4.1 Model fitting and statistical analysis
The results of 17 experimental runs using Box-Behnken Design along with the measured and predicted values for both responses (Y) for each trial in the experiment are shown in Table 1. In addition, the ANOVA results are presented in Table S2. The correlation coefficient (R2) value of Y was 0.9833. The results revealed that the developed models for responses were significant (P < 0.0001). The value of R2Adj (0.9618) suggested that the yield of total saponins was attributed to the independent variables. To analyse the effects of the independent variable on the extraction yield of total saponins, the following second-order polynomial equation was generated: Y=19.11000+0.017500A-0.15750B+0.19250C+0.36750AB-0.15750AC+0.36750BC-0.88375A2- 1.233752-0.11375C2
According to the variance analysis of the regression equation in Table S2, the model's P-value was less than 0.05, which suggested that the difference in the model was statistically significant. The lack of fit was 0.059, with no statistically significant difference (P > 0.05), indicating that the model was great for fitting in this experiment. Table S2 shows the influence of AB, A2, B2, and C2 on the yield of total saponins, with statistically significant differences (P < 0.01). The P-value of B was 0.0355 and that of C was 0.0156, with statistically significant differences (P<0.05).
4.2 Influence of the process variables on the total saponin extraction yield
The response surface plots on the extraction yield of total saponins (Y) are illustrated in Figure S1. When the ethanol concentration increased from 10 to 70%, the yield of total saponins increased steadily. We speculated that the water-soluble constituents of O. elatus Nakai, such as polysaccharides, proteins, and pigments were soluble in low concentrations of ethanol and affected the total saponin content. When the concentration was 70%, the high concentration of ethanol inhibited expansion of the plant cells. As illustrated in Figure S1, the maximum yield was achieved at 80 °C. By increasing the temperature, the molecular movement is accelerated, and increased the solubility of the saponins. But, when the temperature above 80 °C, the yield was slight reduce. May be the saponins in O. elatus Nakai are heat-unstable compounds. Overall, the total saponin extraction process predicted by the model was as follows: ethanol concentration of 70%, solvent/raw material ratio of 30 mg/mL, extraction temperature (80 °C), and time 60 min.
4.3 The effect of ONE in the open field test
As shown in Figure 1, compared with the control, the number of times entered the open field centre and the central stay time of the high-dose ONE group were significantly prolonged. It was confirmed that a specific dose of ONE indeed improves the anxiety of mice. These results also demonstrated that GE, like other ginseng varieties, can increase rodent locomotor activity in open field experiments.
4.4 The effects of ONE in the EPM test
As shown in Figure 2, These results suggested that ONE had an anxiety-like effect. In addition, the anti-anxiety effect was thought to be beneficial because it has not been reported as a side effect of dyskinesia. Notably, one of its characteristics was observed in this study.
4.5 The effects of ONE in the cold swimming test
Compared with the control group, the mice treated with ONE showed a significant increase in the incubation period of swimming in the experiments. The mice treated with GE also showed a considerable increase in the incubation period in the acute experiments (Figure S2). These results indicated that ONE and GE had anti-fatigue and anti-stress properties. This result supported the adaptability of ginseng products. Previous studies have shown that ginseng can enhance endurance and promote survival in the cold, during fatigue, and in other stressful conditions. Therefore, the cold swimming test results indicated that ONE, like other ginseng species, could improve physiological endurance.
4.6 Locomotor activity of drosophila
We found that after treatment with ONE (0.25% for females, 4.00% for males), they were significant decrease in all-daytime compared to the control group (Figure 3; A, B), while ONE had no effect during the daytime (Figure 3; C, D). However, at night, ONE decreased the number of locomotor activities (Figure 3; E, F). The administration of 4.00% GE shortened the locomotor counts in both male and female drosophila. It means that ONE could reduce the locomotor activities of drosophila throughout the all-daytime and especially at night, and may have different effects based on sex.
4.7 Sleep time of drosophila
Figure 5 shows that compared with the control group, GE at a concentration of 4.00% had a significant effect on the increase in the all-day time of drosophila (Figure 4; A, B), but 2.00% and 4.00% ONE groups significantly decreased during the daytime (Figure 4; C, D). After treatment with 0.50 and 2.00% GE at night, the sleeping time decreased, while when treated with 4.00%, the sleeping time increased. In contrast, the ONE groups (0.50, 2.00 and 4.00% for females, 0.5 and 4.00% for males) displayed an increased sleeping time (Figure 4; E, F). Simultaneously, we counted the number of sleep episodes, as displayed in Figure S3, the results are consistent with sleep time. In short, the above results showed that ONE could significantly prolong the sleeping time at night, while the influence on females was adverse during the day. In comparison, the effects of GE on the sleeping time were as follows: the low dose decreased and the high dose increased the sleeping time.
4.8 Sleep rhythm of drosophila
To determine whether ONE affected sleep rhythms, we measured the sleep rhythm of drosophila over the whole day (Figure 5). Although the period was slightly increased for male drosophila over the last 12 h relative to that in control animals, sleep rhythms were as clearly defined for female drosophila during the night time period as those in the controls. This phenomenon was most obvious when the concentration of ONE was 0.500%. Thus, ONE has a minor impact on sleep but strong effects on circadian rhythms.