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论著·临床研究 | 更新时间:2025-08-13
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基于液相色谱⁃质谱分析西北燥证相关2型糖尿病血清代谢组学特征
Serum metabolomics characteristics of Northwest dryness syndrome⁃associated type 2 diabetes mellitus based on liquid chromatography⁃mass spectrometry analysis

广西医学 页码:974-982

作者机构:项玉,硕士,住院医师,研究方向为中医药治疗肝胆脾胃病。

基金信息:省部共建中亚高发病成因与防治国家重点实验室开放课题项目(SKL⁃HIDCA⁃2021⁃ZY7)

DOI:10.11675/j.issn.0253⁃4304.2025.07.10

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目的 基于液相色谱⁃质谱分析探讨西北燥证相关2型糖尿病(T2DM)血清代谢组学特征。方法 选取25例西北燥证相关T2DM患者(ND⁃T2DM组)及25例单纯T2DM患者(T2DM组)作为研究对象,并另招募25名健康志愿者作为健康组。采用超高效液相色谱⁃质谱联合代谢组学技术及正交偏最小二乘判别分析(OPLS⁃DA)筛选西北燥证相关T2DM患者的差异代谢产物,并对筛选出的标志物进行京都基因与基因组百科全书(KEGG)、HMDB等数据库注释,获得差异代谢物富集的生物学通路。结果 OPLS⁃DA结果显示,正负离子模式下ND⁃T2DM组与T2DM组,ND⁃T2DM组与健康组,T2DM组与健康组研究对象样本分离良好,组间差异明显。模型的可解释性、可预测性良好,模型稳定可靠。正离子模式下筛选出31种代谢产物,其中23种为上调代谢产物,8种为下调代谢产物;负离子模式下筛选出5种代谢产物,其中2种为上调代谢产物,3种为下调代谢产物;KEGG富集分析主要涉及精氨酸和脯氨酸代谢、丙氨酸、天门冬氨酸和谷氨酸代谢通路。结论 与单纯T2DM患者相比,罹患西北燥证的T2DM患者肌酸、谷氨酸、(S)⁃1⁃吡咯啉⁃5⁃羧酸等代谢产物水平上调,丙氨酸、天冬氨酸、谷氨酸、精氨酸和脯氨酸代谢通路上调。

Objective To explore the serum metabolomics characteristics of Northwest dryness syndrome⁃associated type 2 diabetes mellitus (T2DM) based on liquid chromatography⁃mass spectrometry analysis. Methods  Twenty⁃five patients with Northwest dryness syndrome⁃associated T2DM (ND⁃T2DM group) and 25 patients with simple T2DM (T2DM group) were selected as the research subjects. Additionally, 25 healthy individuals were recruited as healthy group. The ultra⁃high performance liquid chromatography⁃mass spectrometry combined with metabolomics technology and orthogonal partial least squares discriminant analysis (OPLS⁃DA) were employed to screen differential metabolites in patients with Northwest dryness syndrome⁃associated T2DM. The identified biomarkers were further annotated using the Kyoto Encyclopedia of Genes and Genomes (KEGG), HMDB, and other databases to determine the biologically enriched pathways of these differential metabolites. Results The OPLS⁃DA results demonstrated clear separation and significant intergroup differences in both positive and negative ion modes among the following comparisons: ND⁃T2DM group vs. T2DM group, ND⁃T2DM group vs. healthy group, T2DM group vs. healthy group. The models exhibited good interpretability, predictability, and stability and reliability. Positive ion mode identified 31 metabolites (23 up⁃regulated, 8 down⁃regulated), whereas negative ion mode identified 5 metabolites (2 up⁃regulated, 3 down⁃regulated). KEGG enrichment analysis revealed that these metabolites were primarily involved in the following metabolic pathways: arginine and proline metabolism, alanine, aspartate, and glutamate metabolism. Conclusion Compared to patients with T2DM alone, those with Northwest dryness syndrome⁃associated T2DM exhibit up⁃regulated levels of the following metabolites: creatine, glutamic acid, (S)⁃1⁃pyrroline⁃5⁃carboxylic acid, etc. Additionally, metabolic pathways including alanine, aspartate, glutamate, arginine, and proline are also up⁃regulated.  

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