Evidence map›Paper›PMID 40017120›Full record

ArticleMolecular oncology2025

Elucidating prognostic significance of purine metabolism in colorectal cancer through integrating data from transcriptomic, immunohistochemical, and single-cell RNA sequencing analysis.

Sungyeon Kim, Myunghee Kang, Soyeon Jeong, Jisup Kim, Kyoung Oh Kim, Won-Suk Lee, Jeong-Heum Baek, Jung Ho Kim, Seungyoon Nam

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. iScience · 2026
    Article
  2. Functional Diversity and Emerging Roles of Human NME/NDPK Group II Proteins.International journal of molecular sciences · 2026
    Review
  3. Review
  4. Article
  5. Article
  6. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Sungyeon KimDepartment of Genome Medicine and Science, Gachon Institute of Genome Medicine and Science, Gachon University Gil Medical Center, Gachon University College of Medicine, Gachon University, Incheon, Korea.
Myunghee KangDepartment of Pathology, Gachon University Gil Medical Center, Gachon University College of Medicine, Gachon University, Incheon, Korea.
Soyeon JeongDepartment of Internal Medicine, Gachon University Gil Medical Center, Gachon University College of Medicine, Gachon University, Incheon, Korea.
Jisup KimDepartment of Pathology, Gachon University Gil Medical Center, Gachon University College of Medicine, Gachon University, Incheon, Korea.
Kyoung Oh KimDepartment of Internal Medicine, Gachon University Gil Medical Center, Gachon University College of Medicine, Gachon University, Incheon, Korea.
Won-Suk LeeDepartment of Surgery, Gachon University Gil Medical Center, Gachon University College of Medicine, Gachon University, Incheon, Korea.
Jeong-Heum BaekDepartment of Surgery, Gachon University Gil Medical Center, Gachon University College of Medicine, Gachon University, Incheon, Korea.
Jung Ho KimDepartment of Internal Medicine, Gachon University Gil Medical Center, Gachon University College of Medicine, Gachon University, Incheon, Korea.ORCID https://orcid.org/0000-0002-6944-473X
Seungyoon NamDepartment of Genome Medicine and Science, Gachon Institute of Genome Medicine and Science, Gachon University Gil Medical Center, Gachon University College of Medicine, Gachon University, Incheon, Korea.ORCID https://orcid.org/0000-0002-0966-7915

Funding

National Research Council of Science and Technology GTL24021-000National Research Foundation of Korea NRF-2022R1C1C1010335
6 · The paper itself

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.

Indexed as

Colorectal NeoplasmsPurinesSequence Analysis, RNASingle-Cell AnalysisTranscriptomeAgedBiomarkers, TumorFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansImmunohistochemistryMaleMiddle AgedPrognosisBiomarkers, TumorpurinePurinescolorectal cancerimmunohistochemistrypurine metabolismsurvival

Identifiers

PMID40017120
PMCPMC12330927

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.