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
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.

Auteurs

Michael Ladurner (M)

Department of Urology, Medical University of Innsbruck, Anichstraße 35, 6020 Innsbruck, Austria.

Tobias Ameismeier (T)

lifespin GmbH, Am Bio Park 13, 93053 Regensburg, Germany.

Helmut Klocker (H)

Department of Urology, Medical University of Innsbruck, Anichstraße 35, 6020 Innsbruck, Austria.

Eberhard Steiner (E)

Department of Urology, Medical University of Innsbruck, Anichstraße 35, 6020 Innsbruck, Austria.

Helga Hauffe (H)

Department of Urology, Medical University of Innsbruck, Anichstraße 35, 6020 Innsbruck, Austria.

Gerhard P Aigner (GP)

Department of Urology, Medical University of Innsbruck, Anichstraße 35, 6020 Innsbruck, Austria.

Hannes Neuwirt (H)

Department of Internal Medicine IV Nephrology and Hypertension, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria.

Tina Böld (T)

lifespin GmbH, Am Bio Park 13, 93053 Regensburg, Germany.

Selina Strathmeyer (S)

lifespin GmbH, Am Bio Park 13, 93053 Regensburg, Germany.

Isabel Heidegger (I)

Department of Urology, Medical University of Innsbruck, Anichstraße 35, 6020 Innsbruck, Austria.

Diana Drettwan (D)

lifespin GmbH, Am Bio Park 13, 93053 Regensburg, Germany.

Iris E Eder (IE)

Department of Urology, Medical University of Innsbruck, Anichstraße 35, 6020 Innsbruck, Austria.

Classifications MeSH