Novel Metabolic‐Prognostic Integration Reveals TCF21‐Mediated Mitochondrial Regulation in Endometrial Cancer

Despite endometrial cancer (EC) being a malignancy linked to metabolic disorders such as diabetes and obesity, its prognostic markers and metabolic dysregulation remain incompletely understood. Gene expression profiles and clinical data were obtained from TCGA. Metabolism-regulating genes (MRGs) were identified by intersecting genes linked to diabetes, obesity, and EC prognosis. A prognostic MRG-model was developed using LASSO Cox regression. Functional pathway features of the MRG-model were analyzed for prognostic signals, immune status, and antitumor therapy using methods such as gene set enrichment analysis, GSVA, ssGSEA, EPIC, CIBERSORT, and others. Machine learning algorithms identified the optimal MRG, TCF21, for in vivo and in vitro validation through experiments including colony formation, CCK8 assays, wound healing, Transwell assays, measurement of reactive oxygen species and ATP levels. We identified 72 candidate genes related to EC metabolism and progression. The MRG-model effectively distinguished high-risk from low-risk EC patients and demonstrated strong prognostic predictive capacity. Significant differences were observed between the two groups in clinical factors, functional pathways, immune characteristics, mutation profiles, and treatment recommendations. TCF21, with optimal performance, was selected for further study. TCF21 expression was significantly downregulated in EC and correlated with DNA methylation. As a tumor suppressor, TCF21 regulates proliferation, migration, invasion, and mitochondrial metabolism in EC via PDE2A. The MRG-model can serve as a robust tool for prognostic prediction and support personalized EC treatment, enhancing its clinical potential. TCF21 is methylated in EC, and its regulation of PDE2A governs the malignant phenotype and mitochondrial metabolism.

Authors

Institutions

Publication Details

Journal
Molecular Carcinogenesis
Published
2025-09-22
DOI
https://doi.org/10.1002/mc.70041
Citations
1
Primary Topic
Epigenetics and DNA Methylation
Type
article
Field-Weighted Citation Impact
0.81
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Novel Metabolic‐Prognostic Integration Reveals TCF21‐Mediated Mitochondrial Regulation in Endometrial Cancer

Ciren Guo, X Z Ye, Yang Sun, Xinyan Jiang et al.
1 citations
Molecular Carcinogenesis
Epigenetics and DNA Methylation
0.81
article

Novel Metabolic‐Prognostic Integration Reveals TCF21‐Mediated Mitochondrial Regulation in Endometrial Cancer

Ciren Guo, X Z Ye, Yang Sun, Xinyan Jiang, Xuefen Lin, Jianfeng Zheng
article en
1 citations

Abstract

Despite endometrial cancer (EC) being a malignancy linked to metabolic disorders such as diabetes and obesity, its prognostic markers and metabolic dysregulation remain incompletely understood. Gene expression profiles and clinical data were obtained from TCGA. Metabolism-regulating genes (MRGs) were identified by intersecting genes linked to diabetes, obesity, and EC prognosis. A prognostic MRG-model was developed using LASSO Cox regression. Functional pathway features of the MRG-model were analyzed for prognostic signals, immune status, and antitumor therapy using methods such as gene set enrichment analysis, GSVA, ssGSEA, EPIC, CIBERSORT, and others. Machine learning algorithms identified the optimal MRG, TCF21, for in vivo and in vitro validation through experiments including colony formation, CCK8 assays, wound healing, Transwell assays, measurement of reactive oxygen species and ATP levels. We identified 72 candidate genes related to EC metabolism and progression. The MRG-model effectively distinguished high-risk from low-risk EC patients and demonstrated strong prognostic predictive capacity. Significant differences were observed between the two groups in clinical factors, functional pathways, immune characteristics, mutation profiles, and treatment recommendations. TCF21, with optimal performance, was selected for further study. TCF21 expression was significantly downregulated in EC and correlated with DNA methylation. As a tumor suppressor, TCF21 regulates proliferation, migration, invasion, and mitochondrial metabolism in EC via PDE2A. The MRG-model can serve as a robust tool for prognostic prediction and support personalized EC treatment, enhancing its clinical potential. TCF21 is methylated in EC, and its regulation of PDE2A governs the malignant phenotype and mitochondrial metabolism.

Molecular CarcinogenesisVol. 64(12)
Fujian Medical University (CN), Fujian Provincial Cancer Hospital (CN)
Openalex Percentile: Top 23%
Epigenetics and DNA Methylation
0.81
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.