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Predicting therapeutic nanomedicine efficacy using a companion magnetic resonance imaging nanoparticle
- Source :
- Science Translational Medicine, Vol. 7, No 314 (2015) P. 314ra183, Technical University of Denmark Orbit
- Publication Year :
- 2015
-
Abstract
- Therapeutic nanoparticles (TNPs) have shown heterogeneous responses in human clinical trials, raising questions of whether imaging should be used to identify patients with a higher likelihood of NP accumulation and thus therapeutic response. Despite extensive debate about the enhanced permeability and retention (EPR) effect in tumors, it is increasingly clear that EPR is extremely variable; yet, little experimental data exist to predict the clinical utility of EPR and its influence on TNP efficacy. We hypothesized that a 30-nm magnetic NP (MNP) in clinical use could predict colocalization of TNPs by magnetic resonance imaging (MRI). To this end, we performed single-cell resolution imaging of fluorescently labeled MNPs and TNPs and studied their intratumoral distribution in mice. MNPs circulated in the tumor microvasculature and demonstrated sustained uptake into cells of the tumor microenvironment within minutes. MNPs could predictably demonstrate areas of colocalization for a model TNP, poly(d,l-lactic-co-glycolic acid)-b-polyethylene glycol (PLGA-PEG), within the tumor microenvironment with >85% accuracy and circulating within the microvasculature with >95% accuracy, despite their markedly different sizes and compositions. Computational analysis of NP transport enabled predictive modeling of TNP distribution based on imaging data and identified key parameters governing intratumoral NP accumulation and macrophage uptake. Finally, MRI accurately predicted initial treatment response and drug accumulation in a preclinical efficacy study using a paclitaxel-encapsulated NP in tumor-bearing mice. These approaches yield valuable insight into the in vivo kinetics of NP distribution and suggest that clinically relevant imaging modalities and agents can be used to select patients with high EPR for treatment with TNPs.
- Subjects :
- Pathology
Time Factors
Nude
Nanoparticle
Inbred C57BL
Nanomedicine/methods
Transgenic
Magnetic Resonance Imaging/methods
Mice
Fibrosarcoma/drug therapy/genetics/metabolism/pathology
Ovarian Neoplasms/drug therapy/genetics/metabolism/pathology
Tumor Microenvironment
Tissue Distribution
Inbred BALB C
Tumor
medicine.diagnostic_test
Chemistry
General Medicine
Paclitaxel/administration & dosage/chemistry/metabolism
Disease Progression
Nanomedicine
Female
medicine.medical_specialty
Polyglactin 910/chemistry/metabolism
Magnetics/methods
Antineoplastic Agents
Ferrosoferric Oxide/chemistry/metabolism
Phytogenic/administration & dosage/chemistry/metabolism
Cell Line
Text mining
Predictive Value of Tests
Macrophages/metabolism
medicine
Initial treatment
Animals
Humans
Polyethylene Glycols/chemistry/metabolism
Particle Size
Tumor microenvironment
business.industry
Colocalization
Magnetic resonance imaging
Xenograft Model Antitumor Assays
Permeability (electromagnetism)
Pharmaceutical
Cancer research
Nanoparticles
business
DNA Damage
Subjects
Details
- Language :
- English
- ISSN :
- 19466234
- Database :
- OpenAIRE
- Journal :
- Science Translational Medicine, Vol. 7, No 314 (2015) P. 314ra183, Technical University of Denmark Orbit
- Accession number :
- edsair.doi.dedup.....c218170ebde1d1a068a66648dc762ae0