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

**Authors:** Roberta Giorgione, Daniela Grasso, Elisabetta Gambale, Federico Scolari, Virginia Rossi, Fabrizio Di Maida, Marinella Micol Mela, Barbara Marzocchi, Laura Doni, Adriano Pasqui, Andrea Minervini, Enrico Caliman, Sergio Serni, Andrea Bernini, Serena Pillozzi, Lorenzo Antonuzzo

PMC · DOI: 10.32604/or.2026.068896 · Oncology Research · 2026-03-23

## TL;DR

This study uses NMR metabolomics to identify serum biomarkers in bladder cancer patients and track changes during platinum-based chemotherapy.

## Contribution

The study is the first to longitudinally monitor metabolic profiles of bladder cancer patients undergoing chemotherapy using NMR.

## Key findings

- Elevated levels of acetate, acetone, and TMAO were observed in BC patients compared to healthy controls.
- Metabolic changes in glycolysis, fatty acid, purine, and amino acid pathways were confirmed in BC patients.
- Monitoring specific metabolites like TMAO could help predict treatment response and disease progression.

## Abstract

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.

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.

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.

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.

## Linked entities

- **Chemicals:** acetate (PubChem CID 175), acetone (PubChem CID 180), hypoxanthine (PubChem CID 135398638), trimethylamine N-oxide (PubChem CID 1145), TMAO (PubChem CID 1145), glutamate (PubChem CID 611), lactate (PubChem CID 61503), phenylalanine (PubChem CID 994), ornithine (PubChem CID 389), carnitine (PubChem CID 288), choline (PubChem CID 305), betaine (PubChem CID 247), aspartate (PubChem CID 5960), threonine (PubChem CID 205), 2-hydroxybutyrate (PubChem CID 440864), 2-aminobutyrate (PubChem CID 517460), histidine (PubChem CID 773)
- **Diseases:** Bladder Cancer (MONDO:0004986)

## Full-text entities

- **Genes:** HPRT1 (hypoxanthine phosphoribosyltransferase 1) [NCBI Gene 3251] {aka HGPRT, HPRT}
- **Diseases:** urothelial carcinoma (MESH:D014523), BC (MESH:D001749), LumNS (MESH:C562424), TMAO (MESH:C536108), inflammatory (MESH:D007249), AIOM (MESH:D000072716), Papillary Luminal (MESH:D002291), breast, ovary, kidney, prostate, colorectal, and hepatocellular carcinoma (MESH:D061325), neuroendocrine (MESH:D018358), TSP (MESH:D011015), hypoxia (MESH:D000860), MIBC (MESH:D000093284), cancer (MESH:D009369)
- **Chemicals:** pyrimidine nucleosides (MESH:D011741), Platinum (MESH:D010984), Acetyl-CoA (MESH:D000105), choline (MESH:D002794), pyruvate (MESH:D019289), aspartate (MESH:D001224), hydroxy acids (MESH:D006880), KB (MESH:D007657), nicotinate (MESH:D009525), histidine (MESH:D006639), betaine (MESH:D001622), Carboplatin (MESH:D016190), ATP (MESH:D000255), arginine (MESH:D001120), EDTA (MESH:D004492), Trimethylamine (MESH:C023336), Gemcitabine (MESH:D000093542), Glycine (MESH:D005998), nucleosides (MESH:D009705), glycerophospholipid (MESH:D020404), deuterium (MESH:D003903), water (MESH:D014867), 2-hydroxybutyrate (MESH:C031570), NaOH (MESH:D012972), gold (MESH:D006046), formate (MESH:C030544), imidazoles (MESH:D007093), acetate (MESH:D000085), Cisplatin (MESH:D002945), lipid (MESH:D008055), glucose (MESH:D005947), purine (MESH:C030985), ornithine (MESH:D009952), alanine (MESH:D000409), 3-Hydroxybutyrate (MESH:D020155), Serine (MESH:D012694), phenylalanine (MESH:D010649), Phosphate (MESH:D010710), uric acid (MESH:D014527), Dipotassium Hydrogen Phosphate (MESH:C013216), 1H (-), ROS (MESH:D017382), luminal (MESH:D010634), NAD+ (MESH:D009243), AcAc (MESH:C016635), glycerophosphocholine (MESH:D005997), Threonine (MESH:D013912), glutamate (MESH:D018698), beta-alanine (MESH:D015091), Acetone (MESH:D000096), TMAO (MESH:C005855), lactate (MESH:D019344), tricarboxylic acid (MESH:D014233), carbon (MESH:D002244), fatty acid (MESH:D005227), carnitine (MESH:D002331), Hypoxanthine (MESH:D019271), glutathione (MESH:D005978), glutamine (MESH:D005973), glyoxylate (MESH:C031150)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13040325/full.md

## References

41 references — full list in the complete paper: https://tomesphere.com/paper/PMC13040325/full.md

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Source: https://tomesphere.com/paper/PMC13040325