A Novel Dried Blood Spot Detection Strategy for Characterizing Cardiovascular Diseases

被引:9
作者
Liu, Linsheng [1 ]
Jin, Xurui [2 ]
Wu, Yangfeng [3 ]
Yang, Mei [4 ]
Xu, Tao [5 ,6 ]
Li, Xianglian [1 ]
Ren, Jianhong [4 ]
Yan, Lijing L. [2 ]
机构
[1] Soochow Univ, Affiliated Hosp 1, Clin Pharmacol Res Lab, Suzhou, Peoples R China
[2] Duke Kunshan Univ, Global Hlth Res Ctr, Kunshan, Peoples R China
[3] Peking Univ, Clin Res Inst, Beijing, Peoples R China
[4] Suzhou BioNovoGene Metabol Platform, Suzhou, Peoples R China
[5] Southeast Univ, Inst Life Sci, Key Lab Dev Genes & Human Dis, Nanjing, Peoples R China
[6] Southeast Univ, SEU Alphamab, Therapeut Antibody Res Ctr, Nanjing, Peoples R China
来源
FRONTIERS IN CARDIOVASCULAR MEDICINE | 2020年 / 7卷
基金
中国国家自然科学基金;
关键词
cardiovascular diseases; biomarker; risk prediction; DBS; metabolomics; TRIMETHYLAMINE-N-OXIDE; CHAIN AMINO-ACIDS; RISK; INFLAMMATION; DEFICIENCY; METABOLISM; TRYPTOPHAN; RESISTANCE; CARNITINE; INDEXES;
D O I
10.3389/fcvm.2020.542519
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Cardiovascular diseases (CVDs) are the leading cause of death in China. Conventional diagnostic methods are dependent on advanced instruments, which are expensive, inaccessible, and inconvenient in underdeveloped areas. To build a novel dried blood spot (DBS) detection strategy for imaging CVDs, in this study, a total of 12 compounds, including seven amino acids [homocysteine (Hcy), isoleucine (Ile), leucine (Leu), valine (Val), phenylalanine (Phe), tyrosine (Tyr), and tryptophan (Trp)], three amino acid derivatives [choline, betaine, and trimethylamine N-oxide (TMAO)], L-carnitine, and creatinine, were screened for their ability to identify CVD. A rapid and reliable method was established for the quantitative analysis of the 12 compounds in DBS. A total of 526 CVD patients and 200 healthy volunteers in five provinces of China were recruited and divided into the following groups: stroke, coronary heart disease, diabetes, and high blood pressure. The orthogonal projection to latent structures-discriminant analysis (OPLSDA) model was used to characterize the difference between each CVD group. Marked differences between the groups based on the OPLSDA model were observed. Based on the model, the patients in the three training sets were mostly accurately categorized into the appropriate group. In addition, the receiver operating characteristic (ROC) curves and logistic regression of each metabolite chosen by the OPLSDA model had an excellent predictive value in both the test and validation groups. DBS detection of 12 biomarkers was sensitive and powerful for characterizing different types of CVD. Such differentiation may reduce unnecessary invasive coronary angiography, enhance predictive value, and complement current diagnostic methods.
引用
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页数:10
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共 41 条
[1]   Homocysteine and C-Reactive Protein Levels Are Associated With Frailty in Older Spaniards: The Toledo Study for Healthy Aging [J].
Alvarez-Sanchez, Nuria ;
Isabel Alvarez-Rios, Ana ;
Miguel Guerrero, Juan ;
Jose Garcia-Garcia, Francisco ;
Rodriguez-Manas, Leocadio ;
Cruz-Chamorro, Ivan ;
Judith Lardone, Patricia ;
Carrillo-Vico, Antonio .
JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES, 2020, 75 (08) :1488-1494
[2]   Metabolomic study for essential hypertension patients based on dried blood spot mass spectrometry approach [J].
Bai, Qianru ;
Peng, Baohua ;
Wu, Xue ;
Cao, Yunfeng ;
Sun, Xiaoyu ;
Hong, Mo ;
Na, Rongmei ;
Liu, Baiting ;
Li, Qianxiao ;
Li, Zhu ;
Fang, Weiyi ;
Zhu, Ning ;
Zong, Chengguo ;
Yu, Qin .
IUBMB LIFE, 2018, 70 (08) :777-785
[3]   Associations of Body Mass and Fat Indexes With Cardiometabolic Traits [J].
Bell, Joshua A. ;
Carslake, David ;
O'Keeffe, Linda M. ;
Frysz, Monika ;
Howe, Laura D. ;
Hamer, Mark ;
Wade, Kaitlin H. ;
Timpson, Nicholas J. ;
Smith, George Davey .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2018, 72 (24) :3142-3154
[4]   Urinary excretion of homocysteine thiolactone and the risk of acute myocardial infarction in coronary artery disease patients: the WENBIT trial [J].
Borowczyk, K. ;
Piechocka, J. ;
Glowacki, R. ;
Dhar, I ;
Midtun, O. ;
Tell, G. S. ;
Ueland, P. M. ;
Nygard, P. ;
Jakubowski, H. .
JOURNAL OF INTERNAL MEDICINE, 2019, 285 (02) :232-244
[5]   Gamma-Hydroxybutyrate content in dried bloodspots facilitates newborn detection of succinic semialdehyde dehydrogenase deficiency [J].
Brown, Madalyn ;
Ashcraft, Paula ;
Arning, Erland ;
Bottiglieri, Teodoro ;
Roullet, Jean-Baptiste ;
Gibson, K. Michael .
MOLECULAR GENETICS AND METABOLISM, 2019, 128 (1-2) :109-112
[6]   Molecular imaging of cardiac remodelling after myocardial infarction [J].
Curley, Daniel ;
Plaza, Begona Lavin ;
Shah, Ajay M. ;
Botnar, Rene M. .
BASIC RESEARCH IN CARDIOLOGY, 2018, 113 (02)
[7]   Comprehensive Metabolomic Characterization of Coronary Artery Diseases [J].
Fan, Yong ;
Li, Yong ;
Chen, Yan ;
Zhao, Yi-Jing ;
Liu, Li-Wei ;
Li, Jin ;
Wang, Shi-Lei ;
Alolga, Raphael N. ;
Yin, Yin ;
Wang, Xiang-Ming ;
Zhao, Dong-Sheng ;
Shen, Jian-Hua ;
Meng, Fan-Qi ;
Zhou, Xin ;
Xu, Hao ;
He, Guo-Ping ;
lai, Mao-De ;
Li, Ping ;
Zhu, Wei ;
Qi, Lian-Wen .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2016, 68 (12) :1281-1293
[8]   Trimethylamine and Trimethylamine N-Oxide, a Flavin-Containing Monooxygenase 3 (FMO3)-Mediated Host-Microbiome Metabolic Axis Implicated in Health and Disease [J].
Fennema, Diede ;
Phillips, Ian R. ;
Shephard, Elizabeth A. .
DRUG METABOLISM AND DISPOSITION, 2016, 44 (11) :1839-1850
[9]   Genome-wide association study and targeted metabolomics identifies sex-specific association of CPS1 with coronary artery disease [J].
Hartiala, Jaana A. ;
Tang, W. H. Wilson ;
Wang, Zeneng ;
Crow, Amanda L. ;
Stewart, Alexandre F. R. ;
Roberts, Robert ;
McPherson, Ruth ;
Erdmann, Jeanette ;
Willenborg, Christina ;
Hazen, Stanley L. ;
Allayee, Hooman .
NATURE COMMUNICATIONS, 2016, 7
[10]   Comparison of C26:0-carnitine and C26:0-lysophosphatidylcholine as diagnostic markers in dried blood spots from newborns and patients with adrenoleukodystrophy [J].
Huffnagel, Irene C. ;
van de Beek, Malu-Clair ;
Showers, Amanda L. ;
Orsini, Joseph J. ;
Klouwer, Femke C. C. ;
Dijkstra, Inge M. E. ;
Schielen, Peter C. ;
van Lenthe, Henk ;
Wanders, Ronald J. A. ;
Vaz, Frederic M. ;
Morrissey, Mark A. ;
Engelen, Marc ;
Kemp, Stephan .
MOLECULAR GENETICS AND METABOLISM, 2017, 122 (04) :209-215