3.1 Influences of L. paracasei CCFM1222 pretreatment on body weight and serum biometric indexes in mice
As displayed in Figure 1, there was no remarkable discrepancy in the body weight of mice among the three groups at the beginning of animal experiment. After 14 days of treatment, the body weight of mice in CCFM1222 group was higher than that in the Control and Model groups, but no remarkable discrepancy among the three groups (p > 0.05). Furthermore, there was no remarkable difference in food intake and water intake of mice among the Control, Model, and CCFM1222 groups (p > 0.05).
Notably, L. paracasei CCFM1222 pretreatment did not remarkably altered the serum TC, TC, HDL-C, LDL-C levels relative to the Control and Model groups (p > 0.05), suggesting L. paracasei CCFM1222 did not increase the risk of hyperlipidemia and atherosclerosis (Figure 1). However, the serum AST, and ALT activities were obviously increased in the Model group relative to that in mice without LPS treatment (p < 0.05), but L. paracasei CCFM1222 preintervention obviously inhibited the serum AST, and ALT activities in LPS-treated mice (p < 0.05). This phenomenon suggesting L. paracasei CCFM1222 is beneficial for protecting the liver tissue against LPS.
3.2 L. paracasei CCFM1222 pretreatment attenuated the inflammatory response and oxidative stress in LPS-treated mice
The hepatic IL-6, IL-1β, TNF-α, and LPS levels were detected after the 4 h of LPS treatment (Figure 2A). As relative to the Control group, intraperitoneal injection of LPS remarkably elevated the hepatic IL-6, IL-1β, TNF-α, and LPS levels (p < 0.05), implying that ALI model was successfully established. Interestingly, pretreatment with L. paracasei CCFM1222 significantly reduced the IL-1β, TNF-α, and LPS levels in LPS-treat mice (p < 0.05), and slightly reduced the hepatic IL-6 levels (p > 0.05). The hepatic IL-10 levels were remarkably decreased in the Model group, relative to the Control group (p < 0.05). L. paracasei CCFM1222 pretreatment significantly recovered the hepatic IL-10 levels in LPS-treated mice (p < 0.05), which is closed to the Control group. Furthermore, the results of H&E staining exhibited that intraperitoneal injection of LPS caused tissue architecture disorder, inflammatory cell infiltration, and hemorrhage compared with mice without LPS treatment (Figure 2B). Nevertheless, these symptoms were significantly ameliorated in LPS-treated mice with L. paracasei CCFM1222 pretreatment for 14 days. These appearances indicate that the ALI-related inflammation induced by LPS was significantly improved by L. paracasei CCFM1222 pretreatment.
The influence of L. paracasei CCFM1222 pretreatment on oxidative stress in LPS-treated mice was analyzed (Figure 3). Relative to the Control group, LPS treatment results in an increase in hepatic MDA levels and MPO activities (p < 0.05). However, pretreatment with L. paracasei CCFM1222 remarkably decreased the hepatic MPO activities in LPS-treated mice (p < 0.05), while no remarkably changed the MDA levels (p > 0.05). Moreover, the hepatic T-AOC, SOD, and CAT activities of mice in the Model group were obviously higher than that in the Control group (p < 0.05). Interestingly, pretreatment with L. paracasei CCFM1222 significantly restored the activities of hepatic T-AOC, SOD, and CAT (p < 0.05). Moreover, pretreatment with L. paracasei CCFM1222 had a limited effect on hepatic GSH-Px activity (p > 0.05). Therefore, pretreatment with L. paracasei CCFM1222 might alleviate these LPS-induced the inflammatory response and oxidative stress in mice
3.3 L. paracasei CCFM1222 pretreatment elevated the levels of cecal SCFAs and colonic inosine in LPS-treated mice
SCFAs take an essential role in reducing the pH of the gut, inhibiting pathogens, and regulating host immunity. Therefore, the influence of L. paracasei CCFM1222 pretreatment on cecal SCFAs concentrations in ALI mice was analyzed (Figure 4). There was no remarkably changed in the acetic, propionic, isobutyric, butyric, valeric, and isovaleric acids between the Control and Model groups (p > 0.05). Notably, after the 14 days of L. paracasei CCFM1222 intervention, the propionic, isobutyric, butyric, and valeric acids were remarkably increased in LPS-treated mice (p < 0.05).
3.4 L. paracasei CCFM1222 pretreatment altered the intestinal flora composition
High-throughput sequencing was implemented to analysis the structural alters of intestinal flora from the feces samples of different groups (control, model, and CCFM1222 groups). PCA and HCA based on the intestinal flora of operational taxonomic units (OTUs) directly exhibited distinct clustering of microbe communities for three groups. The first, two, and three main components of PCA accounted for 36.3%, 16.6%, and 10.8% of the total data change, respectively (Figure 5A and Figure S1). There was an obvious discrepancy in the intestinal flora between the control and model groups. However, L. paracasei CCFM1222 pretreatment obviously altered the intestinal flora composition relative to that in the model group. These results were further confirmed by PLS-DA, and HCA (Figure 5B).
To deeply explore the alters in intestinal flora induced by L. paracasei CCFM1222 treatment, LEfSe taxonomy cladogram, and linear discriminant analysis (LDA, more than 2.0) score was carried out. As can be derived from Figure 5C and 5D, f_Erysipelotrichaceae, o_Erysipelotrichales, c_ Erysipelotrichia, g_Faecalibaculum, f_Bifidobacteriaceae, g_Bifidobacterium, c_Actinobacteria, o_Bifidobacteriales, c_Mollicutes, and p_Tenericutes were enriched in the CCFM1222 group. g_ Prevotellaceae NK3B31 group and g_Ruminiclostridium 5 were enriched in the model and control groups, respectively.
3.5 Associations analysis of the key intestinal flora and biochemical parameters
The association between the abundance of mainly intestinal flora and the important parameters-related inflammation and oxidative stress was explored by Spearman correlation analysis (Figure 6A and 6B). The results displayed that the relative abundance of f_Erysipelotrichaceae, o_Erysipelotrichales, c_ Erysipelotrichia, g_Faecalibaculum, f_Bifidobacteriaceae, g_Bifidobacterium, c_Actinobacteria, o_Bifidobacteriales, c_Mollicutes, p_Tenericutes, and g_Ruminiclostridium 5 were negatively correlated with liver oxidative stress parameters (MDA, and MPO), and inflammation parameters (IL-6, IL-1β, and TNF-α), but positively correlated with liver anti-oxidative enzymes (SOD, and T-AOC), and cecal SCFAs (acetic, propionic, butyric, valeric, isobutyric acid, and isovaleric acids). g_ Prevotellaceae NK3B31 group was negatively correlated with cecal SCFAs levels, and positively associated with inflammatory cytokines (IL-6, IL-1β, and TNF-α), and oxidative stress parameters (MDA, and MPO). These results indicated that the increases in these beneficial bacteria caused by L. paracasei CCFM1222 could help to the restrain of the excessive oxidative stress and inflammatory cytokines proliferation.
3.6 L. paracasei CCFM1222 pretreatment altered the fecal metabolomic profiling
Untargeted metabolomics based on UPLC-QTOF/MS is used to identify the changes in fecal metabolites in ALI mice caused by L. paracasei CCFM1222 intervention. As can be derived from Figure 7A, there was not remarkable discrepancy in fecal metabolites between the Control and Model groups in PCA score plots. However, there was an obvious discrepancy in the fecal metabolic profile between the Model and CCFM1222 groups, which is further confirmed by LPS-DA score plots (Figure 7B). The OLPS-DA and S-plots displayed the discrepancy in fecal metabolites between the Model and CCFM1222 groups (Figure 7C and 7D).
To further explore the therapeutic effect of L. paracasei CCFM1222, 51 potential biomarkers (VIP > 1.0 and p < 0.05) were successfully identified (Figure 7E), of which 22 potential biomarkers (deoxycytidine, lysergicacid, 2'-deoxyinosine, 5-hydroxyindole, bis(2 -ethylhexyl)phthalate, (R)-3-hydroxybutanoate, catechol, D-Ala-D-Ala, hexanoylglycine, succinic acid, palmitic acid, lmidazoleaceticacid, methylglyoxal, D-(+)-proline, L-(+)-citrulline, L-methionine sulfoxide, thymidine, 2-deoxystreptamine, L-lysine, L-glutamic acid, and sphingosine (d18:1)) were remarkably reduced, and of which 29 potential biomarkers (alpha-tocotrienol, D-tryptophan, valylproline, (+/-)-6-hydroxy-3-oxo-alpha-ionol, pyridoxamine, L-kynurenine, 1,5-lsoquinolinediol, D-glutamate, benzaldehyde, 1-methylxanthine, 2,4-quinolinediol, 4-nitroacetophenone, N-acetyl-DL-tryptophan, 4-(hydroxymethyl)benzoic acid, D-(+)-pipecolinic acid, 3-indolepropionicacid, D-O-phosphoserine, glycitein, (s)-4-hydroxymandelonitrile, butein, N-carbamoylputrescine, L-histidinol, 3,4-dihydroxybenzoate, 3,5-dihydroxy-phenylglycine, D-saccharicacid, beta-glycerophosphoricacid, pyridoxine, indole-3-acetic acid, and tropine) were remarkably increased. These potential biomarkers were connected with multiple metabolic pathways, such as butanoate metabolism, vitamin B6 metabolism, synthesis and degradation of ketone bodies, alanine, aspartate and glutamate metabolism, D-glutamine and D-glutamate metabolism, tryptophan metabolism, caffeine metabolism, arginine biosynthesis, and arginine and proline metabolism (Figure 7F).
3.7 L. paracasei CCFM1222 pretreatment regulated the expression of genes related to ALI in LPS-treated mice
The liver is an essential organ involved in the regulation of host immunity. To reveal the potential mechanism of the hepatoprotective effects of L. paracasei CCFM1222 treatment, the mRNA levels of genes associated with the inflammatory response and oxidative stress in the liver were measured. As can be derived from Figure 8A, the translocations of hepatic Tlr4, Myd88, Nf-kβ, iNOS, and Cox2 were remarkably increased and the translocations of hepatic Iκ-Bα, Nrf2, and Sirt-1were remarkably reduced in ALI mice induced by LPS, relative to mice without LPS treatment (p < 0.05). Interestingly, pretreatment with L. paracasei CCFM1222 remarkably suppressed the hepatic Tlr4, Myd88, Nf-kβ, and iNOS translocations, and remarkably promoted Iκ-Bα, Nrf2, and Sirt-1 translocations (p < 0.05), compared with ALI mice induced by LPS. In immunohistochemistry experiments, L. paracasei CCFM1222 could up-regulate the expressions of hepatic Iκ-Bα, Nrf2, and down-regulate the expression of p65 in ALI mice induced by LPS (p < 0.05) (Figure 8B and Figure 8C).