Evidence mapPaperPMID 42074019Full record

ArticleInternational journal of molecular sciences2026

Metabolomic Profiling of Tongue Coating Reveals Potential Molecular Features Linked to Type 2 Diabetes Progression.

Po-Chi Hsu, Pei-Yung Liao, Tse-Yen Yang, Hen-Hong Chang, John Y Chiang, Yu-Chuen Huang, Lun-Chien Lo, Der-Yen Lee

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Article in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Po-Chi HsuSchool of Chinese Medicine, China Medical University, Taichung 404328, Taiwan.
Pei-Yung LiaoGraduate Institute of Chinese Medicine, China Medical University, Taichung 404328, Taiwan.ORCID 0000-0001-5377-0138
Tse-Yen YangMolecular and Genomic Epidemiology Center, Department of Medical Research, China Medical University Hospital, Taichung 404332, Taiwan.
Hen-Hong ChangDepartment of Chinese Medicine, China Medical University Hospital, Taichung 404332, Taiwan.ORCID 0000-0002-7840-1504
John Y ChiangDepartment of Computer Science and Engineering, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan.ORCID 0000-0002-8719-4017
Yu-Chuen HuangSchool of Chinese Medicine, China Medical University, Taichung 404328, Taiwan.
Lun-Chien LoSchool of Chinese Medicine, China Medical University, Taichung 404328, Taiwan.
Der-Yen LeeGraduate Institute of Integrated Medicine, China Medical University, Taichung 404328, Taiwan.

Funding

China Medical University CMU111-S-37China Medical University CMU111-S-42China Medical University CMU112-S-03China Medical University CMU112-S-25China Medical University CMU113-S-55China Medical University Hospital, Taiwan DMR-111-197China Medical University Hospital, Taiwan DMR-112-003China Medical University Hospital, Taiwan DMR-113-004China Medical University Hospital, Taiwan DMR-113-159China Medical University Hospital, Taiwan DMR-HHC-112-10National Science and Technology Council, Taiwan NSTC112-2320-B-039-043National Science and Technology Council, Taiwan NSTC113-2320-B-039-046National Science and Technology Council, Taiwan NSTC114-2113-M-039-001
6 · The paper itself

Abstract

Diagnosis and monitoring of type 2 diabetes mellitus (T2DM) typically rely on invasive blood-based biomarkers. To explore non-invasive alternatives, this study examined tongue coating metabolites to identify metabolic signatures linked to diabetes progression. A case-control observational study categorized participants into control, prediabetes, and diabetes groups. Tongue coating samples were analyzed using liquid chromatography-mass spectrometry (LC-MS). Differential metabolites were correlated with clinical parameters, including HbA1c, BMI, and eGFR. Distinct metabolic profiles emerged across groups, with significant differences in five endogenous metabolites (phenylpyruvic acid, propionylcarnitine, pyridoxal 5'-phosphate, phenethylamine, phenethylamine glucuronide) and four amino acids (isoleucine, lysine, phenylalanine, tyrosine). Diabetic subjects showed elevated phenylpyruvic acid and phenethylamine, while propionylcarnitine, pyridoxal 5'-phosphate, and phenethylamine glucuronide were reduced. Phenethylamine was positively correlated with HbA1c; propionylcarnitine and phenethylamine glucuronide showed negative correlations with HbA1c and BMI. Detected total amino acids were inversely correlated with eGFR. Additionally, a diabetes index derived from these metabolic features also holds potential for discriminating disease states. These findings underscore the potential of tongue coating metabolites as a relatively non-invasive approach for evaluating T2DM states. The observed metabolic alterations provide valuable insights into diabetes-associated dysregulation, including protein glycation, obesity-related metabolic shifts, and renal impairment.

Indexed as

Diabetes Mellitus, Type 2MetabolomeMetabolomicsTongueAmino AcidsBiomarkersCase-Control StudiesDisease ProgressionFemaleGlycated HemoglobinHumansMaleMiddle AgedAmino AcidsBiomarkersGlycated Hemoglobinbiomarkersdiabetes-associated dysregulationdiabetes diagnosismass spectrometrymetabolomicstongue coating

Identifiers

PMID42074019
PMCPMC13116826

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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 Socratic graph.