Evidence map›Paper›PMID 41840967›Full record

ArticleAdvanced healthcare materials2026

Model-Driven Optimization of Subcutaneous Polymer Prodrugs Achieves Cancer Remission in Mice.

Anne Rodallec, Randy Lee, Jingming Cao, Sophie Marolleau, Julien Nicolas, Sébastien Benzekry

Abstract read
In one paragraph

Article in Advanced healthcare materials, 2026. 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

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

6 authors.

Anne RodallecCOMPutational Pharmacology and Clinical Oncology Department, Cancer Research Center of Marseille, Inria Sophia Antipolis-Méditerranée, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, Marseille, France.ORCID https://orcid.org/0000-0002-0787-8241
Randy LeeCOMPutational Pharmacology and Clinical Oncology Department, Cancer Research Center of Marseille, Inria Sophia Antipolis-Méditerranée, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, Marseille, France.
Jingming CaoInstitut Galien Paris-Saclay, Université Paris-Saclay, CNRS, Orsay, France.
Sophie MarolleauCOMPutational Pharmacology and Clinical Oncology Department, Cancer Research Center of Marseille, Inria Sophia Antipolis-Méditerranée, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, Marseille, France.
Julien NicolasInstitut Galien Paris-Saclay, Université Paris-Saclay, CNRS, Orsay, France.ORCID https://orcid.org/0000-0002-1597-0873
Sébastien BenzekryCOMPutational Pharmacology and Clinical Oncology Department, Cancer Research Center of Marseille, Inria Sophia Antipolis-Méditerranée, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, Marseille, France.

Funding

China Scholarship Council 202306250022CNRSHORIZON EUROPE European Research Council 771829INSERMUniversité Paris-Saclay
6 · The paper itself

Abstract

The limitations of chemotherapy (e.g., toxicities, limited efficacy) have led to the development of nanocarriers for drug delivery to improve pharmacokinetics (PK) and therapeutic outcomes. However, optimizing dosing regimens remains challenging. Moreover, since chemotherapy is mainly administered intravenously (IV), this results in patient discomfort and high treatment costs. To address these issues, we used PK/pharmacodynamics (PD) modeling and applied it to subcutaneously (SC) injectable water-soluble polymer prodrug based on paclitaxel (Ptx) and polyacrylamide (PAAm), synthesized by "drug-initiated" controlled radical polymerization. PK/PD studies were performed on MCF-7 tumor-bearing mice. The PK model was developed on IV Ptx and SC Ptx-PAAm data. The PD model was developed on control, IV Ptx, and SC Ptx-PAAm groups (15 mg/kg), and validated on an independent group (SC Ptx-PAAm at 60 mg/kg). A series of optimal dosing regimens identified in silico were then validated in vivo with excellent agreement. Among them, a dosing regimen combining a loading dose and daily injections achieved a 60% complete response rate without added toxicity, outperforming prior results. To our knowledge, this is the first validated PK/PD model for nanocarriers, offering a framework for more effective, cost-efficient, and ethically refined drug development.

Indexed as

PaclitaxelPolymersProdrugsAcrylic ResinsAnimalsFemaleHumansMCF-7 CellsMicePolyacrylamidesAcrylic ResinsPaclitaxelPolyacrylamidesPolymersProdrugsin silicooncologypharmacometrypolymerpolymer prodrugsubcutaneous

Identifiers

PMID41840967
PMCPMC13206382

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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.