Effect of POG on bodyweight and organ index of CTX-induced immunosuppressed mice
As shown in Figure 1B1, the bodyweight of mice on day 10-11 significantly (p < 0.05) decreased after intraperitoneal injection of CTX for three days (days 8-10). Compared with the negative control group, the bodyweight growth rate of mice was lower but that increased after treatment with HPOG. Additionally, a similar bodyweight growth rate was observed in mice of the CTX, LPOG and MPOG groups. The significant (p < 0.05) reductions of spleen index (Figure 1B2) and thymus index (Figure 1B3) were observed for the CTX group in comparison with those of the negative control group, which primarily confirmed the validity of immunosuppressed model. After administration with MPOG and HPOG, the spleen index and thymus index of mice significantly (p < 0.05) increased compared with those of the CTX group.
Effect of POG on the concentrations of serum immunoglobulins and cytokines in CTX-induced immunosuppressed mice
The secretion of serum IgA (Figure 1C1), IgM (Figure 1C2) and IgG (Figure 1C3) was inhibited in the CTX group but those could be improved in mice after treatment with HPOG. Additionally, no significant differences of three immunoglobulins levels could be observed in the LPOG group. As shown in Figure 1D1-D4, the serum concentrations of IL-10, IL-1β, TNF-α and IFN-γ in the CTX group were significantly (p < 0.05) lower than those of the negative control group. However, mice exhibited a dose-dependent increase in the secretion of these cytokines after treatment with POG.
Effect of POG on the histology of spleen and thymus in CTX-induced immunosuppressed mice
The pathological damage to spleen and thymus tissues was evaluated by H&E staining. Mice in the negative control group had the normal structure of spleen (Figure 2A1), manifesting as compactly arranged lymphocytes, visible lymphoid nodules, red pulp and white pulp. However, the destroyed spleen structure, reduced lymphocytes number and vague boundary between red and white pulp were observed in mice of the CTX group. These damages to spleen were relieved after treatment with HPOG, especially for the clear pulp boundary and increased lymphocytes number. As shown in Figure 2A2, mice in the CTX group exhibited the decreased number of thymocytes and disappeared boundary between thymic cortex and thymic cortex. A dose-dependent decrease in intercellular space was observed for LPOG, MPOG and HPOG groups. the CTX-induced damage to thymus tissue was recovered in HPOG groups, including compactly arranged thymocytes, which was close to the negative control group.
Effect of POG on the expression of tight junction proteins in CTX-induced immunosuppressed mice
As shown in Figure 2B1, the destroyed duodenal mucosa, atrophic villi and partially necrotic intestinal gland cells were observed in the CTX group. HPOG could recover the structure of damaged duodena in immunosuppressed mice, which was close to that of negative control. Compared with the negative control group, CTX induced the depletion of ZO-1, occludin and claudin-1 at epithelial cell junctions and significantly (p < 0.05) decreased the mean optical density of these three tight junction proteins (Figure 2B2). No significant (p > 0.05) differences in the mean optical density of ZO-1, occludin and claudin-1 were found between CTX and LPOG groups. The significant (p < 0.05) increase in mean optical densities of occludin and claudin-1 could be observed for MPOG groups, but HPOG could reverse changes in these three tight junction proteins. It suggested that POG could maintain the integrity of intestinal mucosa barrier by promoting the expression of ZO-1, occludin and claudin-1. The immunosuppressed mice exhibited obviously increased ZO-1, occludin and claudin-1 after treatment with HPOG.
Effect of POG on the diversity of gut microbiota in CTX-induced immunosuppressed mice
The potential immunoregulation mechanisms of POG was further identified based on gut microbiota analysis in CTX-induced immunosuppressed mice (Figure 3A). As shown in Table 1,
Table 1. Effect of POG on the α-diversity of gut microbiota in CTX-induced immunosuppressed mice
|
Observed OTUs
|
Chao-1
|
Shannon index
|
Simpson index
|
Negative control
|
463.3 ± 13.039 a
|
534.171 ± 20.304 a
|
4.144 ± 0.334 a
|
0.331 ± 0.033 a
|
CTX
|
281.3 ± 39.727 c
|
354.136 ± 39.487 c
|
2.299 ± 0.243 c
|
0.051 ± 0.030 c
|
LPOG
|
297.1 ± 45.912 c
|
423.871 ± 27.466 b
|
3.487 ± 0.416 b
|
0.088 ± 0.041 c
|
MPOG
|
385.6 ± 22.132 b
|
434.618 ± 31.278 b
|
3.551 ± 0.390 b
|
0.190 ± 0.101 b
|
HPOG
|
388.9 ± 51.261 b
|
432.718 ± 42.264 b
|
3.784 ± 0.414 b
|
0.178 ± 0.045 b
|
Data were expressed as mean ± SEM. Different letters indicated the significant (p < 0.05) difference among groups.
the α-diversity of gut microbiota, including observed OTUs, Chao-1, Shannon index and Simpson index, significantly (p < 0.05) decreased in the CTX group compared those in the negative control group. The composition of gut microbiota can be clearly clustered by principal coordinates analysis (PCoA) and cluster tree according to OTUs abundance. As shown in Figure 3B1, a separation of microflora between the negative control and the CTX group was observed along with the direction of the first principal component (PC1). Interestingly, gut microbiota of MPOG and HPOG groups are driven away from that of the CTX group and tend to that of negative control group. Additionally, the total variance of PC1 (26.14%) was higher than that of the second principal component (PC2, 15.33%). It indicated that MPOG and HPOG drove the gut microbiota composition disrupted by CTX towards the negative control group. Similarly, a significant divergence was further found in cluster tree (Figure 3B2).
Effect of POG on gut microbiota composition at the phylum, family and OTU levels
As shown in Figure 3C1, gut microbial phyla were mainly consisted of Bacteroidetes (Figure 3C2), Firmicutes (Figure 3C3), Proteobacteria (Figure 3C4) and their relative abundances were significantly (p < 0.05) altered by CTX. The ratio of Firmicutes to Bacteroidetes (Figure 3C5, F/B) increased in the CTX-induced immunosuppressed mice. Compared with the CTX group, MPOG and HPOG could significantly (p < 0.05) decrease the relative abundances of Firmicutes, Actinobacteria and Proteobacteria and increase the relative abundances of Bacteroidetes. However, it could be reversed in CTX-induced immunosuppressed mice after oral administration of LPOG and HPOG, suggesting that POG had the potential to relieve immunosuppression by decreasing F/B in a dose-dependent manner.
As shown in Figure 3D1, the gut microbiota were mainly consisted of six main families and they were significantly (p < 0.05) altered by CTX, including the decreased Porphyromonadaceae (Figure 3D2), Lactobacillaceae (Figure 3D4), Bacteroidaceae (Figure 3D6) and the increased Lachnospiraceae (Figure 3D3), Ruminococcaceae (Figure 3D5) and Desulfovibrionaceae (Figure 3D7). LPOG only altered the relative abundances of Lachnospiraceae and Lactobacillaceae in immunosuppressed mice. The relative abundance of Bacteroidaceae exhibited no significant (p < 0.05) difference in mice from CTX, LPOG and MPOG groups. However, these CTX-altered gut microbiota were reversed in mice after administration of POG, suggesting POG-mediated gut microbiota regulation was a dose-dependent manner.
The identification of changes in OTU-level phylotypes after treatment with POG is important because the genus of bacteria in the same family responded to CTX-induced immunosuppression. The functions of gut microbiota and their effects on immune system disorders are strain specific. Thus, OUT relative abundances over 0.1% at least in one group were chosen to analyze microbial phylotypes that were altered by CTX, LPOG, MPOG and HPOG. A total of 94 OTUs were altered CTX, and oral administration of LPOG, MPOG and HPOG changed the relative abundance of 27, 27 and 40 OTUs, respectively, leading to 59 different OTUs (Figure 3E1). Among the 59 OTUs, 36 CTX-changed OTUs were reversely changed by different doses of POG. Thereinto, 19, 19 and 25 OTUs were reversed after oral administration of LPOG, MPOG and HPOG, respectively, suggesting that the curative effect of POG was in a dose-dependent manner for regulating CTX-induced gut microbial dysbiosis. As shown in Figure 3E2, the relative abundances of Intestinimonas (OTU185, OTU232), Parasutterella (OTU389), Alistipes (OTU220, OTU470, OTU97), Olsenella (OTU116) and Barnesiella (OTU046, OTU80, OTU105 and OTU123) remarkably (p < 0.05) reduced in the CTX group.
Effect of POG on the concentrations of SCFAs in CTX-induced immunosuppressed mice
As shown in Figure 4, CTX could significantly (p < 0.05) decrease the concentration of SCFAs compared with negative control group, including acetic, propionic, i-butyric, i-valeric n-butyric and n-valeric acids. Obviously, POG could significantly (p < 0.05) increase the concentration of total SCFAs compared with the CTX group, resulting from the significant (p < 0.05) increase in acetic acid. The concentrations of propionic, n-butyric and i-valeric acids increased slightly (p > 0.05) in the cecal content of immunosuppressed mice after treatment with LPOG compared to those of the CTX group.
Spearman’s correlation of OTUs changed by POG and host phenotypes
To ascertain specific bacteria that regulated the beneficial effects of POG on CTX-induced immunosuppression, Spearman’s correlation (Figure 5) was analyzed between 59 OTUs that were altered by POG and host phenotypes. An obvious (p < 0.05) correlation was observed between 23 OTUs and at least one host phenotypes. Nine of 23 OTUs had a significant (p < 0.05) correlation with increased expression of tight junction proteins, concentrations of cytokines, immunoglobulin and SCFAs. Among 23 OTUs, LPOG, MPOG and HPOG reversed the relative abundances of 8, 10 and 14 OTUs that were changed by CTX, respectively. Additionally, 5 OTUs altered by CTX were reversed by HPOG and significantly (p < 0.05) correlated with at least one parameter of cytokines, immunoglobulin, tight junction proteins and SCFAs.