1H NMR-based metabolomic study of metabolic profiling for the urine of kidney stone patients

被引:27
|
作者
Duan, Xiaolu [1 ,2 ]
Zhang, Tao [1 ,2 ]
Ou, Lili [1 ,2 ]
Kong, Zhenzhen [1 ,2 ]
Wu, Wenqi [1 ,2 ]
Zeng, Guohua [1 ,2 ]
机构
[1] Guangzhou Med Univ, Affiliated Hosp 1, Minimally Invas Surg Ctr, Dept Urol, Kangda Rd 1, Guangzhou 510230, Guangdong, Peoples R China
[2] Guangzhou Inst Urol, Guangdong Key Lab Urol, Guangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Kidney stone; Metabolomics; Urine; NMR; Pattern recognition; CALCIUM-OXALATE; OXALOBACTER-FORMIGENES; OXIDATIVE STRESS; TOXICITY; INJURY; IDENTIFICATION; METABONOMICS; DOXORUBICIN; PREVENTION; DIAGNOSIS;
D O I
10.1007/s00240-019-01132-2
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Kidney stone is a chronic metabolic disease that caused by many factors, especially by the metabolic disturbances of urine compositions, but the metabolic profiling of the urine from kidney stone patients remains poorly explored. In the present study, H-1 NMR spectroscopy and multivariate pattern recognition analytical techniques were combined to explore the metabolic profiling of the urine from kidney stone patients. A total of 216 urine samples obtained from kidney stone patients (n=110) and healthy controls (n=106) were investigated. The results indicated that principal component analysis (PCA) and partial least-squares discriminant analysis (PLS-DA) models were capable of distinguishing kidney stone patients from healthy controls. In addition, a total of 15 metabolites was obviously different in concentration between the two groups. Furthermore, four metabolic pathways, including glyoxylate and dicarboxylate metabolism, glycine, serine and threonine metabolism, phenylalanine metabolism and citrate cycle (TCA cycle), were closely associated with kidney stone. Together, our results established a preliminary metabolic profiling of the urine from kidney stone patients via using H-1 NMR-based analytical techniques for the first time and provided a novel method for recognizing and observing the kidney stone disease.
引用
收藏
页码:27 / 35
页数:9
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