Metabolomics Reveals Hyperlipidemic Biomarkers and Antihyperlipidemic Effect of Poria cocos

被引:16
作者
Chen, Hua [1 ]
Chen, Lin [1 ]
Tang, Dan-Dan [1 ]
Chen, Dan-Qian [1 ]
Miao, Hua [1 ]
Zhao, Ying-Yong [1 ,2 ]
Ma, Shuang-Cheng [3 ]
机构
[1] Northwest Univ, Coll Life Sci, Key Lab Resource Biol & Biotechnol Western China, Minist Educ, 229 Taibai North Rd, Xian 710069, Shaanxi, Peoples R China
[2] Univ Calif Irvine, Sch Med, Div Nephrol & Hypertens, Med Sci 1, C352,UCI Campus, Irvine, CA 92897 USA
[3] State Food & Drug Adm, Natl Inst Food & Drug Control, 2 Tiantan Xili, Beijing 100050, Peoples R China
基金
中国国家自然科学基金;
关键词
Hyperlipidemia; Poria cocos; metabolomics; biomarker; ultra-performance liquid chromatography; high definition mass spectrometry;
D O I
10.2174/2213235X04999160603155430
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Hyperlipidemia has been highlighted to be one of the most prominent global health threats. Poria cocos (PC), a well-known traditional Chinese medicine, is used for treating hyperlipidemia in China. To evaluate its therapeutic function on hyperlipidemia, urinary metabolomics was performed. Method: Diet-induced hyperlipidemic rat model was produced by high fat food, and then the ethanol extract of PC (250 mg/kg) was used to treat hyperlipidemic rats for 6 weeks. Urine samples were analysed using ultra performance liquid chromatography-high definition mass spectrometry coupled with partial least squares-discriminant analysis. Box plots, fold changes, one-way analysis of variance, Mann-Whitney U-test, false discovery rate correction, heatmap display and receiver operating characteristic analysis were employed for further analysis of the identified metabolites. Additionally, visualization of metabolic pathways was conducted by ingenuity pathway analysis and Metscape. Results: Eighteen metabolites were identified including propionylcarnitine, arginine, trimethyltridecanoic acid, methylhippuric acid, aminoadipic acid, citric acid, etc. The metabolites arginine, aminoadipic acid and citric acid were screened as significant biomarkers by various statistical analysis and receiver operating characteristic curves. The results of quantitative enrichment analysis algorithm and cytoscape indicated that thirty-eight metabolic pathways were perturbed by diet-induced hyperlipidemia. The abnormal levels of these metabolites in model group indicated diet-induced hyperlipidemia mainly disturbed amino acid metabolism, tricarboxylic acid cycle, fatty acid metabolism and nucleic acid metabolism. However, PC partially ameliorated these abnormal metabolisms. Conclusion: PC positively regulated the perturbed metabolisms induced by hyperlipidemia and metabolomics was proven to be suitable for characterizing antihyperlipidemic effect of PC.
引用
收藏
页码:104 / 115
页数:12
相关论文
共 50 条
[1]   Citric Acid Cycle and Role of its Intermediates in Metabolism [J].
Akram, Muhammad .
CELL BIOCHEMISTRY AND BIOPHYSICS, 2014, 68 (03) :475-478
[2]   URINARY ORGANIC-ACID EXCRETION DURING FEEDING OF MEDIUM-CHAIN OR LONG-CHAIN TRIGLYCERIDE DIETS IN PATIENTS WITH NON-INSULIN-DEPENDENT DIABETES-MELLITUS [J].
BRASS, EP ;
TSERNG, KY ;
ECKEL, RH .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 1990, 52 (05) :923-926
[3]   Prevalence of atherogenic dyslipidemia: Association with risk factors and cardiovascular risk in Spanish working population. "ICARIA" study [J].
Cabrera, M. ;
Sanchez-Chaparro, M. A. ;
Valdivielso, P. ;
Quevedo-Aguado, L. ;
Catalina-Romero, C. ;
Fernandez-Labandera, C. ;
Ruiz-Moraga, M. ;
Gonzalez-Santos, P. ;
Calvo-Bonacho, E. .
ATHEROSCLEROSIS, 2014, 235 (02) :562-569
[4]  
Chen H, 2015, ANAL METHODS-UK, V7, P3113, DOI [10.1039/c5ay00023h, 10.1039/C5AY00023H]
[5]   Metabolomics in Dyslipidemia [J].
Chen, Hua ;
Miao, Hua ;
Feng, Ya-Long ;
Zhao, Ying-Yong ;
Lin, Rui-Chao .
ADVANCES IN CLINICAL CHEMISTRY, VOL 66, 2014, 66 :101-119
[6]  
Covas MI, 2003, DRUG EXP CLIN RES, V29, P203
[7]  
Covas MI, 2000, INT J CLIN PHARM RES, V20, P49
[8]   Effect of the traditional Chinese medicine tongxinluo on endothelial dysfunction rats studied by using urinary metabonomics based on liquid chromatography-mass spectrometry [J].
Dai, Weidong ;
Wei, Cong ;
Kong, Hongwei ;
Jia, Zhenhua ;
Han, Jianke ;
Zhang, Fengxia ;
Wu, Zeming ;
Gu, Yan ;
Chen, Shili ;
Gu, Qun ;
Lu, Xin ;
Wu, Yiling ;
Xu, Guowang .
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2011, 56 (01) :86-92
[9]   Gas Chromatography-Mass Spectrometry Based Metabolic Profiling of Onion Varieties of India [J].
Das, Sukriti ;
Das, Susmita ;
Bhattacharya, Plaban ;
Saha, Achintya ;
De, Bratati .
CURRENT METABOLOMICS, 2015, 3 (01) :32-41
[10]   Arginase: A critical regulator of nitric oxide synthesis and vascular function [J].
Durante, William ;
Johnson, Fruzsina K. ;
Johnson, Robert A. .
CLINICAL AND EXPERIMENTAL PHARMACOLOGY AND PHYSIOLOGY, 2007, 34 (09) :906-911