Evidence map›Paper›PMID 41096838›Full record

ArticleInternational journal of molecular sciences2025

Unveiling Metabolic Subtypes in Endometrial Cancer Cell Lines: Insights from Metabolomic Analysis Under Standard and Stress Conditions.

Lana McCaslin, Simon Lagies, Daniel A Mohl, Dietmar A Plattner, Markus Jäger, Claudia Nöthling, Matthias C Huber, Ingolf Juhasz-Böss, Bernd Kammerer, Clara Backhaus

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

10 authors.

Lana McCaslinCore Competence Metabolomics, Hilde-Mangold-Haus, University of Freiburg, 79104 Freiburg, Germany.
Simon LagiesCore Competence Metabolomics, Hilde-Mangold-Haus, University of Freiburg, 79104 Freiburg, Germany.ORCID 0000-0002-5245-1781
Daniel A MohlCore Competence Metabolomics, Hilde-Mangold-Haus, University of Freiburg, 79104 Freiburg, Germany.ORCID 0000-0001-6915-4946
Dietmar A PlattnerInstitute of Organic Chemistry, University of Freiburg, 79104 Freiburg, Germany.
Markus JägerDepartment of Obstetrics & Gynecology, Medical Center and Faculty of Medicine-University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany.
Claudia NöthlingDepartment of Obstetrics & Gynecology, Medical Center and Faculty of Medicine-University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany.
Matthias C HuberDepartment of Obstetrics & Gynecology, Medical Center and Faculty of Medicine-University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany.
Ingolf Juhasz-BössDepartment of Obstetrics & Gynecology, Medical Center and Faculty of Medicine-University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany.ORCID 0000-0002-2178-6490
Bernd KammererCore Competence Metabolomics, Hilde-Mangold-Haus, University of Freiburg, 79104 Freiburg, Germany.
Clara BackhausDepartment of Obstetrics & Gynecology, Medical Center and Faculty of Medicine-University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany.ORCID 0000-0002-2140-5547

Funding

Deutsche Forschungsgemeinschaft 413517907
6 · The paper itself

Abstract

Endometrial carcinoma (EC) is the most common malignancy of the female reproductive tract, with increasing incidence driven by aging populations and obesity. While molecular classification has improved diagnostic precision, the identification of clinically relevant metabolic biomarkers remains incomplete, and targeted therapies are not yet standardized. In this study, we investigated metabolic alterations in four EC cell lines (AN3-CA, EFE-184, HEC-1B and MFE-296) compared to non-malignant controls under normoxic and stress conditions (hypoxia and lactic acidosis) to identify metabolomic differences with potential clinical relevance. Untargeted gas chromatography-mass spectrometry (GC/MS) and targeted liquid chromatography-mass spectrometry (LC/MS) profiling revealed two distinct metabolic subtypes of EC. Cells of metabolic subtype 1 (AN3-CA and EFE-184) exhibited high biosynthetic and energy demands, enhanced cholesterol and hexosyl-ceramides synthesis and increased RNA stability, consistent with classical cancer-associated metabolic reprogramming. Cells of metabolic subtype 2 (HEC-1B and MFE-296) displayed a phospholipid-dominant metabolic profile and greater hypoxia tolerance, suggesting enhanced tumor aggressiveness and metastatic potential. Key metabolic findings were validated via real-time quantitative PCR. This study identifies and characterizes distinct metabolic subtypes of EC within the investigated cancer cell lines, thereby contributing to a better understanding of tumor heterogeneity. The results provide a basis for potential diagnostic differentiation based on specific metabolic profiles and may support the identification of novel therapeutic targets. Further validation in three-dimensional culture models and ultimately patient-derived samples is required to assess clinical relevance and integration with current molecular classifications.

Indexed as

Endometrial NeoplasmsMetabolomeMetabolomicsStress, PhysiologicalCell Line, TumorFemaleGas Chromatography-Mass SpectrometryHumanscancer metabolismendometrial cancerGC/MShypoxialactic acidosisLC/MSmass spectrometrymetabolic profilingmetabolic subtypes

Identifiers

PMID41096838
PMCPMC12524432

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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.