Evidence map›Paper›PMID 40721599›Full record

ArticleNPJ systems biology and applications2025

Modeling the metabolic response of A2780 ovarian cancer cells to gold-based cytotoxic drugs.

Walter Vieri, Veronica Ghini, Paola Turano, Lara Massai, Luigi Messori, Marco Fondi

Abstract read
In one paragraph

Article in NPJ systems biology and applications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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.

Walter VieriDepartment of Biology, University of Florence, Florence, Italy.
Veronica GhiniDepartment of Chemistry, University of Florence, Florence, Italy.
Paola TuranoDepartment of Chemistry, University of Florence, Florence, Italy.
Lara MassaiDepartment of Chemistry, University of Florence, Florence, Italy.
Luigi MessoriDepartment of Chemistry, University of Florence, Florence, Italy. luigi.messori@unifi.it.
Marco FondiDepartment of Biology, University of Florence, Florence, Italy. marco.fondi@unifi.it.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Gold compounds are a promising class of experimental anticancer metallodrugs. Unlike platinum-based drugs, their antiproliferative effects are thought to result mainly from modulation of cancer cell metabolism rather than direct interaction with DNA. Previous NMR studies have shown that four cytotoxic gold compounds - auranofin, aurothiomalate and two gold N-heterocyclic carbenes - induce distinct metabolic changes in A2780 ovarian cancer cells, suggesting the occurrence of different mechanisms of action. To better understand these effects, we constructed a genome-scale metabolic model (GEM) of A2780 cells to analyze the NMR-detected metabolomic changes. The model successfully predicts the diverse metabolic responses induced by each gold compound and identifies common metabolic changes. These results confirm the potential of GEMs as a powerful tool for interpreting and predicting cellular responses to gold-based drugs, providing insights into their mechanisms of action and potential therapeutic applications.

Indexed as

Antineoplastic AgentsGoldModels, BiologicalOvarian NeoplasmsAuranofinCell Line, TumorFemaleHumansMetabolomicsAntineoplastic AgentsAuranofinGold

Identifiers

PMID40721599
PMCPMC12304190

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.