ArticleMolecular oncology2025
Elucidating prognostic significance of purine metabolism in colorectal cancer through integrating data from transcriptomic, immunohistochemical, and single-cell RNA sequencing analysis.
Article in Molecular oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Article
- Functional Diversity and Emerging Roles of Human NME/NDPK Group II Proteins.International journal of molecular sciences · 2026Review
- From Gut Homeostasis to Colorectal Cancer: Spatial and Temporal Reprogramming of Microbial Inosine Signaling.Biomedicines · 2026Review
- Multi-modal molecular and spatial profiling reveals NNT as a prognostic biomarker in obesity-associated colorectal cancer.Journal of gastroenterology · 2026Article
- Serum metabolomics modelling reveals stage-associated purine and endocannabinoid metabolic signatures in colorectal cancer progression.Frontiers in oncology · 2026Article
- Global Research Trends and Hotspots in the Role of Cholesterol in Colorectal Cancer: A Bibliometric Analysis.Human mutation · 2025Article
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Authors and funding
9 authors.
Funding
Abstract
Colorectal cancer (CRC) is widely recognized for its high prevalence and significant mortality rates, and purine metabolism has been serving as a potential therapeutic target. However, purine metabolism has not yet been validated as a prognostic marker through immunohistochemical analysis. In this study, we utilized a combination of bulk transcriptome analysis, immunohistochemistry (IHC), and single-cell RNA sequencing (scRNA-seq) to assess the clinical relevance of purine metabolism in CRC. Low expression levels of five purine metabolism-related genes-ADSL, APRT, ADCY3, NME3, and NME6-were associated with worse prognosis in CRC patient subgroups, including wild-type TP53, mutant TP53, and microsatellite-stable phenotypes. IHC-based validation showed that NME3 expression was an independent prognostic factor, whereas ADSL and NME6 expressions were associated with clinical variables in prediction of prognosis. Notably, NME3 expression predicted a high risk in patients with early-stage CRC, while ADSL and NME6 expressions were predictive in late-stage CRC. scRNA-seq analysis showed that four genes, excluding NME6, had low expression levels in epithelial cells at the late-stage CRC. Despite the reversible nature of purine metabolism reactions, we demonstrated a consistent directional expression of these five prognostic purine metabolism-related proteins in CRC tissues. We suggest that alterations in purine metabolism could serve as a clinically useful prognostic marker in CRC.
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