Potential Metabolic Markers in the Tongue Coating of Chronic Gastritis Patients for Distinguishing Between Cold Dampness Pattern and Damp Heat Pattern in Traditional Chinese Medicine Diagnosis
Shaojie Yuan,1 Renling Zhang,2 Zhujing Zhu,2 Xuan Zhou,1 Hairun Zhang,1 Xinwei Li,1 Yiming Hao1 1Shanghai Key Laboratory of Health Identification and Assessment/Laboratory of TCM Four Diagnostic Information, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, People’s Republic of...
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Dove Medical Press
2025-07-01
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| author | Yuan S Zhang R Zhu Z Zhou X Zhang H Li X Hao Y |
| author_facet | Yuan S Zhang R Zhu Z Zhou X Zhang H Li X Hao Y |
| author_sort | Yuan S |
| collection | DOAJ |
| description | Shaojie Yuan,1 Renling Zhang,2 Zhujing Zhu,2 Xuan Zhou,1 Hairun Zhang,1 Xinwei Li,1 Yiming Hao1 1Shanghai Key Laboratory of Health Identification and Assessment/Laboratory of TCM Four Diagnostic Information, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, People’s Republic of China; 2Longhua Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, People’s Republic of ChinaCorrespondence: Yiming Hao, Email hymjj888@163.comBackground: Dampness pattern, a prevalent traditional Chinese medicine (TCM) pattern in chronic gastritis (CG), includes cold dampness (CD) and damp heat (DH) patterns. Tongue coating differences are key diagnostic markers, yet molecular-level analyses are lacking. We applied metabolomics to identify differential metabolites distinguishing these patterns.Methods: In this study, the first principal component was analyzed by the OPLS-DA model. The model quality was evaluated by 7-fold cross-validation, and the model validity was evaluated based on R²Y (interpretability of categorical variable Y) and Q² (predictability of the model), and the permutation test was used for further verification. Strict criteria were used for differential metabolite screening. The Euclidean distance matrix of the quantitative values of differential metabolites was calculated, and cluster analysis was performed using the complete linkage method. All pathways mapped by human differential metabolites were retrieved through the KEGG (Kyoto Encyclopedia of Genes and Genomes) Pathway database, and key pathways were screened out by combining enrichment and topological analysis. The spearman algorithm was used to calculate the correlation coefficient and P value matrix. Finally, the effect of the binary classifier was evaluated by drawing the receiver operating characteristic curve (ROC curve) and calculating the area under the curve (AUC), and the combination with the highest AUC was selected as the optimal diagnostic model.Results: Twenty significant differential metabolites emerged (P< 0.05). Pathway analysis highlighted three key pathways, notably glycerophospholipid metabolism involving phosphatidylethanolamine. Phenol-based models showed optimal diagnostic performance (highest AUC).Conclusion: Metabolite profiles significantly differed between CD and DH. Glycerophospholipid metabolism was central, with phosphatidylethanolamine as a key metabolite. Phenol requires further validation as a diagnostic biomarker. These findings advance quantitative diagnosis and mechanistic insights into TCM dampness syndrome in CG.Keywords: metabolomics, tongue coating, chronic gastritis, GC-TOF-MS and UHPLC-QE-MS, diagnostic biomarker |
| format | Article |
| id | doaj-art-5bbb0ab169cc4d56a2c77f3e368343f6 |
| institution | Kabale University |
| issn | 1178-7031 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | Dove Medical Press |
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| series | Journal of Inflammation Research |
| spelling | doaj-art-5bbb0ab169cc4d56a2c77f3e368343f62025-08-20T03:55:53ZengDove Medical PressJournal of Inflammation Research1178-70312025-07-01Volume 18Issue 197179734105070Potential Metabolic Markers in the Tongue Coating of Chronic Gastritis Patients for Distinguishing Between Cold Dampness Pattern and Damp Heat Pattern in Traditional Chinese Medicine DiagnosisYuan S0Zhang RZhu ZZhou X1Zhang H2Li X3Hao Y4Shanghai Key Laboratory of Health Identification and Assessment/Laboratory of TCM Four Diagnostic InformationShanghai Key Laboratory of Health Identification and Assessment/Laboratory of TCM Four Diagnostic InformationShanghai Key Laboratory of Health Identification and Assessment/Laboratory of TCM Four Diagnostic InformationShanghai Key Laboratory of Health Identification and Assessment/Laboratory of TCM Four Diagnostic InformationShanghai Key Laboratory of Health Identification and Assessment/Laboratory of TCM Four Diagnostic InformationShaojie Yuan,1 Renling Zhang,2 Zhujing Zhu,2 Xuan Zhou,1 Hairun Zhang,1 Xinwei Li,1 Yiming Hao1 1Shanghai Key Laboratory of Health Identification and Assessment/Laboratory of TCM Four Diagnostic Information, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, People’s Republic of China; 2Longhua Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, People’s Republic of ChinaCorrespondence: Yiming Hao, Email hymjj888@163.comBackground: Dampness pattern, a prevalent traditional Chinese medicine (TCM) pattern in chronic gastritis (CG), includes cold dampness (CD) and damp heat (DH) patterns. Tongue coating differences are key diagnostic markers, yet molecular-level analyses are lacking. We applied metabolomics to identify differential metabolites distinguishing these patterns.Methods: In this study, the first principal component was analyzed by the OPLS-DA model. The model quality was evaluated by 7-fold cross-validation, and the model validity was evaluated based on R²Y (interpretability of categorical variable Y) and Q² (predictability of the model), and the permutation test was used for further verification. Strict criteria were used for differential metabolite screening. The Euclidean distance matrix of the quantitative values of differential metabolites was calculated, and cluster analysis was performed using the complete linkage method. All pathways mapped by human differential metabolites were retrieved through the KEGG (Kyoto Encyclopedia of Genes and Genomes) Pathway database, and key pathways were screened out by combining enrichment and topological analysis. The spearman algorithm was used to calculate the correlation coefficient and P value matrix. Finally, the effect of the binary classifier was evaluated by drawing the receiver operating characteristic curve (ROC curve) and calculating the area under the curve (AUC), and the combination with the highest AUC was selected as the optimal diagnostic model.Results: Twenty significant differential metabolites emerged (P< 0.05). Pathway analysis highlighted three key pathways, notably glycerophospholipid metabolism involving phosphatidylethanolamine. Phenol-based models showed optimal diagnostic performance (highest AUC).Conclusion: Metabolite profiles significantly differed between CD and DH. Glycerophospholipid metabolism was central, with phosphatidylethanolamine as a key metabolite. Phenol requires further validation as a diagnostic biomarker. These findings advance quantitative diagnosis and mechanistic insights into TCM dampness syndrome in CG.Keywords: metabolomics, tongue coating, chronic gastritis, GC-TOF-MS and UHPLC-QE-MS, diagnostic biomarkerhttps://www.dovepress.com/potential-metabolic-markers-in-the-tongue-coating-of-chronic-gastritis-peer-reviewed-fulltext-article-JIRmetabolomicstongue coatingchronic gastritisGC-TOF-MS and UHPLC-QE-MSdiagnostic biomarker |
| spellingShingle | Yuan S Zhang R Zhu Z Zhou X Zhang H Li X Hao Y Potential Metabolic Markers in the Tongue Coating of Chronic Gastritis Patients for Distinguishing Between Cold Dampness Pattern and Damp Heat Pattern in Traditional Chinese Medicine Diagnosis Journal of Inflammation Research metabolomics tongue coating chronic gastritis GC-TOF-MS and UHPLC-QE-MS diagnostic biomarker |
| title | Potential Metabolic Markers in the Tongue Coating of Chronic Gastritis Patients for Distinguishing Between Cold Dampness Pattern and Damp Heat Pattern in Traditional Chinese Medicine Diagnosis |
| title_full | Potential Metabolic Markers in the Tongue Coating of Chronic Gastritis Patients for Distinguishing Between Cold Dampness Pattern and Damp Heat Pattern in Traditional Chinese Medicine Diagnosis |
| title_fullStr | Potential Metabolic Markers in the Tongue Coating of Chronic Gastritis Patients for Distinguishing Between Cold Dampness Pattern and Damp Heat Pattern in Traditional Chinese Medicine Diagnosis |
| title_full_unstemmed | Potential Metabolic Markers in the Tongue Coating of Chronic Gastritis Patients for Distinguishing Between Cold Dampness Pattern and Damp Heat Pattern in Traditional Chinese Medicine Diagnosis |
| title_short | Potential Metabolic Markers in the Tongue Coating of Chronic Gastritis Patients for Distinguishing Between Cold Dampness Pattern and Damp Heat Pattern in Traditional Chinese Medicine Diagnosis |
| title_sort | potential metabolic markers in the tongue coating of chronic gastritis patients for distinguishing between cold dampness pattern and damp heat pattern in traditional chinese medicine diagnosis |
| topic | metabolomics tongue coating chronic gastritis GC-TOF-MS and UHPLC-QE-MS diagnostic biomarker |
| url | https://www.dovepress.com/potential-metabolic-markers-in-the-tongue-coating-of-chronic-gastritis-peer-reviewed-fulltext-article-JIR |
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