Literature DB >> 26582898

Predicting therapeutic nanomedicine efficacy using a companion magnetic resonance imaging nanoparticle.

Miles A Miller1, Suresh Gadde2, Christina Pfirschke3, Camilla Engblom3, Melissa M Sprachman3, Rainer H Kohler1, Katherine S Yang3, Ashley M Laughney3, Gregory Wojtkiewicz3, Nazila Kamaly2, Sushma Bhonagiri2, Mikael J Pittet1, Omid C Farokhzad4, Ralph Weissleder5.   

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.
Copyright © 2015, American Association for the Advancement of Science.

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Year:  2015        PMID: 26582898      PMCID: PMC5462466          DOI: 10.1126/scitranslmed.aac6522

Source DB:  PubMed          Journal:  Sci Transl Med        ISSN: 1946-6234            Impact factor:   17.956


  32 in total

1.  Statistical power calculations.

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Review 2.  Imaging macrophages with nanoparticles.

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Authors:  John C Kraft; Jennifer P Freeling; Ziyao Wang; Rodney J Y Ho
Journal:  J Pharm Sci       Date:  2013-11-25       Impact factor: 3.534

4.  In vivo assessment of RAS-dependent maintenance of tumor angiogenesis by real-time magnetic resonance imaging.

Authors:  Yi Tang; Minjung Kim; Daniel Carrasco; Andrew L Kung; Lynda Chin; Ralph Weissleder
Journal:  Cancer Res       Date:  2005-09-15       Impact factor: 12.701

5.  Preclinical development and clinical translation of a PSMA-targeted docetaxel nanoparticle with a differentiated pharmacological profile.

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Journal:  Sci Transl Med       Date:  2012-04-04       Impact factor: 17.956

6.  Evidence of RNAi in humans from systemically administered siRNA via targeted nanoparticles.

Authors:  Mark E Davis; Jonathan E Zuckerman; Chung Hang J Choi; David Seligson; Anthony Tolcher; Christopher A Alabi; Yun Yen; Jeremy D Heidel; Antoni Ribas
Journal:  Nature       Date:  2010-03-21       Impact factor: 49.962

Review 7.  Emerging applications for ferumoxytol as a contrast agent in MRI.

Authors:  Mustafa R Bashir; Lubna Bhatti; Daniele Marin; Rendon C Nelson
Journal:  J Magn Reson Imaging       Date:  2014-06-30       Impact factor: 4.813

8.  Particle size distribution of exosomes and microvesicles determined by transmission electron microscopy, flow cytometry, nanoparticle tracking analysis, and resistive pulse sensing.

Authors:  E van der Pol; F A W Coumans; A E Grootemaat; C Gardiner; I L Sargent; P Harrison; A Sturk; T G van Leeuwen; R Nieuwland
Journal:  J Thromb Haemost       Date:  2014-06-19       Impact factor: 5.824

9.  Prognostic significance of tumor-associated macrophages in solid tumor: a meta-analysis of the literature.

Authors:  Qiong-wen Zhang; Lei Liu; Chang-yang Gong; Hua-shan Shi; Yun-hui Zeng; Xiao-ze Wang; Yu-wei Zhao; Yu-quan Wei
Journal:  PLoS One       Date:  2012-12-28       Impact factor: 3.240

10.  Normalization of tumour blood vessels improves the delivery of nanomedicines in a size-dependent manner.

Authors:  Vikash P Chauhan; Triantafyllos Stylianopoulos; John D Martin; Zoran Popović; Ou Chen; Walid S Kamoun; Moungi G Bawendi; Dai Fukumura; Rakesh K Jain
Journal:  Nat Nanotechnol       Date:  2012-04-08       Impact factor: 39.213

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  110 in total

Review 1.  Degradable Controlled-Release Polymers and Polymeric Nanoparticles: Mechanisms of Controlling Drug Release.

Authors:  Nazila Kamaly; Basit Yameen; Jun Wu; Omid C Farokhzad
Journal:  Chem Rev       Date:  2016-02-08       Impact factor: 60.622

2.  Quantitative Imaging of Tumor-Associated Macrophages and Their Response to Therapy Using 64Cu-Labeled Macrin.

Authors:  Hye-Yeong Kim; Ran Li; Thomas S C Ng; Gabriel Courties; Christopher Blake Rodell; Mark Prytyskach; Rainer H Kohler; Mikael J Pittet; Matthias Nahrendorf; Ralph Weissleder; Miles A Miller
Journal:  ACS Nano       Date:  2018-12-11       Impact factor: 15.881

Review 3.  Enabling Technologies for Personalized and Precision Medicine.

Authors:  Dean Ho; Stephen R Quake; Edward R B McCabe; Wee Joo Chng; Edward K Chow; Xianting Ding; Bruce D Gelb; Geoffrey S Ginsburg; Jason Hassenstab; Chih-Ming Ho; William C Mobley; Garry P Nolan; Steven T Rosen; Patrick Tan; Yun Yen; Ali Zarrinpar
Journal:  Trends Biotechnol       Date:  2020-01-21       Impact factor: 19.536

Review 4.  Imaging of Nanoparticle Distribution to Assess Treatments That Alter Delivery.

Authors:  Stephanie J Blocker; Anthony F Shields
Journal:  Mol Imaging Biol       Date:  2018-06       Impact factor: 3.488

5.  Magnetic resonance imaging-guided stratified selection of patients for nano-therapy.

Authors:  Zhen Zheng; Gaolin Liang
Journal:  Ann Transl Med       Date:  2016-10

6.  TLR7/8-agonist-loaded nanoparticles promote the polarization of tumour-associated macrophages to enhance cancer immunotherapy.

Authors:  Christopher B Rodell; Sean P Arlauckas; Michael F Cuccarese; Christopher S Garris; Ran Li; Maaz S Ahmed; Rainer H Kohler; Mikael J Pittet; Ralph Weissleder
Journal:  Nat Biomed Eng       Date:  2018-05-21       Impact factor: 25.671

Review 7.  Developing a Roadmap for Interventional Oncology.

Authors:  Stefan O Schoenberg; Ulrike I Attenberger; Stephen B Solomon; Ralph Weissleder
Journal:  Oncologist       Date:  2018-06-29

Review 8.  Tumor targeting via EPR: Strategies to enhance patient responses.

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Journal:  Adv Drug Deliv Rev       Date:  2018-07-19       Impact factor: 15.470

Review 9.  Iron oxide nanoparticles: Diagnostic, therapeutic and theranostic applications.

Authors:  Seyed Mohammadali Dadfar; Karolin Roemhild; Natascha I Drude; Saskia von Stillfried; Ruth Knüchel; Fabian Kiessling; Twan Lammers
Journal:  Adv Drug Deliv Rev       Date:  2019-01-11       Impact factor: 15.470

10.  Radiation therapy primes tumors for nanotherapeutic delivery via macrophage-mediated vascular bursts.

Authors:  Miles A Miller; Ravi Chandra; Michael F Cuccarese; Christina Pfirschke; Camilla Engblom; Shawn Stapleton; Utsarga Adhikary; Rainer H Kohler; James F Mohan; Mikael J Pittet; Ralph Weissleder
Journal:  Sci Transl Med       Date:  2017-05-31       Impact factor: 17.956

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