Metabolomic profiling of human urine in hepatocellular carcinoma patients using gas chromatography/mass spectrometry
With the technique of metabolomics, gas chromatography/mass spectrometry (GC/MS), urine or serum metabolites can be assayed to explore disease biomarkers. In this work, we present a metabolomic method to investigate the urinary metabolic difference between hepatocellular carcinoma (HCC, n = 20) male...
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Published in | Analytica chimica acta Vol. 648; no. 1; pp. 98 - 104 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
Amsterdam
Elsevier B.V
19.08.2009
Elsevier |
Subjects | |
Online Access | Get full text |
ISSN | 0003-2670 1873-4324 1873-4324 |
DOI | 10.1016/j.aca.2009.06.033 |
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Summary: | With the technique of metabolomics, gas chromatography/mass spectrometry (GC/MS), urine or serum metabolites can be assayed to explore disease biomarkers. In this work, we present a metabolomic method to investigate the urinary metabolic difference between hepatocellular carcinoma (HCC,
n
=
20) male patients and normal male subjects (
n
=
20). The urinary endogenous metabolome was assayed using chemical derivatization followed by GC/MS. After GC/MS analysis, 103 metabolites were detected, of which 66 were annotated as known compounds. By a two sample
t-test statistics with
p
<
0.05, 18 metabolites were shown to be significantly different between the HCC and control groups. A diagnostic model was constructed with a combination of 18 marker metabolites or together with alphafetoprotein, using principal component analysis and receiver–operator characteristic curves. The multivariate statistics of the diagnostic model yielded a separation between the two groups with an area under the curve value of 0.9275. This non-invasive technique of identifying HCC biomarkers from urine may have clinical utility. |
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Bibliography: | ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 23 |
ISSN: | 0003-2670 1873-4324 1873-4324 |
DOI: | 10.1016/j.aca.2009.06.033 |