43 research outputs found
In-Vial Dual Extraction for Direct LC-MS Analysis of Plasma for Comprehensive and Highly Reproducible Metabolic Fingerprinting.
Metabolic fingerprinting of biological tissues has become
an important
area of research, particularly in the biomarker discovery field. Methods
have inherent analytical variation, and new approaches are necessary
to ensure that the vast numbers of intact metabolites present in biofluids
are detected. Here, we describe an in-vial dual extraction (IVDE)
method and a direct injection method that shows the total number of
features recovered to be over 4500 from a single 20 μL plasma
aliquot. By applying a one-step extraction consisting of a lipophilic
and hydrophilic layer within a single vial insert, we showed that
analytical variation was decreased. This was achieved by reducing
sample preparation stages including procedures of drying and transfers.
The two phases in the vial, upper and lower, underwent HPLC-QTOF analysis
on individually customized LC gradients in both positive and negative
ionization modes. A 60 min lipid profiling HPLC-QTOF method for the
lipophilic phase was specifically developed, enabling the separation
and putative identification of fatty acids, glycerolipids, glycerophospholipids,
sphingolipids, and sterols. The aqueous phase of the extract underwent
direct injection onto a 45 min gradient, enabling the detection of
both polarities. The IVDE method was compared to two traditional extraction
methods. The first method was a two-step ether evaporation and IPA
resuspension, and the second method was a methanol precipitation typically
used in fingerprinting studies. The IVDE provided a 378% increase
in reproducible features when compared to evaporation and a 269% increase
when compared to the precipitate and inject method. As a proof of
concept, the method was applied to an animal model of diabetes. A
2-fold increase in discriminant metabolites was found when comparing
diabetic and control rats with IVDE. These discriminant metabolites
accounted for around 600 entities, out of which 388 were identified
in available databases
Recoveries of HILIC and reversed phase internal standards in experiment 2.
<p>A) plot of intensity of reversed phase internal standards Heptsdecanoic acid (negative) and Tripentadecanoin (positive), B) plot of intensity of HILIC internal standards in positive ionisation mode, C) plot of intensity of HILIC internal standards in negative ionisation mode, D) average intensity and coefficient of variance of all internal standards.</p
Plots of sample mass in milligrams against intensity for 9 annotated metabolites.
<p>A) taurine B) hypoxanthine C) glutamate D) pantothenate E) aspartate F) glcosylceramide (36:1) G) phosphatidylethanolamine (38:4) H) ceramide (38:1) I) triglyceride (48:3).</p
Graphical representation of the experimental designs used.
<p>A) experiment 1, a single 18mg brain section was homogenised then 7 parallel extractions were performed on 50μl aliquots of homogenate. B) Experiment 2, brain sections ranging from 3–17mg were homogenised and extracted parallel.</p
Applied analytical pipeline.
<p>Shows the seven steps from tissue sectioning to IVDE and onto data processing and multivariate analysis of variation.</p
Measured metabolite features in the reversed phase method in experiment 1.
<p>Showing the number of metabolite peaks identified and their relative variability in 100%, 85% and 70% of 7 sample replicates.</p><p><sup>a</sup> percentage of samples a peak is detected in</p><p><sup>b</sup> coefficient of variance of peak intensity between samples.</p><p>Measured metabolite features in the reversed phase method in experiment 1.</p
Comparison of 3-HB levels in all groups at different time points in plasma and urine.
<p>Comparison of 3-HB levels in all groups at different time points in plasma and urine.</p
Experimental design for UTI metabolomics study.
<p>Experimental design for UTI metabolomics study.</p
Direct Monitoring of Exogenous γ‑Hydroxybutyric Acid in Body Fluids by NMR Spectroscopy
γ-Hydroxybutyric
acid (GHB) is a popular drug increasingly
associated with cases of drug-facilitated sexual assault (DFSA). Currently,
expanding procedures of analysis and having forensic evidence of GHB
intake in a long term are mandatory. Up to now, most studies have been
performed using GC/MS and LC-MS as analytical platforms, which involve
significant manipulation of the sample and, often, indirect measurements.
In this work, procedures used in NMR-based metabolomics were applied
to a GHB clinical trial on urine and serum. Detection, identification,
and quantification of the drug by NMR methods were surveyed, as well
as the use of NMR-based metabolomics for the search of potential surrogate
biomarkers of GHB consumption. Results demonstrated the suitability
of NMR spectroscopy, as a robust nondestructive technique, to fast
and directly monitor (detect, identify, and quantify) exogenous GHB
in almost intact body fluids and its high potential in the search
for metabolites associated with GHB intake