Evidence map›Paper›PMID 41377953›Full record

ArticleResearch square2025

Mechanistic model of phase-transitioning therapeutics injected into poroelastic tissue for improved targeting of superficial tumors.

Daniel R Adrianzen Alvarez, Eva S Landeta Orozco, Nimmi Ramanujam, Jenna L Mueller, David F Katz

Abstract readPreprint
In one paragraph

Article in Research square, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Daniel R Adrianzen AlvarezDepartment of Biomedical Engineering, Duke University, Durham, NC, USA.
Eva S Landeta OrozcoDepartment of Bioengineering, University of Maryland, College Park, MD, USA.
Nimmi RamanujamDepartment of Biomedical Engineering, Duke University, Durham, NC, USA.
Jenna L MuellerDepartment of Bioengineering, University of Maryland, College Park, MD, USA.
David F KatzDepartment of Biomedical Engineering, Duke University, Durham, NC, USA.

Funding

Novel see and treat strategies for cervical cancer prevention in low-resource settingsR01CA239268 · NCI · DUKE UNIVERSITY · PI KATZ, DAVID FRANK, RAMANUJAM, NIRMALA · 2019 to 2023
$3.1M
NCI NIH HHS R01 CA239268
6 · The paper itself

Abstract

The development of new drugs and drug delivery systems relies heavily on careful acquisition and interpretation of large amounts of experimental data, to identify and select promising candidates for therapeutic and prophylactic use. Predictive mathematical modeling can expedite this process by capturing the complex interplay of physical, chemical and biological factors that influence drug delivery. However, traditional compartmental models of pharmacokinetics and pharmacodynamics typically rely on oversimplified approximations of drug transport mechanisms and may fail to accurately represent the key deterministic processes that drive drug mass transport - particularly in complex delivery scenarios where the drug targets are close to the sites of drug administration. Here, we present a deterministic mathematical framework that addresses a challenging drug delivery modality: the injection of a fluid drug vehicle that undergoes phase separation upon entering poroelastic tissue. This phase change improves localized retention of the loaded drug in a finite volume near the injection site. Our model is directly relevant to in situ-gelling injections of chemotherapeutic agents into superficial tumors - a strategy gaining attention in the development of improved cancer therapeutics. Our approach uniquely incorporates both diffusion and convection, accounts for tissue poroelasticity, and uses Cahn-Hilliard theory to describe the phase separation behavior of the injected material. Simulations across a broad parameter space indicate that drug retention is enhanced in softer tissues and with high-rate, low-volume injections. This computational framework is currently being used to guide the design of improved therapeutic strategies for ethanol-based ablation, when co-injected with ethyl cellulose as a phase-transitioning agent for superficial tumors.

Indexed as

drug deliveryinjection delivery parametersIntratumoral injectionmechanistic modelingphase transitioning therapeutic

Identifiers

PMID41377953
PMCPMC12687824

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.