The landscape of scRNA-seq in the HSCs of mouse hepatic fibrosis
As shown in the Fig. 1A-B, we attempted to visualize the distribution of HSCs for Oil, CCL4 and BDL groups by UMAP method, and then annotated with the cell clusters according to previous study, the cells were divided into aHSCs and qHSCs[28]. In the graph, each point representing a cell. According the distribution of HSCs, we observed that aHSCs were more enriched in the CCL4 and BDL groups, and the qHSCs were mainly enriched in the Oil group. Then, unsupervised clustering assay was visualized to compared the similarity of aHSCs and qHSCs in CCL4 and BDL groups, as shown in Fig. 1C, where the vertical coordinates represent distances, indicating that aHSCs and qHSCs was divided significantly. The proliferation index of aHSCs was significantly increased in the CCL4 and BDL groups. Similarly, the cell proliferation activity was higher in the CCL4 group compared with the BDL group (Fig. 1D-E).Next, we also demonstrated the enrichment of aHSCs was higher in CCL4 gourp than BDL model by evaluating the cell cycle (Fig. 1F-G).
Eif5a was contributed to aHSCs in mouse hepatic fibrosis
Based upon the results, we further identified significantly upregulated-genes between qHSCs and aHSCs from CCL4 and BDL models (Supplementary Table 2). We referenced the previous description, the Eif5a was reported that prevented the kidney fibrosis[33; 34]. Moreover, several studies verified the gene play an oncogene in hepatocarcinoma through promoting epithelial mesenchymal transition, which illustrated that the gene could regulate the mesenchymal-associated proteins[35; 36; 37]. As shown in the Fig. 1H-I, the violin plot presented the expression of Eif5a, Col1a1 and Col1a2 and we found that the expression of Eif5a was higher in CCL4-driven aHSCs than BDL-treated aHSCs. Moreover, the spearman’s correlation coefficients showed that the co-expression relationship, which demonstrated the Eif5a was positively correlated with fibrosis-related genes. (Fig. 1J). Next, based on the median value of Eif5a, the samples were divided into Eif5a-high and Eif5a-low groups respectively, we found that a higher proportion of aHSCs in the Eif5a-high group (Fig. 1K-L).
Eif5a is positively enriched in mitochondrial-associated pathways
To further identified whether the Eif5a modulate the mitochondrial-associated genes, we picked out mitochondrial and ATP corresponded terms by R package msigdbr (Supplementary Table 3), observing the Eif5a-high group was mainly enriched in the active mitochondrial module (Fig. 2A-B). Accordingly, we randomly selected several mitochondrial-related pathways in the CCL4 and BDL models, mitochondrial-gene-expression, mitochondrial-transport, mitochondrial-membrane-organization, respectively. As expected, we found that, comparing with the Eif5a-low group, Eif5a-high group followed by a higher score by the ssGSEA algorithm of the R package GSVA (Fig. 2C-D). These bioinformatic analysis results provided us abundant evidences, which inspirates us to hypothesize that Eif5a might play a regulatory role in liver fibrosis. We need further to demonstrated this find.
Eif5a is enhanced expression in liver fibrosis
To further explore the role of Eif5a in vivo and in vitro, CCL4 and BDL liver fibrosis models were established. As shown in the representative images (Fig. 3A). The liver tissue surface in CCL4 mice with scattered white granules and edges of liver was rounded, however, tissue morphology appearance in saline mice was smooth and with a reddish-brown color. BDL tissue showed obviously swollen gallbladder with a bottle green color compared to the sham mice. For the next step, we counted the body weight, liver weight and liver/body weight ratio (LV/BV) in different groups. The body weight of CCL4 mice and BDL mice were decreased than individual normal groups (Fig. 3B). The liver weight of CCL4 mice also decreased compared with that of normal mouse control mice, and the liver weight of BDL mice increased than sham group, it was considered that the ligated bile duct prevented bile flowing into the duodenum and thus stagnated in the liver (Fig. 3C). In contrast to the saline group, CCL4 injection induced decreases of the LW/BW, BDL treatment group showed the upregulation of LV/BW (Fig. 3D). The liver of CCL4 treatment and BDL intervene resulted remarkable histopathologic changes. As shown in the Fig. 3E, compared with the saline and sham mice, CCL4 and BDL mice showed broadly clustered Kupffer cells infiltration by H&E staining. Moreover, the masson staining demonstrated the clustered collagen deposition in the liver paraffin sections of CCL4 and BDL groups. Next, immunohistochemistry (IHC) detected the expression of Eif5a and fibrosis-related indicators, which including α-SMA and Collagen I. As shown by the sections, we found that the expression of α-SMA, Collogen I and Eif5a were all higher in CCL4 and BDL group than saline and sham group (Fig. 3F). Moreover, the above results indicating that the fibrotic level in CCL4 mice was higher than BDL mice according the fibrotic manifestations.
Thus, we performed the vitro study to further demonstrated the Eif5a expression. The JS-1 cells were treated with TGF-β1 (20 ng/mL) and 20% serum for 24 h, qRT-PCR assay analyzed the expressions of fibrotic-related mRNAs, the data showed that the Col1a1, Acta2, and Eif5a level were significantly upregulated by induced TGF-β1 and 20% serum (Fig. 3G). As shown the representative images, immunofluorescence co-localization demonstrated the subcellular localization of α-SMA and Eif5a and the proteins expression. The representative photographs speculated the α-SMA and Eif5a proteins levels were upregulated in TGF-β1 and serum group compared with normal JS-1 cells, simultaneously, α-SMA was mainly expression in the cellular cytoplasm, and the Eif5a was localized in the both nucleus and cytoplasm in JS-1 cells (Fig. 3H). The above experiments speculated that the Eif5a expression was positively associated with fibrogenesis and could play a regulator role in liver fibrosis process. Next, we try to explore the function and mechanism of Eif5a in liver fibrosis.
Inhibition of Eif5a ameliorates fibrogenesis in TGF-β1-treated JS-1 cells
We suppressed the expression of Eif5a by siRNA technology, and to clarified the role of Eif5a on fibrogenesis. The three small interfering RNAs were constructed. qRT-PCR assay showed that transfected siRNAs all suppressed Eif5a level and the siRNA-1 contributed to the best silencing efficiency in JS-1 cells (Fig. 4A). Then the siRNA-1 was applied to completed the subsequent experiments. CCK-8 assay was constructed to clarified cell vitality. The OD value showed that silencing of Eif5a restrained the cell viability in TGF-β1 induced JS-1 cells (Fig. 4B). Next, we further applied an EdU method to identified the cell proliferation conditions in treated JS-1 cells by Eif5a interfering. As expected, treated TGF-β1 could improve the cell proliferation, and transfected silencing Eif5a tended to restore cell proliferation by TGF-β1 inducing (Fig. 4C-D). We then clarified the cells migration condition by wound healing experiments. The experiments clarified that the cell migration ability was upregulated by inducing TGF-β1, however, si-Eif5a inhibited the activated cells migration ability (Fig. 4E-F). At the same time, qRT-PCR method analyzed the influence of Eif5a for profibrogenic-genes expression. As expected, treated TGF-β1 could enhance the expression of fibrotic-marker mRNAs, which including Col1a1, Col3a1, Acta2, in addition, inhibition of Eif5a restored the upregulation of fibrotic-marker genes (Fig. 4G-J). Moreover, the representative images showed the changes of fluorescence intensity. TGF-β1 group enhanced the protein expression of α-SMA, the silencing Eif5a slightly mitigated the enhanced expression of α-SMA, thus retard the differentiation into myofibroblasts (Fig. 4K).
Anti-fibrotic functions of EIF5A in TGF-β1 induced LX-2 cells
Next, we continued to examine the role of the EIF5A on fibrogenesis in LX-2 cells. The expression of EIF5A was down-regulated by siRNA technology, and the qRT-PCR assay confirmed the inhibition efficiency (Fig. 5A). Treated in the same way as JS-1 cells, CCK-8 method was carried out to clarify the LX-2 cells viability, the TGF-β1 treatment increased the cells viability, si-EIF5A mitigated the upregulation of cell viability by induced TGF-β1(Fig. 5B). In order to confirmed the effects of EIF5A by TGF-β1-driven fibrogenesis, we found that TGF-β1 trigger cells proliferation, whereas, inhibitory EIF5A attenuated the proliferation ability of activated LX-2 cells (Fig. 5C-D). Furthermore, wound healing results clarified that TGF-β1 could increase cells migration ability, and silencing EIF5A reversed the upregulation of administration by TGF-β1 in LX-2 cells. (Fig. 5E-F). Cell cycle assay further confirmed that si-EIF5A tend to prolong G1 phase and shortened S phase in treated LX-2 cells (Fig. 5G-H). These phenotypes results following our hypotheses, however, we still need to further clarify the role of EIF5A for fibrotic-genes.
The qRT-PCR assay results demonstrated that after knockdown of EIF5A, the fibrotic-related mRNAs were decreased (Fig. 6A-D). Consistent with the above results, the proteins expression of EIF5A, Collagen I, and α-SMA were overexpression in TGF-β1 group, on the contrary, the transfected si-EIF5A into treated LX-2 cells suppressed the upregulation of these proteins by western blot assay (Fig. 6E-F). As shown in the representative confocal microscopic images, which showed that the si-EIF5A can reduce the α-SMA expression,
which illustrate the EIF5A silencing blunted the transition of hepatic stellate cells into myofibroblasts (Fig. 6G). Then we further explored the function of EIF5A in vivo experiments.
Silencing Eif5a mitigated liver fibrosis progress in CCL4-treated mice
The liver fibrosis by driven-CCL4 has been widely used in the animal experiments, so that we choose the method to accomplish the animal experiments[38]. To characterized the effect of Eif5a in vivo experiments, we injected an adeno-associated virus containing an Eif5a interference (AAV-sh-Eif5a) or AAV-sh-scramble (AAV-sh-scr) in CCL4 mice. As illustrated in the Fig. 7A, the flowchart showing the process of treated mice. mice were randomly assigned to experimental groups, administered AAV-sh-Eif5a and AAV-sh-scr were injected by tail vein. After 30 days, 10% CCL4 or the same dose of saline were treated by intraperitoneal injection and maintained 8 weeks, mice were euthanized and gutted liver tissue. As expected, the representative photographs of liver in CCL4 group exhibited bumpy nodules, scattered white granular and rounded edges, sh-Eif5a group slightly alleviated the liver morphology appearance by treated CCL4(Fig. 7B). Furthermore, we observed that fibrosis disorders could decrease the body weight, liver weight and LW/BW ratio, however, the depletion of Eif5a might attenuate the mouse poor healthy condition driven by CCL4, which the body weight, liver weight were up-regulated, LW/BW ratio not showed the significantly statistics, compared with the AAV-sh-scr group (Fig. 7C-E).
In the following experiences, a series of pathological experiments corroborated the above results. H&E staining assay illustrated that slow down Eif5a had lower inflammatory cells infiltration than negative group, meanwhile, collogen deposition level in AAV-sh-Eif5a group also significantly down-regulated than negative control by Masson assay (Fig. 7F). Immunohistochemical staining demonstrated that the expression of Eif5a, α-SMA and Collagen I was up-regulated, and that such upregulation was alleviated in the silencing Eif5a mice (Fig. 7G). Liver-related serological tests could also assess the degree of liver fibrosis, the serum aminotransferase assay showed that AST and ALT were higher in CCL4 mice than normal control, however, after being injected with AAV-sh-Eif5a, AST and ALT were downregulated compared with AAV-sh-scr group (Fig. 7H-I). Meanwhile, the hydroxyproline content also evaluated the degree of liver fibrosis. We found that application of CCL4 increased the liver hydroxyproline content, and Eif5a silencing alleviated the hydroxyproline content by CCL4 administration (Fig. 7J). Consistently, western blot experiments detected the expression of whole liver tissues, and confirmed that silenced expression of Eif5a reduced the expression of Collagen I, and α-SMA proteins (Fig. 7K-L). Based upon these results, we clarified that inhibitory Eif5a could retard liver fibrosis progress by CCL4-induced mice. Taken together, the current study suggested that the Eif5a might be considered potential strategies for against liver fibrosis. Next, we will continue decipher the underlying mechanism between Eif5a and activated HSCs.
Silencing EIF5A alleviates fibrogenesis through inducing mitochondrial disfunction
In previous study, EIF5A was reported to target gene in the renal fibrosis through involving into mitochondrial biogenesis[34; 39]. These studies inspirates us that EIF5A could regulate the HSCs through interacting mitochondrial function. In the following experiences, we utilized the transmission electron microscopy to observed the change of mitochondrial morphology. As shown in the representative photographs, Knockdown EIF5A into LX-2 cells lead to mitochondrial length shortened (Fig. 8A). Consistent with the results, the mitochondrial fluorescence images suggested that EIF5A inhibiting induced mitochondrial shattered by Mito-tracker Green FM prober, which increased the roundness of mitochondrial morphological correspondingly (Fig. 8B-C). Further, mitochondrial membrane potential results showed that EIF5A deficiency reduced the cellular mitochondrial membrane potential by TMRM staining in TGF-β1-treated LX-2 cells (Fig. 8D-E). Mitochondrial respiratory function was analyzed by mitochondrial oxygen consumption rate (OCR) assay, and the statistical analysis showed that down-regulation of EIF5A could decrease cellular oxygen consumption rate for treated LX-2 cells (Fig. 8F-G). Therefore, the above results enlighten us to performed an energy assay to verify the changes in cellular energy metabolism. As shown in the Fig. 8H, TGF-β1 + si-EIF5A group suppressed the cellular ATP generation than TGF-β1 + si-NC group. Based upon these data, we considered that the EIF5A deficiency could induce mitochondrial disfunction and affected mitochondrial dynamics. The conclusion provides a decipherment of mechanism in activated HSCs.