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Article | Open Access

Serum Biomarkers in Bladder Cancer: NMR Metabolomics for Identification and Monitoring during Platinum-Based Therapy

Roberta Giorgione#,1Daniela Grasso#,2Elisabetta Gambale1Federico Scolari3Virginia Rossi1Fabrizio Di Maida4Marinella Micol Mela1Barbara Marzocchi2Laura Doni1Adriano Pasqui1Andrea Minervini4Enrico Caliman1Sergio Serni4,5,6Andrea Bernini2Serena Pillozzi3Lorenzo Antonuzzo1,5( )
Oncology Unit, Careggi University Hospital, Florence, Italy
Department of Biotechnology, Chemistry and Pharmacy, University of Siena, Siena, Italy
Department of Biomedical, Experimental and Clinical Sciences, University of Florence, Florence, Italy
Unit of Urology and Andrology, Careggi University Hospital, Florence, Italy
Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
Unit of Urology and Renal Transplantation, Careggi University Hospital, Florence, Italy

#These authors contributed equally to this work

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Abstract

Objectives

To date, predictive and prognostic biomarkers for Bladder Cancer (BC) remain lacking. Existing literature underscores the potential of metabolomics as a valuable tool for biomarker identification. The primary objective of this study is to characterize the serum metabolic profile of BC patients undergoing platinum-based chemotherapy (Pt-CT) to identify potential biomarkers.

Methods

In this pilot study, we investigated the metabolomic profiles of 14 BC patients undergoing Pt-CT in different settings. We compared their baseline profiles with those of healthy controls and tracked key metabolites throughout chemotherapy cycles. Metabolomics profiling was conducted using nuclear magnetic resonance (NMR) spectroscopy. All experiments were performed on a Bruker Avance™ 600 spectrometer.

Results

Serum samples of BC patients had elevated levels of acetate, acetone, hypoxanthine, trimethylamine N-oxide (TMAO), glutamate, lactate, phenylalanine, and ornithine. Conversely, there were decreased levels of carnitine, choline, betaine, aspartate, threonine, 2-hydroxybutyrate, 2-aminobutyrate and histidine when compared with healthy controls. Throughout the CT course, hypoxanthine, glutamate, and aspartate levels increased, while acetone, acetate and TMAO levels decreased.

Conclusions

The results of our study confirm perturbations in several metabolic pathways in the serum samples of BC patients, including glycolysis, fatty acid, purine, and amino acid metabolism. Additionally, TMAO may contribute to BC development by fostering a pro-inflammatory and oxidative stress state. Furthermore, monitoring these metabolites could serve as a valuable tool for predicting treatment response. To the best of our knowledge, no metabolomic studies have assessed BC patients undergoing CT with longitudinal monitoring to identify changes in the metabolic profile induced by treatment.

References

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Cite this article:
Giorgione R, Grasso D, Gambale E, et al. Serum Biomarkers in Bladder Cancer: NMR Metabolomics for Identification and Monitoring during Platinum-Based Therapy. Oncology Research, 2026, 34(4). https://doi.org/10.32604/or.2026.068896

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Received: 09 June 2025
Accepted: 09 October 2025
Published: 23 March 2026
© The Author 2026.

This work is licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.