iScienceBioinformaticsPeer-reviewed journal article
The genes controlling normal function of citrate and spermine secretion is lost in aggressive prostate cancer and prostate model systems
Morten Beck RyeiD, Sebastian KrossaiD, Martina HalliD, Casper van Mourik, Tone Frost BatheniD, Finn DrabløsiD, May‐Britt TessemiD, Helena Bertilsson
Abstract
BackgroundSecretion of the metabolites citrate and spermine into prostate lumen is a unique hallmark for normal prostate epithelial cells. However, the identity of the genes controlling citrate and spermine secretion remains mostly unknown despite their obvious relevance for progression to aggressive prostate cancer. Materials & MethodsIn this study, we have correlated simultaneous measurement of citrate/spermine and transcriptomics data. We have refined these gene correlations in 12 prostate cancer cohorts containing 2915 tissue samples to create a novel gene signature of 150 genes connected with citrate and spermine secretion. We further explored the signature in public data, interrogating over 18 000 samples from various tissues and model systems, including 3826 samples from prostate and prostate cancer. ResultsIn prostate cancer, the expression of this gene signature is gradually lost in tissue from normal epithelial cells through PIN, low grade (Gleason = 8) and metastatic lesions. The accuracy of the signature is validated by its unique enrichment in prostate compared to other tissues, and its strong enrichment in epithelial tissue compartments compared to stroma. Several zinc-binding proteins that are not previously investigated in the prostate are present in the gene signature, suggesting new mechanisms for controlling zinc homeostasis in citrate/spermine secretion. However, the absence of the gene signature in all common prostate normal and cancer cell-lines, as well as prostate organoids, underlines the challenge to study the role of these genes during prostate cancer progression in model systems. ConclusionsA large collection of transcriptomics data integrated with metabolomics identifies the genes related to citrate and spermine secretion in the prostate, and show that the expression of these genes gradually decreases on the path towards aggressive prostate cancer. In addition, the study questions the relevance of currently available model systems to study metabolism in prostate cancer development.
- organism: human
- assay: bulk RNA-seq
- assay: metabolomics
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 11
- FWCI
- 1.29
- Field percentile
- top 20%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Secreted spermidine synthase reveals a paracrine role for PGC1a-induced growth suppression in prostate cancer
Ariane Schaub-Clerigué, Ivana Heřmanová, … Verónica Torrano·Cell Death and DiseasePeer-reviewed·Apr 23, 2025
- Deep phenotyping of the prostate tumor microenvironment reveals molecular stratifiers of relapse and links inflammatory chemokine expression to aberrant metabolism
Sebastian Krossa, Maria K. Andersen, … May‐Britt Tessem·Nature CommunicationsPeer-reviewed·Nov 19, 2025
- Cyclocreatine suppresses prostate tumorigenesis through dual effects on SAM and creatine metabolism
R. Patel, L. Rodgers, … H. Y. Leung·bioRxiv·Feb 26, 2021
- Ultrastructural analysis of prostate cancer tissue provides insights into androgen-dependent adaptations to membrane contact site establishment
L. M. Butler, E. Evergren·bioRxiv·May 10, 2023
- JUN mediates senescence and immune cell recruitment to prevent prostate cancer progression
- Metabolic deregulation in prostate cancer
Sriganesh Srihari, Ray Kwong, … Elliot Smith·Molecular OmicsPeer-reviewed·Sep 6, 2018