Department of Pharmacology and PharmacoGenomics Research Center, Inje University College of Medicine, Busan, Republic of Korea; Center for Personalized Precision Medicine of Tuberculosis, Inje University College of Medicine, Busan, Republic of Korea.
Department of Pharmacology and PharmacoGenomics Research Center, Inje University College of Medicine, Busan, Republic of Korea.
Biomed Pharmacother. 2023 Feb;158:114187. doi: 10.1016/j.biopha.2022.114187. Epub 2023 Jan 3.
In this study, we investigated the lipidome of tuberculosis patients during standard chemotherapy to discover biosignatures that could aid therapeutic monitoring. UPLC-QToF MS was used to analyze 82 baseline and treatment plasma samples of patients with pulmonary tuberculosis. Subsequently, a data-driven and knowledge-based workflow, including robust annotation, statistical analysis, and functional analysis, was applied to assess lipid profiles during treatment. Overall, the lipids species from 17 lipid subclasses were significantly altered by anti-tuberculosis chemotherapy. Cholesterol ester (CE), monoacylglycerols, and phosphatidylcholine (PC) were upregulated, whereas triacylglycerols, sphingomyelin, and ether-linked phosphatidylethanolamines (PE O-) were downregulated. Notably, PCs demonstrated a clear upward expression pattern during tuberculosis treatment. Several lipid species were identified as potential biomarkers for therapeutic monitoring, such as PC(42:6), PE(O-40:5), CE(24:6), and dihexosylceramide Hex2Cer(34:2;2 O). Functional and lipid gene enrichment analysis revealed alterations in pathways related to lipid metabolism and host immune responses. In conclusion, this study provides a foundation for the use of lipids as biomarkers for clinical management of tuberculosis.
在这项研究中,我们调查了结核病患者在标准化疗期间的脂质组,以发现有助于治疗监测的生物标志物。使用 UPLC-QToF MS 分析了 82 例肺结核患者的基线和治疗血浆样本。随后,应用数据驱动和基于知识的工作流程,包括稳健注释、统计分析和功能分析,评估治疗期间的脂质谱。总的来说,17 种脂质亚类的脂质种类通过抗结核化疗发生显著改变。胆固醇酯 (CE)、单酰甘油和磷脂酰胆碱 (PC)上调,而三酰甘油、神经鞘磷脂和醚连接的磷脂酰乙醇胺 (PE O-)下调。值得注意的是,PC 在结核病治疗过程中表现出明显的上调表达模式。几种脂质种类被鉴定为治疗监测的潜在生物标志物,例如 PC(42:6)、PE(O-40:5)、CE(24:6)和二己糖神经酰胺 Hex2Cer(34:2;2 O)。功能和脂质基因富集分析揭示了与脂质代谢和宿主免疫反应相关途径的改变。总之,本研究为将脂质作为结核病临床管理的生物标志物提供了基础。