Literature DB >> 16821030

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

Zhengzheng Pan1, Haiwei Gu, Nari Talaty, Huanwen Chen, Narasimhamurthy Shanaiah, Bryan E Hainline, R Graham Cooks, Daniel Raftery.   

Abstract

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.

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Year:  2006        PMID: 16821030     DOI: 10.1007/s00216-006-0546-7

Source DB:  PubMed          Journal:  Anal Bioanal Chem        ISSN: 1618-2642            Impact factor:   4.142


  37 in total

1.  Analysis of lipids from crude lung tissue extracts by desorption electrospray ionization mass spectrometry and pattern recognition.

Authors:  Franco Basile; Tamara Sibray; John T Belisle; Richard A Bowen
Journal:  Anal Biochem       Date:  2010-09-22       Impact factor: 3.365

2.  Combining NMR and LC/MS Using Backward Variable Elimination: Metabolomics Analysis of Colorectal Cancer, Polyps, and Healthy Controls.

Authors:  Lingli Deng; Haiwei Gu; Jiangjiang Zhu; G A Nagana Gowda; Danijel Djukovic; E Gabriela Chiorean; Daniel Raftery
Journal:  Anal Chem       Date:  2016-08-01       Impact factor: 6.986

3.  Advances in Nuclear Magnetic Resonance for Drug Discovery.

Authors:  Robert Powers
Journal:  Expert Opin Drug Discov       Date:  2009-10-01       Impact factor: 6.098

4.  Desorption electrospray ionization-mass spectrometry of proteins.

Authors:  Yong-Seung Shin; Barbara Drolet; Richard Mayer; Kurt Dolence; Franco Basile
Journal:  Anal Chem       Date:  2007-03-30       Impact factor: 6.986

5.  Internal energy distributions in desorption electrospray ionization (DESI).

Authors:  Marcela Nefliu; Jonell N Smith; Andre Venter; R Graham Cooks
Journal:  J Am Soc Mass Spectrom       Date:  2007-12-04       Impact factor: 3.109

6.  Transmission mode desorption electrospray ionization.

Authors:  Joseph E Chipuk; Jennifer S Brodbelt
Journal:  J Am Soc Mass Spectrom       Date:  2008-07-10       Impact factor: 3.109

7.  Principal component directed partial least squares analysis for combining nuclear magnetic resonance and mass spectrometry data in metabolomics: application to the detection of breast cancer.

Authors:  Haiwei Gu; Zhengzheng Pan; Bowei Xi; Vincent Asiago; Brian Musselman; Daniel Raftery
Journal:  Anal Chim Acta       Date:  2010-11-26       Impact factor: 6.558

8.  Interdependence of signal processing and analysis of urine 1H NMR spectra for metabolic profiling.

Authors:  Shucha Zhang; Cheng Zheng; Ian R Lanza; K Sreekumaran Nair; Daniel Raftery; Olga Vitek
Journal:  Anal Chem       Date:  2009-08-01       Impact factor: 6.986

9.  1H NMR metabolomics study of age profiling in children.

Authors:  Haiwei Gu; Zhengzheng Pan; Bowei Xi; Bryan E Hainline; Narasimhamurthy Shanaiah; Vincent Asiago; G A Nagana Gowda; Daniel Raftery
Journal:  NMR Biomed       Date:  2009-10       Impact factor: 4.044

10.  Visualization of bile homeostasis using (1)H-NMR spectroscopy as a route for assessing liver cancer.

Authors:  G A Nagana Gowda; Narasimhamurthy Shanaiah; Amanda Cooper; Mary Maluccio; Daniel Raftery
Journal:  Lipids       Date:  2008-11-04       Impact factor: 1.880

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