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应用基于气相色谱-质谱联用的血清代谢组学分析来表征糖尿病足坏疽的两种中医亚型。

Applying GC-MS based serum metabolomic profiling to characterize two traditional Chinese medicine subtypes of diabetic foot gangrene.

作者信息

Feng Jiawei, Wang Yuqing, Xiang Shengmin, Luo Yun, Xu Yongcheng, Wang Yuzhen, Cao Yemin, Zhou Mingmei, Zhao Cheng

机构信息

Shanghai Traditional Chinese Medicine Integrated Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China.

Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China.

出版信息

Front Mol Biosci. 2024 Apr 25;11:1384307. doi: 10.3389/fmolb.2024.1384307. eCollection 2024.

Abstract

Traditional Chinese medicine (TCM) has a long history and particular advantages in the diagnosis and treatment of diabetic foot gangrene (DFG). Patients with DFG are mainly divided into two subtypes, tendon lesion with edema (GT) and ischemic lesion without edema (GI), which are suitable for different medical strategies. Metabolomics has special significance in unravelling the complexities of multifactorial and multisystemic disorders. This study acquired the serum metabolomic profiles of two traditional Chinese medicine subtypes of DFG to explore potential molecular evidence for subtype characterization, which may contribute to the personalized treatment of DFG. A total of 70 participants were recruited, including 20 with DM and 50 with DFG (20 with GI and 30 with GT). Conventional gas chromatography-mass spectrometry (GC-MS) followed by orthogonal partial least-squares discriminant analysis (OPLS-DA) were used as untargeted metabolomics approaches to explore the serum metabolomic profiles. Kyoto encyclopedia of genes and genomes (KEGG) and MetaboAnalyst were used to identify the related metabolic pathways. Compared with DM patients, the levels of 14 metabolites were altered in the DFG group, which were also belonged to the differential metabolites of GI (13) and GT (7) subtypes, respectively. Among these, urea, α-D-mannose, cadaverine, glutamine, L-asparagine, D-gluconic acid, and indole could be regarded as specific potential metabolic markers for GI, as well as L-leucine for GT. In the GI subtype, D-gluconic acid and L-asparagine are positively correlated with activated partial thromboplastin time (APTT) and fibrinogen (FIB). In the GT subtype, L-leucine is positively correlated with the inflammatory marker C-reactive protein (CRP). Arginine and proline metabolism, glycine, serine and threonine metabolism, phenylalanine, tyrosine and tryptophan biosynthesis are the most important metabolic pathways associated with GI. The main metabolic pathways related to GT include pyrimidine metabolism, glutathione metabolism, biosynthesis of valine, leucine, and isoleucine, as well as valine, serine, and isoleucine with metabolites. The results of this study indicate that patients with different DFG subtypes have distinct metabolic profiles, which reflect the pathological characteristics of each subtype respectively. These findings will help us explore therapeutic targets for DFG and develop precise treatment strategies.

摘要

中医在糖尿病足坏疽(DFG)的诊断和治疗方面有着悠久的历史和独特的优势。DFG患者主要分为两种亚型,即伴有水肿的肌腱病变(GT)型和无水肿的缺血性病变(GI)型,针对这两种亚型适用不同的治疗策略。代谢组学对于揭示多因素和多系统疾病的复杂性具有特殊意义。本研究获取了DFG两种中医亚型的血清代谢组学图谱,以探索亚型特征的潜在分子证据,这可能有助于DFG的个性化治疗。共招募了70名参与者,包括20名糖尿病患者和50名DFG患者(20名GI型和30名GT型)。采用常规气相色谱 - 质谱联用(GC - MS)并结合正交偏最小二乘法判别分析(OPLS - DA)作为非靶向代谢组学方法来探索血清代谢组学图谱。利用京都基因与基因组百科全书(KEGG)和MetaboAnalyst来识别相关代谢途径。与糖尿病患者相比,DFG组中有14种代谢物水平发生了改变,这些代谢物也分别属于GI型(13种)和GT型(7种)亚型的差异代谢物。其中,尿素、α - D - 甘露糖、尸胺、谷氨酰胺、L - 天冬酰胺、D - 葡萄糖酸和吲哚可被视为GI型的特定潜在代谢标志物,L - 亮氨酸则为GT型的特定潜在代谢标志物。在GI亚型中,D - 葡萄糖酸和L - 天冬酰胺与活化部分凝血活酶时间(APTT)和纤维蛋白原(FIB)呈正相关。在GT亚型中,L - 亮氨酸与炎症标志物C反应蛋白(CRP)呈正相关。精氨酸和脯氨酸代谢、甘氨酸、丝氨酸和苏氨酸代谢、苯丙氨酸、酪氨酸和色氨酸生物合成是与GI型相关的最重要代谢途径。与GT型相关的主要代谢途径包括嘧啶代谢、谷胱甘肽代谢、缬氨酸、亮氨酸和异亮氨酸的生物合成,以及缬氨酸、丝氨酸和异亮氨酸及其代谢产物。本研究结果表明,不同DFG亚型的患者具有不同的代谢谱,分别反映了各亚型的病理特征。这些发现将有助于我们探索DFG的治疗靶点并制定精准的治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f8bd/11079259/283ba2795ecc/fmolb-11-1384307-g001.jpg

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