Evidence map›Paper›PMID 40964171›Full record

ArticleEXCLI journal2025

Targeting metabolic vulnerabilities in breast cancer cells by combining PEDF and doxorubicin: pathway insights from GC/MS-based metabolomics.

Raziyeh Abooshahab, Hani Al-Salami, Crispin R Dass

Abstract read
In one paragraph

Article in EXCLI journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

3 authors.

Raziyeh AbooshahabCurtin Medical School, Curtin University, Bentley 6102, Australia.
Hani Al-SalamiCurtin Medical School, Curtin University, Bentley 6102, Australia.
Crispin R DassCurtin Medical School, Curtin University, Bentley 6102, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Breast cancer (BC), characterised by its diverse subtypes and molecular heterogeneity, remains a major challenge in oncology. Despite advances in chemotherapy, such as doxorubicin (Dox), limitations persist due to toxicity and drug resistance. Pigment epithelium-derived factor (PEDF) is a multifunctional protein with unique anti-tumour properties. The aim here was to elucidate metabolic reprogramming in human BC cell lines using a metabolomics approach. Untargeted gas chromatography-quadrupole mass spectrometry (GC/Q-MS) was employed to identify the metabolic alterations in BC cell lines MCF-7 (ER-positive) and MDA-MB-231 (TNBC) following treatment with PEDF, Dox, and their combination (Dox+PEDF) in comparison to untreated controls. Statistical models were employed using a combination of multivariate and univariate analyses, including partial least squares discriminant analysis (PLS-DA) and one-way ANOVA, applied by MetaboAnalyst and SIMCA software. To address the potential for multiple-testing errors, false discovery rate (FDR)-adjusted p-values were calculated to ensure robust statistical reliability. The overall analysis revealed significant metabolic alterations across the treatment groups, with distinct patterns emerging in carbohydrate, lipid, and amino acid metabolisms. In MCF-7 cells, PEDF combined with Dox significantly decreased cystine levels and modulated aspartic acid and lipid-related metabolites, indicating potential shifts in redox homeostasis and membrane composition. In MDA-MB-231 cells, the combination treatment significantly reduced glucose-6-phosphate and lactate levels, suggesting remodeling of glycolytic flux and redox balance. Furthermore, the combination of PEDF and Dox influenced amino acid and lipid metabolism. Pathway enrichment and correlation analyses revealed significant perturbations in glutathione metabolism, energy pathways, and lipid signaling, with notable differences between the two cell lines. Combining Dox and PEDF induced coordinated changes in metabolic networks, suggesting synergistic and antagonistic mechanisms that impact multiple biochemical pathways. These findings underline the importance of combining PEDF with chemotherapy to improve treatment outcomes in BC. See also the graphical abstract(Fig. 1).

Indexed as

breast cancerdoxorubicinGC/MSmetabolic profilingmetabolomicsPEDF

Identifiers

PMID40964171
PMCPMC12436679

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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 OpenQuestion graph.