New Biochemical Insights into the Mechanisms of Pulmonary Arterial Hypertension in Humans

被引:38
作者
Bujak, Renata [1 ,2 ]
Mateo, Jesus [3 ,6 ]
Blanco, Isabel [4 ,6 ]
Luis Izquierdo-Garcia, Jose [3 ,6 ]
Dudzik, Danuta [1 ]
Markuszewski, Michal J. [2 ]
Ivo Peinado, Victor [4 ,6 ]
Laclaustra, Martin [3 ,5 ]
Albert Barbera, Joan [4 ,6 ]
Barbas, Coral [1 ]
Ruiz-Cabello, Jesus [3 ,6 ,7 ]
机构
[1] Univ CEU San Pablo, Fac Farm, Ctr Metabol & Bioanal CEMBIO, Campus Monteprincipe, Madrid, Spain
[2] Med Univ Gdansk, Dept Biopharmaceut & Pharmacodynam, Al Gen J Hallera 107, PL-80416 Gdansk, Poland
[3] Ctr Nacl Invest Cardiovasc Carlos III CNIC, Madrid, Spain
[4] Hosp Clin Barcelona IDIBAPS, Barcelona, Spain
[5] Univ Autonoma Madrid, CIBERESP, Prevent Med & Publ Hlth Dept, Fac Med, Madrid, Spain
[6] Ciber Enfermedades Resp CIBERES, Madrid, Spain
[7] Univ Complutense Madrid, Madrid, Spain
关键词
RIGHT VENTRICLE; PATHWAY; GLUTAMINOLYSIS; BIOENERGETICS; METABOLISM; RELEVANCE; PLASMA; ACID;
D O I
10.1371/journal.pone.0160505
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Diagnosis of pulmonary arterial hypertension (PAH) is difficult due to the lack of specific clinical symptoms and biomarkers, especially at early stages. We compared plasma metabolic fingerprints of PAH patients (n = 20) with matched healthy volunteers (n = 20) using, for the first time, untargeted multiplatform metabolomics approach consisting of high-performance liquid and gas chromatography coupled with mass spectrometry. Multivariate statistical analyses were performed to select metabolites that contribute most to groups' classification (21 from liquid in both ionization modes and 9 from gas chromatography-mass spectrometry). We found metabolites related to energy imbalance, such as glycolysis-derived metabolites, as well as metabolites involved in fatty acid, lipid and amino acid metabolism. We observed statistically significant changes in threitol and aminomalonic acid in PAH patients, which could provide new biochemical insights into the pathogenesis of the disease. The results were externally validated on independent case and control cohorts, confirming up to 16 metabolites as statistically significant in the validation study. Multiplatform metabolomics, followed by multivariate chemometric data analysis has a huge potential for explaining pathogenesis of PAH and for searching potential and new more specific and less invasive markers of the disease.
引用
收藏
页数:14
相关论文
共 40 条
[1]   Plasma Acylcarnitine Profiles Suggest Incomplete Long-Chain Fatty Acid β-Oxidation and Altered Tricarboxylic Acid Cycle Activity in Type 2 Diabetic African-American Women [J].
Adams, Sean H. ;
Hoppel, Charles L. ;
Lok, Kerry H. ;
Zhao, Ling ;
Wong, Scott W. ;
Minkler, Paul E. ;
Hwang, Daniel H. ;
Newman, John W. ;
Garvey, W. Timothy .
JOURNAL OF NUTRITION, 2009, 139 (06) :1073-1081
[2]  
ALOIA JF, 1973, J LAB CLIN MED, V82, P809
[3]  
[Anonymous], 2010, DRUG DISCOV TODAY DI, DOI [10.1016/j.ddmod.2011.02.002, DOI 10.1016/J.DDMOD.2011.02.002]
[4]   Metabolism and bioenergetics in the right ventricle and pulmonary vasculature in pulmonary hypertension [J].
Archer, Stephen L. ;
Fang, Yong-Hu ;
Ryan, John J. ;
Piao, Lin .
PULMONARY CIRCULATION, 2013, 3 (01) :144-152
[5]   Bioactive sphingolipids: metabolism and function [J].
Bartke, Nana ;
Hannun, Yusuf A. .
JOURNAL OF LIPID RESEARCH, 2009, 50 :S91-S96
[6]   An abnormal mitochondrial-hypoxia inducible factor-1α-Kv channel pathway disrupts oxygen sensing and triggers pulmonary arterial hypertension in fawn hooded rats -: Similarities to human pulmonary arterial hypertension [J].
Bonnet, Sébastien ;
Michelakis, Evangelos D. ;
Porter, Christopher J. ;
Andrade-Navarro, Miguel A. ;
Thébaud, Bernard ;
Bonnet, Sandra ;
Haromy, Alois ;
Harry, Gwyneth ;
Moudgil, Rohit ;
McMurtry, Sean ;
Weir, E. Kenneth ;
Archer, Stephen L. .
CIRCULATION, 2006, 113 (22) :2630-2641
[7]   Oxidative stress in severe pulmonary hypertension [J].
Bowers, R ;
Cool, C ;
Murphy, RC ;
Tuder, RM ;
Hopken, MW ;
Flores, SC ;
Voelkel, NF .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2004, 169 (06) :764-769
[8]   Regulation of cancer cell metabolism [J].
Cairns, Rob A. ;
Harris, Isaac S. ;
Mak, Tak W. .
NATURE REVIEWS CANCER, 2011, 11 (02) :85-95
[9]   BIODISTRIBUTION AND RADIOIMMUNOPHARMACOKINETICS OF I-131 AMA MONOCLONAL-ANTIBODY IN ATHEROSCLEROTIC RABBITS [J].
CHAKRABARTI, M ;
CHENG, KT ;
SPICER, KM ;
KIRSCH, WM ;
FOWLER, SD ;
KELLN, W ;
GRIENDE, S ;
NEHLSENCANNARELLA, S ;
WILLERSON, R ;
SPICER, SS ;
KOCH, T .
NUCLEAR MEDICINE AND BIOLOGY, 1995, 22 (06) :693-697
[10]   The Sphingosine Kinase 1/Sphingosine-1-Phosphate Pathway in Pulmonary Arterial Hypertension [J].
Chen, Jiwang ;
Tang, Haiyang ;
Sysol, Justin R. ;
Moreno-Vinasco, Liliana ;
Shioura, Krystyna M. ;
Chen, Tianji ;
Gorshkova, Irina ;
Wang, Lichun ;
Huang, Long Shuang ;
Usatyuk, Peter V. ;
Sammani, Saad ;
Zhou, Guofei ;
Raj, J. Usha ;
Garcia, Joe G. N. ;
Berdyshev, Evgeny ;
Yuan, Jason X. -J. ;
Natarajan, Viswanathan ;
Machado, Roberto F. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2014, 190 (09) :1032-1043