All five analytes are polar molecules with medium masses, so they can be detected by a TripleQuad detector using an ESI source. To minimize the matrix effect, the analytes need to be separated from extremely polar impurities in the matrix in chromatographic condition and by sample preparation. Regarding chromatographic condition, the polar impurities in the plasma matrix were mostly not retained on reversed-phase chromatographic columns. For sample preparation, most impurities are soluble in water and practically insoluble in non-polar solvents. Moreover, all analytes are acidic molecules and can be dissolved in non-polar solvents (logP >2). Thus, to prolong the retention time of the analytes (especially EZM-G), the study was directed towards preparing samples by liquid-liquid extraction following separation on reversed-phase chromatographic columns using an acidic mobile phase.
3.1. LC-ESI- MS/MS method development
It was observed that EZM and EZM-G were only ionized in negative mode, while ATOR, o-OH ATOR and p-OH ATOR were able to be ionized in both positive and negative mode (the positive showed higher responses than the negative). Thus, in this study, EZM and EZM-G were analyzed in negative ion mode, while ATOR, o-OH ATOR and p-OH ATOR were in positive ion mode for high sensitivity.
According to the scan mass spectra, the parent ions as deprotonated molecule ions [M-H]- at m/z 408 and 584 were found for EZM and EZM-G, respectively, while protonated molecule ions [M+H]+ at m/z 559, 575 and 575 were presented as parent ions for ATOR, o-OH ATOR and p-OH ATOR, respectively.
By SIM mode without chromatographic columns, the dependence of parent ions’ response on variable parameters including the buffer, acidic solutions and concentrations of acidic solutions was studied to select the most suitable water phase. With a fixed pH of 3.0, in comparison with the ammonium formate buffer, the ammonium acetate buffer showed higher responses for the groups of two EZM compounds while lower for the group of three ATOR compounds. However, the ammonium acetate buffer (pH 3.0) showed lower responses compared to a 0.1% solution of acetic acid (pH 2.6). Therefore, the acetic acid solution was further considered. After reviewing the concentration range of 0.1–0.5%, we selected 0.5% as the acetic acid solution’s concentration to ensure suitable sensibility for all analytes. Higher concentrations were not necessary, due to instrument durability.
From parent ions achieved in the full scan mass spectra, the daughter ions were determined by product ion scan spectra. Fragmentations of the parent ions to daughter ions were consistent with data found on MassBank of North America (MoNA) and our proposed fragmentation mechanism (
Figure 2 and
Figure 3). The product ion spectra are provided in
Figure 1. The parent ions and daughter ions are shown in
Table 1.
Figure 1.
Production scan spectra of analytes.
Figure 1.
Production scan spectra of analytes.
Table 1.
Critical tandem mass spectrometer parameters.
Table 1.
Critical tandem mass spectrometer parameters.
Analytes |
Sources |
Parent ions (m/z) |
CE (V) |
Daughter ions (m/z) |
Quantitative ions |
Reference ions |
EZM |
ESI (-) |
408 |
17 |
271 |
284, 214, 175 |
EZM-G |
ESI (-) |
584 |
31 |
271 |
284, 214, 175 |
ATOR |
ESI (+) |
559 |
-23 |
440 |
380, 292, 250 |
o-OH ATOR |
ESI (+) |
575 |
-24 |
440 |
380, 292, 250 |
p-OH ATOR |
ESI (+) |
575 |
-24 |
440 |
380, 292, 250 |
Figure 2.
Proposed fragmentation mechanism for EZM and EZM-G.
Figure 2.
Proposed fragmentation mechanism for EZM and EZM-G.
Figure 3.
Proposed fragmentation mechanism for ATOR (center), o-OH ATOR (right) and p-OH ATOR (left).
Figure 3.
Proposed fragmentation mechanism for ATOR (center), o-OH ATOR (right) and p-OH ATOR (left).
As using an acidic mobile phase, all five acidic analytes were able to be retained on the reversed-phase chromatographic column. They were separated from each other and from polar impurities in the matrix due to differences in solubility and distribution. After chromatographic parameters were considered, the samples were analyzed on a Zorbax XDB C8 (50 mm × 4.6 mm; 3.5 μm) column during 4.3 mins using a mixture of acetonitrile and a 0.5% solution of acetic acid (45:55) as mobile phase at a flow rate of 1.0 mL/min. The mobile phase and the column were warmed and kept at 40 oC to reduce system pressure.
3.2. Optimization of sample preparation
To reduce the amount of unexpected impurities analyzed on chromatographic columns, thereby minimizing the matrix effect and improving sensibility, it is necessary to carry out suitable sample preparation. Protein precipitation (PPT), liquid-liquid extraction (LLE) and solid-phase extraction (SPE) are the most common biological sample preparation methods.
The expense per sample extracted by SPE is high, making it uncommon in developing countries where simple extraction at lower cost is required. As a result, SPE was not selected in this study in spite of its applicability for extracting analytes from complicated matrices and the possibility of automation.
Due to simple and fast processing, PPT with two solvents (methanol and acetonitrile) was investigated. Eliminating almost only macromolecules like proteins in plasma, PPT gave high extraction efficiency (>60%) for all analytes but the matrix effect was extremely serious. Moreover, to improve sensibility, extracts (containing water and the solvent) ought to be enriched by drying and redissolved, which was time-consuming. Thus, PPT was not selected in this study.
Past studies extracted EZM and three compounds of the ATOR group from plasma using LLE with common solvents including methyl tert-butyl ether, ethyl acetate and a mixture of them with/without acidification. In fact, it is not possible to extract the metabolite EZM-G by these non-polar solvents (recovery < 10%), due to the high polarity and high water-solubility of this glucuronide conjugate. However, it is observed that the higher the polarity of the solvent, the higher the recovery of EZM-G. Therefore, using more polar solvents than ethyl acetate can increase the extraction efficiency of EZM-G. Nevertheless, such solvents (e.g., tetrahydrofuran, isopropanol, acetonitrile) are mixed with water to a homogeneous solution so that they cannot be applied in LLE without special effects. Though known for a long time, the salting-out effect has only recently been used to assist LC-MS/MS bioanalysis: this technique is called salting-out assisted liquid-liquid extraction (SALLE). The salting-out effect is the decrease in the solubility of substances in the aqueous phase in the presence of salts, leading to three consequences: protein precipitation, a decrease in the solubility of analytes, and phase separation which would well assist LLE.
In a typical SALLE procedure for bioanalysis, initially, analytes exist in plasma (aqueous phase). After the protein precipitate is mixed with a water-miscible solvent (acetonitrile) as a homogeneous mixture, a saturated salt solution is added to cause phase separation. After that, the extraction takes place. Involving both protein precipitation and an LLE procedure, the SALLE technique shows better extraction efficiency for polar analytes from polar matrices than typical LLE, and a reduced matrix effect in comparison to PPT.
In previous SALLE studies, acetonitrile and a 2 M solution of magnesium sulfate in water were used as the most common water-miscible organic solvent and the most effective salting-out agent, respectively. Following previous studies on these agents, we tested parameters including acidification, acetonitrile-to-plasma ratios, salt solution-to-plasma ratios to get suitable extraction efficiency and a minimum matrix effect. The reconstituted solvents were also tested for best ionization.
All analytes are acidic, so acidifying agents were added to ensure that they existed as base molecules. An HClO4 solution (4%) was tested in a volume range of 0-100 μL. The results showed that acidification did not improve the extraction efficiency and the matrix effect. Thus, acidification with a strong acid (such as HClO4) was not necessary for SALLE preparation.
It was observed that the higher the acetonitrile ratio (from 2 to 4), the higher the extraction efficiency (60–80%), and the bigger the matrix effect (100–140%). The drying time was expanded while the sensibility was not improved significantly. Thus, an acetonitrile-to-plasma ratio of 2:1 was suitable for the procedure.
The effect of salt solution-to-plasma ratios was also tested. In the range of 1 to 3, the extraction efficiency and the matrix effect did not change significantly. With a ratio of 2:1 or higher, phase separation took place completely, while a ratio lower than 2:1 did not lead to the same phenomenon. Therefore, we selected 2:1 as the MgSO4 2M-to-plasma ratio.
Methanol and acetonitrile were the most common reconstitution solvents due to their solubility, but the addition of an aqueous solution to these organic solvents could result in higher ionization. Methanol gave higher responses for all analytes than acetonitrile. Using a mixture of methanol and water gave higher responses than using only methanol, and acidification with formic acid caused lower ionization. As a result, a mixture of methanol and water was chosen as reconstitution solvent in this study.
In conclusion, typical LLE with non-polar organic solvents was effective for extracting EZM, ATOR, o-OH ATOR and p-OH ATOR, but was not for EZM-G. PPT eliminated almost all proteins while keeping analyte solutes. Therefore, the recovery was high but the matrix effect was serious and analytes were diluted, which would result in reducing sensibility. SALLE, as a combination of PPT and LLE, shows efficiency in extraction, reduces the matrix effect, increases sensitivity and shortens the analysis time.
Figure 4.
Extraction efficiency (RE) and matrix factor (MX) after plasma samples were extracted by PPT (A), LLE (B) and SALLE (C).
Figure 4.
Extraction efficiency (RE) and matrix factor (MX) after plasma samples were extracted by PPT (A), LLE (B) and SALLE (C).
3.3. Method validation
3.3.1. Specifications, selectivity
All compounds in the same group (the group of EZM compounds and that of ATOR compounds) had the same quantitative ions, despite having different parent ions. Especially, o-OH ATOR and p-OH ATOR had the same parent ions and product ions. Therefore, it is essential to separate the compounds in the same group on chromatograms.
At the LLOQ concentration level, the chromatogram of our samples showed an EZM peak at Rt = 2.52, while an EZM-G peak at Rt = 0.82. Moreover, the ATOR peak was at Rt = 3.77, while those of o-OH ATOR and p-OH ATOR were at Rt = 2.97 and Rt = 1.12, respectively. All peaks were completely separated on the chromatogram.
Chromatograms of blank plasma showed no peak at the positions of our analytes and IS.
Figure 5.
Chromatograms of blank plasma sample, LLOQ and MQC level plasma samples.
Figure 5.
Chromatograms of blank plasma sample, LLOQ and MQC level plasma samples.
3.3.2. Linearity
Calibration curves were designed to cover the range of 0.06–15 ng/mL, 0.6–150 ng/mL, 0.4–100 ng/mL, 0.12–30 ng/mL, and 0.05–3 ng/mL for EZM, EZM-G, ATOR, o-OH ATOR, and p-OH ATOR, respectively. All analytes were analyzed with linear models using a weighting factor 1/x2 that showed a strong correlation (r > 0.99). The results are provided in 0.
Table 2.
Linearity for analytes in human plasma.
Table 2.
Linearity for analytes in human plasma.
Analyte |
Range (ng/mL) |
Equation ŷ = ax + b, weighting factor 1/x2
|
a |
b |
R2
|
EZM |
0.06–15 |
0.0688 |
0.0007 |
0.9974 |
EZM-G |
0.6–150 |
0.0060 |
-0.0001 |
0.9941 |
ATOR |
0.4–100 |
0.0265 |
-0.0008 |
0.9951 |
o-OH ATOR |
0.12–30 |
0.0147 |
-0.0003 |
0.9959 |
p-OH ATOR |
0.05–3 |
0.0595 |
-0.0001 |
0.9932 |
3.3.3. Recovery and matrix effect
After extracted by the SALLE procedure, all analytes and IS showed high and stable extraction efficiency. Especially, the recovery of EZM-G was above 85%. The results suggest that the extraction procedure was reproducible.
It was observed that the signal of EZM-G was suppressed (MF 85.94–91.30%) and that of p-OH ATOR was enhanced (MF 129.18–129.28%). However, the matrix effect was stable over lots of blank plasma, the accuracy and precision results were reliable, suggesting that the method could be applied in practice.
3.3.4. Accuracy and precision
The intra- and the inter-day precision data are summarized in
Table 3, suggesting that our results were reliable.
3.3.5. Low limit of qualification
At concentrations of 0.06, 0.600, 0.400, 0.122 and 0.050 ng/mL for EZM, EZM-G, ATOR, o-OH ATOR and p-OH ATOR, respectively, the signal-to-noise ratios were above 5.0 while results showed good accuracy and precision. Thus, these concentrations were regarded as LLOQ of the method.
3.3.6. Carry-over
The chromatogram of the blank sample after ULOQ injection showed no peak at the positions of analytes and IS.
3.3.7. Stability
The stability of analytes and IS was extensively evaluated in stock solutions, in plasma samples and in wet extract samples under different storage conditions.
Both stock solutions and plasma samples were kept stable after stressed in bench-top condition at room temperature for up to 6 hours, and after a minimum of 67 days at ultralow refrigerated temperature (<-70 °C). Plasma samples were also stable after three freeze-thaw cycles. Accuracy and precision results were reliable after the wet extract samples were kept at 15 oC in an autosampler for 45 hours.
The results of different stability experiments are shown in
Table 4.