Evidence map›Paper›PMID 41361300›Full record

ArticleCancer cell international2025

Salivary metabolic profile landscape for gastric cancer screening: a metabolomic approach.

Chuyang Bao, Lijuan Xiang, Adil Murtazt, Yalei Wang, Xuefeng Hu, Shengyi Wang, Yali Bi, Hu Liu, Wei Zhang

Registry-linked trialAbstract read
In one paragraph

Article in Cancer cell international, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01420588 (Study of the Exhaled Breath and Salivary Metabolites of Patients With Malignant or Benign Gasctric Lesions), which is not on this map. Not yet cited in PubMed.

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

NCT01420588 completednot on this map

Study of the Exhaled Breath and Salivary Metabolites of Patients With Malignant or Benign Gasctric Lesions

TypeobservationalSponsorAnhui Medical UniversityRan2011 to 2020Enrolled1,000ConditionsStomach Diseases
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Chuyang Bao *Anhui Province Key Laboratory of Measuring Theory and Precision Instruments, School of Instrumental Science and Optoelectronics Engineering, Hefei University of Technology, Hefei, 230009, Anhui Province, People's Republic of China.
Lijuan Xiang *Department of Oncology, Jingzhou central Hospital, Jingzhou, Hubei Province, People's Republic of China.
Adil MurtaztSchool of Physics and Optoelectronic Engineering, Guangdong University of Technology, Guangzhou, 510006, Guangdong Province, People's Republic of China.
Yalei WangDepartment of Digestive Disease, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, People's Republic of China.
Xuefeng HuAnhui Province Key Laboratory of Measuring Theory and Precision Instruments, School of Instrumental Science and Optoelectronics Engineering, Hefei University of Technology, Hefei, 230009, Anhui Province, People's Republic of China.
Shengyi WangDepartment of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, People's Republic of China.
Yali BiAnhui Province Key Laboratory of Measuring Theory and Precision Instruments, School of Instrumental Science and Optoelectronics Engineering, Hefei University of Technology, Hefei, 230009, Anhui Province, People's Republic of China. ylbi@hfut.edu.cn.
Hu LiuDepartment of Medical Oncology, The Third People's Hospital of Shenzhen, The Second Affiliated Hospital of The Southern University of Science and Technology, Shenzhen City, 518112, Guangdong Province, People's Republic of China. drliuhu@126.com.ORCID http://orcid.org/0000-0001-6774-6868
Wei ZhangSchool of Physics and Optoelectronic Engineering, Guangdong University of Technology, Guangzhou, 510006, Guangdong Province, People's Republic of China. zhangw0520@gdut.edu.cn.ORCID http://orcid.org/0000-0003-4310-3045

Funding

National Natural Science Foundation of China 12304319National Natural Science Foundation of China 81472750National Natural Science Foundation of China 82061138004
6 · The paper itself

Abstract

This study employed non-targeted liquid chromatography-mass spectrometry (LC-MS) to investigate the salivary metabolomic profiles of 177 participants, including 147 patients with gastric cancer (GC) and 30 controls with common gastritis. Following rigorous quality control measures, a total of 333 high-confidence metabolites were identified from an initial pool of 368 positive-mode metabolites and 178 negative-mode metabolites. Principal component analysis (PCA) and linear discriminant analysis (LDA) revealed significant differences between the GC and control groups, with stage I GC clearly distinguishable from more advanced stages. Differential metabolite screening was conducted using partial least squares discriminant analysis (PLS-DA) in conjunction with t-tests and fold-change analysis. After controlling for confounding factors such as age, smoking, and alcohol use, 38 salivary metabolites were identified as potential diagnostic markers. Notably, the univariate and multivariate diagnostic models demonstrated excellent discriminative performance in distinguishing GC patients from controls. PLS-DA validated by permutation testing, along with univariate and multivariate ROC analyses, exhibited excellent classification performance based on the 38 salivary metabolites. Metabolic analysis revealed significant downregulation of purines, pyrimidines, amino acids, and carbohydrates in the saliva of GC patients, while sebacic acid and GABA were found to be upregulated. Tyrosine was identified as the most significantly altered metabolite between early and advanced stages of GC. These findings underscore the substantial impact of gastric cancer on the salivary metabolome and suggest the potential of saliva as a promising tool for mass screening of GC.Trial registration DGLES, NCT01420588, Registered 19 August 2011, https://clinicaltrials.gov/ct2/show/NCT01420588 .

Identifiers

PMID41361300
PMCPMC12696939

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Registered trials

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.