Understanding the early molecular events driving oral carcinogenesis is vital for diagnosing oral squamous cell carcinoma (OSCC) promptly. While metabolic differences between oral leukoplakia (OLK), OSCC, and healthy oral mucosa have been reported, the metabolic changes distinguishing malignant transformed OLKs (MT-OLK) from non-transformed OLKs (NT-OLK) remain unexplored. Here, we examine the metabolomic profiles of 5 cases of MT-OLK and 15 of NT-OLK to identify key predictive molecules using untargeted high-performance liquid chromatography-mass spectrometry. The potentially discriminant compounds were highlighted through a robust statistical analysis workflow, and the dysregulated metabolic pathways were illustrated by enrichment analysis. Seventeen molecular features, primarily lipids-including phospholipids, oxidised lipids, cholesteryl esters, and fatty acids-were identified as discriminants between MT-OLK and NT-OLK across statistical and bioinformatic approaches. Pathway enrichment analysis revealed alterations in lipid metabolism, particularly fatty acid synthesis and degradation, steroid hormone biosynthesis, and glycerophospholipid metabolism. Predictive models showed high accuracy (AUC = 0.88) in distinguishing the two groups. This study suggests that metabolomics has the potential to differentiate between MT-OLK and NT-OLK by identifying candidate biomarkers that may contribute to the understanding of malignant transformation. Validation in larger cohorts is warranted to translate these findings into clinical practice.
Malignant Transformed and Non-Transformed Oral Leukoplakias Are Metabolically Different.
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作者:Martins-Chaves Roberta Rayra, Bastos Victor Coutinho, Vitório Jéssica Gardone, Duarte-Andrade Filipe Fideles, Pereira ThaÃs Dos Santos Fontes, Leite-Lima Flávia, Gomes ThaÃs Ellen Chaves, Lebron Yuri Abner Rocha, Moreira Victor Rezende, França Monique Sedlmaier, Santos Lucilaine Valéria de Souza, Lange Liséte Celina, Macedo Adriana Nori de, Picossi Carolina RaÃssa Costa, Pontes Hélder Antônio Rebelo, Diniz Marina Gonçalves, Gomes Carolina Cavaliéri, Castro Wagner Henriques de, Canuto Gisele André Baptista, Gomez Ricardo Santiago
| 期刊: | International Journal of Molecular Sciences | 影响因子: | 4.900 |
| 时间: | 2025 | 起止号: | 2025 Feb 20; 26(5):1802 |
| doi: | 10.3390/ijms26051802 | ||
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