Evidence map›Paper›PMID 42152980›Full record

ArticleInternational journal of nanomedicine2026

RNA Sequencing Explores Potential Mechanisms Underlying the Enhanced Aggressive Phenotype of HepG2 Cells Induced by Aged Zinc Oxide Nanoparticles.

Jin Xu, Na Yu, Jingya Yang, Siyu Wang, Tong Lin, Meimei Wang

Abstract read
In one paragraph

Article in International journal of nanomedicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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.

Jin XuDepartment of Pathophysiology, School of Basic Medical Science, Anhui Medical University, Hefei, Anhui, 230032, People's Republic of China.
Na YuDepartment of Pathophysiology, School of Basic Medical Science, Anhui Medical University, Hefei, Anhui, 230032, People's Republic of China.
Jingya YangDepartment of Pathophysiology, School of Basic Medical Science, Anhui Medical University, Hefei, Anhui, 230032, People's Republic of China.
Siyu WangDepartment of Pathophysiology, School of Basic Medical Science, Anhui Medical University, Hefei, Anhui, 230032, People's Republic of China.ORCID 0009-0002-6598-0946
Tong LinDepartment of Pathophysiology, School of Basic Medical Science, Anhui Medical University, Hefei, Anhui, 230032, People's Republic of China.
Meimei WangDepartment of Pathophysiology, School of Basic Medical Science, Anhui Medical University, Hefei, Anhui, 230032, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: While aged zinc oxide nanoparticles (ZnO NPs) show reduced acute cytotoxicity, their chronic effects remain unclear. This study compared the long-term, low-dose impact of environmentally aged versus fresh ZnO NPs on enhanced aggressive phenotype in hepatocellular carcinoma cells. Material and Methods: HepG2 cells were chronically exposed (approximately 16 weeks) to low doses (1.5 µg/mL) of aged or fresh ZnO NPs. RNA sequencing (n=3 per group) identified transcriptomic changes, while migration and invasion assays validated functional outcomes. A transcription factor (TF) -mRNA network was constructed, and clinical correlation was analyzed using patient survival data. Results: Aged ZnO NPs were associated with the activation of pro-oncogenic pathways (e.g. JAK-STAT) and induced increased cell migration and invasion compared to fresh NPs. Network analysis suggested CEBPA, CTNNB1, and STAT3 as potential core transcriptional regulators. Consistent with their potential role in promoting an aggressive phenotype, the elevated expression levels of these TFs were associated with reduced overall survival in patients with hepatocellular carcinoma. Conclusion: Chronic exposure to environmentally aged ZnO NPs, despite lower acute toxicity, may promote a more aggressive phenotype in liver cells compared to fresh NPs. This effect is potentially mediated by the specific modulation of oncogenic pathways and a core transcriptional network linked to poor patient outcomes. Our findings suggest that the environmental aging process could be an important factor influencing the long-term potential of ZnO NPs to promote an aggressive phenotype, which should be considered in nanomaterial risk assessment.

Indexed as

Liver NeoplasmsMetal NanoparticlesZinc OxideCarcinoma, HepatocellularCell MovementGene Expression Regulation, NeoplasticHep G2 CellsHumansPhenotypeSequence Analysis, RNATranscription FactorsTranscription FactorsZinc Oxideagingenhanced aggressive phenotypeHepG2 cellstranscriptomicszinc oxide nanoparticles

Identifiers

PMID42152980
PMCPMC13180367

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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.