Potential Diagnostic Biomarker Detection for Prostate Cancer Using Untargeted and Targeted Metabolomic Profiling.
Diana NituscaCarmen SocaciuAndreea Iulia SocaciuIoan-Ovidiu SirbuRăzvan BardanAlin Adrian CumpanasEdward SeclamanCatalin MarianPublished in: Current issues in molecular biology (2023)
Prostate cancer (PCa) remains one of the leading causes of cancer mortality in men worldwide, currently lacking specific, early detection and staging biomarkers. In this regard, modern research focuses efforts on the discovery of novel molecules that could represent potential future non-invasive biomarkers for the diagnosis of PCa, as well as therapeutic targets. Mounting evidence shows that cancer cells express an altered metabolism in their early stages, making metabolomics a promising tool for the discovery of altered pathways and potential biomarker molecules. In this study, we first performed untargeted metabolomic profiling on 48 PCa plasma samples and 23 healthy controls using ultra-high-performance liquid chromatography coupled with electrospray ionization quadrupole time-of-flight mass spectrometry (UHPLC-QTOF-[ESI+]-MS) for the discovery of metabolites with altered profiles. Secondly, we selected five molecules (L-proline, L-tryptophan, acetylcarnitine, lysophosphatidylcholine C18:2 and spermine) for the downstream targeted metabolomics and found out that all the molecules, regardless of the PCa stage, were decreased in the PCa plasma samples when compared to the controls, making them potential biomarkers for PCa detection. Moreover, spermine, acetylcarnitine and L-tryptophan had very high diagnostic accuracy, with AUC values of 0.992, 0.923 and 0.981, respectively. Consistent with other literature findings, these altered metabolites could represent future specific and non-invasive candidate biomarkers for PCa detection, which opens novel horizons in the field of metabolomics.
Keyphrases
- ms ms
- mass spectrometry
- prostate cancer
- liquid chromatography
- ultra high performance liquid chromatography
- tandem mass spectrometry
- high resolution mass spectrometry
- small molecule
- simultaneous determination
- high performance liquid chromatography
- radical prostatectomy
- gas chromatography
- high throughput
- systematic review
- single cell
- real time pcr
- high resolution
- cancer therapy
- multiple sclerosis
- type diabetes
- solid phase extraction
- papillary thyroid
- gas chromatography mass spectrometry
- cardiovascular disease