Analysis of a simulation algorithm for direct brain drug delivery
Open accessAbstract
Convection enhanced delivery (CED) achieves targeted delivery of drugs with a pressure-driven infusion through a cannula placed stereotactically in the brain. This technique bypasses the blood brain barrier and gives precise distributions of drugs, minimizing off-target effects of compounds such as viral vectors for gene therapy or toxic chemotherapy agents. The exact distribution is affected by the cannula positioning, flow rate and underlying tissue structure. This study presents an analysis of a simulation algorithm for predicting the distribution using baseline MRI images acquired prior to inserting the cannula. The MRI images included diffusion tensor imaging (DTI) to estimate the tissue properties. The algorithm was adapted for the devices and protocols identified for upcoming trials and validated with direct MRI visualization of gadoinium in 20 infusions in non-human primates. We found strong agreement between the size and location of the simulated and gadolinium volumes, demonstrating the clinical utility of this surgical planning algorithm.
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Convection-enhanced delivery increases the vector volume that can be delivered to the target site and enhances cell transduction in the targeted CNS substructure.
“This has the advantage of increased vector volume that can be delivered to the target site, which enhances cell transduction in the targeted CNS substructure”
From AAVrh.10-Mediated APOE2 Central Nervous System Gene Therapy for APOE4-Associated Alzheimer's Disease (2018) · cites this paper as [79]
The Introduction describes CED as a means of distributing viral vectors to brain targets, and Methods §2.1 reports vector co-infusions of 30–300 μL. The paper does not show that CED increases the volume of vector that can be delivered relative to another method or that a larger volume enhances cell transduction in the targeted CNS structure. (LLM, conf=0.84)
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Cites
Random Heterogeneous Materials
Salvatore Torquato, A. (2002) · Interdisciplinary applied mathematics · doi:10.1007/978-1-4757-6355-3 · Cited by 4,216 · see citing works
Estimation of the Effective Self-Diffusion Tensor from the NMR Spin Echo
Basser, P. J., Mattiello, J., & Bihan, D. L. (1994) · Journal of Magnetic Resonance Series B · doi:10.1006/jmrb.1994.1037 · Cited by 3,656 · see citing works
Convection-enhanced delivery of macromolecules in the brain.
Bobo, R. H., Laske, D. W., Akbaşak, A., Morrison, P. F., Dedrick, R. L., & Oldfield, E. H. (1994) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.91.6.2076 · Cited by 1,414 · see citing works
Stochastic Differential Equations and Applications
Friedman, A. (1976) · Elsevier eBooks · doi:10.1016/c2013-0-07333-1 · Cited by 1,408 · see citing works
Stochastic differential equations and applications
Rota, G. (1977) · Advances in Mathematics · doi:10.1016/0001-8708(77)90127-x · Cited by 1,161 · see citing works
Lang, A. E., Gill, S., Patel, N., Lozano, A., Nutt, J. G., Penn, R., Brooks, D. J., Hotton, G. R., Moro, E., Heywood, P., et al. (2006) · Annals of Neurology · doi:10.1002/ana.20737 · Cited by 987 · see citing works
Functional Integration And Partial Differential Equations
Freidlin, M. I. (1985) · CERN Document Server (European Organization for Nuclear Research) · Cited by 682 · see citing works
Point source concentration of GDNF may explain failure of phase II clinical trial
Salvatore, M. F., Ai, Y., FISCHER, B., ZHANG, A., Grondin, R., Zhang, Z., Gerhardt, G. A., & Gash, D. M. (2006) · Experimental Neurology · doi:10.1016/j.expneurol.2006.07.015 · Cited by 261 · see citing works
Convection-enhanced delivery of therapeutics for brain disease, and its optimization
Raghavan, R., Brady, M., Rodríguez-Ponce, M. I., Hartlep, A., Pedain, C., & Sampson, J. H. (2006) · Neurosurgical FOCUS · doi:10.3171/foc.2006.20.4.7 · Cited by 252 · see citing works
Poor drug distribution as a possible explanation for the results of the PRECISE trial
Sampson, J. H., Archer, G. E., Pedain, C., Wembacher-Schroeder, E., Westphal, M., Kunwar, S., Vogelbaum, M. A., Sykes, A. D., Herndon, J. E., Raghavan, R., et al. (2009) · Journal of neurosurgery · doi:10.3171/2009.11.jns091052 · Cited by 248 · see citing works
Self-citationReflux-free cannula for convection-enhanced high-speed delivery of therapeutic agents
Krauze, M. T., Saito, R., Noble, C. O., Tamas, M., Bringas, J., Park, J. W., Berger, M. S., & Bankiewicz, K. S. (2005) · Journal of neurosurgery · doi:10.3171/jns.2005.103.5.0923 · Cited by 235 · see citing works
Self-citationMorrison, P. F., Chen, M. Y., Chadwick, R. S., Lonser, R. R., & Oldfield, E. H. (1999) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.1999.277.4.r1218 · Cited by 209 · see citing works
Interstitial pressure, volume, and flow during infusion into brain tissue
Basser, P. J. (1992) · Microvascular Research · doi:10.1016/0026-2862(92)90077-3 · Cited by 176 · see citing works
Saito, R., Krauze, M. T., Bringas, J. R., Noble, C. O., McKnight, T. R., Jackson, P., Wendland, M. F., Mamot, C., Drummond, D. C., Kirpotin, D. B., et al. (2005) · Experimental Neurology · doi:10.1016/j.expneurol.2005.08.016 · Cited by 150 · see citing works
Self-citationRichardson, R. M., Kells, A. P., Rosenbluth, K. H., Salegio, E. A., Fiandaca, M. S., Larson, P., Starr, P. A., Martin, A. J., Lonser, R. R., Federoff, H. J., et al. (2011) · Molecular Therapy · doi:10.1038/mt.2011.11 · Cited by 145 · see citing works
Self-citationClinical utility of a patient-specific algorithm for simulating intracerebral drug infusions
Sampson, J. H., Raghavan, R., Brady, M., et al. (2007) · Neuro-Oncology · doi:10.1215/15228517-2007-007 · Cited by 124 · see citing works
Real-time MR imaging of adeno-associated viral vector delivery to the primate brain
Fiandaca, M. S., Varenika, V., Eberling, J. L., McKnight, T. R., Bringas, J., Pivirotto, P., Beyer, J., Hadaczek, P., Bowers, W. J., Park, J. B., et al. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.11.012 · Cited by 122 · see citing works
Self-citationRichardson, R. M., Kells, A. P., Martin, A. J., Larson, P., Starr, P. A., Piferi, P., Bates, G., Tansey, L., Rosenbluth, K. H., Bringas, J. R., et al. (2011) · Stereotactic and Functional Neurosurgery · doi:10.1159/000323544 · Cited by 102 · see citing works
Self-citationDickinson, P. J., LeCouteur, R. A., Higgins, R. J., Bringas, J. R., Roberts, B., Larson, R. F., Yamashita, Y., Krauze, M. T., Noble, C. O., Drummond, D. C., et al. (2008) · Journal of neurosurgery · doi:10.3171/jns/2008/108/5/0989 · Cited by 94 · see citing works
Self-citationKrauze, M. T., McKnight, T. R., Yamashita, Y., Bringas, J., Noble, C. O., Saito, R., Geletneky, K., Forsayeth, J., Berger, M. S., Jackson, P., et al. (2005) · Brain Research Protocols · doi:10.1016/j.brainresprot.2005.08.003 · Cited by 93 · see citing works
Self-citationSu, X., Kells, A. P., Salegio, E. A., Richardson, R. M., Hadaczek, P., Beyer, J., Bringas, J., Pivirotto, P., Forsayeth, J., & Bankiewicz, K. S. (2010) · Molecular Therapy · doi:10.1038/mt.2010.114 · Cited by 82 · see citing works
Self-citationRaghavan, R., Mikaelian, S., Brady, M., et al. (2009) · Physics in Medicine and Biology · doi:10.1088/0031-9155/55/1/017 · Cited by 50 · see citing works
Effect of ependymal and pial surfaces on convectionenhanced delivery
Jagannathan, J., Walbridge, S., Butman, J. A., et al. (2008) · Journal of neurosurgery · doi:10.3171/jns/2008/109/9/0547 · Cited by 42 · see citing works
Design of an in-dwelling cannula for convection-enhanced delivery
Rosenbluth, K. H., Luz, M., Mohr, E., Mittermeyer, S., Bringas, J., & Bankiewicz, K. S. (2010) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2010.12.022 · Cited by 29 · see citing works
Self-citationFuture Applications: Gene Therapy
Richardson, R. M., Varenika, V., Forsayeth, J., & Bankiewicz, K. S. (2009) · Neurosurgery Clinics of North America · doi:10.1016/j.nec.2009.04.004 · Cited by 25 · see citing works
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- Fiandaca MS Varenika V 2009 Real-time MR imaging of adeno-associated viral vector delivery to the primate brain Neuroimage 47 Suppl 2 T27 35 19095069 PMC2730220
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AAVrh.10-Mediated APOE2 Central Nervous System Gene Therapy for APOE4-Associated Alzheimer's Disease
Rosenberg, J. B., Kaplitt, M. G., De, B. P., Chen, A., Flagiello, T., Salami, C., Pey, E., Zhao, L., Ricart Arbona, R. J., Monette, S., et al. (2018) · Human Gene Therapy Clinical Development · doi:10.1089/humc.2017.231 · Cited by 169 · see citing works
- Authors
- Rosenbluth, K. H., Eschermann, J. F., Mittermeyer, G., Thomson, R., Mittermeyer, S., & Bankiewicz, K. S.
- Affiliations
- University of California, San Francisco (US)
- Brainlab (Germany) (DE)
- Corresponding author
- Rosenbluth, Kathryn Hammond
- Venue
- NeuroImage
- Publisher
- Elsevier BV
- Published
- 2012-02
- Volume
- 59
- Issue
- 3
- Pages
- 2423-2429
- ISSN
- 1053-8119 (ISSN-L)
- PMC
- PMC3254804
- OpenAlex
- W2034095106
- Cited by
- 36
- References
- 25
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 3 · 2023: 2 · 2022: 5 · 2021: 3 · 2020: 2 · 2019: 4 · 2018: 1 · 2017: 2 · 2016: 2 · 2015: 1 · 2014: 3 · 2013: 4 · 2012: 1
- FWCI
- 1.41
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- NeuroImage (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Cancer Institute (P01CA118816)
- Topics
- Life Sciences › Neuroscience › Neurology › Barrier Structure and Function Studies
- Health Sciences › Medicine › Genetics › Glioma Diagnosis and Treatment
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Cerebrospinal fluid and hydrocephalus
- Keywords
- convection-enhanced delivery, simulation algorithms, diffusion tensor imaging, tissue anisotropy, surgical planning, gadolinium-enhanced MRI, non-human primates, blood-brain barrier bypass, gene therapy vectors, chemotherapy
- MeSH terms
- Algorithms, Animals, Blood-Brain Barrier, Brain, Catheterization, Computer Simulation, Contrast Media, Gadolinium, Image Processing, Computer-Assisted, Injections, Macaca fascicularis, Macaca mulatta, Magnetic Resonance Imaging, Pressure, Stereotaxic Techniques, Reproducibility of Results, Drug Delivery Systems, Gene Transfer Techniques, Convection, Diffusion Tensor Imaging
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