Evidence map›Paper›PMID 42196322›Full record

ArticleInternational journal of molecular sciences2026

Aerosol-Derived Graphene Oxide Nanofilm Suppresses Adhesion-Dependent Survival and Migration in Pancreatic Ductal Adenocarcinoma Cells.

Aleksandra Ciechońska, Mateusz Wierzbicki, Barbara Nasiłowska, Barbara Wójcik, Wojciech Skrzeczanowski, Katarzyna Ziółkowska, Marta Kutwin

Abstract read
In one paragraph

Article in International journal of molecular sciences, 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

7 authors.

Aleksandra CiechońskaFaculty of Animal Breeding, Bioengineering and Conservation, Warsaw University of Life Sciences, 02-786 Warsaw, Poland.
Mateusz WierzbickiInstitute of Biology, Department of Nanobiotechnology, Warsaw University of Life Sciences, 02-786 Warsaw, Poland.ORCID 0000-0003-3623-8929
Barbara NasiłowskaBiomedical Engineering Centre, Institute of Optoelectronics, Warsaw Military University of Technology, 00-908 Warsaw, Poland.ORCID 0000-0003-0960-5260
Barbara WójcikInstitute of Biology, Department of Nanobiotechnology, Warsaw University of Life Sciences, 02-786 Warsaw, Poland.ORCID 0000-0002-0968-0204
Wojciech SkrzeczanowskiBiomedical Engineering Centre, Institute of Optoelectronics, Warsaw Military University of Technology, 00-908 Warsaw, Poland.ORCID 0000-0003-2727-9833
Katarzyna ZiółkowskaFaculty of Biology and Biotechnology, Warsaw University of Life Sciences, 02-776 Warsaw, Poland.
Marta KutwinInstitute of Biology, Department of Nanobiotechnology, Warsaw University of Life Sciences, 02-786 Warsaw, Poland.ORCID 0000-0001-7059-7875

Funding

Ministry of Science and Higher Education Science4Business - Science for Business, task no. 1 - Development Incubator. External 806 number: MNiSW/2025/DPI/266, internal WAT number: 502-000095-O500-42.
6 · The paper itself

Abstract

Pancreatic ductal adenocarcinoma (PDAC) is the most aggressive malignancy, characterized by rapid progression, early metastasis, and resistance to conventional therapies. Increasing evidence indicates that the behavior of residual tumor cells is strongly influenced by physicochemical properties of their microenvironment. Surface engineering strategies using nanostructured materials may therefore represent a complementary approach to modulating cancer cell activity. In this study, we investigated whether a graphene oxide (GO) aerosol nanofilm modifies the biological behavior of PDAC cells in vitro. The GO aerosol (4.5 g/L) was characterized using STEM, DLS, zeta potential measurements, LIBS, EDX, and FTIR spectroscopy. Ultrastructural analysis revealed thin, wrinkled GO sheets forming partially overlapping lamellar structures, while physicochemical characterization confirmed a highly oxidized stable nanomaterial. Human PDAC cell lines (BxPC-3 and AsPC-1) were cultured on GO-modified substrates to assess morphology (SEM), metabolic activity (XTT assay), migratory capacity (wound healing assay over 72 h), and expression of genes related to proliferation and epithelial-mesenchymal transition (EMT) by RT-qPCR. GO nanofilm significantly reduced cell viability and inhibited migration in both cell lines. SEM analysis demonstrated shortened cytoplasmic projections and altered membrane integrity. Gene expression profiling revealed cell line-dependent transcriptional responses, including modulation of components of the PI3K/AKT/mTOR pathway and EMT-associated markers. Collectively, our findings demonstrate that GO aerosol nanofilm alters PDAC cell morphology, viability, and migratory behavior in vitro. Surface-mediated modulation of tumor cell activity may represent a promising adjunct strategy for limiting residual cancer cell survival and metastatic potential.

Indexed as

Carcinoma, Pancreatic DuctalCell MovementGraphiteNanostructuresPancreatic NeoplasmsAerosolsCarbon NanomaterialsCell AdhesionCell Line, TumorCell ProliferationCell SurvivalEpithelial-Mesenchymal TransitionGene Expression Regulation, NeoplasticHumansAerosolsgraphene oxideGraphiteAsPC-1BxPC-3GOgraphene oxide aerosolpancreatic adenocarcinomapancreatic cancer

Identifiers

PMID42196322
PMCPMC13207085

What Socratic holds

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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.