School of Traditional Chinese Materia Medica, Tianjin University of Traditional Chinese Medicine, Jian Kang Chan Ye Yuan, Jinghai Dist., 301617, Tianjin, People's Republic of China.
Tianjin Nankai Hospital of Traditional Chinese Medicine, 28 Guangkaixin Street, Nankai District, 300102, Tianjin, People's Republic of China.
Metabolomics. 2022 May 20;18(6):32. doi: 10.1007/s11306-022-01879-7.
As the most common chronic complication of diabetes mellitus (DM), diabetic peripheral neuropathy (DPN) seriously affects the quality of life of DM patients. So, it is of great significance for the diagnosis and treatment of DPN. In recent years, there have been numerous studies on pathogenesis and biomarkers of DM, but there are few studies on the biomarkers of DPN.
This research is intended to identify abnormal metabolic pathways, search for potential biomarkers of DPN, and provide a metabolic basis for the diagnosis and mechanism of DPN.
Serum samples from 23 healthy controls (HC), 42 DM patients and 30 DPN patients and urine samples from 42 HC, 40 DM patients, and 30 DPN patients were collected. UPLC-Q-TOF/MS was used to analyze the samples. Potential biomarkers were screened from principal component analysis (PCA) to orthogonal partial least squares discriminant analysis (OPLS-DA) and further evaluated by receiver operating characteristic analysis (ROC). The biomarkers were then enriched and pathway analyzed.
12 potential DPN biomarkers were identified from patient's serum. 11 potential DPN biomarkers were identified from the patient's urine. Among them, the diagnostic ability of gluconic acid, lipoic acid, sphinganine, bilirubin, sphingosine and 4-hydroxybenzoic acid was increased by ROC analysis. Potential biomarkers suggest that the disorder of DPN metabolism may be linked to sphingolipid metabolism.
This research laid a theoretical foundation for the diagnosis and pathogenesis of DPN.
作为糖尿病(DM)最常见的慢性并发症,糖尿病周围神经病变(DPN)严重影响 DM 患者的生活质量。因此,对 DPN 的诊断和治疗具有重要意义。近年来,对 DM 的发病机制和生物标志物进行了大量研究,但对 DPN 的生物标志物研究较少。
本研究旨在鉴定异常代谢途径,寻找 DPN 的潜在生物标志物,为 DPN 的诊断和发病机制提供代谢基础。
收集 23 例健康对照(HC)、42 例 DM 患者和 30 例 DPN 患者的血清样本,以及 42 例 HC、40 例 DM 患者和 30 例 DPN 患者的尿液样本。采用 UPLC-Q-TOF/MS 对样本进行分析。从主成分分析(PCA)到正交偏最小二乘判别分析(OPLS-DA)筛选潜在生物标志物,并进一步通过接受者操作特征分析(ROC)进行评估。然后对生物标志物进行富集和途径分析。
从患者血清中鉴定出 12 种潜在的 DPN 生物标志物。从患者尿液中鉴定出 11 种潜在的 DPN 生物标志物。其中,通过 ROC 分析,葡萄糖酸、硫辛酸、神经酰胺、胆红素、鞘氨醇和 4-羟基苯甲酸的诊断能力有所提高。潜在生物标志物表明 DPN 代谢紊乱可能与鞘脂代谢有关。
本研究为 DPN 的诊断和发病机制奠定了理论基础。