Evidence map›Paper›PMID 28389708›Full record

ArticlePharmaceutical research2017

Mathematical Modeling and Experimental Validation of Nanoemulsion-Based Drug Transport across Cellular Barriers.

Ekta Kadakia, Lipa Shah, Mansoor M Amiji

Abstract read
In one paragraph

Article in Pharmaceutical research, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Ekta KadakiaDepartment of Pharmaceutical Sciences, School of Pharmacy, Northeastern University, Boston, Massachusetts, 02115, USA.
Lipa ShahNovartis Institute of Biomedical Research, Cambridge, Massachusetts, 02142, USA.
Mansoor M AmijiDepartment of Pharmaceutical Sciences, School of Pharmacy, Northeastern University, Boston, Massachusetts, 02115, USA. m.amiji@neu.edu.

Funding

Multifunctional Nanoemulsions for Modulation of BBB TransportR21NS066984 · NINDS · NORTHEASTERN UNIVERSITY · PI AMIJI, MANSOOR M. · 2010 to 2011
$429k
NINDS NIH HHS R21 NS066984
6 · The paper itself

Abstract

purposeNanoemulsions have shown potential in delivering drug across epithelial and endothelial cell barriers, which express efflux transporters. However, their transport mechanisms are not entirely understood. Our goal was to investigate the cellular permeability of nanoemulsion-encapsulated drugs and apply mathematical modeling to elucidate transport mechanisms and sensitive nanoemulsion attributes.

methodsTransport studies were performed in Caco-2 cells, using fish oil nanoemulsions and a model substrate, rhodamine-123. Permeability data was modeled using a semi-mechanistic approach, capturing the following cellular processes: endocytotic uptake of the nanoemulsion, release of rhodamine-123 from the nanoemulsion, efflux and passive permeability of rhodamine-123 in aqueous solution.

resultsNanoemulsions not only improved the permeability of rhodamine-123, but were also less sensitive to efflux transporters. The model captured bidirectional permeability results and identified sensitive processes, such as the release of the nanoemulsion-encapsulated drug and cellular uptake of the nanoemulsion.

conclusionsMathematical description of cellular processes, improved our understanding of transport mechanisms, such as nanoemulsions don't inhibit efflux to improve drug permeability. Instead, their endocytotic uptake, results in higher intracellular drug concentrations, thereby increasing the concentration gradient and transcellular permeability across biological barriers. Modeling results indicated optimizing nanoemulsion attributes like the droplet size and intracellular drug release rate, may further improve drug permeability.

Indexed as

Models, BiologicalBiological TransportCaco-2 CellsChemistry, PharmaceuticalDrug CarriersDrug LiberationEmulsionsEndocytosisFish OilsHumansNanoparticlesParticle SizePermeabilityRhodaminesSolutionsDrug CarriersEmulsionsFish OilsRhodaminesSolutionscellular transport mathematical modeloil-in-water nanoemulsionrhodamine-123

Identifiers

PMID28389708
PMCPMC5485427

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.