Figure 1.
Effects of CAVO on weight change and behavioral outcomes. (A) Weight changes during the experimental period. (B) The movement trajectories of rats. Red dot: The initial position of the rats at the beginning of the experiment. Blue dot: The final position of the rats at the end of the experiment. (C) Comparison of behavioral outcomes among different groups after treatment. There were 10 animals in each group. Data were presented as individual data points with mean ± SD. Compared with the sham group, ## p < 0.01. Compared with the model group, * p < 0.05; ** p < 0.01. The data of sucrose preference and total distance of movement were normally distributed and had homogeneous variances. Therefore, one-way ANOVA was used. Sucrose preference: F(5, 54) = 13.70, p = 1.23 × 10−8; total distance of movement: F(5, 54) = 9.41, p = 1.72 × 10−6. Post hoc pairwise comparisons were performed using the LSD method. Sucrose preference: compared with the sham group, pModel = 1.67 × 10−10; compared with the model group, pKetamine = 6.41 × 10−6, pCAVO L = 1.19 × 10−2, pCAVO M = 5.58 × 10−4, pCAVO H = 3.03 × 10−3. Total distance of movement: compared with the sham group, pModel = 2.39 × 10−8; compared with the model group, pKetamine = 1.16 × 10−3, pCAVO L = 1.02 × 10−1, pCAVO M = 7.59 × 10−3, pCAVO H = 1.43 × 10−2. The variance of FST was uneven, and the Welch test was used. FST: F(5, 24.69) = 51.67, p = 2.78 × 10−12. Post hoc pairwise comparisons were performed using Tamhane’s T2. Compared with the sham group, pModel = 6.48 × 10−13; compared with the model group, pKetamine = 3.93 × 10−12, pCAVO L = 3.33 × 10−9, pCAVO M = 1.07 × 10−10, pCAVO H = 9.44 × 10−10.
Figure 1.
Effects of CAVO on weight change and behavioral outcomes. (A) Weight changes during the experimental period. (B) The movement trajectories of rats. Red dot: The initial position of the rats at the beginning of the experiment. Blue dot: The final position of the rats at the end of the experiment. (C) Comparison of behavioral outcomes among different groups after treatment. There were 10 animals in each group. Data were presented as individual data points with mean ± SD. Compared with the sham group, ## p < 0.01. Compared with the model group, * p < 0.05; ** p < 0.01. The data of sucrose preference and total distance of movement were normally distributed and had homogeneous variances. Therefore, one-way ANOVA was used. Sucrose preference: F(5, 54) = 13.70, p = 1.23 × 10−8; total distance of movement: F(5, 54) = 9.41, p = 1.72 × 10−6. Post hoc pairwise comparisons were performed using the LSD method. Sucrose preference: compared with the sham group, pModel = 1.67 × 10−10; compared with the model group, pKetamine = 6.41 × 10−6, pCAVO L = 1.19 × 10−2, pCAVO M = 5.58 × 10−4, pCAVO H = 3.03 × 10−3. Total distance of movement: compared with the sham group, pModel = 2.39 × 10−8; compared with the model group, pKetamine = 1.16 × 10−3, pCAVO L = 1.02 × 10−1, pCAVO M = 7.59 × 10−3, pCAVO H = 1.43 × 10−2. The variance of FST was uneven, and the Welch test was used. FST: F(5, 24.69) = 51.67, p = 2.78 × 10−12. Post hoc pairwise comparisons were performed using Tamhane’s T2. Compared with the sham group, pModel = 6.48 × 10−13; compared with the model group, pKetamine = 3.93 × 10−12, pCAVO L = 3.33 × 10−9, pCAVO M = 1.07 × 10−10, pCAVO H = 9.44 × 10−10.
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Figure 2.
Histopathology changes in the hippocampus were investigated by histopathological examination (100×). (A) HE staining of the hippocampal tissue. (B) Nissl staining of the hippocampal tissue. The red box shows extensive atrophy and deformation of hippocampal neurons. (n = 3).
Figure 2.
Histopathology changes in the hippocampus were investigated by histopathological examination (100×). (A) HE staining of the hippocampal tissue. (B) Nissl staining of the hippocampal tissue. The red box shows extensive atrophy and deformation of hippocampal neurons. (n = 3).
Figure 3.
Metabolomic analysis of rat hippocampal tissue. (A) Multivariate statistical analysis of metabolomics data. (A1) PCA score plot; (A2) PCA load plot; (A3) PLS-DA score plot; (A4) gravel plot. (B) Metabolome KEGG pathway bubble chart (top 20). (C) KEGG pathway enrichment bar chart (top 20). (D) KEGG pathway enrichment bar chart (top 20). Level 1 pathway classification: metabolism (M); genetic information processing (G). Environmental information processing (E); organismal systems (O); human diseases (H) (n = 5, the x-axis represents the pathway impact value calculated by topological analysis. A higher impact value indicates a more important metabolic pathway).
Figure 3.
Metabolomic analysis of rat hippocampal tissue. (A) Multivariate statistical analysis of metabolomics data. (A1) PCA score plot; (A2) PCA load plot; (A3) PLS-DA score plot; (A4) gravel plot. (B) Metabolome KEGG pathway bubble chart (top 20). (C) KEGG pathway enrichment bar chart (top 20). (D) KEGG pathway enrichment bar chart (top 20). Level 1 pathway classification: metabolism (M); genetic information processing (G). Environmental information processing (E); organismal systems (O); human diseases (H) (n = 5, the x-axis represents the pathway impact value calculated by topological analysis. A higher impact value indicates a more important metabolic pathway).
Figure 4.
Proteomics analysis of rat hippocampal tissue. (A) Heat map of differentially expressed proteins in the sham, model, ketamine, and CAVO groups. (B) GO analysis of differentially expressed proteins in CAVO callback. Note: biological process (BP), molecular function (MF), and cellular component (CC) are represented by different colors. Each column is labeled with the specific count. (C) REACTOME pathway enrichment bubble chart (top 10) of proteins with significant differences between the sham, model, ketamine, and CAVO groups. This allows the three parameters—p-value, fold enrichment, and count—to be displayed simultaneously in a single figure. (n = 5, the x-axis represents fold enrichment, and the y-axis represents the negative logarithmic transformation of the p-value. The size of the circles represents the count, and different colors indicate different pathways).
Figure 4.
Proteomics analysis of rat hippocampal tissue. (A) Heat map of differentially expressed proteins in the sham, model, ketamine, and CAVO groups. (B) GO analysis of differentially expressed proteins in CAVO callback. Note: biological process (BP), molecular function (MF), and cellular component (CC) are represented by different colors. Each column is labeled with the specific count. (C) REACTOME pathway enrichment bubble chart (top 10) of proteins with significant differences between the sham, model, ketamine, and CAVO groups. This allows the three parameters—p-value, fold enrichment, and count—to be displayed simultaneously in a single figure. (n = 5, the x-axis represents fold enrichment, and the y-axis represents the negative logarithmic transformation of the p-value. The size of the circles represents the count, and different colors indicate different pathways).
Figure 5.
Combined metabolic and proteomic analysis. (A) Venn diagram of pathways in proteomics and metabolomics. (B) Enriched pathways in proteomics and metabolomics. (C) Protein pathway annotation diagram of the neurotrophic factor pathway.
Figure 5.
Combined metabolic and proteomic analysis. (A) Venn diagram of pathways in proteomics and metabolomics. (B) Enriched pathways in proteomics and metabolomics. (C) Protein pathway annotation diagram of the neurotrophic factor pathway.
Figure 6.
The contents of stress hormone corticosterone (CORT), inflammatory factors (IL-1, IL-2, IL-6, TNF-α), neurotransmitters (5-HT, DA, NE), and neurotrophic factors (NGF, BDNF, NT-3, NT-4) in serum. (A) The content of IL-1, IL-2, IL-6, TNF-α in serum. (B) The content of 5-HT, DA, NE, CORT in serum. (C) The content of NGF, BDNF, NT-3, NT-4 in serum. Each group had 10 animals. Data that conformed to a normal distribution were presented as mean ± SD. Data that did not follow a normal distribution were expressed as median and IQR. Compared with the sham group, ## p < 0.01. Compared with the model group, * p < 0.05; ** p < 0.01. The data of IL-2, TNF-α, CORT, BDNF, and NT-4 followed a normal distribution. The variance in the data was uneven, and Welch tests were used. IL-2: F(5, 24.96) = 113.76, p = 2.39 × 10−16; TNF-α: F(5, 24.72) = 270.54, p = 9.64 × 10−21; CORT: F(5, 23.87) = 10.42, p = 2.15 × 10−5, BDNF: F(5, 24.61) = 185.34, p = 1.07 × 10−18, NT-4: F(5, 24.88) = 180.95, p = 1.01 × 10−18. Post hoc pairwise comparisons were performed using Tamhane’s T2. IL-2: compared with the sham group, pModel = 1.07 × 10−12; compared with the model group, pKetamine = 5.67 × 10−10, pCAVO L = 1.28 × 10−7, pCAVO M = 1.34 × 10−8, pCAVO H = 1.56 × 10−8. TNF-α: compared with the sham group, pModel = 0.00 × 100; compared with the model group, pKetamine = 3.33 × 10−15, pCAVO L = 4.32 × 10−4, pCAVO M = 3.54 × 10−9, pCAVO H = 8.85 × 10−6. CORT: compared with the sham group, pModel = 9.71 × 10−1; compared with the model group, pKetamine = 6.49 × 10−1, pCAVO L = 9.99 × 10−1, pCAVO M = 2.09 × 10−1, pCAVO H = 1.35 × 10−1. BDNF: compared with the sham group, pModel = 2.87 × 10−11; compared with the model group, pKetamine = 1.65 × 10−12, pCAVO L = 7.12 × 10−6, pCAVO M = 9.08 × 10−10, pCAVO H = 1.73 × 10−8. NT-4: compared with the sham group, pModel = 2.40 × 10−11; compared with the model group, pKetamine = 7.24 × 10−12, pCAVO L = 1.37 × 10−5, pCAVO M = 1.93 × 10−7, pCAVO H = 2.62 × 10−6. The data of IL-1, IL-6, 5-HT, DA, NE, NGF, and NT-3 were not normally distributed, and Kruskal–Wallis tests with post hoc analysis were used. IL-1: H = 36.51, p = 7.53 × 10−7; IL-6: H = 55.44, p < 0.01; 5-HT: H = 57.38, p = 4.22 × 10−11; DA: H = 44.38, p = 1.94 × 10−8; NE: H = 9.71, p = 8.39 × 10−2; NGF: H = 52.60, p = 4.07 × 10−10; NT-3: H = 57.35, p = 4.29 × 10−11. Post hoc test results of IL-1: compared with the sham group, pModel = 1.88 × 10−8; compared with the model group, pKetamine = 1.89 × 10−5, pCAVO L = 2.12 × 10−2, pCAVO M = 4.61 × 10−4, pCAVO H = 4.61 × 10−4. Post hoc test results of IL-6: compared with the sham group, pModel < 0.01; compared with the model group, pKetamine < 0.01, pCAVO L = 3.37 × 10−1, pCAVO M < 0.01, pCAVO H = 8.00 × 10−3. Post hoc test results 5-HT: compared with the sham group, pModel = 1.53 × 10−10; compared with the model group, pKetamine = 3.03 × 10−7, pCAVO L = 2.00 × 10−1, pCAVO M = 1.22 × 10−4, pCAVO H = 1.04 × 10−2. Post hoc test results of DA: compared with the sham group, pModel = 9.33 × 10−8; compared with the model group, pKetamine = 5.73 × 10−7, pCAVO L = 6.34 × 10−2, pCAVO M = 4.80 × 10−5, pCAVO H = 6.16 × 10−2. Post hoc test results of NE: compared with the sham group, pModel = 6.54 × 10−1; compared with the model group, pKetamine = 6.77 × 10−1, pCAVO L = 2.39 × 10−1, pCAVO M = 1.00 × 100, pCAVO H = 2.54 × 10−2. Post hoc test results of NGF: compared with the sham group, pModel = 6.31 × 10−1; compared with the model group, pKetamine = 6.50 × 10−3, pCAVO L = 4.08 × 10−7, pCAVO M = 3.65 × 10−3, pCAVO H = 1.96 × 10−8. Post hoc test results of NT-3: compared with the sham group, pModel = 1.53 × 10−10; compared with the model group, pKetamine = 3.03 × 10−7, pCAVO L = 1.98 × 10−1, pCAVO M = 1.22 × 10−4, pCAVO H = 1.06 × 10−2.
Figure 6.
The contents of stress hormone corticosterone (CORT), inflammatory factors (IL-1, IL-2, IL-6, TNF-α), neurotransmitters (5-HT, DA, NE), and neurotrophic factors (NGF, BDNF, NT-3, NT-4) in serum. (A) The content of IL-1, IL-2, IL-6, TNF-α in serum. (B) The content of 5-HT, DA, NE, CORT in serum. (C) The content of NGF, BDNF, NT-3, NT-4 in serum. Each group had 10 animals. Data that conformed to a normal distribution were presented as mean ± SD. Data that did not follow a normal distribution were expressed as median and IQR. Compared with the sham group, ## p < 0.01. Compared with the model group, * p < 0.05; ** p < 0.01. The data of IL-2, TNF-α, CORT, BDNF, and NT-4 followed a normal distribution. The variance in the data was uneven, and Welch tests were used. IL-2: F(5, 24.96) = 113.76, p = 2.39 × 10−16; TNF-α: F(5, 24.72) = 270.54, p = 9.64 × 10−21; CORT: F(5, 23.87) = 10.42, p = 2.15 × 10−5, BDNF: F(5, 24.61) = 185.34, p = 1.07 × 10−18, NT-4: F(5, 24.88) = 180.95, p = 1.01 × 10−18. Post hoc pairwise comparisons were performed using Tamhane’s T2. IL-2: compared with the sham group, pModel = 1.07 × 10−12; compared with the model group, pKetamine = 5.67 × 10−10, pCAVO L = 1.28 × 10−7, pCAVO M = 1.34 × 10−8, pCAVO H = 1.56 × 10−8. TNF-α: compared with the sham group, pModel = 0.00 × 100; compared with the model group, pKetamine = 3.33 × 10−15, pCAVO L = 4.32 × 10−4, pCAVO M = 3.54 × 10−9, pCAVO H = 8.85 × 10−6. CORT: compared with the sham group, pModel = 9.71 × 10−1; compared with the model group, pKetamine = 6.49 × 10−1, pCAVO L = 9.99 × 10−1, pCAVO M = 2.09 × 10−1, pCAVO H = 1.35 × 10−1. BDNF: compared with the sham group, pModel = 2.87 × 10−11; compared with the model group, pKetamine = 1.65 × 10−12, pCAVO L = 7.12 × 10−6, pCAVO M = 9.08 × 10−10, pCAVO H = 1.73 × 10−8. NT-4: compared with the sham group, pModel = 2.40 × 10−11; compared with the model group, pKetamine = 7.24 × 10−12, pCAVO L = 1.37 × 10−5, pCAVO M = 1.93 × 10−7, pCAVO H = 2.62 × 10−6. The data of IL-1, IL-6, 5-HT, DA, NE, NGF, and NT-3 were not normally distributed, and Kruskal–Wallis tests with post hoc analysis were used. IL-1: H = 36.51, p = 7.53 × 10−7; IL-6: H = 55.44, p < 0.01; 5-HT: H = 57.38, p = 4.22 × 10−11; DA: H = 44.38, p = 1.94 × 10−8; NE: H = 9.71, p = 8.39 × 10−2; NGF: H = 52.60, p = 4.07 × 10−10; NT-3: H = 57.35, p = 4.29 × 10−11. Post hoc test results of IL-1: compared with the sham group, pModel = 1.88 × 10−8; compared with the model group, pKetamine = 1.89 × 10−5, pCAVO L = 2.12 × 10−2, pCAVO M = 4.61 × 10−4, pCAVO H = 4.61 × 10−4. Post hoc test results of IL-6: compared with the sham group, pModel < 0.01; compared with the model group, pKetamine < 0.01, pCAVO L = 3.37 × 10−1, pCAVO M < 0.01, pCAVO H = 8.00 × 10−3. Post hoc test results 5-HT: compared with the sham group, pModel = 1.53 × 10−10; compared with the model group, pKetamine = 3.03 × 10−7, pCAVO L = 2.00 × 10−1, pCAVO M = 1.22 × 10−4, pCAVO H = 1.04 × 10−2. Post hoc test results of DA: compared with the sham group, pModel = 9.33 × 10−8; compared with the model group, pKetamine = 5.73 × 10−7, pCAVO L = 6.34 × 10−2, pCAVO M = 4.80 × 10−5, pCAVO H = 6.16 × 10−2. Post hoc test results of NE: compared with the sham group, pModel = 6.54 × 10−1; compared with the model group, pKetamine = 6.77 × 10−1, pCAVO L = 2.39 × 10−1, pCAVO M = 1.00 × 100, pCAVO H = 2.54 × 10−2. Post hoc test results of NGF: compared with the sham group, pModel = 6.31 × 10−1; compared with the model group, pKetamine = 6.50 × 10−3, pCAVO L = 4.08 × 10−7, pCAVO M = 3.65 × 10−3, pCAVO H = 1.96 × 10−8. Post hoc test results of NT-3: compared with the sham group, pModel = 1.53 × 10−10; compared with the model group, pKetamine = 3.03 × 10−7, pCAVO L = 1.98 × 10−1, pCAVO M = 1.22 × 10−4, pCAVO H = 1.06 × 10−2.
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Figure 7.
RT-PCR results of CAVO on the prefrontal cortex of CUMS rats (A) The mRNA expression levels of TrkA, TrkB, TrkC, and P75NTR in the prefrontal cortex of CUMS rats. (B) The expression levels of p38, ERK1/2, NF-κB, and c-Jun mRNA in the prefrontal cortex of CUMS rats. (C) The expression levels of Akt, PLC-γ, and CREB mRNA in the prefrontal cortex of CUMS rats. Each group had 3 animals. Data that conformed to a normal distribution were presented as mean ± SD. Data that did not follow a normal distribution were expressed as median and IQR. Compared with the sham group, # p < 0.05, ## p < 0.01. Compared with the model group, * p < 0.05; ** p < 0.01. The data of TrkA, TrkB, TrkC, NF-κB, c-Jun, Akt, PLC-γ and CREB followed a normal distribution. The data of TrkA, TrkB, NF-κB and c-Jun had homogeneous variances. Therefore, one-way ANOVA was used. TrkA: F(5, 12) = 32.15, p = 1.50 × 10−6; TrkB: F(5, 12) = 64.80, p = 2.90 × 10−8; NF-κB: F(5, 12) = 67.25, p = 2.35 × 10−8; c-Jun: F(5, 12) = 32.15, p = 1.50 × 10−6. Post hoc pairwise comparisons were performed using the LSD method. TrkA: compared with the sham group, pModel = 1.71 × 10−7; compared with the model group, pKetamine = 1.33 × 10−6, pCAVO L = 4.95 × 10−2, pCAVO M = 3.51 × 10−5, pCAVO H = 2.34 × 10−4. TrkB: compared with the sham group, P Model = 1.05 × 10−9; compared with the model group, P Ketamine = 2.24 × 10−8, pCAVO L = 1.27 × 10−5, pCAVO M = 6.32 × 10−7, pCAVO H = 4.49 × 10−6. NF-κB: compared with the sham group, pModel = 6.27 × 10−10; compared with the model group, pKetamine = 3.93 × 10−8, pCAVO L = 7.78 × 10−6, pCAVO M = 4.60 × 10−7, pCAVO H = 2.53 × 10−6. C-Jun: compared with the sham group, pModel = 1.71 × 10−7; compared with the model group, pKetamine = 1.96 × 10−6, pCAVO L = 8.72 × 10−2, pCAVO M = 1.29 × 10−4, pCAVO H = 9.84 × 10−4. The data of TrkC, Akt, PLC-γ and CREB had uneven variances, and Welch tests were used. TrkC: F(5, 4.86) = 85.48, p = 9.61 × 10−5; Akt: F(5, 5.24) = 13.33, p = 5.49 × 10−3; PLC-γ: F(5, 5.36) = 12.06, p = 6.47 × 10−3; CREB: F(5, 5.46) = 30.19, p = 6.01 × 10−4. Post hoc pairwise comparisons were performed using Tamhane’s T2. TrkC: compared with the sham group, pModel = 3.37 × 10−2; compared with the model group, pKetamine = 3.77 × 10−3, pCAVO L = 4.09 × 10−2, pCAVO M = 3.15 × 10−1, pCAVO H = 3.74 × 10−1. Akt: compared with the sham group, pModel = 2.35 × 10−2; compared with the model group, pKetamine = 7.56 × 10−2, pCAVO L = 5.02 × 10−1, pCAVO M = 2.78 × 10−1, pCAVO H = 4.25 × 10−1. PLC-γ: compared with the sham group, pModel = 6.79 × 10−2; compared with the model group, pKetamine = 1.78 × 10−1, pCAVO L = 8.44 × 10−1, pCAVO M = 6.18 × 10−1, pCAVO H = 7.05 × 10−1. CREB: compared with the sham group, pModel = 3.76 × 10−2; compared with the model group, pKetamine = 1.08 × 10−1, pCAVO L = 5.64 × 10−1, pCAVO M = 2.01 × 10−1, pCAVO H = 3.71 × 10−1. The data of P75NTR, p38, and ERK1/2 were not normally distributed, and Kruskal–Wallis tests with post hoc analysis were used. P75NTR: H = 15.18, p = 9.64 × 10−3; p38: H = 16.16, p = 6.41 × 10−3; ERK1/2: H = 16.41, p = 5.77 × 10−3. Post hoc verification of P75NTR: compared with the sham group, pModel = 1.32 × 10−3; compared with the model group, pKetamine = 2.86 × 10−3, pCAVO L = 4.00 × 10−1, pCAVO M = 7.86 × 10−2, pCAVO H = 1.26 × 10−1. Post hoc verification of p38: compared with the sham group, pModel = 5.79 × 10−4; compared with the model group, pKetamine = 5.91 × 10−3, pCAVO L = 4.91 × 10−1, pCAVO M = 6.65 × 10−2, pCAVO H = 1.08 × 10−1. Post hoc verification of ERK1/2: compared with the sham group, pModel = 7.61 × 10−4; compared with the model group, pKetamine = 7.41 × 10−3, pCAVO L = 5.92 × 10−1, pCAVO M = 4.67 × 10−2, pCAVO H = 1.93 × 10−1.
Figure 7.
RT-PCR results of CAVO on the prefrontal cortex of CUMS rats (A) The mRNA expression levels of TrkA, TrkB, TrkC, and P75NTR in the prefrontal cortex of CUMS rats. (B) The expression levels of p38, ERK1/2, NF-κB, and c-Jun mRNA in the prefrontal cortex of CUMS rats. (C) The expression levels of Akt, PLC-γ, and CREB mRNA in the prefrontal cortex of CUMS rats. Each group had 3 animals. Data that conformed to a normal distribution were presented as mean ± SD. Data that did not follow a normal distribution were expressed as median and IQR. Compared with the sham group, # p < 0.05, ## p < 0.01. Compared with the model group, * p < 0.05; ** p < 0.01. The data of TrkA, TrkB, TrkC, NF-κB, c-Jun, Akt, PLC-γ and CREB followed a normal distribution. The data of TrkA, TrkB, NF-κB and c-Jun had homogeneous variances. Therefore, one-way ANOVA was used. TrkA: F(5, 12) = 32.15, p = 1.50 × 10−6; TrkB: F(5, 12) = 64.80, p = 2.90 × 10−8; NF-κB: F(5, 12) = 67.25, p = 2.35 × 10−8; c-Jun: F(5, 12) = 32.15, p = 1.50 × 10−6. Post hoc pairwise comparisons were performed using the LSD method. TrkA: compared with the sham group, pModel = 1.71 × 10−7; compared with the model group, pKetamine = 1.33 × 10−6, pCAVO L = 4.95 × 10−2, pCAVO M = 3.51 × 10−5, pCAVO H = 2.34 × 10−4. TrkB: compared with the sham group, P Model = 1.05 × 10−9; compared with the model group, P Ketamine = 2.24 × 10−8, pCAVO L = 1.27 × 10−5, pCAVO M = 6.32 × 10−7, pCAVO H = 4.49 × 10−6. NF-κB: compared with the sham group, pModel = 6.27 × 10−10; compared with the model group, pKetamine = 3.93 × 10−8, pCAVO L = 7.78 × 10−6, pCAVO M = 4.60 × 10−7, pCAVO H = 2.53 × 10−6. C-Jun: compared with the sham group, pModel = 1.71 × 10−7; compared with the model group, pKetamine = 1.96 × 10−6, pCAVO L = 8.72 × 10−2, pCAVO M = 1.29 × 10−4, pCAVO H = 9.84 × 10−4. The data of TrkC, Akt, PLC-γ and CREB had uneven variances, and Welch tests were used. TrkC: F(5, 4.86) = 85.48, p = 9.61 × 10−5; Akt: F(5, 5.24) = 13.33, p = 5.49 × 10−3; PLC-γ: F(5, 5.36) = 12.06, p = 6.47 × 10−3; CREB: F(5, 5.46) = 30.19, p = 6.01 × 10−4. Post hoc pairwise comparisons were performed using Tamhane’s T2. TrkC: compared with the sham group, pModel = 3.37 × 10−2; compared with the model group, pKetamine = 3.77 × 10−3, pCAVO L = 4.09 × 10−2, pCAVO M = 3.15 × 10−1, pCAVO H = 3.74 × 10−1. Akt: compared with the sham group, pModel = 2.35 × 10−2; compared with the model group, pKetamine = 7.56 × 10−2, pCAVO L = 5.02 × 10−1, pCAVO M = 2.78 × 10−1, pCAVO H = 4.25 × 10−1. PLC-γ: compared with the sham group, pModel = 6.79 × 10−2; compared with the model group, pKetamine = 1.78 × 10−1, pCAVO L = 8.44 × 10−1, pCAVO M = 6.18 × 10−1, pCAVO H = 7.05 × 10−1. CREB: compared with the sham group, pModel = 3.76 × 10−2; compared with the model group, pKetamine = 1.08 × 10−1, pCAVO L = 5.64 × 10−1, pCAVO M = 2.01 × 10−1, pCAVO H = 3.71 × 10−1. The data of P75NTR, p38, and ERK1/2 were not normally distributed, and Kruskal–Wallis tests with post hoc analysis were used. P75NTR: H = 15.18, p = 9.64 × 10−3; p38: H = 16.16, p = 6.41 × 10−3; ERK1/2: H = 16.41, p = 5.77 × 10−3. Post hoc verification of P75NTR: compared with the sham group, pModel = 1.32 × 10−3; compared with the model group, pKetamine = 2.86 × 10−3, pCAVO L = 4.00 × 10−1, pCAVO M = 7.86 × 10−2, pCAVO H = 1.26 × 10−1. Post hoc verification of p38: compared with the sham group, pModel = 5.79 × 10−4; compared with the model group, pKetamine = 5.91 × 10−3, pCAVO L = 4.91 × 10−1, pCAVO M = 6.65 × 10−2, pCAVO H = 1.08 × 10−1. Post hoc verification of ERK1/2: compared with the sham group, pModel = 7.61 × 10−4; compared with the model group, pKetamine = 7.41 × 10−3, pCAVO L = 5.92 × 10−1, pCAVO M = 4.67 × 10−2, pCAVO H = 1.93 × 10−1.
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Figure 8.
WB results of CAVO on the prefrontal cortex and hippocampus of CUMS rats. (A) BDNF, TrkB, CREB, and P-CREB protein expression in the prefrontal cortex of CUMS rats. Each group had 3 animals. Data that conformed to a normal distribution were presented as mean ± SD. Compared with the sham group, ## p < 0.01. Compared with the model group, ** p < 0.01. The data of BDNF/GAPDH, TrkB/GAPDH, CREB/GAPDH and P-CREB/CREB were normally distributed and had homogeneous variances. Therefore, one-way ANOVA was used. BDNF/GAPDH: F(5, 12) = 7.17, p = 2.54 × 10−3; TrkB/GAPDH: F(5, 12) = 7.12, p = 2.61 × 10−3; CREB/GAPDH: F(5, 12) = 12.37, p = 2.15 × 10−4; P-CREB/CREB: F(5, 12) = 11.26, p = 3.37 × 10−4. Post hoc pairwise comparisons were performed using the LSD method. BDNF/GAPDH: compared with the sham group, pModel = 3.23 × 10−4; compared with the model group, pKetamine = 5.17 × 10−4, pCAVO L = 8.28 × 10−3, pCAVO M = 3.75 × 10−4, pCAVO H = 6.05 × 10−3. TrkB/GAPDH: compared with the sham group, pModel = 1.85 × 10−4; compared with the model group, pKetamine = 8.56 × 10−4, pCAVO L = 4.02 × 10−3, pCAVO M = 5.55 × 10−4, pCAVO H = 8.25 × 10−3. CREB/GAPDH: compared with the sham group, pModel = 2.19 × 10−5; compared with the model group, pKetamine = 2.37 × 10−5, pCAVO L = 3.66 × 10−4, pCAVO M = 1.27 × 10−4, pCAVO H = 1.34 × 10−3. P-CREB/CREB: compared with the sham group, pModel = 8.62 × 10−5; compared with the model group, pKetamine = 1.44 × 10−5, pCAVO L = 2.10 × 10−3, pCAVO M = 7.68 × 10−4, pCAVO H = 8.67 × 10−4. (B) BDNF, TrkB, CREB, and P-CREB protein expression in the hippocampus of CUMS rats. Each group had 3 animals. Data that conformed to a normal distribution were presented as mean ± SD. Compared with the sham group, ## p < 0.01. Compared with the model group, ** p < 0.01. The data of BDNF/GAPDH, TrkB/GAPDH, CREB/GAPDH and P-CREB/CREB were normally distributed and had homogeneous variances. Therefore, one-way ANOVA was used. BDNF/GAPDH: F(5, 12) = 12.87, p = 1.78 × 10−4; TrkB/GAPDH: F(5, 12) = 34.65, p = 9.95 × 10−7; CREB/GAPDH: F (5, 12) = 19.16, p = 2.40 × 10−5; P-CREB/CREB: F(5, 12) = 28.54, p = 2.88 × 10−6. Post hoc pairwise comparisons were performed using the LSD method. BDNF/GAPDH: compared with the sham group, pModel = 4.83 × 10−6; compared with the model group, pKetamine = 4.53 × 10−4, pCAVO L = 8.71 × 10−3, pCAVO M = 1.03 × 10−3, pCAVO H = 4.72 × 10−3. TrkB/GAPDH: compared with the sham group, pModel = 3.13 × 10−8; compared with the model group, pKetamine = 9.10 × 10−7, pCAVO L = 1.67 × 10−4, pCAVO M = 7.61 × 10−6, pCAVO H = 9.24 × 10−6. CREB/GAPDH: compared with the sham group, pModel = 1.84 × 10−6; compared with the model group, pKetamine = 9.06 × 10−6, pCAVO L = 2.52 × 10−3, pCAVO M = 8.52 × 10−5, pCAVO H = 1.67 × 10−5. P-CREB/CREB: compared with the sham group, pModel = 3.87 × 10−7; compared with the model group, pKetamine = 9.22 × 10−6, pCAVO L = 7.89 × 10−2, pCAVO M = 5.95 × 10−6, pCAVO H = 9.32 × 10−4.
Figure 8.
WB results of CAVO on the prefrontal cortex and hippocampus of CUMS rats. (A) BDNF, TrkB, CREB, and P-CREB protein expression in the prefrontal cortex of CUMS rats. Each group had 3 animals. Data that conformed to a normal distribution were presented as mean ± SD. Compared with the sham group, ## p < 0.01. Compared with the model group, ** p < 0.01. The data of BDNF/GAPDH, TrkB/GAPDH, CREB/GAPDH and P-CREB/CREB were normally distributed and had homogeneous variances. Therefore, one-way ANOVA was used. BDNF/GAPDH: F(5, 12) = 7.17, p = 2.54 × 10−3; TrkB/GAPDH: F(5, 12) = 7.12, p = 2.61 × 10−3; CREB/GAPDH: F(5, 12) = 12.37, p = 2.15 × 10−4; P-CREB/CREB: F(5, 12) = 11.26, p = 3.37 × 10−4. Post hoc pairwise comparisons were performed using the LSD method. BDNF/GAPDH: compared with the sham group, pModel = 3.23 × 10−4; compared with the model group, pKetamine = 5.17 × 10−4, pCAVO L = 8.28 × 10−3, pCAVO M = 3.75 × 10−4, pCAVO H = 6.05 × 10−3. TrkB/GAPDH: compared with the sham group, pModel = 1.85 × 10−4; compared with the model group, pKetamine = 8.56 × 10−4, pCAVO L = 4.02 × 10−3, pCAVO M = 5.55 × 10−4, pCAVO H = 8.25 × 10−3. CREB/GAPDH: compared with the sham group, pModel = 2.19 × 10−5; compared with the model group, pKetamine = 2.37 × 10−5, pCAVO L = 3.66 × 10−4, pCAVO M = 1.27 × 10−4, pCAVO H = 1.34 × 10−3. P-CREB/CREB: compared with the sham group, pModel = 8.62 × 10−5; compared with the model group, pKetamine = 1.44 × 10−5, pCAVO L = 2.10 × 10−3, pCAVO M = 7.68 × 10−4, pCAVO H = 8.67 × 10−4. (B) BDNF, TrkB, CREB, and P-CREB protein expression in the hippocampus of CUMS rats. Each group had 3 animals. Data that conformed to a normal distribution were presented as mean ± SD. Compared with the sham group, ## p < 0.01. Compared with the model group, ** p < 0.01. The data of BDNF/GAPDH, TrkB/GAPDH, CREB/GAPDH and P-CREB/CREB were normally distributed and had homogeneous variances. Therefore, one-way ANOVA was used. BDNF/GAPDH: F(5, 12) = 12.87, p = 1.78 × 10−4; TrkB/GAPDH: F(5, 12) = 34.65, p = 9.95 × 10−7; CREB/GAPDH: F (5, 12) = 19.16, p = 2.40 × 10−5; P-CREB/CREB: F(5, 12) = 28.54, p = 2.88 × 10−6. Post hoc pairwise comparisons were performed using the LSD method. BDNF/GAPDH: compared with the sham group, pModel = 4.83 × 10−6; compared with the model group, pKetamine = 4.53 × 10−4, pCAVO L = 8.71 × 10−3, pCAVO M = 1.03 × 10−3, pCAVO H = 4.72 × 10−3. TrkB/GAPDH: compared with the sham group, pModel = 3.13 × 10−8; compared with the model group, pKetamine = 9.10 × 10−7, pCAVO L = 1.67 × 10−4, pCAVO M = 7.61 × 10−6, pCAVO H = 9.24 × 10−6. CREB/GAPDH: compared with the sham group, pModel = 1.84 × 10−6; compared with the model group, pKetamine = 9.06 × 10−6, pCAVO L = 2.52 × 10−3, pCAVO M = 8.52 × 10−5, pCAVO H = 1.67 × 10−5. P-CREB/CREB: compared with the sham group, pModel = 3.87 × 10−7; compared with the model group, pKetamine = 9.22 × 10−6, pCAVO L = 7.89 × 10−2, pCAVO M = 5.95 × 10−6, pCAVO H = 9.32 × 10−4.
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Figure 9.
Schematic diagram of modeling and drug intervention time flow.
Figure 9.
Schematic diagram of modeling and drug intervention time flow.
Table 1.
Metabolite information of CAVO-intervened CUMS rats.
Table 1.
Metabolite information of CAVO-intervened CUMS rats.
| No. | Alignment ID | Metabolite Name | Rt (min) | Experiment Mz | Reference m/z |
|---|
| 1 | NEG4455 | N-Acetylneuraminic acid | 0.902 | 308.098 | 308.099 |
| 2 | POS524 | Choline | 10.362 | 104.108 | 104.107 |
| 3 | NEG13003 | PE(P-18:0/18:1) | 11.366 | 728.558 | 728.560 |
| 4 | POS8501 | Calicoferol G | 11.705 | 399.326 | 399.326 |
| 5 | NEG4413 | Glutathione | 4.874 | 306.076 | 306.076 |
| 6 | POS1634 | Gallic acid | 6.869 | 153.019 | 153.018 |
| 7 | NEG10743 | UDP-glucose | 0.975 | 565.047 | 565.048 |
| 8 | POS13592 | Oboflavanone B | 11.001 | 553.257 | 553.256 |
| 9 | POS8099 | Persicaxanthin | 9.310 | 385.274 | 385.274 |
| 10 | POS798 | 1-(Diethylamino)ethanol | 1.330 | 118.123 | 118.123 |
| 11 | POS824 | Indane | 8.937 | 119.086 | 119.086 |
| 12 | NEG3983 | SedohePtulose 7-PhosPhate | 0.778 | 289.032 | 289.032 |
| 13 | POS5388 | Phenyl 2-acetamido-2-deoxy-alPha-D-glucoPyranoside | 4.920 | 298.130 | 298.129 |
| 14 | POS4426 | Graveolide | 7.777 | 266.174 | 266.175 |
| 15 | NEG677 | Aspartate | 0.859 | 132.028 | 132.030 |
| 16 | POS2662 | Cycluron | 8.070 | 199.181 | 199.180 |
| 17 | POS5731 | Glutathione (Reduced) | 1.456 | 308.092 | 308.091 |
| 18 | NEG1015 | L-Histidine | 0.827 | 154.060 | 154.062 |
| 19 | NEG6712 | N-Stearoyl Taurine | 10.981 | 390.267 | 390.268 |
| 20 | NEG432 | 4-Ethynylaniline | 5.214 | 116.049 | 116.051 |
| 21 | POS2439 | Targinine | 0.883 | 189.135 | 189.135 |
| 22 | NEG1947 | 3h-Indole-3-ProPanoic acid, a-amino | 5.216 | 203.081 | 203.083 |
| 23 | NEG3472 | 3-Oxohexadecanoic acid | 11.043 | 269.211 | 269.212 |
| 24 | POS5928 | CHEBI:79180 | 9.707 | 313.274 | 313.274 |
| 25 | POS20174 | PC (18:2/18:2) | 8.843 | 782.569 | 782.569 |
Table 2.
Sample size allocation for each experimental endpoint.
Table 2.
Sample size allocation for each experimental endpoint.
| Experimental Endpoint | Tissues/Samples Used | Sample Size (per Group) | Specific Animal IDs (Within Group) |
|---|
| Behavioral tests (SPT, OFT, FST) | Whole animals | 10 | #1–10 |
| ELISA | Blood serum | 10 | #1–10 |
| Histopathology (HE and Nissl staining) | Hippocampus | 3 | #1, #2, #3 |
| Metabolomics and proteomics | Hippocampus | 5 | #4, #5, #6, #7, #8 |
| RT-qPCR | Prefrontal cortex | 3 | #8, #9, #10 |
| Western blot | Prefrontal cortex and hippocampus | 3 | #8, #9, #10 |
Table 3.
Primer information.
Table 3.
Primer information.
| Name | Sequence (5′–3′) | Product Length (bp) |
|---|
| Ntrk1-F | AGGAGGATTTGTGTGGTGTGTAT | 127 |
| Ntrk1-R | GAGTCATTGGGCATCTGGATCTT | 127 |
| Ntrk2-F | CGGATGACAGTGGGAAACAAATC | 195 |
| Ntrk2-R | CTCCGTTGTAGAACCACTGAAGT | 195 |
| Ntrk3-F | CAAGCCCACCCACTACAACA | 152 |
| Ntrk3-R | GTGTAGGGCTCGCATCAGAC | 152 |
| Ngfr-F | TGCCTGGACAGTGTTACATTCTC | 160 |
| Ngfr-R | CAGTCTCCTCGTCCTGGTAGTA | 160 |
| Akt-F | CCTTCCTTACAGCCCTCAAGTAC | 184 |
| Akt-R | TTCTTCTCGGAGTGCAAGTAGTC | 184 |
| Nfkb1-F | GCGTCCAACCTGAAGATCGTAAG | 151 |
| Nfkb1-R | ATCCTTCCCAAACTCCACCATTT | 151 |
| Plcg1-F | GGCTTCAGGTGCAGGAATTTATG | 171 |
| Plcg1-R | ACAGTGGGTTGTTCATGGTTTCT | 171 |
| Creb-F | TTCAAGCTGCCTCTGGTGATGTA | 167 |
| Creb-R | TGCTGCTTCCCTGTTCTTCATTA | 167 |
| Jun-F | CGCACGCTCCTAAACAAACTTTG | 156 |
| Jun-R | GTCGTTTCCATCTTTGCAGTCAT | 156 |
| Mapk14-F | CACCAACCATTGAGCAGATGAAA | 176 |
| Mapk14-R | GAGGTCACGGTGCAGAACATTAG | 176 |
| Mapk3/Mapk1-F | TTGACATGGAGCTGGATGATCTC | 192 |
| Mapk3/Mapk1-R | TCCGGGTTGAGCAAAGTTCATTT | 192 |
| GAPDH-F: | GAAGGTCGGTGTGAACGGAT | 251 |
| GAPDH-R: | CCCATTTGATGTTAGCGGGAT | 251 |