Evidence map›Paper›PMID 39071814›Full record

ArticleDrug design, development and therapy2024

Integrating Network Pharmacology with in vitro Experiments to Validate the Efficacy of Celastrol Against Hepatocellular Carcinoma Through Ferroptosis.

Banglan Cai, Manman Qi, Xue Zhang, Denghai Zhang

Abstract read
In one paragraph

Article in Drug design, development and therapy, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Review
  5. Article
  6. Review
  7. Veterinary sciences · 2025
    Article
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

4 authors.

Banglan Cai *School of Basic Medicine, Ningxia Medical University, Yinchuan, People's Republic of China.ORCID 0009-0000-9058-9389
Manman Qi *Shanghai Health Commission Key Laboratory of Artificial Intelligence (AI)-Based Management of Inflammation and Chronic Diseases, Shanghai Pudong Gongli Hospital, Shanghai, People's Republic of China.ORCID 0009-0000-9597-8092
Xue ZhangSchool of Basic Medicine, Ningxia Medical University, Yinchuan, People's Republic of China.ORCID 0009-0003-9189-3480
Denghai ZhangSchool of Basic Medicine, Ningxia Medical University, Yinchuan, People's Republic of China.ORCID 0009-0003-1230-6170

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: As a traditional Chinese medicine monomer derived from Tripterygium wilfordii Hook.f. with potential anticancer activity, celastrol can induce ferroptosis in hepatic stellate cells and inhibit their activation to alleviate liver fibrosis. Activation of ferroptosis can effectively inhibit Hepatocellular carcinoma (HCC). Whether celastrol inhibits HCC by inducing ferroptosis remains to be studied. Purpose: To explore the potential targets of celastrol against HCC through ferroptosis based on network pharmacology and to verify the anticancer effect of celastrol on HepG2 cells. Methods: We collected celastrol targets, HCC, and ferroptosis-related genes through online databases, and got their intersection targets. Subsequently, we obtained a protein-protein interaction (PPI) network, and performed gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis to gain key genes for further study. They were verified in vitro and were performed molecular docking. The changes in cell proliferation and ferroptosis characteristics of HepG2 cells after celastrol treatment were detected. Results: 31 core target genes were screened for PPI network and enrichment analysis. The most significantly related KEGG pathway was chemical carcinogenesis-reactive oxygen species. The mRNA and protein levels of GSTM1 were significantly decreased after celastrol treatment. Molecular docking demonstrated the interaction between celastrol and GSTM1. Ferroptosis was induced and cell proliferation was inhibited by celastrol in HCC cells. Conclusion: Celastrol induces ferroptosis in HCC via regulating GSTM1 expression and may serve as a novel therapeutic compound with clinical potential in HCC treatment.

Indexed as

Carcinoma, HepatocellularCell ProliferationFerroptosisLiver NeoplasmsNetwork PharmacologyPentacyclic TriterpenesAntineoplastic Agents, PhytogenicDose-Response Relationship, DrugDrug Screening Assays, AntitumorHep G2 CellsHumansMolecular Docking SimulationProtein Interaction MapsTriterpenesAntineoplastic Agents, PhytogeniccelastrolPentacyclic TriterpenesTriterpenescelastrolferroptosishepatocellular carcinomanetwork pharmacologyreactive oxygen species

Identifiers

PMID39071814
PMCPMC11278150

What Socratic holds

Textmetadata
LicenceCC BY-NC
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.