key: cord-0947166-mr1yv95q
authors: Hu, Chunhui; Gan, Xuehui; Jia, Qiangqiang; Gao, Pan; Du, Tao; Zhang, Fabin
title: Optimization of supercritical-CO(2) extraction and pharmacokinetics in SD rats of alkaloids form Sophora moorcroftiana seed
date: 2022-02-28
journal: Sci Rep
DOI: 10.1038/s41598-022-07278-1
sha: b1e8b5ece9299225513981a06cfb6810b5455451
doc_id: 947166
cord_uid: mr1yv95q

The total alkaloids extracted from the seeds of Sophora moorcroftiana (TAs-SM) have the potential to treat alveolar echinococcosis, a disease included by the WHO in a list of 17 key neglected diseases world-wide. The aims of the current study were first to develop a supercritical fluid extraction (SFE) method for optimizing TAs-SM extraction, and second, to develop an optimized method for evaluating TAs-SM pharmacokinetics in vivo. The Box–Behnken response surface method was used to optimize the extraction process, and ultra-high liquid chromatography coupled with high resolution electrospray mass spectrometry (UPLC-HR-ESI-MS) was used to determine the pharmacokinetics of TAs-SM in SD rats. The results indicated the following optimal SFE extraction conditions: pressure = 31 MPa, temperature = 70 °C, time = 162.18 min. With these parameters, total alkaloids could be extracted from each gram of S. moorcroftiana, with the total content being 68.88 μg. The linear range of UPLC-HR-ESI-MS is 0.78–200.00 ng/ml, R(2) > 0.99, and the sample recovery is 99–113%. The precision, accuracy, selectivity and stability of the method meet the requirements of US FDA guidelines. To our knowledge this study is the first to establish an SFE method for extracting TAs-SM and the first to employ UPLC-HR-ESI-MS for measuring TAs-SM in rats. These findings provide important contributions for using TAs-SM in further drug development and clinical applications.

Experimental design for Box-Behnken response surface method. Following the results of the single factor experiments, pressure, temperature and extraction time were chosen as the key SFE-CO 2 parameters, with the parameter values that had optimized extraction in the experiments. The subsequent experimental design was a response surface experiment with three factors and three levels ( Table 1) . After calculating the fitting equation, the optimum conditions for the fluid extraction of TAs-SM through pole picking were applied to the SFE-CO 2 extraction method to optimize the process.

A Dionex Ultimate 3000 RSLC system (Thermofisher) combined with an Accucore aQ C 18 column (150 mm × 2.1 mm, 2.6 μm, Thermo fisher) was used in the sample separation process, and the separation speed was set at 0.3 μL/min for all the gradients. 1 μL of injection volume and a constant temperature of (25 ± 1) °C were adopted in the column. The eluents were A, water with 0.1% formic acid (v/v) and B, methanol, and the gradient program was as follows: 0-6 min, 8-40% B; 6-8 min, 40-100% B; 8-10 min, 100% B; 10-11 min, 100-8% B; 11-13 min, 8% B.

Mass spectrometry conditions. Heated electro-spray ionization (HESI) was paired with a Q-Orbitrap MS in the MS analysis. The flow rate of auxiliary, sheath and sweep gas were set at 35, 10 and 1 (arbitrary unit), respectively. A full MS-ddMS 2 mode was used to perform the analysis. The damping gas was in the C-trap and nitrogen was used to stabilize the spraying. Temperatures of 350 °C and 320 °C were set and kept for the auxiliary gas heater and capillary. Under negative mode, 3.0 kV was adopted for the spray voltage, 60 V was used for the S-lens RF level, 50 ms was used for the maximum injection time, and 3.0 e 6 was set as the automatic gain control target. Full MS-ddMS 2 scan ranged from 150.0000 to 800.0000 m/z. Precise molecular weight [M-H] + was used for qualitative analysis, the corresponding peak area was used for quantitative analysis, and MS 2 fragments were used for further qualitative analysis. 28 and included determination of selectivity, linearity, lower limit of quantitation (LLOQ), accuracy, precision, matrix effect, recovery and stability. 24 .00, 12.00, 6.00, 3.00, 1.50, and 0.75 ng/mL. The assay was performed according to the UPLC-HR-ESI-MS conditions (see "UPLC-HR-ESI-MS analysis" section) and depending on the concentrations of the ingredients to be tested. The linear regression equation was evaluated by taking the ratio of the peak area ratio of each analyte to the IS as the ordinate, and using the weighted least square method. The lower limit of detection (LLOD) and the LLOQ were determined as the concentrations at signal-to-noise ratios of 3 and 10, respectively.

Accuracy and precision. Five standard plasma QC samples with low, medium and high drug concentrations were taken, and each concentration was measured in parallel five times, three times a day for three consecutive days. The concentrations of matrine, oxymatrine, sophocarpine and sophoridine in the samples were calculated, and the intra-day and inter-day precision and accuracy of the method were evaluated.

Extraction recovery and matrix effects. QC samples with low, medium and high concentrations (n = 5) were taken to analyze the chromatographic peak areas of matrine, oxymatrine, sophorine, sophoridine and IS compounds, and the extraction recoveries were determined. Matrix effects were evaluated by comparing the peak area of QC samples added to blank plasma and the same concentration of pure standard solution (n = 5).

Stability. QC samples (n = 5) with low, medium and high concentrations of standard plasma were prepared. The sample concentrations were determined at 25 °C for 24 h, 4 °C for 24 h and-80 °C for 15 d, with repeated freezing and thawing three times.

A cross-over design was employed with male SD rats (n = 10) to evaluate in vivo pharmacokinetics. The rats were subjected to fasting one night before each administration and were fed 4 h after administration. TAs-SM were given by gavage (3 mg/kg). Blood was collected under isoflurane anesthesia at a flow rate of 2.0 mL/min. At 0.25, 0.5, 1, 2, 2.5, 3, 4, 6, 8, 12 and 24 h after administration, 200-400 μL blood was collected from the orbital venous plexus and centrifuged at 13,200 rpm for 5 min. The upper plasma was stored at − 80 °C for testing.

After plasma sample melting, we took 100 μL, added an equal volume of mass spectrometry grade methanol, vortexed the sample for 1 min, centrifuged the sample at 13,000 rpm for 5 min. We then took 100 μL of the supernatant, added 100 μL of 200 ng/mL mebendazole IS solution, vortexed the sample for 1 min, and finally centrifuged the sample at 13,000 rpm for 5 min. The resulting sample was injected by UPLC-HR-ESI-MS with an injection volume of 1 μL. The pharmacokinetic study of SD rats was performed according to the standards recommended by the "Guidelines for the Care and Use of Laboratory Animals" (Animal Laboratory Resources Institute, 1995) and was approved by the Institutional Animal Care and Use Committee of Qinghai University. All animal experimental methods reported in this study were in accordance with Animal Research: Reporting of In Vivo Experiments (ARRIVE) guidelines 2.0 29 .

Data statistics and analysis. SPSS 22 .0 software was used for statistical analysis. The measurement data were expressed as mean ± standard deviation. The comparison of multiple samples was analyzed by ANOVA, with a significance level of P < 0.05. Figures were created using GraphPad Prism 8.3.0 software. Design Expert 8.0 software was used to fit the experimental data for the Box-Behnken modeling of the response surface. The pharmacokinetic parameters were assessed by non-compartment model analysis using Das 3.2.8.

Optimization of SFE-CO 2 . Single factor experiments. SFE-CO 2 single factor screening results showed that the extraction amount increased with the increase of extraction pressure (F = 29.490, P < 0.001), with a smaller increase in TAs content from 17 to 24 MPa, and a larger increase from 24 to 31 MPa.

Increasing extraction temperature also significantly increased TAs extraction (F = 6.395, P = 0.033). When the extraction temperature increased from 50 to 70 °C, the content of TA increased. The increase in TAs extracted was larger when the temperature increased from 50 to 60 °C than when it further increased from 60 to 70 °C.

Finally, increased extraction time was associated with increased TAs content (F = 22.030, P = 0.002), and this was most marked from 60 to 120 min, with a smaller change from 120 to 180 min.

Other experiments showed that there was no significant effect on extraction of alkalization time, entrainer concentration or sample crushing time (P > 0.05). The experimental results are shown in Table 2 Table 4 .

Interaction effects in the Box-Behnken response surface analysis. The effects of the interaction of the three factors (pressure, temperature, and extraction time) on the TAs extraction efficiency were investigated. The more tortuous the response surface is, the more intense the color change is, indicating a stronger interaction. There was no significant interaction between extraction pressure and temperature (F = 9.03, P = 0.198). The slope of the response surface curve was small, and the color change trend was not evident. There was a significant interaction between extraction time and pressure (F = 8.25, P = 0.024). Finally, there was a significant interaction between extraction time and temperature (F = 72.18, P < 0.001), and the response surface had obvious slope and strong color contrast. The results are shown in Fig. 3 .

Validation experiment. Based on the established mathematical model, we carried out parameter optimization analysis and the extremums of factors A, B and C were calculated. The results indicated that when the extraction pressure was 31 MPa, the extraction temperature was 70 °C and the extraction time was 162.18 min, the model predicted the highest TAs extraction, with a predicted value of 68.88 μg/g. The mean value of the validation Table 3 . Design and results of response surface optimization for extraction conditions (n = 5). www.nature.com/scientificreports/ experiment was 68.67% μg/g (n = 3), which is close to the model's predicted value. The model has a small error and successful fitting. The results of the validation experiment are shown in Table 5 .

In recent years, an increasing number of studies in traditional Chinese medicine have utilized SFE-CO 2 to extract effective components 30, 31 . Compared with traditional organic extraction methods, SFE has many advantageous characteristics, such as high extraction capacity, improved extraction efficiency and ease of industrialization 32 . When Hegel et al. 31 used SFE-CO 2 to extract alkaloids from plants, they found that higher concentrations of alkaloids were obtained by SFE-CO 2 than by using the conventional solvent methanol. Likewise, A.R. Guedes et al., extracted synapenium grantii hook F. using conventional solvents and the method of SFE-CO 2 plus ethanol; using SFE-CO 2 improved the resulting target components by nearly 10 times compared to ethanol extraction 33 . Given this evidence that SFE-CO 2 extraction is more efficient and more successful at guaranteeing the biological activity of the extract, we chose SFE-CO 2 for the extraction of TAs-SM.

For the extraction of alkaloids by SFE-CO 2 , previous research suggests that pressure, temperature, extraction time, alkalization treatment time, crushing particle size, and entrainer concentration all affect the experimental results 31,32,34-36 . Thus, we included these factors in our single factor experiments. The results of the single factor experiments demonstrated that some of these factors did not affect extraction, including alkalinization treatment time, particle size, and entrainer concentration. Table 6 . The LLOQs values of the four alkaloids were all 1 ng/mL (S/N > 10), which was sufficient for the quantitative study of the four alkaloids in the pharmacokinetics of low-dose drugs.

Accuracy and precision. The intra-day and inter-day accuracy ranges of the four alkaloids were 0.64-7.99% and 0.64-7.60%, respectively; The intra-day and inter-day precision ranges were 0.65-6.08% and 0.51-7.65%, www.nature.com/scientificreports/ respectively. All of these values are less than 10%, meeting the requirements of accuracy and precision 28 . The results are shown in Table 7 .

Extraction recovery and matrix effect. The recoveries of the four alkaloids at low, medium and high concentrations ranged from 0.52 to 5.54%, and the matrix effect ranged from 0.33 to 3.84%, which was in the range of 85-115% of biological samples (Table 8) .

Stability. The stability of the four alkaloids at 25 °C for 24 h, 4 °C for 24 h, and − 80 °C for 15d are shown in Table 9 . The RSD ranged from 0.63 to 5.92%, which met the requirements of biological sample determination. The results showed that the four alkaloids had good stability.

After the orally-administered TA underwent hepatic metabolism, bimodal phenomenon occurred in all four alkaloids. Matrine first decreased in blood and then peaked at about 6 h with a mean value of 318.65 ng/mL. The in vivo blood concentration of oxymatrine was extremely low, with the highest mean concentration at 3 h, at 1.4 ng/mL; after 6 h, oxymatrine was barely detectable in the blood, which might be related to the low amount of oxymatrine extracted at the time of extraction. The trend for sophorine was the same as matrine, first decreasing and then increasing, with the lowest value reached at 2 h, with an average concentration of 16.81 ng/mL. Then serum concentration began to rise after 2 h and reached a peak value at 6 h with an average concentration of 35.89 ng/mL, and there was essentially www.nature.com/scientificreports/ Table 7 . Inter-and intra-day accuracy and precision for the determination of total alkaloid in rat plasma (n = 5).

Inter-day Intra-day Table 8 . Extraction recovery and Matrix effect for the assay of total alkaloid in rat plasma (n = 5). Fig. 6 . Based on the known pharmacokinetic parameters (Table 10) , the four alkaloids differed in their half-life, with the fastest metabolized being sophorine, which had a t 1/2 = 2.64 ± 1.15 h, and the slowest metabolized being sophoridine which had a t 1/2 = 6.02 ± 1.38 h. There were also differences in peak concentration (C max ) and peak time (T max ): For oxymatrine (C max = 2.28 ± 1.02 ng/mL), T max was the fastest (1.39 ± 1.27 h). The C max of matrine was the highest (381.20 ± 29.51 ng/mL). There was also a difference in the area under the drug-time curve, with the largest AUC (0−t) for matrine (3797.53 ± 615.89 h/ng/mL) and the smallest for oxymatrine (3.36 ± 1.69 h/ng/ mL).

In this study, UPLC-HR-ESI-MS was used for the first time to establish an in vivo detection method for the four alkaloids extracted from SM. The methodological validation of each index was within the regulation range, indicating that the established detection method was accurate and reliable, and the study of the in vivo pharmacokinetics of total alkaloids in rats was feasible with this method. Meanwhile, the pharmacokinetic examination of the TAs-SM found that the blood concentrations of all four alkaloids exhibited bimodal profiles in normal SD rats. This may be because after entering rats, the TAs-SM obtained by SFE-CO 2 underwent enterohepatic circulation.

The available methods for multiple blood sampling in a short period of time include tail vein, jugular vein and retro-orbital sampling 37 . In the pre-experiment, it was found that subcutaneous congestion occurred in the tail after blood collection from the tail vein sampling at several sampling points, resulting in the failure of the experiment. Jugular vein sampling needs a special and biocompatible hose. However, due to the COVID-19, we can't purchase such a hose. Finally, we had to choose retro-orbital sampling with relatively poor animal welfare. Retro-orbital sampling is one of the recognized blood collection techniques in rats. Blood collection under anesthesia can ensure that animals can collect blood in a painless state, and eye treatment can be given in time after blood collection. Further for retro-orbital sampling no pre-study preparation like cannulation is required before dosing the animals 38 . It conforms to the 3R principle and the rigorous protocol adopted by the animal ethics committee. www.nature.com/scientificreports/ It can be seen from the figure that the C max of oxymatrine is (2.28 ± 1.02) ng/mL, which is close to the lower limit of quantification, which is theoretically unconventional. This is due to the fact that oxymatrine is easily reduced to matrine in the body, resulting in a lower content 39, 40 . However, in order to clarify the pharmacokinetic behavior of the four alkaloids in the body, we have determined the C max of oxymatrine and it was also reported.

Evidence of bimodal profiles is inconsistent with the reported pharmacokinetic behavior of alkaloid monomers 41 . This may reflect the multi-component characteristics of traditional Chinese medicines: most traditional Chinese medicines contain a large group of components with the same parent nucleus. Under the environmental conditions in the body, these components are easy to transform into each other, and the mutual transformation of the components will lead to the concentration of a certain component rising again, resulting in multi-peak phenomenon. In this study, matrine, oxymatrine, sophorine and sophoridine are all quinolizidine alkaloids with the same parent nucleus. Therefore, these alkaloids can easily be transformed into each other in vivo and create bimodal or multi-modal phenomena.

Several limitations to this study exist. Firstly, due to the limited experimental conditions in animal study, researchers chose retro-orbital sampling instead of intubation blood collection, which has better ethics. In the future, researchers will pay more attention to the ethical of animal study. Secondly, the supercritical extraction method used in this study is only suitable for small-scale preparation. There is still a lot of work to be done in the future on how to convert small-scale preparation into large-scale production. Finally, in the pharmacokinetic, the drug concentration-time curve of the four alkaloids in rats showed a multi-peak phenomenon. We speculated that this may be related to the related transformation between alkaloids by consulting the literature, but the specific scientific basis needs further research and confirmation.

In this study, an SFE-CO 2 method for extracting TAs-SM was established and optimized for the first time. The results of a Box-Behnken response surface analysis indicate that the optimal extraction SFE conditions are as follows: pressure = 31 MPa, temperature = 70 °C, time = 162.18 min; with these parameters the TAs were extracted from each gram of SM, with the total content being 68.88 μg. In order to further analyze the drug metabolism behavior of TAs in vivo, we established for the first time a sensitive quantitative analysis method using UPLC-HR-ESI-MS. This method was successfully applied to the study of the pharmacokinetics of matrine, oxymatrine, sophorine, and sophoridine after an oral administration. The TA pharmacokinetic curves all showed bimodal profiles, which may reflect the multi-component characteristics of traditional Chinese medicine.

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This research is supported by a research grant provided by independent project of the State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University (2019-ZZ-01) and the China National Nature Science Foundation (No. 81960641).

All authors have contributed to the design of the study, carrying out of the experiments, data analysis and preparation of the manuscripts.

The authors declare no competing interests.

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