Evidence map›Paper›PMID 41798587›Full record

ArticleDiscover molecules2026

Oscillatory dynamics in paclitaxel-proteinoid networks.

Panagiotis Mougkogiannis, Andrew Adamatzky

Abstract read
In one paragraph

Article in Discover molecules, 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

2 authors.

Panagiotis MougkogiannisUnconventional Computing Laboratory, University of the West of England, Bristol, UK.
Andrew AdamatzkyUnconventional Computing Laboratory, University of the West of England, Bristol, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Paclitaxel is a widely used microtubule-targeting chemotherapeutic, yet its intrinsic electrochemical behavior remains poorly understood. Here we investigate the electrochemical and oscillatory properties of paclitaxel incorporated into proteinoid microspheres that mimic cellular environments. Using scanning electron microscopy, cyclic voltammetry, electrochemical impedance spectroscopy, and square-wave voltammetry, we compare pure paclitaxel, proteinoid-paclitaxel mixtures, and related proteinoid systems. Incorporation of paclitaxel induces the formation of interconnected fibrous networks and enhances electrical conductivity by nearly two orders of magnitude relative to pure paclitaxel. The proteinoid-paclitaxel system exhibits diffusion-controlled redox behavior, long-term stable electrical oscillations, and high signal coherence. Spectral and nonlinear analyses reveal distinct dynamical regimes, including chaotic behavior in mixed proteinoid systems. These results establish proteinoid-paclitaxel assemblies as electrically active biomimetic platforms and suggest their potential as model systems for studying microtubule-related bioelectrical phenomena and bio-inspired signal processing.

Indexed as

Biomimetic systemsCyclic voltammetryElectrical oscillationsElectrochemical impedance spectroscopyMicrotubulesPaclitaxelProteinoids

Identifiers

PMID41798587
PMCPMC12961978

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.