An NMR-based metabolic signature to identify clinically significant prostate cancer in patients undergoing biopsy.
NMR
clinically significant
prostate biopsy
prostate cancer
tumor metabolism
urea cycle
Journal
The Journal of clinical endocrinology and metabolism
ISSN: 1945-7197
Titre abrégé: J Clin Endocrinol Metab
Pays: United States
ID NLM: 0375362
Informations de publication
Date de publication:
09 Oct 2024
09 Oct 2024
Historique:
received:
21
06
2024
revised:
23
08
2024
accepted:
08
10
2024
medline:
9
10
2024
pubmed:
9
10
2024
entrez:
9
10
2024
Statut:
aheadofprint
Résumé
Despite clinical suspicion of prostate cancer (PCa), 20-25% of patients exhibit a tumor-negative biopsy result. To assess the serum metabolic profile of clinically significant (cs) compared to clinically insignificant (ci) PCa or benign (Be) patients. 1078 serum samples were analyzed. Nuclear magnetic resonance (NMR) spectroscopy was used to quantify 73 metabolites, Random Forest for model algorithm. We identified a 22-metabolite panel, which discriminated csPCa (ISUP 2-5, n=328) from ciPCa (ISUP 1, n=101) and benign patients (negative biopsy, n=649) with a higher performance when combined with the standard clinical parameters age, prostate specific antigen (PSA), and percentage free PSA (%fPSA) (AUC 0.84) than the clinical parameters alone (AUC 0.73). Our study further revealed significant dysregulations of the urea cycle and the choline pathway along with changes in tricarboxylic acid (TCA) cycle, cholesterol metabolism, and a significant increase of the inflammation marker GlycB in csPCa patients. In particular, ornithine and dimethylglycine were the 2 most important features to discriminate csPCa from Be+ciPCa with significantly higher ornithine and lower dimethylglycine levels in patients with csPCa (ornithine: 63.7 ± 26.5 µmol/l, dimethylglycine: 12.6 ± 6.3 µmol/l, p<0.001) compared to Be+ciPCa patients (ornithine: 50.3 ± 31.6 µmol/l, dimethylglycine: 14.9 ± 7.7 µmol/l). This study discovered a 22-metabolite panel to discriminate patients with csPCa from Be+ciPCa patients when combined with age, PSA, and %fPSA. It may therefore be used as supportive biomarker to reduce the number of unnecessary biopsies and also to identify novel therapeutic targets in the future.
Identifiants
pubmed: 39383254
pii: 7816302
doi: 10.1210/clinem/dgae704
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Informations de copyright
© The Author(s) 2024. Published by Oxford University Press on behalf of the Endocrine Society.