Evidence map›Paper›PMID 41986463›Full record

ArticleScientific reports2026

Differential transcriptomic and cytotoxic responses to polyvinylpyrrolidone-stabilized silver nanoparticles in breast cancer cells and human dermal fibroblasts.

Jesús Gabriel González-Vega, Emilio Fabian-Ortiz, Erika Magallón-Gayón, Eduardo Vázquez-Garza, Juan Pablo Torres-Esquivel, Silvia Hinojosa-Alvarez, Jesús Hernandez-Perez, Nina Bogdanchikova, Alexey Pestryakov, Rocio Alejandra Chavez-Santoscoy

Abstract read
In one paragraph

Article in Scientific reports, 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

10 authors.

Jesús Gabriel González-Vega *Tecnologico de Monterrey, Escuela de Ingenieria y Ciencias, Ave. Eugenio Garza Sada 2501 Sur, Col: Tecnologico, 64700, Monterrey, N.L, Mexico.ORCID http://orcid.org/0000-0002-7137-9199
Emilio Fabian-Ortiz *Tecnologico de Monterrey, Escuela de Ingenieria y Ciencias, Ave. Eugenio Garza Sada 2501 Sur, Col: Tecnologico, 64700, Monterrey, N.L, Mexico.
Erika Magallón-GayónTecnologico de Monterrey, Escuela de Ingenieria y Ciencias, Ave. Eugenio Garza Sada 2501 Sur, Col: Tecnologico, 64700, Monterrey, N.L, Mexico.ORCID http://orcid.org/0000-0002-3637-4325
Eduardo Vázquez-GarzaTecnologico de Monterrey, Institute for Obesity Research, Ave. Eugenio Garza Sada 2501 Sur, Col: Tecnologico, 64700, Monterrey, N.L, Mexico.ORCID http://orcid.org/0000-0001-7149-8334
Juan Pablo Torres-EsquivelTecnologico de Monterrey, Institute for Obesity Research, Ave. Eugenio Garza Sada 2501 Sur, Col: Tecnologico, 64700, Monterrey, N.L, Mexico.
Silvia Hinojosa-AlvarezTecnologico de Monterrey, Escuela de Ingenieria y Ciencias, Ave. Eugenio Garza Sada 2501 Sur, Col: Tecnologico, 64700, Monterrey, N.L, Mexico.ORCID http://orcid.org/0000-0001-5802-1697
Jesús Hernandez-PerezTecnologico de Monterrey, Escuela de Ingenieria y Ciencias, Ave. Eugenio Garza Sada 2501 Sur, Col: Tecnologico, 64700, Monterrey, N.L, Mexico.ORCID http://orcid.org/0000-0001-5413-3245
Nina BogdanchikovaCentro de Nanociencias y Nanotecnología, Universidad Nacional Autónoma de México, Carretera Ensenada-Tijuana 3918, Zona Playitas, C.P. 22860, Ensenada, Baja California, México.ORCID http://orcid.org/0000-0003-0929-3535
Alexey PestryakovResearch School of Chemistry and Applied Biomedical Sciences, National Research Tomsk Polytechnic University, Lenin Ave 30, C.P. 634050, Tomsk, Russia.ORCID http://orcid.org/0000-0002-9034-4733
Rocio Alejandra Chavez-SantoscoyTecnologico de Monterrey, Escuela de Ingenieria y Ciencias, Ave. Eugenio Garza Sada 2501 Sur, Col: Tecnologico, 64700, Monterrey, N.L, Mexico. chavez.santoscoy@tec.mx.ORCID http://orcid.org/0000-0002-4551-1862

Funding

Instituto Tecnologico y de Estudios Superiores de Monterrey E004 - EIC-TM - 10-372.
6 · The paper itself

Abstract

Silver nanoparticles (AgNPs) are widely used in industrial and biomedical applications due to their antimicrobial and anticancer properties. However, the molecular mechanisms underlying their cellular effects remain incompletely understood, limiting their safe implementation. Next-generation sequencing (NGS) enables high-throughput transcriptomic profiling, providing valuable insights into the cellular responses triggered by nanoparticle exposure. In this study, we evaluated the cytotoxic and transcriptomic effects of two polyvinylpyrrolidone (PVP)-stabilized AgNP formulations (AgNP1 and AgNP2) in human dermal fibroblasts (HDFa) and breast cancer cells (MCF7) across a range of concentrations (5–200 µg/mL). Cell viability assays indicated differential bioactivity to AgNP exposure depending on cell type and nanoparticle formulation. Comparative transcriptomic analysis revealed that both AgNP formulations disrupted cellular homeostasis through the dysregulation of pathways associated with protein folding, cytoskeletal organization, and endoplasmic reticulum function. Stress-related genes such as HSPA1A, HSPA1B, and HMOX1 were significantly upregulated following treatment. Overall, AgNP exposure induced cell type–dependent transcriptional responses, characterized by proteostasis-related stress pathways in HDFa cells and enhanced RNA processing and gene expression regulation in MCF7 cells. Gene Ontology enrichment analysis further highlighted alterations in biological processes related to protein refolding and cellular stress responses, as well as molecular functions associated with ATP-dependent protein-folding chaperones. Functional assays did not reveal significant increases in intracellular ROS levels or detectable apoptotic or necrotic cell death. Instead, the transcriptomic profiles suggest that AgNP exposure predominantly activates cellular stress responses associated with proteostasis and protein quality control. These findings provide new insights into the complex cellular responses triggered by PVP-stabilized AgNP formulations and highlight the importance of nanoparticle physicochemical properties and cell-type–dependent responses in determining biological outcomes. The results highlight the value of transcriptomic approaches to uncover early mechanistic responses to nanomaterials beyond conventional cytotoxicity endpoints.

Indexed as

Breast NeoplasmsFibroblastsMetal NanoparticlesPovidoneSilverTranscriptomeCell SurvivalFemaleGene Expression ProfilingHumansMCF-7 CellsPovidoneSilverBiological pathwaysDifferential expression of genesHDFa cellsMCF7 cellsNext-generation sequencingOmicsPVP-coated silver nanoparticlesRNA-seqTranscriptomic analysis

Identifiers

PMID41986463
PMCPMC13243664

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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.