| Literature DB >> 21949493 |
Jing Bai, Ming Xuan Wang, Balram Chowbay, Chi Bun Ching, Wei Ning Chen.
Abstract
Warfarin is a commonly prescribed oral anticoagulant with narrow therapeutic index. It achieves anti-coagulating effects by interfering with the vitamin K cycle. Warfarin has two enantiomers, S(-) and R(+) and undergoes stereoselective metabolism, with the S(-) enantiomer being more effective. We reported the intracellular metabolic profile in HepG2 cells incubated with S(-) and R(+) warfarin by GCMS. Chemometric method PCA was applied to analyze the individual samples. A total of 80 metabolites which belong to different categories were identified. Two batches of experiments (with and without the presence of vitamin K) were designed. In samples incubated with S(-) and R(+) warfarin, glucuronic acid showed significantly decreased in cells incubated with R(+) warfarin but not in those incubated with S(-) warfarin. It may partially explain the lower bio-activity of R(+) warfarin. And arachidonic acid showed increased in cells incubated with S(-) warfarin but not in those incubated with R(+) warfarin. In addition, a number of small molecules involved in γ-glutamyl cycle displayed ratio variations. Intracellular glutathione detection further validated the results. Taken together, our findings provided molecular evidence on a comprehensive metabolic profile on warfarin-cell interaction which may shed new lights on future improvement of warfarin therapy. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s11306-010-0262-3) contains supplementary material, which is available to authorized users.Entities:
Year: 2010 PMID: 21949493 PMCID: PMC3155677 DOI: 10.1007/s11306-010-0262-3
Source DB: PubMed Journal: Metabolomics ISSN: 1573-3882 Impact factor: 4.290
Fig. 1Overlay of representative GC/MS chromatography of HepG2 cells incubated by warfarin S(−) and R(+) enantiomers
Metabolites identified whose expression ratio varied at least 10% in all three independent experiments, in the results without and with Vitamin K pre-incubation
| Name | Retention time (min) | Warfarin | Warfarin + Vitamin K | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Ave S:C (SD) |
| Ave R:C (SD) |
| Ave S:V (SD) |
| Ave R:V (SD) |
| ||
|
| 10.04 | 0.76 ± 0.07 | 0.013 | 0.68 ± 0.18 | 0.045 | 0.67 ± 0.08 | 0.009 | 0.75 ± 0.07 | 0.0112 |
| Glycine | 14.38 | 1.56 ± 0.16 | 0.013 | 1.67 ± 0.03 | 3E-04 | 1.49 ± 0.09 | 0.005 | 1.51 ± 0.07 | 0.0029 |
|
| 15.52 | 1.44 ± 0.05 | 0.002 | 1.31 ± 0.13 | 0.049 | 1.43 ± 0.04 | 0.001 | 1.30 ± 0.05 | 0.0043 |
|
| 20.59 | 0.78 ± 0.03 | 0.002 | 0.86 ± 0.03 | 0.009 | 0.67 ± 0.07 | 0.006 | 0.75 ± 0.07 | 0.0131 |
|
| 21.47 | 1.15 ± 0.05 | 0.018 | 1.11 ± 0.07 | 0.055 | 1.19 ± 0.06 | 0.018 | 1.16 ± 0.10 | 0.0575 |
| 5-oxoproline | 25.88 | 1.61 ± 0.10 | 0.005 | 1.32 ± 0.04 | 0.003 | 1.46 ± 0.06 | 0.003 | 1.45 ± 0.11 | 0.0093 |
|
| 28.66 | 0.77 ± 0.06 | 0.011 | 0.74 ± 0.11 | 0.027 | 0.76 ± 0.04 | 0.004 | 0.75 ± 0.06 | 0.0092 |
|
| 33.14 | 1.84 ± 0.06 | 9E-04 | 1.75 ± 0.08 | 0.002 | 1.73 ± 0.14 | 0.006 | 1.69 ± 0.17 | 0.013 |
| Glucuronic lactone | 34.34 | 0.91 ± 0.14 | 0.07 | 0.73 ± 0.02 | 0.032 | 0.87 ± 0.03 | 0.009 | 0.59 ± 0.08 | 0.0058 |
| Arachidonic acid | 47.12 | 1.40 ± 0.05 | 0.003 | 1.18 ± 0.07 | 0.025 | 1.41 ± 0.07 | 0.025 | 1.10 ± 0.07 | 0.1289 |
In the left panel, C control group, S S(−) warfarin incubated group, R R(+) warfarin incubated group. Ave S:C the average ratio of S(−) warfarin incubated group compared to control group in the three times of the experiment, Ave R:C the average ratio of R(+) warfarin incubated group compared to control group in the three times of the experiment. SD standard deviation of the three ratio; p(S:C) or p(R:C) P values calculated from Student’s t-test. In the right panel, V vitamin K treated group, S vitamin K incubated then S(−) warfarin incubated group, R vitamin K incubated then R(+) warfarin incubated group. Ave S:V the average ratio of S(−) warfarin incubated group compared to vitamin K treated group in the three times of the experiment; Ave R:V the average ratio of R(+) warfarin incubated group compared to vitamin K treated group in the three times of the experiment. SD standard deviation of the three ratio; p(S:V) or p(R:V) P values calculated from Student’s t-test
Fig. 2PCA results for relative peak intensities between different samples. Panel 1 a Score plot and b loading plot for HepG2 cells incubated by warfarin enantiomers only. In the score plot, C1–C3 were cells without any treatment; S1–S3 were cells incubated by S(−) enantiomer of warfarin; R1–R3 were cells incubated by R(+) enantiomer of warfarin. In the loading plot, three PCs were selected to represent a spatial distribution of different metabolites. Panel 2, c Score plot and d loading plot for HepG2 cells incubated by warfarin enantiomers, in the presence of vitamin K. In the score plot, V1–V3 were cells incubated by vitamin K only; S1–S3 were cells incubated by vitamin K then S(−) enantiomer of warfarin; R1–R3 were cells incubated by vitamin K then R(+) enantiomer of warfarin. In the loading plot, three PCs were selected to represent a spatial distribution of different metabolites
Fig. 3Intracellular glutathione level of HepG2 cells incubated with drugs. a glutathione level of 1st set of experiment (without vitamin K pre-incubation). The left group was fluorescent view and the right group was fluorescent view with corresponding light view. b glutathione level of 2nd set of experiment (with vitamin K pre-incubation). The left group was fluorescent view and the right group was fluorescent view with corresponding light view
Fig. 4Over all changes in the cellular metabolic process by warfarin. The expression of GST, which is associated with Vitamin K Epoxide Reductase (VKOR) may be affected by warfarin incubation. The expression of glutathione may also be affected by warfarin thus influence γ-glutamyl cycle with related metabolites such as glycine, 5-oxoproline and glutamate. This cycle is a transport system for amino acids. Its regulation by warfarin may lead to increase of hepatic γ-glutamyl transferase activity. In addition, warfarin metabolism is stereo-selective. Arachidonic acid and glucuronic acid are affected by S(−) and R(+) warfarin, respectively. Expression ratio elevated molecules were highlighted in red while reduced highlighted in blue. An increased GSH-to-GSSG ratio is considered indicative of reduced ROS. GGCX γ-glutamyl carboxylase, VKOR vitamin K 2,3 epoxide reductase, NQO1 NAD(P)H quinone oxidoreductase 1, GST: Glutathione-S-tranferase, AA amino acid