Evidence map›Paper›PMID 41963310›Full record

ArticleCell death discovery2026

Berry-derived gold nanoparticles induce integrated ROS-mediated apoptosis, immune modulation, and transcriptomic remodeling in 4T1 triple-negative cancer cells.

Oladapo F Fagbohun, Adewale O Oladipo, Chengyu Gao, Babatunde Olawoye, Rachel S Berry, Jaylah C Captain, Olive Iragena, Xavier McDougle, Randy J Harris, Amanda Rollins and 3 more

Abstract read
In one paragraph

Article in Cell death discovery, 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

13 authors.

Oladapo F FagbohunDepartment of Biology, Center for Agriculture and Natural Sciences, Wilmington College, Wilmington, OH, USA. oladapo.fagbohun@wilmington.edu.ORCID http://orcid.org/0000-0002-1340-6697
Adewale O OladipoDepartment of Biology, Center for Agriculture and Natural Sciences, Wilmington College, Wilmington, OH, USA.
Chengyu GaoMass Spectrometry and Proteomics Facility, The Ohio State University, Columbus, OH, USA.ORCID http://orcid.org/0000-0001-5411-8985
Babatunde OlawoyeDepartment of Food Science and Technology, Abiola Ajimobi Technical University, Ibadan, Oyo, Nigeria.ORCID http://orcid.org/0000-0002-3089-1196
Rachel S BerryDepartment of Biology, Center for Agriculture and Natural Sciences, Wilmington College, Wilmington, OH, USA.ORCID http://orcid.org/0009-0006-8682-7448
Jaylah C CaptainDepartment of Biology, Center for Agriculture and Natural Sciences, Wilmington College, Wilmington, OH, USA.ORCID http://orcid.org/0009-0007-1872-8592
Olive IragenaDepartment of Biology, Center for Agriculture and Natural Sciences, Wilmington College, Wilmington, OH, USA.
Xavier McDougleDepartment of Biology, Center for Agriculture and Natural Sciences, Wilmington College, Wilmington, OH, USA.ORCID http://orcid.org/0009-0000-7801-8030
Randy J HarrisDepartment of Biology, Center for Agriculture and Natural Sciences, Wilmington College, Wilmington, OH, USA.
Amanda RollinsDepartment of Biology, Center for Agriculture and Natural Sciences, Wilmington College, Wilmington, OH, USA.
Jitcy S JosephDepartment of Biochemistry, National Institute for Occupational Health, Division of National Health Laboratory Services, Johannesburg, South Africa.
Olatomide A FadareOrganic Chemistry Research Laboratory, Department of Chemistry, Obafemi Awolowo University, Ile-Ife, Osun, Nigeria.ORCID http://orcid.org/0000-0002-2339-3594
Russell KincaidDepartment of Biology, Center for Agriculture and Natural Sciences, Wilmington College, Wilmington, OH, USA.ORCID http://orcid.org/0009-0009-0918-5877

Funding

Translational Therapeutics Research Program (TT)P30CA016058 · NCI · OHIO STATE UNIVERSITY · PI Daniel G. Stover · 1985 to 2026
$132.3M
U.S. Department of Health & Human Services | NIH | NCI | Division of Cancer Epidemiology and Genetics, National Cancer Institute (National Cancer Institute Division of Cancer Epidemiology and Genetics) P30CA016058
6 · The paper itself

Abstract

Comprehensive molecular and phenotypic characterization of tumor models is still needed for a robust understanding of breast cancer mechanisms and therapies. Here, we explore the genome, transcriptome, and proteome of treated and untreated 4T1 triple-negative breast cancer cells to integrate genomic vulnerabilities and mutational profiling with novel treatment-induced delivery, signaling, and apoptotic responses. Nanoencapsulation (AuNPs) of berry-derived polyphenolic compounds was influenced by limited clinical use due to poor stability and bioavailability. Several physicochemical characterizations employed include TEM, FTIR, and targeted UPLC/MS-QQQ assays. We identified significant mutations to breast cancer-related tumor suppressor genes (TP53, BRCA2, BARD1, CDH1, NF1, and CHEK2) and deciphered the functional consequences leveraging the higher throughput Illumina NovaSeq X and NextSeq sequencing and the highly accurate predictive power of AlphaFold. We found ~5,700,000 single-nucleotide variations (SNVs) and 329448 indels, achieving an important upgrade over existing literature data. Multiple sequence alignment with WT mouse and human protein sequences demonstrated that mutations present in 4T1 cells are within highly conserved motifs of key tumor suppressors, emphasizing their relevance to human breast cancer biology. Key findings from differentially expressed gene enrichment analyses (GSEA) revealed positive gene enrichments of DNA repair regulators and TGF-β signaling, while having negative enrichments of cell adhesion, cadherin and MAPK signaling via PI3K/AKT/MAPK/Wnt pathways, potentially influencing apoptosis and immune evasion intrinsic to cancer. Notably, decreased expression of PIK3CG, PALLD, PTPRZ1, and CDH8 and increased expression of SEMA6C, WWOX, NHEJ1, and MAML3 suggested suppression of epithelial-to-mesenchymal transition (EMT) and metastatic potential. Further assessment of immunohistochemical, immunofluorescent, and flow cytometric data revealed that berry-derived nanoparticles are associated with the modulation of oncogenic transcription factors and linked to induced caspase-dependent execution-phase ROS-mediated apoptosis through pPAK1

Identifiers

PMID41963310
PMCPMC13184259

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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.