Evidence map›Paper›PMID 40213622›Full record

ArticleRSC advances2025

Mechanistic insights from simulations of drug-drug conjugate nanoclusters for co-delivery across cancer cell membranes.

Cherdpong Choodet, Unnop Srikulwong, Pakawat Toomjeen, Adulvit Chuaephon, Witthawat Phanchai, Theerapong Puangmali

Abstract read
In one paragraph

Article in RSC advances, 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

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.

Cherdpong ChoodetDepartment of Physics, Faculty of Science, Khon Kaen University Khon Kaen 40002 Thailand theerapong@kku.ac.th.
Unnop SrikulwongDepartment of Physics, Faculty of Science, Khon Kaen University Khon Kaen 40002 Thailand theerapong@kku.ac.th.
Pakawat ToomjeenDepartment of Physics, Faculty of Science, Khon Kaen University Khon Kaen 40002 Thailand theerapong@kku.ac.th.
Adulvit ChuaephonDepartment of Physics, Faculty of Science, Khon Kaen University Khon Kaen 40002 Thailand theerapong@kku.ac.th.
Witthawat PhanchaiDepartment of Physics, Faculty of Science, Khon Kaen University Khon Kaen 40002 Thailand theerapong@kku.ac.th.
Theerapong PuangmaliDepartment of Physics, Faculty of Science, Khon Kaen University Khon Kaen 40002 Thailand theerapong@kku.ac.th.ORCID https://orcid.org/0000-0003-2529-7528

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Amphiphilic drug-drug conjugates (ADDCs) such as gemcitabine-camptothecin (GEM-CPT) and doxorubicin-10-hydroxycamptothecin (DOX-HCPT) nanoclusters offer innovative solutions to overcome the limitations of conventional cancer therapies, including poor solubility and nonspecific targeting. Using molecular dynamics (MD) simulations, we explored the mechanisms by which these nanoclusters interact with and penetrate cancer and normal cell membranes. GEM-CPT exhibited enhanced membrane penetration in cancer cells through combined hydrophilic and hydrophobic interactions, along with its ability to extract cholesterol and induce membrane remodelling. In contrast, DOX-HCPT maintained structural integrity through stable π-π stacking interactions, showing selective binding to membrane head groups (HG) with minimal cholesterol interaction, particularly in normal membranes. The GEM-CPT nanocluster disrupted the cancer membrane by inducing asymmetric lipid distribution and facilitating water infiltration, whereas the hydrophobic DOX-HCPT repelled water, maintaining membrane stability. The size of the nanocluster further influenced the behaviour; larger clusters drove steric assembly and lipid reorganisation, while smaller clusters achieved deeper penetration at the cost of structural integrity. The contrasting behaviours of GEM-CPT and DOX-HCPT highlight the critical roles of size, charge, and amphiphilicity in membrane transport mechanisms. These findings provide valuable insights into the design of efficient and selective nanomedicines, paving the way for optimised drug delivery systems with reduced off-target effects.

Identifiers

PMID40213622
PMCPMC11983680

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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.