Evidence map›Paper›PMID 42194029›Full record

ArticleBiomolecules2026

Enhanced Transmembrane Delivery of Chemotherapeutic Agent Doxorubicin by Carbon Nanotubes Under Plasma Synergy: Molecular Dynamics Insights.

Roujia Lin, Tong Zhao, Yanxiong Niu, Xiaolong Wang, Ying Sun, Yuantao Zhang

Abstract read
In one paragraph

Article in Biomolecules, 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.

Roujia LinSchool of Electrical Engineering, Shandong University, Jinan 250061, China.
Tong ZhaoSchool of Electrical Engineering, Shandong University, Jinan 250061, China.ORCID 0000-0003-0523-4466
Yanxiong NiuSchool of Electrical Engineering, Shandong University, Jinan 250061, China.
Xiaolong WangSchool of Electrical Engineering, Shandong University, Jinan 250061, China.
Ying SunSchool of Electrical Engineering, Shandong University, Jinan 250061, China.ORCID 0000-0001-7316-2236
Yuantao ZhangSchool of Electrical Engineering, Shandong University, Jinan 250061, China.ORCID 0000-0002-1051-5062

Funding

National Natural Science Foundation of China 52577252, 52477146
6 · The paper itself

Abstract

Doxorubicin (DOX) is widely used in clinical chemotherapy, but its susceptibility to oxidation during the combined treatment with cold atmospheric plasma (CAP) raises concerns regarding its therapeutic efficacy. To improve drug stability and targeted delivery efficiency, this study employed classical molecular dynamics simulations to systematically investigate the mechanisms by which CAP-generated active particles and electric fields influence DOX encapsulation by carbon nanotubes (CNTs) and their transmembrane transport. Within a specific range of active particle concentrations, DOX aggregation is suppressed, enabling its spontaneous entry into CNTs for encapsulation. The CAP-induced electric field further promotes the directional migration of DOX, and once a threshold field strength is reached, the encapsulation efficiency is significantly enhanced. Moreover, an appropriate concentration of active particles can lower this threshold, enabling high encapsulation efficiency at electric field strengths as low as 0.3 V/nm. The introduction of CNTs can reduce the exposure of DOX to active particles, thereby effectively protecting it from CAP-induced oxidation. Regarding transmembrane transport, CAP-induced lipid oxidation decreases membrane structural stability, facilitating the intracellular internalization of CNTs and promoting the release of DOX within target cells. Furthermore, under the combined effects of oxidation and electric fields, the pulling force required for CNT transmembrane transport further decreases, the size of transmembrane pores increases, and the transmembrane delivery of DOX is enhanced. These results demonstrate that, under plasma synergy, CNTs exhibit significant potential in enhancing the targeted delivery of chemotherapeutic agents. This work provides important theoretical support for the application of plasma in targeted cancer therapy and offers new insights for the design of precision cancer treatment strategies.

Indexed as

Antineoplastic AgentsDoxorubicinDrug Delivery SystemsMolecular Dynamics SimulationNanotubes, CarbonPlasma GasesHumansOxidation-ReductionAntineoplastic AgentsDoxorubicinNanotubes, CarbonPlasma Gasescarbon nanotubecold atmospheric plasmadoxorubicinmolecular dynamics simulationsynergistic anticancer effect

Identifiers

PMID42194029
PMCPMC13204614

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.