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Record W4412986547 · doi:10.1136/gutjnl-2024-333255

Role of CNNM4 in the progression of cholangiocarcinoma: implications for ferroptosis and therapeutic potential

2025· article· en· W4412986547 on OpenAlexfundno aff
María Mercado-Gómez, Naroa Goikoetxea‐Usandizaga, Alvaro Eguileor Giné, Miguel Ángel Merlos Rodrigo, Mikel Azkargorta, L. Estefanía Zapata-Pavas, Claudia M. Rejano-Gordillo, Marta R. Romero, Isabel Mendizabal, Pedro M. Rodrigues, Hanghang Wu, Rubén Rodríguez‐Agudo, Marina Serrano‐Maciá, Paula Olaizola, Jon Ander Barrenechea-Barrenechea, Irene González Recio, Maite G. Fernández‐Barrena, Diletta Overi, Eugenio Gaudio, Ute Schaeper, Saioa Garcia‐Longarte, Mariana Yáñez-Bartolomé, Patricia Peña-Sanfélix, Clàudia Gil‐Pitarch, Ainhoa Lapitz, Hana Michalkova, Zbyněk Heger, Carolina Conter, Rocı́o I.R. Macı́as, Arkaitz Carracedo, Jesús M. Bañales, Víctor Moreno, Angela Lamarca, Rajat Singh, Teresa C. Delgado, Luis Alfonso Martínez‐Cruz, Félix Elortza, Matías A. Ávila, César Martı́n, Tian V. Tian, Teresa Macarulla, D. Buccella, Francisco Javier Cubero, Diego F. Calvisi, Guido Carpino, José J.G. Marı́n, Cecília M. P. Rodrigues, Maria Luz Martínez‐Chantar

Bibliographic record

VenueGut · 2025
Typearticle
Languageen
FieldMedicine
TopicFerroptosis and cancer prognosis
Canadian institutionsnot available
FundersEuropean Regional Development FundInstituto de Salud Carlos IIIEuropean CommissionMinisterio de Ciencia e InnovaciónMcGill UniversityUniversidad de SalamancaHealth Research
KeywordsGene silencingCancer researchBiologyCell growthSmall interfering RNACell cultureCell migrationCell biologyTransfectionBiochemistryGeneGenetics

Abstract

fetched live from OpenAlex

Background and objective Cholangiocarcinoma (CCA) is a heterogeneous neoplasm of the biliary epithelium that easily infiltrates, metastasises and recurs. Magnesium disbalance is a hallmark of CCA, with the magnesium transporter cyclin M4 (CNNM4) being a key driver of various hepatic diseases. This study aims to unravel the role of CNNM4 in the initiation and progression of CCA. Design CNNM4 protein and gene expression were assessed in vitro, in vivo and in patients with CCA. Silencing of CNNM4 was effectively achieved by using small interfering RNA (siRNA) or short hairpin RNA in CCA cell lines and GalNAc-conjugated siRNA in a transposon-based CCA mice model. The impact of CNNM4 on tumour cell proliferation, migration and invasion to the lungs was evaluated using the chicken chorioallantoic membrane model. Proteomic analysis was employed to elucidate the underlying molecular mechanisms. Results CNNM4 was upregulated in CCA samples from humans, mice and cell lines. Functional studies demonstrated that CNNM4 deficiency attenuates cell growth, chemoresistance, migration, invasion, cancer stem cell properties and Warburg effect in vitro and in vivo. Proteomic analysis identified nuclear protein 1 as an upstream regulator of CNNM4-induced ferroptosis in CCA, ultimately leading to cell death. The iron chelator deferiprone could reverse the decreased proliferation induced by CNNM4 silencing, while inhibition of the heme oxygenase-1 by zinc protoporphyrin IX affected only the growth of cells with no targeted CNNM4 inhibition, highlighting the specificity of ferroptosis in CNNM4-associated effects. Conclusion This study reveals that increased CNNM4 expression drives CCA progression and malignancy and that its inhibition may be an effective therapeutic strategy to limit proliferation and metastasis in patients with CCA.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.488
Threshold uncertainty score0.124

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.326
Teacher spread0.308 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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