女童中枢性性早熟痰湿内蕴证血清代谢组学特征分析

Serum Metabolomic Characterization of Central Precocious Puberty in Girls with Phlegm-Dampness Retention Syndrome

  • 摘要:
    目的 系统分析女童中枢性性早熟(Central precocious puberty,CPP)痰湿内蕴证的血清代谢组学特征,并筛选其区别于阴虚火旺证的差异性代谢标志物,为中医证候客观化诊断提供依据。
    方法 纳入CPP痰湿内蕴证女童(PD组,n=20)、CPP阴虚火旺证女童(YD组,n=24)及健康女童(NC组,n=22)。采用气相色谱-质谱(Gas chromatography-mass spectrometry,GC-MS)技术检测各组血清代谢物,通过正交偏最小二乘判别分析(Orthogonal partial least squares discriminant analysis,OPLS-DA)和单因素方差分析筛选组间差异代谢物,利用MetaboAnalyst 6.0网站进行代谢通路富集,并通过随机森林算法构建诊断模型。
    结果 PD组与NC组鉴定出47种差异性代谢物,YD组与PD组间存在56种差异性代谢物,均包括糖类、脂质、氨基酸及其衍生物,类固醇激素代谢物和神经递质相关物质等。通路富集分析表明关键代谢通路为戊糖磷酸途径、β-丙氨酸代谢通路和谷胱甘肽代谢通路。通过韦恩图进一步筛选出3组之间的4种共有差异代谢物,包括脑啡肽、2-单棕榈酸甘油酯、己二酸、1-茚醇。采用随机森林法绘制4种代谢物组合的受试者工作特征曲线(Receiver operating characteristic curve,ROC)得到PD组与NC组之间的曲线下面积(Area under the curve,AUC)为0.832,YD组与PD组之间的AUC为0.881,提示差异代谢物具有较好的诊断意义。
    结论 本研究筛选出女童CPP痰湿内蕴证4种潜在血清标志物,其通过调节糖脂代谢失衡参与疾病发生,为女童CPP痰湿内蕴证客观化诊断提供了代谢组学证据。

     

    Abstract:
    OBJECTIVE To systematically analyze the serum metabolomic profile of phlegm-dampness retention syndrome (PD) in girls with central precocious puberty (CPP) and screen differential metabolites distinguishing it from yin-deficiency fire-hyperactivity syndrome (YD), providing evidence for objective diagnosis of traditional Chinese medicine (TCM) syndromes.
    METHODS Participants included CPP girls with PD (PD group, n=20), CPP girls with YD (YD group, n=24), and healthy girls (NC group, n=22). Serum metabolites were detected by gas chromatography-mass spectrometry (GC-MS). Differential metabolites were screened via orthogonal partial least squares-discriminant analysis (OPLS-DA) and one-way ANOVA. Metabolic pathway enrichment was performed using MetaboAnalyst 6.0, and diagnostic models were constructed via random forest algorithm.
    RESULTS Comparative metabolomic analysis revealed 47 differential metabolites between the PD and NC groups, and 56 differential metabolites between YD and PD groups, encompassing carbohydrates, lipids, amino acids and their derivatives, steroid hormone metabolites, and neurotransmitter-related compounds. Pathway enrichment analysis identified three key dysregulated metabolic pathways, including the pentose phosphate pathway, β-alanine metabolism, and glutathione metabolism. Venn diagram analysis further pinpointed four overlapping differential metabolites across all three groups, which included enkephalin, 2-monopalmitin, adipic acid, and 1-indanol. Further random forest analysis was employed to plot receiver operating characteristic (ROC) curves for the combination of these four metabolites. The calculated area under the curve (AUC) values were 0.832 between PD and NC groups, and 0.881 between YD and PD groups, suggesting promising diagnostic potential.
    CONCLUSION This study identifies four potential serum biomarkers for phlegm-dampness syndrome in girls with CPP. These metabolites participate in the disease pathogenesis by modulating glucose-lipid metabolic imbalance, providing metabolomic evidence for the characterization of phlegm-dampness syndrome in CPP.

     

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