1. Association between individual Warburg-related proteins and prognosis in colorectal cancer.
- Author
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Offermans K, Jenniskens JC, Simons CC, Samarska I, Fazzi GE, Smits KM, Schouten LJ, Weijenberg MP, Grabsch HI, and van den Brandt PA
- Subjects
- Humans, Male, Female, Aged, Middle Aged, Prognosis, Warburg Effect, Oncologic, Glucose Transporter Type 1 metabolism, Glucose Transporter Type 1 analysis, Tumor Suppressor Protein p53 metabolism, Tumor Suppressor Protein p53 analysis, Thyroid Hormone-Binding Proteins, Thyroid Hormones metabolism, Muscle Proteins metabolism, Kaplan-Meier Estimate, L-Lactate Dehydrogenase metabolism, Membrane Proteins metabolism, Carrier Proteins metabolism, Carrier Proteins genetics, Netherlands, Aged, 80 and over, Isoenzymes metabolism, Colorectal Neoplasms pathology, Colorectal Neoplasms mortality, Colorectal Neoplasms metabolism, Monocarboxylic Acid Transporters metabolism, Monocarboxylic Acid Transporters analysis, Monocarboxylic Acid Transporters genetics, Biomarkers, Tumor analysis, Biomarkers, Tumor metabolism, PTEN Phosphohydrolase metabolism, PTEN Phosphohydrolase analysis
- Abstract
We previously showed that Warburg subtyping (low/moderate/high), based on the expression of six glycolytic proteins and transcriptional regulators [glucose transporter 1 (GLUT1), pyruvate kinase M2 (PKM2), lactate dehydrogenase A (LDHA), monocarboxylate transporter 4 (MCT4), p53, and PTEN], holds independent prognostic value in colorectal cancer (CRC) patients. The present study aimed to investigate whether the expression level of one of the proteins (GLUT1, PKM2, LDHA, MCT4, p53, and PTEN) can act as a proxy for our previously identified six protein-based Warburg subtypes. Protein expression levels for individual Warburg-related proteins were available for 2,251 CRC patients from the Netherlands Cohort Study. Kaplan-Meier curves and Cox regression were used to explore associations between individual Warburg-related proteins and CRC-specific and overall survival. Previously identified associations between Warburg subtypes and CRC-specific and overall survival were adjusted for individual proteins, showing a significant association with survival in the current study. Multivariable-adjusted analyses showed that the expression of GLUT1, LDHA, MCT4, PKM2, or p53 was associated with neither CRC-specific nor overall survival. Decreasing PTEN expression was associated with significantly poorer overall survival (p-trend
categories = 0.026). Additional adjustment for PTEN expression had minimal impact on the previously identified association between Warburg subtypes and survival, and the six protein-based Warburg-high subtype remained a statistically significant predictor of overall survival (hazard ratio 1.15; 95% CI 1.01-1.32). In conclusion, our results emphasise that individual Warburg-related proteins cannot serve as a proxy or surrogate marker for Warburg subtyping, thereby highlighting the importance of combining the expression levels of multiple Warburg-related proteins when examining the prognostic significance of a complex biological pathway such as the Warburg effect., (© 2025 The Author(s). The Journal of Pathology: Clinical Research published by The Pathological Society of Great Britain and Ireland and John Wiley & Sons Ltd.)- Published
- 2025
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