1. Introduction
Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease of unclear etiology [
1,
2,
3]. With long-term cholestasis, inflammatory and fibrotic lesions, most patients eventually develop cirrhosis and liver failure with poor prognosis [
4,
5]. There are no effective drugs available, which stimulate need for research to elucidate interventions and treatments for PSC. Studies have certificated the intestinal microbiota of PSC population was disturbed and
P. copri was significantly deficient in PSC patients [
6,
7,
8]. In our previous study, we constructed a PSC mouse model exhibiting bile duct stricture, liver inflammation and fibrosis using 0.1% (w/w) DDC supplemented diet. Subsequently,
P. copri was intervened in PSC model animals to further explore the effect of microbial intervention. Our previous study found that the cholestasis of PSC mice was significantly improved after
P. copri treatment, but
P. copri did not reduce the liver inflammation [
9]. 16S rRNA sequencing analysis had determined that
P. copri could regulate the microenvironment of intestinal microbiota by change the abundance of specific genus, among which the abundance of
Lactobacillus genus, the top ranked beneficial bacteria, increased after
P. copri intervention in PSC mice, and the most abundant species was
L. murinus [
9]. In addition, studies have identified that
L. murinus could mediate anti-inflammatory effects in calorie-restricted mice and has a significant effect on reducing inflammation [
10,
11,
12]. Therefore, we hypothesized that
L. murinus may be assist
P. copri to improve inflammation in DDC group.
Chronic inflammation and fibrosis manifested by PSC is a compensatory response to tissue repair following cholestatic injury secondary to intra- and extrahepatic biliary stenosis [
13]. Important fibrogenic cytokines, such as transforming growth factor β1 (TGF-β1), are largely activated and released in injured bile duct and liver tissue [
14,
15]. TGF-β1 plays an important role in hepatic stellate cells (HSCs) activation and liver tissue fibrosis by sequentially binding to its receptors TGF-βR II and TGF-βR I, regulating the expression of drosophila mothers against decapentaplegic protein (SMAD) and its phosphorylated proteins to complete nuclear translocation of TGF-β1/Smad signaling [
16,
17,
18,
19]. In this study, we used a combined intervention of
P. copri and
L. murinus in PSC mice and found that
P. copri and
L. murinus alone or in combination improved the serological indices of hepatic cholestasis and the degree of liver fibrosis in PSC mice. In particular,
L. murinus exerted its specific role in reducing liver inflammation by decreased the hepatic infiltration of macrophages and monocytes in PSC mice, and the inflammation-mitigating effect was promoted when co-intervened with
P. copri. Further analysis revealed that the additive bacterial intervention inhibited DDC-activated TGF-β1/Smad pathway and significantly reduced total SMAD2/3 protein and phosphorylated protein, which suggesting that
P. copri and
L. murinus achieved to alleviate liver inflammation and fibrosis in PSC mice by inhibiting TGF-β1/Smad signaling and transduction. Collectively, these results provide a potential possibility for the therapeutic effect of combined microbial interventions of
P. copri and
L. murinus to the inflammation and fibrosis of PSC.
3. Results
Our previous study certificated that
Lactobacillus genus were decreased in DDC-induced PSC mice and monocolonized gram-negative
P. copri could recover its abundance, further analysis found that
Lactobacillus murinus (
L. murinus) is the most abundant gram-positive bacterium in DDC group [
9] (Figure S1A,B). qPCR showed that the abundance of
P. copri and
L. murinus decreased in the DDC group compared to the control group, which is consistent with our previous findings (
Figure 1A). After that, the experimental schematic diagram were designed as shown in
Figure 1B, where control and PSC model mice were fed with normal diet and 0.1% (w/w) DDC diet for one week, respectively. Then, for one week, mice gavaged with
P. copri and
L. murinus bacterial suspensions alone or simultaneously. Serum ALT, ALP and TBIL in DDC group were significantly increased compared to control mice, which suggested that DDC induce liver damage, bile duct obstruction and cholestasis (
Figure 1C). Compared to DDC group, either alone or together administrated
P. copri or/and
L. murinus significantly reduced the level of ALT, ALP and TBIL in DDC-induced groups (
Figure 1C). And there was no significant difference between the
P. copri or
L. murinus treatment group and the combined treatment group.
P. copri and
L. murinus intervention in PSC mice reduced the level of hepatic TBAs to a level similar to that of control mice (
Figure 1D). Similarly, of mice that gavaged with
P. copri or
P. copri + L. murinus blunted the reducing effect of intestinal TBAs of DDC diet mice, except for
L. murinus treatment (
Figure 1D). Furthermore, the high expression of bile duct epithelial marker cytokeratin 19 (CK19) by DDC treatment was attenuated by
P. copri or/and
L. murinus treatment, which further certificated
P. copri or/and
L. murinus intervention could alleviate the obstruction of bile duct induced by DDC in liver (
Figure 1E).
H&E staining observed that DDC treatment induced large amounts of inflammatory cell aggregate in liver to active inflammatory response, while the extent and number of inflammatory cell infiltrates decreased after the addition of
P. copri and
L. murinus intervention (
Figure 2A). IHC staining and quantitative analysis was used to detect the expression of macrophage marker F4/80 in liver tissues of mice (
Figure 2B,C). According to the quantitative results in
Figure 2C, compared with the intervention of
P. copri and
L. murinus alone, the combined treatment can significantly reduce the expression of F4/80, indicating that the combined intervention of the two strains has a better effect on reducing liver inflammation caused by DDC than the single bacterial intervention. Consistently, the above finding was proved by detect the mRNA level of macrophage marker
Mpeg1 again (
Figure 2D). Furthermore, the suppression of monocyte chemoattractant protein-1 (
Mcp-1) and vascular cell adhesion factor (
Vcam-1) were responsible for the combined intervention of
L. murinus and
P. copri, which indicated these two bacteria combination intervention might through reduce the migration and infiltration of macrophage to reduce the inflammation of DDC model (
Figure 2D). However, individual
P. copri or
L. murinus did not detract the expression of
Mcp-1 and
Vcam-1 further indicated that
P. copri treatment accelerated the improvement of
L. murinus on inflammation of PSC mice.
The formation of extracellular matrix is including the aggregation of collagen and its winding spiral arrangement, which drives the fibrosis in liver [
21,
22]. To further investigate the effect of
P. copri or/and
L. murinus on liver fibrosis, SR staining was used and found that DDC could induce onion-like fibrosis by recruiting collagen, either solo
P. copri,
L. murinus, or both induced an apparent alleviation of collagen deposit (
Figure 3A). In addition, qPCR detected that DDC-induced PSC mice shown a significantly increased of
Collagen 1a1 gene expression compared with Con (
Figure 3B). Furthermore, the expression of
Collagen 1a1 was decreased in
P. copri,
L. murinus, or both treatment which suggested that they may retard type I collagen accumulation in PSC mice. Moreover, we detected the expression of metalloproteinase 9 (
Mmp9), adhesion molecule E-cadherin/
Cah1, and tissue inhibitor of metalloproteinase 1 (
Timp-1) in liver (
Figure 3B). Compared with Con group, the level of
Mmp9,
Cdh1 and
Timp-1 in DDC group were significantly increased, whereas markedly reduced in DDC +
P. copri and DDC +
P. copri + L. murinus groups, suggesting that both interventions significantly slowed the accumulation of extracellular matrix and attenuated fibrosis under the background of DDC treatment. Nevertheless,
L. murinus administration could not offset the increase of
Cdh1,
Timp-1 in PSC mice, just only decrease the expression of
Mmp9, suggesting that the alleviating effect of
L. murinus treatment alone was not as effective as its co-intervention with
P. copri in PSC mice. As shown by
Timp-1, compared with DDC +
P. copri and DDC +
L. murinus group, DDC +
P. copri + L. murinus group could significantly reduce the degree of pro-fibrogenic factor in PSC mice, indicating that the combined treatment of the two bacteria could better alleviate the liver fibrosis caused by DDC. As a marker of hepatic stellate cells activation, α-smooth muscle actin (α-SMA) play an important role in liver fibrosis. As shown in
Figure 3C,D, IHC analysis demonstrated that DDC group had the most abundant α-SMA expression, and both
P. copri and
L. murinus treatment alone and in combination significantly decreased the expression of α-SMA in PSC mice. Consistent with this result, western blotting further certificated that α-SMA protein was also reduced in PSC mice after these two bacteria solo or combined treatments (
Figure 3E,F). Collectively, these data indicated that administration either
P. copri,
L. murinus or both could alleviate DDC-induced liver fibrosis by downregulated
Collagen 1a1,
Mmp9 and α-SMA.
To understand the mechanism by which
P. copri or
L. murinus inhibits fibrosis in PSC mice model, we detected the TGF-β1/Smad pathway. First, we found that DDC treatment increased the mRNA expression of
Tgf-β1,
Tgf-βr II,
Tgf-βr I compared with control group (
Figure 4A). Solo or combined
P. copri and
L. murinus could offset the increasing of
Tgf-β1 observed in PSC mice. However, compared to DDC group,
L. murinus and
P. copri + L. murinus treatment could down regulate the elevated expression of
Tgf-β II and
Tgf-β I under DDC background,
P. copri has no such effect. Western blotting further confirmed that DDC stimulate the release of TGF-β1 to activate the phosphorylation of SMAD2/3, which lead to P-SMAD2/3 translocation from cytoplasm to nucleus induce HSC activation and liver fibrosis (
Figure 4B). Compared with DDC group, solo
P. copri treatment significantly decreased the SMAD2 and P-SMAD2, single
L. murinus treatment notably reduced P-SMAD2, and
P. copri combined with
L. murinus administration exhibited remarkable reduction of SMAD2 and P-SMAD2 (
Figure 4C). In addition, as shown in
Figure 4D, SMAD3 protein expression was significantly activated by DDC. When
P. copri and
L. murinus intervened PSC mice alone, SMAD3 protein level could not be significantly restored, while when both bacteria jointly treated, SMAD3 expression was significantly reduced. P-SMAD3 protein was significantly inhibited by strain intervention, and could be restored to normal level after
P. copri and
L. murinus treatment alone and in combination. Together, these results suggested that
P. copri,
L. murinus treatment alleviated DDC-induced liver fibrosis by inhibiting TGF-β1/Smad signaling and the effect of combined
P. copri with
L. murinus is more obvious.
PCoA analysis demonstrated that each group was distinguishable from others at the OTU level (
Figure 5A) and compared with the intestinal microbiota diversity of mice in the DDC group, the microbiota richness diversity of mice was significantly higher in the DDC +
P. copri, DDC +
L. murinus and DDC +
P. copri +
L. murinus groups (
Figure 5B). PLS-DA analysis further showed that each of the four control groups could be distinguished from each other, while there was a partial overlap in the background of DDC treatment groups (
Figure 5C), which indicating there were some common genus of gut microbiota in
P. copri or/and
L. murinus treatment in PSC mice. Venn diagram was used to analysis the number of common and unique OTUs in the intestinal microbiota of each group of mice, and found that the number of OTUs decreased after the DDC intervention, with a total of 166 identical OTU sequences (
Figure 5D). Two-matrix correlation analysis was performed between
g_Prevotella,
g_Lactobacillus, and
g_Staphylococcus, the most abundant of OTU values, and the detected values of ALP, ALT, TBIL, F4/80 and αSMA (
Figure 5H). The results showed a significant positive correlation between
g_Staphylococcus and changes in these indicators (r = 0.44, P = 0.002; r = 0.46, P = 0.0009; r = 0.47, P = 0.0007; r = 0.50, P = 0.0003; r = 0.44, P = 0.002, respectively), while
g_Lactobacillus showed a significant negative correlation (r = −0.56, P < 0.001; r = −0.43, P = 0.002; r = −0.53, P = 0.0001; r = −0.65, P < 0.001; r = −0.58, P < 0.001, respectively) and
g_Prevotella showed only a statistically significant negative correlation with ALT (r = −0.31, P = 0.03). The above results illustrated that the increase of
Lactobacillus abundance was significantly correlated with the recovery of serum biochemical indicators ALP, ALT and TBIL (
Figure 1C), the decrease of macrophage number (
Figure 2C), and the decrease of αSMA positive area indicators (
Figure 3D). The addition of
Prevotella significantly modulated the reduction of ALT indicators in
Figure 1C, suggesting the addition of bacteria showed a significant improvement of DDC-induced liver injury, inflammation and fibrosis.
According to the above results, we suspected that
P. copri and
L. murinus might be co-located in the intestine and regulate hepatic fibrosis and inflammation-related signaling pathways through the liver-intestine axis to improve effects. We constructed fluorescent labeling strain of
P. copri and
L. murinus named Cy5-
P. copri and TAMRA-
L. murinus, in which add two FDAA probes, the D-type amino acids DDap (Cy5)-NH
2 and DDap (5TAMRA)-NH
2 in separately cultivate, media as shown in
Figure 6A. And the fluorescence labeled bacteria could be clearly seen by changing the wavelength of different excitation light under a laser confocal microscope after in vitro culture (
Figure 6C,D). Microscopic observation showed that both green fluorescent labeling Cy5-
P. copri and red fluorescent labeling TAMRA-
L. murinus localized in the gastrointestinal tract in gavaged mice by vivo imaging observation (
Figure 6E,F). As expected, frozen sections of SI and colon were observed under confocal microscopy further certificated that two types of fluorescence were visible in the same location in the intestine when the two strains intervened together (
Figure 6B). These results indicated that
P. copri and
L. murinus were stably present in the intestine and could coexist in the same location, providing a theoretical basis for the combined intervention of
P. copri and
L. murinus in PSC mice to improve their liver injury, inflammation and fibrosis.
4. Discussion
The change of gut microbiome composition have been reported that is not only associated with some diseases but also modulate host metabolism [
23,
24,
25,
26]. Our previous study have certificated that
P. copri intervention significantly improved cholestasis and BA metabolism in PSC mice [
9], but
P. copri failed to reduce liver inflammation. Therefore, we speculate that the combination of beneficial bacteria may improve disease status in PSC mice, including reducing inflammation. Previous studies have certificated that
L. murinus was able to mediate the anti-inflammatory effects in calorie restricted mice [
11] and we found that
Lactobacillus showed a significant decrease in abundance after DDC treatment and an increase in abundance after DDC +
P. copri treatment in our earlier studies [
9], suggesting that the addition of
L. murinus might help
P. copri to exert anti-inflammatory effect in PSC mice. Consistent with our thought, combined intervention of both
P. copri and
L. murinus to improve liver injury, inflammatory and fibrotic processes in a DDC-induced PSC mouse model (
Figure 2). Moreover, the combined intervention of the two bacteria significantly reduced the expression of inflammatory factors such as
Mpeg1 and
Mcp-1(
Figure 2D).
Mpeg1 is a gene that encodes macrophage-specific expression, which represented changes in the number of macrophages [
27,
28].
Mcp-1 is a chemokine that specifically acts on monocytes to accelerate the aggregation of monocytes [
29,
30]. It has been found that activation of monocytes and macrophages is stimulated by the microenvironment in vivo, including pathogens such as
Mycobacterium tuberculosis infection, delayed hypersensitivity reactions and other diseases [
31,
32]. This leads to some qualitative and quantitative changes in macromolecular components of macrophage membrane and promotes inflammation [
33,
34]. In our previous study, we discovered that only when the intestinal mucosa was damaged by DDC treatment leading to
P. copri breach the barrier into the internal environment induce inflammation, while the gut barrier is intact does this pro-inflammatory effect not work [
9]. Therefore, DDC induced severe liver inflammation and fibrosis in PSC mice by recruiting a large number of macrophages and monocytes. The combined intervention of
P. copri and
L. murinus significantly reduced the response of macrophages and monocytes in PSC mice, and the improvement of inflammatory immune response in PSC mice was characterized by the expression of
Mpeg1 and
Mcp-1.
Previous study has certificated that
Staphylococcus is the most common purulent cocci and is susceptible to infection when the skin mucosa is traumatized, or when the immunity of the organism is reduced [
35,
36]. In our study, 16S rRNA intestinal microbiota sequencing analysis indicated that
g_Staphylococcus was the most abundant genus and showed a significant positive correlation with ALP, ALT, TBIL, F4/80 and αSMA, suggesting that its increased abundance was contributing to the exacerbation of disease indications in the DDC-induced PSC model mice (
Figure 5H). Different from
Staphylococcus,
Prevotella and
Lactobacillus were negatively correlated with ALP, ALT, TBIL, F4/80 and αSMA, which means that the increase in
P. copri and
L. murinus abundance after the addition of the genus intervention contributed to reducing disease indicators in the PSC mice. This difference may be due to the enterotoxin produced by
Staphylococcus during proliferation, which harms the metabolism of microbiota and disease symptoms in vivo [
37]. While both
P. copri and
L. murinus have been found to regulate metabolism in vivo, for example,
P. copri could help to decompose proteins and carbohydrates [
38,
39].
L. murinus can produce lactic acid through fermentation of carbohydrates, promote animal growth, regulate normal gastrointestinal microbiota [
10,
40]. Other studies have shown that
Lactobacillus can significantly activate the phagocytosis of macrophages, stimulate peritoneal macrophages, induce the production of interferon which have special advantages in improving inflammation and fibrosis [
41,
42,
43,
44]. This is consistent with our findings in
Figure 2 that
L. murinus significantly reduced liver inflammation in PSC mice after intervention.
TGF-β1 and SMAD protein family play a key role in liver fibrosis [
16,
45,
46,
47,
48]. In hepatic stellate cells, TGF-β1 produced by paracrine and autocrine can strongly stimulate the synthesis of Collagen type I and other mechanistic components [
49,
50]. It has been confirmed that TGF-β1 can encode the expression of major extracellular matrix component genes and regulate the progression of liver fibrosis by activating metalloproteinase inhibitors to inhibit metalloproteinase activity [
51,
52]. SMADs family proteins play a key role in the transmission of TGF-β1 signals from cell surface receptors to the nucleus, and different SMADs mediate signal transduction of different TGF family members [
53,
54,
55]. According to their functions, the SMADs protein family can be divided into three subfamilies: receptor-activated SMAD (R-SMAD), common pathway SMAD (Co-SMAD) and suppressed SMAD (I-SMAD) [
45,
46]. R-SMAD can be activated by TGF-β1 receptors and form complexes with them, including SMAD2 and SMAD3. It has been pointed out that with the aggravation of liver fibrosis, the expression of SMAD2 and SMAD3 is increasing [
57]. SMAD3 knockout mice had a lower degree of liver fibrosis induction than wild-type mice [
58]. Co-SMAD, including SMAD4, is a medium commonly required in the signaling process of the TGF family. Studies have found that increasing the content of SMAD4 can reduce the synthesis of hepatic ECM, thus slowing down the process of liver fibrosis, which has potential clinical application value [
59]. I-SMAD includes SMAD6 and SMAD7, which bind to the TGF complex and inhibit or regulate TGF-β1 signaling to improve liver inflammation and fibrosis [
60]. The DDC-induced PSC mouse model used in this study presented severe liver inflammation and fibrosis. By detecting the expression levels of TGF-β1 and SMADs proteins in vivo (
Figure 4), it was found that DDC activated the TGF-β1/Smad signaling pathway and significantly increased the expression of TGF-β1 and SMAD 2/3 proteins to induce liver inflammation and fibrosis. After
P. copri and
L. murinus intervention, the reception and binding of TGF-β1 signal decrease, and the relative level of SMAD 2/3 also significantly decreased, suggesting that the TGF-β1/Smad signaling pathway was inhibited by bacterial intervention, which significantly improved liver inflammation and fibrosis in PSC mice.
Figure 1.
Supplementation of P. copri and L. murinus improved liver injury and cholestasis in PSC mice. (A) The abundance of P. copri and L. murinus in PSC mice. (B) Schematic diagram of PSC mouse construction and intervention method in this experiment. (C) The levels of ALT, ALP and TBIL in serum of mice in each group. (D) TBAs content in liver and small intestinal tissue. (E) Immunohistochemistry staining of CK19 in liver tissues, and the box shows the obstruction of bile components in the bile duct. (Scale bar 100 μm; original magnification 20×; * is the statistical difference compared with the Con + PBS group, and # is the statistical difference compared with the DDC + PBS group, and & is the statistical difference compared with the DDC + P. copri + L. murinus group; * p < 0.05, ** p < 0.01, *** p < 0.001; # p < 0.05, ## p < 0.01, ### p < 0.001).
Figure 1.
Supplementation of P. copri and L. murinus improved liver injury and cholestasis in PSC mice. (A) The abundance of P. copri and L. murinus in PSC mice. (B) Schematic diagram of PSC mouse construction and intervention method in this experiment. (C) The levels of ALT, ALP and TBIL in serum of mice in each group. (D) TBAs content in liver and small intestinal tissue. (E) Immunohistochemistry staining of CK19 in liver tissues, and the box shows the obstruction of bile components in the bile duct. (Scale bar 100 μm; original magnification 20×; * is the statistical difference compared with the Con + PBS group, and # is the statistical difference compared with the DDC + PBS group, and & is the statistical difference compared with the DDC + P. copri + L. murinus group; * p < 0.05, ** p < 0.01, *** p < 0.001; # p < 0.05, ## p < 0.01, ### p < 0.001).
Figure 2.
L. murinus combined with P. copri significantly reduced liver inflammation in PSC mice. (A) HE staining of liver tissue shows the aggregation of inflammatory cells shown in the box. (B) The changes of macrophages in liver tissues were observed by F4/80 immunohistochemical staining. (C) The area of F4/80 positive staining area of liver tissue was quantitatively determined by ImageJ software, and six fields were randomly selected from the staining map of each sample section in each group for statistics. (D) The secretion levels of Mpeg1, Mcp-1 and Vcam-1 in liver tissues. (Scale bar 100 μm; original magnification 20×; * is the statistical difference compared with the Con + PBS group, and # is the statistical difference compared with the DDC + PBS group, and & is the statistical difference compared with the DDC + P. copri + L. murinus group; * p < 0.05, ** p < 0.01, *** p < 0.001; # p < 0.05, ## p < 0.01, ### p < 0.001).
Figure 2.
L. murinus combined with P. copri significantly reduced liver inflammation in PSC mice. (A) HE staining of liver tissue shows the aggregation of inflammatory cells shown in the box. (B) The changes of macrophages in liver tissues were observed by F4/80 immunohistochemical staining. (C) The area of F4/80 positive staining area of liver tissue was quantitatively determined by ImageJ software, and six fields were randomly selected from the staining map of each sample section in each group for statistics. (D) The secretion levels of Mpeg1, Mcp-1 and Vcam-1 in liver tissues. (Scale bar 100 μm; original magnification 20×; * is the statistical difference compared with the Con + PBS group, and # is the statistical difference compared with the DDC + PBS group, and & is the statistical difference compared with the DDC + P. copri + L. murinus group; * p < 0.05, ** p < 0.01, *** p < 0.001; # p < 0.05, ## p < 0.01, ### p < 0.001).
Figure 3.
P. copri and L. murinus alone and in combination can improve liver fibrosis in PSC mice. (A) SR staining of liver tissue from mice, with onion-like fibrotic phenotype in the box. (B) Expression level of fibrosis related factors Cdh1, Collagen 1a1, Timp-1 and Mmp9 in liver tissue. (C) αSMA immunohistochemical staining of liver tissue, and (D) statistical map of positive staining area analyzed by ImageJ software. (E) The bands of αSMA protein and internal reference GAPDH protein in liver tissues of each group of mice, and (F) the expression level of αSMA protein relative to GAPDH protein. (Scale bar 100 μm; original magnification 20×; * is the statistical difference compared with the Con + PBS group, and # is the statistical difference compared with the DDC + PBS group, and & is the statistical difference compared with the DDC + P. copri + L. murinus group; * p < 0.05, ** p < 0.01, *** p < 0.001; # p < 0.05, ## p < 0.01, ### p < 0.001).
Figure 3.
P. copri and L. murinus alone and in combination can improve liver fibrosis in PSC mice. (A) SR staining of liver tissue from mice, with onion-like fibrotic phenotype in the box. (B) Expression level of fibrosis related factors Cdh1, Collagen 1a1, Timp-1 and Mmp9 in liver tissue. (C) αSMA immunohistochemical staining of liver tissue, and (D) statistical map of positive staining area analyzed by ImageJ software. (E) The bands of αSMA protein and internal reference GAPDH protein in liver tissues of each group of mice, and (F) the expression level of αSMA protein relative to GAPDH protein. (Scale bar 100 μm; original magnification 20×; * is the statistical difference compared with the Con + PBS group, and # is the statistical difference compared with the DDC + PBS group, and & is the statistical difference compared with the DDC + P. copri + L. murinus group; * p < 0.05, ** p < 0.01, *** p < 0.001; # p < 0.05, ## p < 0.01, ### p < 0.001).
Figure 4.
P. copri and L. murinus reduced liver inflammation and fibrosis in PSC mice by inhibiting the DDC-activated TGF-β1/Smad pathway. (A) The expression of TGF-β1 and its receptor, Smad2, in liver tissue was determined by qPCR. (B) Immunoblotting bands of total and phosphorylated proteins of SMAD2 and 3. The gray values of the total and phosphorylated protein bands of SMAD2 (C) and SMAD3 (D) in the liver tissues of mice in each group were statistically analyzed by ImageJ software. (* is the statistical difference compared with the Con + PBS group, and # is the statistical difference compared with the DDC + PBS group, and & is the statistical difference compared with the DDC + P. copri + L. murinus group; * p < 0.05, ** p < 0.01, *** p < 0.001; # p < 0.05, ## p < 0.01, ### p < 0.001).
Figure 4.
P. copri and L. murinus reduced liver inflammation and fibrosis in PSC mice by inhibiting the DDC-activated TGF-β1/Smad pathway. (A) The expression of TGF-β1 and its receptor, Smad2, in liver tissue was determined by qPCR. (B) Immunoblotting bands of total and phosphorylated proteins of SMAD2 and 3. The gray values of the total and phosphorylated protein bands of SMAD2 (C) and SMAD3 (D) in the liver tissues of mice in each group were statistically analyzed by ImageJ software. (* is the statistical difference compared with the Con + PBS group, and # is the statistical difference compared with the DDC + PBS group, and & is the statistical difference compared with the DDC + P. copri + L. murinus group; * p < 0.05, ** p < 0.01, *** p < 0.001; # p < 0.05, ## p < 0.01, ### p < 0.001).
Figure 5.
P. copri and L. murinus affected the structure and diversity of intestinal microbiota, and had a significant negative correlation with the observed indicators. (A) PCoA analysis was performed on the intestinal microbiota of eight groups of mice at OTU level, and significant differences were found between groups. (B) Using Simpsoneven index as reference, the intestinal microbiota of each group showed different diversity and evenness. (C) PLS-DA analysis of classification reliability of each group, Con group and DDC group can be well separated. (D) Venn diagram shows the number of different and common OTU in different treatment groups. (H) Two matrices were used to analyze the correlation between the abundance values of g_Staphylococcus, g_Lactobacillus and g_Prevotella and the quantitative values of ALP, ALT, TBIL, F4/80 and αSMA.
Figure 5.
P. copri and L. murinus affected the structure and diversity of intestinal microbiota, and had a significant negative correlation with the observed indicators. (A) PCoA analysis was performed on the intestinal microbiota of eight groups of mice at OTU level, and significant differences were found between groups. (B) Using Simpsoneven index as reference, the intestinal microbiota of each group showed different diversity and evenness. (C) PLS-DA analysis of classification reliability of each group, Con group and DDC group can be well separated. (D) Venn diagram shows the number of different and common OTU in different treatment groups. (H) Two matrices were used to analyze the correlation between the abundance values of g_Staphylococcus, g_Lactobacillus and g_Prevotella and the quantitative values of ALP, ALT, TBIL, F4/80 and αSMA.
Figure 6.
P. copri and L. murinus were labeled by Cy5 and TAMRA fluorescence, respectively, and intestinal coexistence was observed after gavage. (A) P. copri and L. murinus were cultured in 300 μM Cy5 and TAMRA added medium respectively, and fluorescein labeled bacteria were obtained after 24 h (C, D, and Scale bar 10 μm). The fluorescence intensity of fluorescent-labeled Cy5-P. copri (E) and TAMRA-L. murinus (F) in intestinal tract was observed by fluorescence imaging in vivo. (B) The frozen sections of small intestine and colon were taken quickly, the cell nuclear were stained with DAPI to observe the location of fluorescent-labeled bacteria (Scale bar 20 μm; * is the statistical difference compared with the Con + PBS group, * p < 0.05, ** p < 0.01, *** p < 0.001).
Figure 6.
P. copri and L. murinus were labeled by Cy5 and TAMRA fluorescence, respectively, and intestinal coexistence was observed after gavage. (A) P. copri and L. murinus were cultured in 300 μM Cy5 and TAMRA added medium respectively, and fluorescein labeled bacteria were obtained after 24 h (C, D, and Scale bar 10 μm). The fluorescence intensity of fluorescent-labeled Cy5-P. copri (E) and TAMRA-L. murinus (F) in intestinal tract was observed by fluorescence imaging in vivo. (B) The frozen sections of small intestine and colon were taken quickly, the cell nuclear were stained with DAPI to observe the location of fluorescent-labeled bacteria (Scale bar 20 μm; * is the statistical difference compared with the Con + PBS group, * p < 0.05, ** p < 0.01, *** p < 0.001).
Table 1.
List of primer sequences used in this study.
Table 1.
List of primer sequences used in this study.
Gene |
Gene name |
Sequence |
Mpeg1 |
Macrophage-expressed gene 1 |
CGAAGATGGCCACCTACCTGGCAGA |
GAAGGCAATCCCTGCAGAAGCGGTC |
Mcp-1 |
Monocyte chemoattractant protein-1 |
GATGCAGTTAACGCCCCACT |
CCCATTCCTTCTTGGGGTCA |
Vcam-1 |
Vascular cell adhesion molecule-1 |
GCTCTGTGGGTTTTGAGGATGA |
GGATCTTCAGGGAATGAGTAGACC |
Cdh1 |
Cadherin 1 |
CGTCCTGCCAATCCTGATGA |
ACCACTGCCCTCGTAATCGAAC |
Collagen 1a1 |
Collagen type I alpha 1 |
GAATGCAATGAAGAACTGGACTGT |
TCCTACATCTTCTGAGTTTGGTGA |
Timp-1 |
Tissue inhibitor of metalloproteinase 1 |
CATGGAAAGCCTCTGTGGAT |
AAGCTGCAGGCATTGATGTG |
Mmp9 |
Matrix metalloproteinase 9 |
CGCCTTGGTGTAGCACAACA |
ACAGGGTTTGCCTTCTCCGTT |
Tgf-β1 |
Transforming growth factor-beta 1 |
TCAGACATTCGGGAAGCAGT |
ACGCCAGGAATTGTTGCTAT |
Tgf-βrⅡ
|
Transforming growth factor-beta receptor Ⅱ |
GGCTCTGGTACTCTGGGAAA |
AATGGGGGCTCGTAATCCT |
Tgf-βrⅠ
|
Transforming growth factor-beta receptorⅠ |
GGCGAAGGCATTACAGTGTT |
TGCACATACAAATGGCCTGT |
Smad2 |
Mothers against decapentaplegic homolog 2 |
TGTAGACGGCTTCACAGACC |
TCACTTAGGCACTCAGCAAAC |
P. copri |
Prevotella copri |
CCGGACTCCTGCCTGCAA |
GTTGCGCCAGGCACTGCGAT |
L. murinus |
Lactobacillus murinus |
TAGGATTGTCAAAAGATGTC |
AGCTAGTTGGTGGGGTAAAG |
Eub |
The universal primer sequence of 16S for bacteria |
AGAGTTTGATCCTGGCTC |
TGCTGCCTCCCGTAGGAGT |
338F806R |
Bacterial-targeting universal primers (MiSeq sequencing platform) |
ACTCCTACGGGAGGCAGCAG |
GGACTACHVGGGTWTCTAAT |