Evidence map›Paper›PMID 40158134›Full record

ArticleJournal of nanobiotechnology2025

Single-cell multi-omics analysis reveals the mechanism of action of a novel antioxidant polyphenol nanoparticle loaded with STAT3 agonist in mediating cardiomyocyte ferroptosis to ameliorate age-related heart failure.

Haoyuan Zheng, Yuan Tian, Dongyu Li, Yanxiao Liang

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Article in Journal of nanobiotechnology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Haoyuan ZhengDepartment of Cardiac Surgery, Shengjing Hospital of China Medical University, 36 Sanhao Street, Heping District, Shenyang, 110004, China.
Yuan TianDepartment of Laboratory Medicine, Shengjing Hospital of China Medical University, Shenyang, 110004, China.
Dongyu LiDepartment of Cardiac Surgery, Shengjing Hospital of China Medical University, 36 Sanhao Street, Heping District, Shenyang, 110004, China.
Yanxiao LiangDepartment of Cardiac Surgery, Shengjing Hospital of China Medical University, 36 Sanhao Street, Heping District, Shenyang, 110004, China. liangyx_cmu@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHeart failure (HF) is a prevalent and critical cardiac condition that leads to profound structural and functional changes in the heart. Although traditional treatments have shown partial efficacy, the long-term outcomes remain suboptimal. Emerging research has highlighted the pivotal role of oxidative stress and ferroptosis in HF progression. This study investigates a new therapeutic approach utilizing antioxidant polyphenol nanoparticles loaded with a STAT3 agonist (PN@Col) to target these pathways and improve age-related HF.

resultsKey cells and genes contributing to HF progression were identified via analysis of the GEO database, with single-cell RNA sequencing (scRNA-seq) and AUCell analysis used to evaluate differential gene expression. The STAT3 gene was highlighted as essential, and its functionality was further validated in vitro through cell experiments, confirming its impact on cardiomyocytes (CMs) in HF. Following the development of PN@Col, in vitro experiments showed that PN@Col effectively reduced oxidative stress and ferroptosis in CMs. In vivo studies in elderly HF mice demonstrated significant improvements in cardiac function following PN@Col treatment.

conclusionsPN@Col offers a promising therapeutic approach to age-related HF by mitigating oxidative stress and ferroptosis in cardiomyocytes. These findings provide a solid scientific foundation for PN@Col as a potential novel treatment strategy for HF, supporting further exploration toward clinical application.

Indexed as

AntioxidantsFerroptosisHeart FailureMyocytes, CardiacNanoparticlesPolyphenolsSTAT3 Transcription FactorAnimalsMaleMiceMice, Inbred C57BLMultiomicsOxidative StressSingle-Cell AnalysisAntioxidantsPolyphenolsSTAT3 Transcription FactorFerroptosisHeart failureOxidative stressPolyphenol nanoparticlesSignal transducer and activator of transcription 3

Identifiers

PMID40158134
PMCPMC11955111

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.