Evidence map›Paper›PMID 36998085›Full record

ArticleJournal of experimental & clinical cancer research : CR2023

Methylglyoxal: a novel upstream regulator of DNA methylation.

Gaurav Dube, Assia Tiamiou, Martin Bizet, Yasmine Boumahd, Imène Gasmi, Rebekah Crake, Justine Bellier, Marie-Julie Nokin, Emilie Calonne, Rachel Deplus and 5 more

Open access · goldAbstract read
In one paragraph

Article in Journal of experimental & clinical cancer research : CR, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
2.8field-weighted citation impact, top 10% of its field
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

15 citing papers in PubMed, 1 synthesis or guideline pooled it, 18 citations in OpenAlex.

  1. Pooled it
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  10. Dual roles of methylglyoxal in cancer.Frontiers in oncology · 2025
    Review
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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

15 authors at 2 institutions in 1 country.

Gaurav Dube *Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université Libre de Bruxelles (ULB), Brussels, Belgium.
Assia Tiamiou *Metastasis Research Laboratory, GIGA-Cancer, GIGA Institute, University of Liège, Liège, Belgium.
Martin BizetLaboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université Libre de Bruxelles (ULB), Brussels, Belgium.
Yasmine BoumahdMetastasis Research Laboratory, GIGA-Cancer, GIGA Institute, University of Liège, Liège, Belgium.
Imène GasmiMetastasis Research Laboratory, GIGA-Cancer, GIGA Institute, University of Liège, Liège, Belgium.
Rebekah CrakeMetastasis Research Laboratory, GIGA-Cancer, GIGA Institute, University of Liège, Liège, Belgium.
Justine BellierMetastasis Research Laboratory, GIGA-Cancer, GIGA Institute, University of Liège, Liège, Belgium.
Marie-Julie NokinMetastasis Research Laboratory, GIGA-Cancer, GIGA Institute, University of Liège, Liège, Belgium.
Emilie CalonneLaboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université Libre de Bruxelles (ULB), Brussels, Belgium.
Rachel DeplusLaboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université Libre de Bruxelles (ULB), Brussels, Belgium.
Tom WissocqMetastasis Research Laboratory, GIGA-Cancer, GIGA Institute, University of Liège, Liège, Belgium.
Olivier PeulenMetastasis Research Laboratory, GIGA-Cancer, GIGA Institute, University of Liège, Liège, Belgium.
Vincent CastronovoMetastasis Research Laboratory, GIGA-Cancer, GIGA Institute, University of Liège, Liège, Belgium.
François Fuks *Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université Libre de Bruxelles (ULB), Brussels, Belgium.
Akeila Bellahcène *Metastasis Research Laboratory, GIGA-Cancer, GIGA Institute, University of Liège, Liège, Belgium. a.bellahcene@uliege.be.ORCID http://orcid.org/0000-0001-9154-7631
University of Liège · BEUniversité Libre de Bruxelles · BE

Funding

Action de recherche concertée AUWB-2018-2023Fondation contre le Cancer FCC 2016-086Fonds De La Recherche Scientifique - FNRS PDR T.0188.18Fonds De La Recherche Scientifique - FNRS Télévie 7.4541.17
6 · The paper itself

Abstract

backgroundAerobic glycolysis, also known as the Warburg effect, is predominantly upregulated in a variety of solid tumors, including breast cancer. We have previously reported that methylglyoxal (MG), a very reactive by-product of glycolysis, unexpectedly enhanced the metastatic potential in triple negative breast cancer (TNBC) cells. MG and MG-derived glycation products have been associated with various diseases, such as diabetes, neurodegenerative disorders, and cancer. Glyoxalase 1 (GLO1) exerts an anti-glycation defense by detoxifying MG to D-lactate.

methodsHere, we used our validated model consisting of stable GLO1 depletion to induce MG stress in TNBC cells. Using genome-scale DNA methylation analysis, we report that this condition resulted in DNA hypermethylation in TNBC cells and xenografts.

resultsGLO1-depleted breast cancer cells showed elevated expression of DNMT3B methyltransferase and significant loss of metastasis-related tumor suppressor genes, as assessed using integrated analysis of methylome and transcriptome data. Interestingly, MG scavengers revealed to be as potent as typical DNA demethylating agents at triggering the re-expression of representative silenced genes. Importantly, we delineated an epigenomic MG signature that effectively stratified TNBC patients based on survival.

conclusionThis study emphasizes the importance of MG oncometabolite, occurring downstream of the Warburg effect, as a novel epigenetic regulator and proposes MG scavengers to reverse altered patterns of gene expression in TNBC.

Indexed as

DNA MethylationTriple Negative Breast NeoplasmsCell Line, TumorGene Expression Regulation, NeoplasticHumansPyruvaldehydeTranscriptomePyruvaldehydeBreast cancerDNA methylationMetastasisMethylglyoxalTumor suppressor genes

Identifiers

PMID36998085
PMCPMC10064647
OpenAlexW4362506464

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.