Evidence map›Paper›PMID 37313958›Full record

ArticleDrug delivery2023

A spatiotemporal computational model of focused ultrasound heat-induced nano-sized drug delivery system in solid tumors.

Farshad Moradi Kashkooli, Mohammad Souri, Jahangir Jahan Tavakkoli, Michael C Kolios

Open access · goldAbstract read
In one paragraph

Article in Drug delivery, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
4.9field-weighted citation impact, top 4% of its field
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

19 citing papers in PubMed, 45 citations in OpenAlex.

  1. Article
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  6. Lessons Learned from Liver-on-Chip Platform.Annals of biomedical engineering · 2025
    Review
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  15. Metal-based nanoparticle in cancer treatment: lessons learned and challenges.Frontiers in bioengineering and biotechnology · 2024
    Review
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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

4 authors at 2 institutions in 1 country.

Farshad Moradi KashkooliDepartment of Physics, Toronto Metropolitan University, Toronto, ON, Canada.ORCID 0000-0003-4338-8538
Mohammad SouriDepartment of Nanobiotechnology, Pasture Institute of Iran, Tehran, Iran.ORCID 0000-0001-9509-1336
Jahangir Jahan TavakkoliDepartment of Physics, Toronto Metropolitan University, Toronto, ON, Canada.ORCID 0000-0003-1947-4479
Michael C KoliosDepartment of Physics, Toronto Metropolitan University, Toronto, ON, Canada.ORCID 0000-0002-9994-8293
St. Michael's Hospital · CAToronto Metropolitan University · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Focused Ultrasound (FUS)-triggered nano-sized drug delivery, as a smart stimuli-responsive system for treating solid tumors, is computationally investigated to enhance localized delivery of drug and treatment efficacy. Integration of thermosensitive liposome (TSL), as a doxorubicin (DOX)-loaded nanocarrier, and FUS, provides a promising drug delivery system. A fully coupled partial differential system of equations, including the Helmholtz equation for FUS propagation, bio-heat transfer, interstitial fluid flow, drug transport in tissue and cellular spaces, and a pharmacodynamic model is first presented for this treatment approach. Equations are then solved by finite element methods to calculate intracellular drug concentration and treatment efficacy. The main objective of this study is to present a multi-physics and multi-scale model to simulate drug release, transport, and delivery to solid tumors, followed by an analysis of how FUS exposure time and drug release rate affect these processes. Our findings not only show the capability of model to replicate this therapeutic approach, but also confirm the benefits of this treatment with an improvement of drug aggregation in tumor and reduction of drug delivery in healthy tissue. For instance, the survival fraction of tumor cells after this treatment dropped to 62.4%, because of a large amount of delivered drugs to cancer cells. Next, a combination of three release rates (ultrafast, fast, and slow) and FUS exposure times (10, 30, and 60 min) was examined. Area under curve (AUC) results show that the combination of 30 min FUS exposure and rapid drug release leads to a practical and effective therapeutic response.

Indexed as

Hot TemperatureNeoplasmsArea Under CurveBiological TransportDoxorubicinDrug Delivery SystemsHumansNanoparticle Drug Delivery SystemDoxorubicinNanoparticle Drug Delivery Systembio-heat transferdrug release kineticsFocused ultrasoundhyperthermiamass transportsolid tumor treatmentspatiotemporal modelingstimuli-responsive drug-loaded nanocarriersthermo-sensitive liposomeultrasound-triggered nano-sized drug delivery system

Identifiers

PMID37313958
PMCPMC10269399
OpenAlexW4380576955

What OpenQuestion holds

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LicenceCC BY
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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.