and brain were measured.
Agarose gel at a 0.6% concentration closely resembles in vivo brain with respect to several critical physical characteristics. The ratio of distribution volume to infusion volume of agarose was 10 compared with 7.1 for brain. The infusion pressure of the gel demonstrated profiles similar in configuration and magnitude to those of the brain (plateau pressures 10–20 mm Hg). Gadodiamide infusion in agarose closely resembled that in the brain, as documented using T1-weighted MR imaging. Gadodiamide distribution in agarose gel was virtually identical to that of BPB dye, as documented by MR imaging and videomicroscopy. The force profile for insertion of a silastic catheter into agarose gel was similar in magnitude and configuration to the force profile for insertion into the brain. Careful insertion of the cannula using a stereotactic guide is critical to minimize irregularity and backflow of infusate distribution.
Conclusions. Agarose gel (0.6%) is a useful surrogate for in vivo brain in exploratory studies of convection-enhanced delivery.
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Affiliation(s)
- Zhi-Jian Chen
- Department of Neurosurgery, Harold F. Young Neurosurgical Center, Division of Radiation Physics and Biology, Medical College of Virginia Hospitals, Virginia Commonwealth University, Richmond, Virginia 23298-0631, USA
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