Metabolomic study for essential hypertension patients based on dried blood spot mass spectrometry approach

被引:23
作者
Bai, Qianru [1 ,2 ]
Peng, Baohua [3 ]
Wu, Xue [4 ,5 ]
Cao, Yunfeng [4 ,5 ,6 ]
Sun, Xiaoyu [4 ,5 ]
Hong, Mo [4 ,5 ]
Na, Rongmei [1 ]
Liu, Baiting [1 ]
Li, Qianxiao [7 ]
Li, Zhu [8 ]
Fang, Weiyi [9 ]
Zhu, Ning [10 ]
Zong, Chengguo [11 ]
Yu, Qin [1 ]
机构
[1] Dalian Univ, Affiliated Zhongshan Hosp, Dept Cardiol, Dalian 116001, Liaoning, Peoples R China
[2] Dalian Med Univ, Internal Med, Dalian, Liaoning, Peoples R China
[3] Cent S Univ, Xiangya Sch Med, Clin Med, Changsha, Hunan, Peoples R China
[4] KLLTCM, Jinzhou, Liaoning, Peoples R China
[5] RSKT Biopharma Inc, Jinzhou, Liaoning, Peoples R China
[6] Chinese Acad Sci, Dalian Inst Chem Phys, Biotechnol Lab, Dalian, Liaoning, Peoples R China
[7] Zhejiang Prov Hosp Integrated Tradit Chinese & We, Dept Cardiol, Hangzhou, Zhejiang, Peoples R China
[8] Zhuanghe Cent Hosp, Dept Cardiol, Dalian, Liaoning, Peoples R China
[9] Shanghai Chest Hosp, Dept Cardiol, Shanghai, Peoples R China
[10] Dalian Med Univ, Dept Cardiol, Affiliated Hosp 2, Dalian, Liaoning, Peoples R China
[11] Dalian Univ, Affiliated Zhongshan Hosp, Dept Lab Med, Dalian 116001, Liaoning, Peoples R China
关键词
hypertension; mass spectrometry; metabolomics; biomarker; ENDOTHELIAL ARGINASE-II; OXIDATIVE STRESS; L-CARNITINE; GLUTATHIONE SYNTHESIS; CARDIOVASCULAR RISK; MILLION ADULTS; GLYCINE; PRESSURE; RATS; CONTRIBUTES;
D O I
10.1002/iub.1885
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Hypertension is an increasingly serious public-health challenge worldwide. The traditional blood pressure measurement method could easily and reliably detect blood pressure. However, the delayed symptom onset may influence the screening of essential hypertension (EH). In addition, EH is significantly associated to cardiovascular disease, stroke and kidney disease. Hence, it is urgent to define associated biomarkers with early diagnosis potential for EH. A dried blood spot method integrated with direct infusion mass spectrometry (MS) metabolomic analysis was applied for the detection of metabolites toward 87 EH patients and 91 healthy controls (HC). Multiple algorithms were run on training set (62 EH and 64 HC) for selecting differential metabolites as potential biomarkers. A test set (25 EH and 27 HC) was used to verify and evaluate selected potential biomarkers. A novel blood biomarker model based on Gly, Orn, C10, Orn/Cit, Phe/Tyr, and C5-OH/C8 exhibited potential to differentiate EH patients from HC individuals, with a sensitivity of 0.8400 and a specificity of 0.8889 in test set. The metabolomic analysis of EH is beneficial to the definition of disease-associated biomarkers and the development of new diagnostic approaches. (C) 2018
引用
收藏
页码:777 / 785
页数:9
相关论文
共 48 条
  • [11] Direct analysis of dried blood spots coupled with mass spectrometry: concepts and biomedical applications
    Deglon, Julien
    Thomas, Aurelien
    Mangin, Patrice
    Staub, Christian
    [J]. ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2012, 402 (08) : 2485 - 2498
  • [12] Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry
    Dunn, Warwick B.
    Broadhurst, David
    Begley, Paul
    Zelena, Eva
    Francis-McIntyre, Sue
    Anderson, Nadine
    Brown, Marie
    Knowles, Joshau D.
    Halsall, Antony
    Haselden, John N.
    Nicholls, Andrew W.
    Wilson, Ian D.
    Kell, Douglas B.
    Goodacre, Royston
    [J]. NATURE PROTOCOLS, 2011, 6 (07) : 1060 - 1083
  • [13] Essential hypertension and the sympathetic nervous system
    Grassi, Guido
    Quarti-Trevano, Fosca
    Dell'Oro, Raffaella
    Mancia, Giuseppe
    [J]. NEUROLOGICAL SCIENCES, 2008, 29 (Suppl 1) : S33 - S36
  • [14] CYSTEINE AND GLYCINE SUPPLEMENTATION MODULATE THE METABOLIC RESPONSE TO TUMOR-NECROSIS-FACTOR-ALPHA IN RATS FED A LOW PROTEIN-DIET
    GRIMBLE, RF
    JACKSON, AA
    PERSAUD, C
    WRIDE, MJ
    DELERS, F
    ENGLER, R
    [J]. JOURNAL OF NUTRITION, 1992, 122 (11) : 2066 - 2073
  • [15] Human metabolic phenotype diversity and its association with diet and blood pressure
    Holmes, Elaine
    Loo, Ruey Leng
    Stamler, Jeremiah
    Bictash, Magda
    Yap, Ivan K. S.
    Chan, Queenie
    Ebbels, Tim
    De Iorio, Maria
    Brown, Ian J.
    Veselkov, Kirill A.
    Daviglus, Martha L.
    Kesteloot, Hugo
    Ueshima, Hirotsugu
    Zhao, Liancheng
    Nicholson, Jeremy K.
    Elliott, Paul
    [J]. NATURE, 2008, 453 (7193) : 396 - U50
  • [16] Rapid and Sensitive Differentiating Ischemic and Hemorrhagic Strokes by Dried Blood Spot Based Direct Injection Mass Spectrometry Metabolomics Analysis
    Hu, Zhansheng
    Zhu, Zhitu
    Cao, Yunfeng
    Wang, Lixuan
    Sun, Xiaoyu
    Dong, Jun
    Fang, Zhongze
    Fang, Yanhua
    Xu, Xiaoxue
    Gao, Peng
    Sun Hongzhi
    [J]. JOURNAL OF CLINICAL LABORATORY ANALYSIS, 2016, 30 (06) : 823 - 830
  • [17] Arginase inhibition restores arteriolar endothelial function in Dahl rats with salt-induced hypertension
    Johnson, FK
    Johnson, RA
    Peyton, KJ
    Durante, W
    [J]. AMERICAN JOURNAL OF PHYSIOLOGY-REGULATORY INTEGRATIVE AND COMPARATIVE PHYSIOLOGY, 2005, 288 (04) : R1057 - R1062
  • [18] Kearney PM, 2005, LANCET, V365, P217, DOI 10.1016/S0140-6736(05)70151-3
  • [19] Amino acid metabolism reflecting arginase activity is increased in patients with type 2 diabetes and associated with endothelial dysfunction
    Kovamees, Oskar
    Shemyakin, Alexey
    Pernow, John
    [J]. DIABETES & VASCULAR DISEASE RESEARCH, 2016, 13 (05) : 354 - 360
  • [20] Lewington S, 2002, LANCET, V360, P1903, DOI 10.1016/S0140-6736(02)11911-8