Evidence map›Paper›PMID 41088170›Full record

ArticleMolecular cancer2025

Purine metabolism: a pan-cancer metabolic dysregulation across circulation and tissues.

Mengjie Yu, Cheng Liu, Minmin Cao, Dou Yang, Tongshan Wang, Jing Xu, Danxia Zhu, Guangji Wang, Jiye Aa, Wei Zhu

Abstract read
In one paragraph

Article in Molecular cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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

10 authors.

Mengjie Yu *State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, Jiangsu, 210009, P.R. China.
Cheng Liu *Department of Gastroenterology, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, 321 Zhongshan Road, Nanjing, Jiangsu, 210008, P.R. China.
Minmin Cao *Department of Oncology, The Jiangyin Hospital Affiliated to Medical College of Southeast University, Jiangyin, Jiangsu, 214400, P.R. China.
Dou YangState Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, Jiangsu, 210009, P.R. China.
Tongshan WangDepartment of Oncology, The First Affiliated Hospital with Nanjing Medical University, Guangzhou Road, Nanjing, Jiangsu, 210029, China.
Jing XuDepartment of Oncology, The First Affiliated Hospital with Nanjing Medical University, Guangzhou Road, Nanjing, Jiangsu, 210029, China.
Danxia ZhuDepartment of Oncology, The Third Affiliated Hospital of Soochow University, 185 Juqian Road, Changzhou, Jiangsu, 213000, P.R. China.
Guangji WangState Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, Jiangsu, 210009, P.R. China. guangjiwang@hotmail.com.
Jiye AaState Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, Jiangsu, 210009, P.R. China. jiyea@cpu.edu.cn.
Wei ZhuDepartment of Oncology, The First Affiliated Hospital with Nanjing Medical University, Guangzhou Road, Nanjing, Jiangsu, 210029, China. zhuwei@njmu.edu.cn.

Funding

the CAMS Innovation Fund for Medical Sciences CIFMS2021-I2M-5-011the Fundamental Research Funds for the Central Universities 2632023GR10the National Natural Science Foundation of the People's Republic of China 82173890the Natural Science Foundation of Jiangsu Province BK20241594the Postdoctoral Foundation of Jiangsu Province 2023ZB369the Sanming Project of Medicine in Shenzhen SZSM202301035
6 · The paper itself

Abstract

Tumors function as organ-like entities within complex ecosystems, interacting with diverse components of their microenvironment, including blood and lymphatic vessels, neurons, immune cells, metabolites, and cytokines, to drive tumorigenesis and progression. Our pan-cancer study investigated the universal tumor hallmarks, integrating metabolite characteristics with molecular mechanisms. Metabolomic profiling on plasma from 2,561 patients across 20 cancer types and 604 healthy controls in two clinical centers, identified three biomarkers in pan cancers: elevated levels of hypoxanthine and reduced levels of cysteine and pyruvic acid. Given the profound significance of hypoxanthine, we further discovered 33 core purine metabolism-related genes in The Cancer Genome Atlas (TCGA) pan-cancer tissues, and their influences on immunomodulation and overall survival. Lastly, candidate therapeutic compounds, intervening purine metabolism, were proposed based on pharmaco-transcriptomics and pharmaco-proteomics analysis. Through interdisciplinary multi-omics investigations, such approaches may enhance insight into antitumor immunotherapy by targeting cancer metabolic reprogramming.

Indexed as

Biomarkers, TumorNeoplasmsPurinesHumansMetabolic Networks and PathwaysMetabolomeMetabolomicsTumor MicroenvironmentBiomarkers, TumorpurinePurinesCirculationHypoxanthineMetabolomicsPan-cancerPurine metabolism

Identifiers

PMID41088170
PMCPMC12522462

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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.