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1.
J Proteome Res ; 11(6): 3344-57, 2012 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-22574726

RESUMO

Serologic biomarkers for inflammatory bowel disease (IBD) have yielded variable differentiating ability. Quantitative analysis of a large number of metabolites is a promising method to detect IBD biomarkers. Human subjects with active Crohn's disease (CD) and active ulcerative colitis (UC) were identified, and serum, plasma, and urine specimens were obtained. We characterized 44 serum, 37 plasma, and 71 urine metabolites by use of (1)H NMR spectroscopy and "targeted analysis" to differentiate between diseased and non-diseased individuals, as well as between the CD and UC cohorts. We used multiblock principal component analysis and hierarchical OPLS-DA for comparing several blocks derived from the same "objects" (e.g., subject) to examine differences in metabolites. In serum and plasma of IBD patients, methanol, mannose, formate, 3-methyl-2-oxovalerate, and amino acids such as isoleucine were the metabolites most prominently increased, whereas in urine, maximal increases were observed for mannitol, allantoin, xylose, and carnitine. Both serum and plasma of UC and CD patients showed significant decreases in urea and citrate, whereas in urine, decreases were observed, among others, for betaine and hippurate. Quantitative metabolomic profiling of serum, plasma, and urine discriminates between healthy and IBD subjects. However, our results show that the metabolic differences between the CD and UC cohorts are less pronounced.


Assuntos
Colite Ulcerativa/diagnóstico , Doença de Crohn/diagnóstico , Metaboloma , Adulto , Idoso , Idoso de 80 Anos ou mais , Área Sob a Curva , Estudos de Casos e Controles , Colite Ulcerativa/sangue , Colite Ulcerativa/urina , Doença de Crohn/sangue , Doença de Crohn/urina , Diagnóstico Diferencial , Feminino , Humanos , Espectroscopia de Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Análise de Componente Principal , Curva ROC , Adulto Jovem
2.
J Toxicol Environ Health A ; 74(22-24): 1476-92, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-22043909

RESUMO

Chronic wasting disease (CWD) is a fatal neurodegenerative disease affecting both farmed and wild cervids, specifically deer and elk, and is a member of the larger family of prion diseases. Prion disease transmission is believed to occur through exposure to infectious prion material-a misfolded and infectious form of the prion protein that is normally present in the host. Chronic wasting disease is endemic to regions of central North America and infectious material can persist for long periods in the environment, posing challenges for remediation and monitoring. The current methods of detection are relatively invasive, require the host animal to be in intermediate to late stages of disease incubation, and are not without risk to those collecting samples. The potential for a blood test that could identify key biomarkers of disease incubation is of great interest. Serum from elk (Cervus elaphus) (n = 4) was collected on a monthly schedule before, and following, oral inoculation of CWD-positive homogenate, and collection continued until clinical signs were apparent. Blood was collected on the same schedule for a group of control animals (n = 2) housed under identical conditions. Targeted profiling, using (1)H-nuclear magnetic resonance (NMR) spectroscopy, of serum metabolites was used to yield metabolite identification as well as quantitation. Hierarchical multivariate statistical orthogonal partial least-squares (O-PLS) models were generated to identify predictive components in the data. Due to the duration of the study (25 mo) a significant aging component was taken into account during analysis. Several metabolites were correlated with aging in elk inoculated with CWD, but not in the control group.


Assuntos
Cervos/metabolismo , Espectroscopia de Ressonância Magnética/métodos , Metabolômica/métodos , Doença de Emaciação Crônica/diagnóstico , Fatores Etários , Animais , Encéfalo/patologia , Cervos/sangue , Imuno-Histoquímica , Análise dos Mínimos Quadrados , Análise Multivariada , América do Norte/epidemiologia , Fatores de Tempo , Doença de Emaciação Crônica/epidemiologia , Doença de Emaciação Crônica/transmissão
3.
Nucleic Acids Res ; 37(Database issue): D603-10, 2009 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-18953024

RESUMO

The Human Metabolome Database (HMDB, http://www.hmdb.ca) is a richly annotated resource that is designed to address the broad needs of biochemists, clinical chemists, physicians, medical geneticists, nutritionists and members of the metabolomics community. Since its first release in 2007, the HMDB has been used to facilitate the research for nearly 100 published studies in metabolomics, clinical biochemistry and systems biology. The most recent release of HMDB (version 2.0) has been significantly expanded and enhanced over the previous release (version 1.0). In particular, the number of fully annotated metabolite entries has grown from 2180 to more than 6800 (a 300% increase), while the number of metabolites with biofluid or tissue concentration data has grown by a factor of five (from 883 to 4413). Similarly, the number of purified compounds with reference to NMR, LC-MS and GC-MS spectra has more than doubled (from 380 to more than 790 compounds). In addition to this significant expansion in database size, many new database searching tools and new data content has been added or enhanced. These include better algorithms for spectral searching and matching, more powerful chemical substructure searches, faster text searching software, as well as dedicated pathway searching tools and customized, clickable metabolic maps. Changes to the user-interface have also been implemented to accommodate future expansion and to make database navigation much easier. These improvements should make the HMDB much more useful to a much wider community of users.


Assuntos
Bases de Dados Factuais , Metaboloma , Humanos , Espectroscopia de Ressonância Magnética , Espectrometria de Massas , Redes e Vias Metabólicas , Interface Usuário-Computador
4.
J Proteome Res ; 9(12): 6265-73, 2010 Dec 03.
Artigo em Inglês | MEDLINE | ID: mdl-20886908

RESUMO

Quantitative profiling of a large number of metabolic compounds is a promising method to detect biomarkers in inflammatory bowel diseases (IBD), such as ulcerative colitis (UC). We induced an experimental form of UC in mice by treatment with dextran sulfate sodium (DSS) and characterized 53 serum and 69 urine metabolites by use of (1)H NMR spectroscopy and quantitative ("targeted") analysis to distinguish between diseased and healthy animals. Hierarchical multivariate orthogonal partial least-squares (OPLS) models were developed to detect and predict separation of control and DSS-treated mice. DSS treatment resulted in weight loss, colonic inflammation, and increase in myeloperoxidase activity. Metabolomic patterns generated from the OPLS data clearly separated DSS-treated from control mice with a slightly higher predictive power (Q(2)) for serum (0.73) than urine (0.71). During DSS colitis, creatine, carnitine, and methylamines increased in urine while in serum, maximal increases were observed for ketone bodies, hypoxanthine, and tryptophan. Antioxidant metabolites decreased in urine whereas in serum, glucose and Krebs cycle intermediates decreased strongly. Quantitative metabolic profiling of serum and urine thus discriminates between healthy and DSS-treated mice. Analysis of serum or urine seems to be equally powerful for detecting experimental colitis, and a combined analysis offers only a minor improvement.


Assuntos
Colite Ulcerativa/sangue , Colite Ulcerativa/urina , Espectroscopia de Ressonância Magnética/métodos , Metabolômica/métodos , Animais , Carnitina/urina , Colite Ulcerativa/induzido quimicamente , Creatina/urina , Sulfato de Dextrana , Hipoxantina/sangue , Corpos Cetônicos/sangue , Metilaminas/urina , Camundongos , Modelos Biológicos , Análise de Componente Principal , Fatores de Tempo , Triptofano/sangue
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