Principal component analysis of urine metabolites detected by NMR and DESI-MS in patients with inborn errors of metabolism

被引:120
作者
Pan, Zhengzheng
Gu, Haiwei
Talaty, Nari
Chen, Huanwen
Shanaiah, Narasimhamurthy
Hainline, Bryan E.
Cooks, R. Graham
Raftery, Daniel
机构
[1] Purdue Univ, Dept Chem, W Lafayette, IN 47907 USA
[2] Indiana Univ, Sch Med, Dept Pediat, Sect Pediat Metab & Genet, Indianapolis, IN 46202 USA
[3] Purdue Univ, Dept Phys, W Lafayette, IN 47907 USA
关键词
nuclear magnetic resonance (NMR); desorption electrospray ionization (DESI); mass spectrometry; metabolomics; inborn errors of metabolism; principal component analysis (PCA);
D O I
10.1007/s00216-006-0546-7
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Urine metabolic profiles of patients with inborn errors of metabolism were examined with nuclear magnetic resonance (NMR) and desorption electrospray ionization mass spectrometry (DESI-MS) methods. Spectra obtained from the study of urine samples from individual patients with argininosuccinic aciduria (ASA), classic homocystinuria (HCY), classic methylmalonic acidemia (MMA), maple syrup urine disease (MSUD), phenylketonuria (PKU) and type II tyrosinemia (TYRO) were compared with six control patient urine samples using principal component analysis (PCA). Target molecule spectra were identified from the loading plots of PCA output and compared with known metabolic profiles from the literature and metabolite databases. Results obtained from the two techniques were then correlated to obtain a common list of molecules associated with the different diseases and metabolic pathways. The combined approach discussed here may prove useful in the rapid screening of biological fluids from sick patients and may help to improve the understanding of these rare diseases.
引用
收藏
页码:539 / 549
页数:11
相关论文
共 29 条
[1]   Diagnosis of inborn errors of metabolism using 1H NMR spectroscopic analysis of urine [J].
Bamforth, FJ ;
Dorian, V ;
Vallance, H ;
Wishart, DS .
JOURNAL OF INHERITED METABOLIC DISEASE, 1999, 22 (03) :297-301
[2]   NMR-based metabonomic approaches for evaluating physiological influences on biofluid composition [J].
Bollard, ME ;
Stanley, EG ;
Lindon, JC ;
Nicholson, JK ;
Holmes, E .
NMR IN BIOMEDICINE, 2005, 18 (03) :143-162
[3]   A model for PKC involvement in the pathogenesis of inborn errors of metabolism [J].
Boneh, A .
TRENDS IN MOLECULAR MEDICINE, 2002, 8 (11) :524-531
[4]   POSSIBLE ROLE FOR PROTEIN-KINASE-C IN THE PATHOGENESIS OF INBORN-ERRORS OF METABOLISM [J].
BONEH, A .
JOURNAL OF CELLULAR BIOCHEMISTRY, 1995, 59 (01) :27-32
[5]   INVESTIGATION OF UREA CYCLE ENZYME DISORDERS BY H-1-NMR SPECTROSCOPY [J].
BURNS, SP ;
WOOLF, DA ;
LEONARD, JV ;
ILES, RA .
CLINICA CHIMICA ACTA, 1992, 209 (1-2) :47-60
[6]   Combining desorption electrospray ionization mass spectrometry and nuclear magnetic resonance for differential metabolomics without sample preparation [J].
Chen, Huanwen ;
Pan, Zhengzheng ;
Talaty, Nari ;
Raftery, Daniel ;
Cooks, R. Graham .
RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2006, 20 (10) :1577-1584
[7]   Desorption electrospray ionization mass spectrometry for high-throughput analysis of pharmaceutical samples in the ambient environment [J].
Chen, HW ;
Talaty, NN ;
Takáts, Z ;
Cooks, RG .
ANALYTICAL CHEMISTRY, 2005, 77 (21) :6915-6927
[8]   Evaluation of the orthogonal projection on latent structure model limitations caused by chemical shift variability and improved visualization of biomarker changes in 1H NMR spectroscopic metabonomic studies [J].
Cloarec, O ;
Dumas, ME ;
Trygg, J ;
Craig, A ;
Barton, RH ;
Lindon, JC ;
Nicholson, JK ;
Holmes, E .
ANALYTICAL CHEMISTRY, 2005, 77 (02) :517-526
[9]   Application of nuclear magnetic resonance spectroscopy combined with principal component analysis in detecting inborn errors of metabolism using blood spots: a metabonomic approach [J].
Constantinou, MA ;
Papakonstantinou, E ;
Benaki, D ;
Spraul, M ;
Shulpis, K ;
Koupparis, MA ;
Mikros, E .
ANALYTICA CHIMICA ACTA, 2004, 511 (02) :303-312
[10]   1H NMR-based metabonomics for the diagnosis of inborn errors of metabolism in urine [J].
Constantinou, MA ;
Papakonstantinou, E ;
Spraul, M ;
Sevastiadou, S ;
Costalos, C ;
Koupparis, MA ;
Shulpis, K ;
Tsantili-Kakoulidou, A ;
Mikros, E .
ANALYTICA CHIMICA ACTA, 2005, 542 (02) :169-177