Based on urine metabolomics to study the mechanism of Qi-deficiency affecting type 2 diabetes rats using ultra-high-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry

被引:10
作者
Gao, Yang [1 ]
Wu, Yi [1 ]
Liu, Zhiqiang [2 ,3 ]
Fu, Jun [1 ]
Zhang, Yuying [1 ]
Wu, Jiajie [1 ]
Liu, Shu [2 ,3 ]
Song, Fengrui [2 ,3 ]
Liu, Zhongying [1 ]
机构
[1] Jilin Univ, Sch Pharmaceut Sci, Changchun 130021, Peoples R China
[2] Chinese Acad Sci, Natl Ctr Mass Spectrometry Changchun, Changchun 130022, Peoples R China
[3] Chinese Acad Sci, Changchun Inst Appl Chem, Jilin Prov Key Lab Chinese Med Chem & Mass Spectr, Changchun 130022, Peoples R China
来源
JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES | 2021年 / 1179卷
基金
中国国家自然科学基金;
关键词
Qi-deficiency; Diabetes; Urine metabolomics; UPLC-Q-TOF; MS; PATHWAY; METABONOMICS; ACID; MS;
D O I
10.1016/j.jchromb.2021.122850
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Qi-deficiency also called energy deficiency, which approximates to the term of sub-health in contemporary medical theory. Diabetes is similar to the symptoms of "xiaoke" in traditional Chinese medicine (TCM) which is linked with Qi-deficiency. However, the mechanism of Qi-deficiency on type 2 diabetes (T2D) has not been completely elucidated. In this study, a model on Qi-deficiency T2D rat was established by using diet with high fat and high sugar and small-dose STZ induction combined with exhaustive swimming, and the model was evaluated by pathological section, hematological index and serum biochemical parameters. Applying urine metabolomics based on ultra-high-performance liquid chromatography coupled with quadrupole time-of-flight mass spec-trometry to explore the underlying molecular mechanism of Qi-deficiency on T2D and 32 urinary metabolites were identified as prospective biomarkers for Qi-deficiency T2D rats. Metabolic pathway analysis indicated that synthesis and degradation of ketone bodies, starch and sucrose metabolism, phenylalanine metabolism, arach-idonic acid metabolism, butanoate metabolism and TCA cycle, etc., were closely related to potential mechanisms of Qi-deficiency on T2D. The metabolomics results can provide reliable data support for complex TCM syndrome diagnosis.
引用
收藏
页数:11
相关论文
共 48 条
[1]   Triggering and augmentation mechanisms, granule pools, and biphasic insulin secretion [J].
Bratanova-Tochkova, TK ;
Cheng, HY ;
Daniel, S ;
Gunawardana, S ;
Liu, YJ ;
Mulvaney-Musa, J ;
Schermerhorn, T ;
Straub, SG ;
Yajima, H ;
Sharp, GWG .
DIABETES, 2002, 51 :S83-S90
[2]   Role of thromboxane A2 signaling in endothelium-dependent contractions of arteries [J].
Chen, H. .
PROSTAGLANDINS & OTHER LIPID MEDIATORS, 2018, 134 :32-37
[3]   IDF Diabetes Atlas: Global estimates of diabetes prevalence for 2017 and projections for 2045 [J].
Cho, N. H. ;
Shaw, J. E. ;
Karuranga, S. ;
Huang, Y. ;
Fernandes, J. D. da Rocha ;
Ohlrogge, A. W. ;
Malanda, B. .
DIABETES RESEARCH AND CLINICAL PRACTICE, 2018, 138 :271-281
[4]   A gut bacterial pathway metabolizes aromatic amino acids into nine circulating metabolites [J].
Dodd, Dylan ;
Spitzer, Matthew H. ;
Van Treuren, William ;
Merrill, Bryan D. ;
Hryckowian, Andrew J. ;
Higginbottom, Steven K. ;
Le, Anthony ;
Cowan, Tina M. ;
Nolan, Garry P. ;
Fischbach, Michael A. ;
Sonnenburg, Justin L. .
NATURE, 2017, 551 (7682) :648-+
[5]   The kynurenine pathway is activated in human obesity and shifted toward kynurenine monooxygenase activation [J].
Favennec, Marie ;
Hennart, Benjamin ;
Caiazzo, Robert ;
Leloire, Audrey ;
Yengo, Loic ;
Verbanck, Marie ;
Arredouani, Abdelilah ;
Marre, Michel ;
Pigeyre, Marie ;
Bessede, Alban ;
Guillemin, Gilles J. ;
Chinetti, Giulia ;
Staels, Bart ;
Pattou, Francois ;
Balkau, Beverley ;
Allorge, Delphine ;
Froguel, Philippe ;
Poulain-Godefroy, Odile .
OBESITY, 2015, 23 (10) :2066-2074
[6]   Global Metabolomic and Isobaric Tagging Capillary Liquid Chromatography-Tandem Mass Spectrometry Approaches for Uncovering Pathway Dysfunction in Diabetic Mouse Aorta [J].
Filla, Laura A. ;
Yuan, Wei ;
Feldman, Eva L. ;
Li, Shuwei ;
Edwards, James L. .
JOURNAL OF PROTEOME RESEARCH, 2014, 13 (12) :6121-6134
[7]   A bioelectronic system for insulin release triggered by ketone body mimicking diabetic ketoacidosis in vitro [J].
Gamella, Maria ;
Guz, Nataliia ;
Pingarron, Jose M. ;
Aslebagh, Roshanak ;
Darie, Costel C. ;
Katz, Evgeny .
CHEMICAL COMMUNICATIONS, 2015, 51 (36) :7618-7621
[8]   Ketone Bodies Are Mildly Elevated in Subjects with Type 2 Diabetes Mellitus and Are Inversely Associated with Insulin Resistance as Measured by the Lipoprotein Insulin Resistance Index [J].
Garcia, Erwin ;
Shalaurova, Irina ;
Matyus, Steven P. ;
Oskardmay, David N. ;
Otvos, James D. ;
Dullaart, Robin P. F. ;
Connelly, Margery A. .
JOURNAL OF CLINICAL MEDICINE, 2020, 9 (02)
[9]   Effect of traditional Chinese medicine berberine on type 2 diabetes based on comprehensive metabonomics [J].
Gu, Yan ;
Zhang, Yifei ;
Shi, Xianzhe ;
Li, Xiaoying ;
Hong, Jie ;
Chen, Jing ;
Gu, Weigiong ;
Lu, Xin ;
Xu, Guowang ;
Ning, Guang .
TALANTA, 2010, 81 (03) :766-772
[10]   Neuroprotection of taurine against reactive oxygen species is associated with inhibiting NADPH oxidases [J].
Han, Zhou ;
Gao, Li-Yan ;
Lin, Yu-Hui ;
Chang, Lei ;
Wu, Hai-Yin ;
Luo, Chun-Xia ;
Zhu, Dong-Ya .
EUROPEAN JOURNAL OF PHARMACOLOGY, 2016, 777 :129-135