Abstract
Severe diseases like cirrhosis and liver failure can be developed from primary biliary cholangitis (PBC). Endothelin-2 (EDN2) and endothelin receptor B (EDNRB) are related to the pathogenesis of PBC. However, the roles of EDN2 and EDNRB in PBC-related liver injury and inflammation along with molecular mechanisms are poorly defined. In this study, histopathologic alterations of liver tissues were assessed through hematoxylin–eosin staining. Alanine transaminase (ALT), alkaline phosphatase (ALP), aspartate transaminase (AST), and γ-Glutamyltranspetidase (GGT) (4 liver function indexes) serum levels were detected with corresponding activity assay kits. Also, we determined the levels of M2 subtype anti-mitochondrial antibody (AMA-M2), interferon-gamma (IFN-γ), and tumor-necrosis factor alpha (TNFα) in serum with ELISA assay. Later, RT-qPCR assay was used to measure the expression of genes at mRNA levels, while western blotting and immunohistochemical techniques were used to detect protein levels of genes. Our results showed that the liver tissues of PBC patients and mice presented with severe hepatocyte injury and inflammatory cell infiltration as well as destruction of intrahepatic small bile ducts. ALP, AST, ALT, GGT, AMA-M2, IFN-γ, and TNF-α serum levels were higher in PBC patients and mice. Besides, EDN2 and EDNRB were highly expressed in serums and livers of PBC patients and mice. EDNRB potentiated PBC-related liver injury and pro-inflammatory responses, as evidenced by observation of serious liver pathologic injury and increased serum levels of ALP, AST, ALT, AMA-M2, IFN-γ, and TNF-α in PBC mice following EDNRB overexpression. EDNRB overexpression or activation via its agonist IRL-1620 TFA triggered liver injury and pro-inflammatory responses, increased GRK2 expression and induced NF-κB expression and activation in wild-type mice. EDNRB knockdown or inhibition by Bosentan alleviated liver damage and inflammation, reduced GRK2 expression, and inhibited NF-κB in PBC mice. These findings suggested EDNRB loss or inhibition weakened liver injury and pro-inflammatory responses by down-regulating GRK2 and inhibiting the NF-κB pathway in PBC mice.
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Chronic inflammatory and auto-immune cholestasis hepatic disorder like primary biliary cholangitis (PBC), (also previously termed as primary biliary cirrhosis) is portrayed by formation of granuloma, infiltration of lymphocyte and destruction of small intrahepatic bile ducts, destructive chronic non-suppurative cholangitis, presence of disease specific antimitochondrial antibody (AMA), inflammationcf6u v and liver injury1,2,3. It has been reported that PBC incidence varies from 0.84 to 2.75 per 100,000 persons, while its prevalence is approximately 1.91–40.2/100,0004. Moreover, increasing rates of PBC incidence and prevalence have been observed in multiple areas including Europe and Asia4,5. Despite the lower incidence and prevalence, PBC is a major threat to the life of patients because it can induce multiple serious diseases such as portal hypertension, cirrhosis and liver failure3,4,6. Currently, PBC is mainly treated with ursodeo-xycholic acid (UDCA)7. However, the therapeutic outcomes of UDCA are unfavorable for a substantial PBC population7. Thus, for improved management of PBC, an in-depth insight into mechanisms of PBC progression at molecular level.
Endothelin (ET) is an important factor in regulating cardiovascular function, plays an important role in maintaining basic vascular tone and homeostasis of the cardiovascular system, and is divided into EDN1, EDN2 and EDN3 according to different structures. EDN1 is mainly expressed in the vascular endothelium, respiratory epithelium, myocardium, fibroblasts and other cells and brain neurons. The site where EDN2 and its corresponding receptors bind Expressed and functioning in ovarian and intestinal epithelial cells8,9. EDN3 is mainly expressed in the nervous system and is involved in the development of neural crest cells. EDN3 and is necessary for the formation of nerves in the intestinal nerve and melanocytes. Endothelin receptor (EDNR) is obtained by its effect with endothelin through the G protein-coupled endothelin receptor pathway. At present, only two receptors associated with endothelin, EDNRA and EDNRB, have been found in mammals, and previous studies have found that EDNRA is mainly found in cells such as heart, cerebrovascular and aortic smooth muscle cells (VSMC), to promote the division and proliferation of cells, vasoconstriction and tissue fibrosis and other effects. While EDNRB is able to indirectly cause vasodilation, primarily, by acting with endothelin Promote vasodilation by stimulating cells to release NO with PGI2. Dysregulation of endothelins and endothelin receptor systems is closely linked with pathogenesis of multiple diseases namely autoimmune disorders (e.g. rheumatoid arthritis, lupus and multiple sclerosis)8,10. Recent studies also suggested that endothelins and endothelin receptors might influence liver function and regulate liver disease progression11,12,13. For instance, the blockade of EDNRA by BQ-123 notably reduced the portal pressure in patients with cirrhosis14. The introduction of EDNRA and EDNRB antagonists BQ-123 and BQ-788 could markedly increase the expression levels of fibrosis marker, collagen 1A1 and three cytokines of proinflammation (i.e. IL-1β, IL-6 and TNFα,) in Hep3B cells15.
Moreover, earlier works have posited that endothelins and endothelin receptors may be implicated in biliary cirrhosis16,17,18. Exemplary, Kojima et al. evidenced that EDN1 and ENDRB expression levels and portal pressure were up-regulated in liver tissues of PBC rats, wherein the model was induced by bile duct ligation, amid ENDRA level demonstrating no notable alteration after bile duct ligation17. The intraportal injection of EDN1 and ENDRB agonist sarafotoxin 6c could improve the portal pressure of rats17. Additionally, Dimoulios et al. observed higher serum levels of endothelin-2 (EDN2) in PBC subjects compared to their healthy counterparts19. Moreover, EDN2 serum level was notably reduced in PBC patients after UDCA treatment19. These data suggested that EDN2 and ENDRB may play crucial roles in PBC development.
In this text, we further investigated roles and molecular mechanistic action of EDN2 and ENDRB in PBC.
Materials and methods
Clinical sample collection
We collected liver tissues from 5 PBC patients and 5 healthy individuals (who were matched in terms of age and sex) through needle biopsy between March and May 2021. Serum specimens were isolated from blood samples of 10 PBC patients and 10 healthy volunteers (who were matched in terms of age and sex). Liver tissues and blood samples were collected at the Affiliated Changshu Hospital of Xuzhou Medical University, China and the Affiliated Zhangjiagang Hospital of Soochow University, China, respectively (the ratio of samples collected = 2:3). The study was performed in accordance with the Declaration of Helsinki and was approved by the ethics committee of Affiliated Changshu Hospital of Xuzhou Medical University and the Affiliated Zhangjiagang Hospital of Soochow University. All methods were conducted in accordance with relevant guidelines and regulations. Also, all the subjects gave their written informed consents.
Real-time PCR
The mRNA sequencing analysis for the liver tissues of 5 PBC patients and 5 healthy individuals (who were matched in terms of age and sex) was performed by Novogene Co., Ltd. (Beijing, China). Isolation of total RNA from liver tissues and samples of serum was accomplished with the Trizol reagent. Later, we conducted reverse transcription reaction with the M-MLV reverse transcriptase to synthesize cDNA first-strand. Using Fast SYBR Green Master-mix , we performed quantitative PCR, wherein the internal control was β-actin. Later on, we analyzed relative expression with 2−ΔΔCt method. Ct values are counted using excel.
Assaying with western blotting
Extraction of protein from serum and liver samples was accomplished with RIPA buffer (Beyotime Biotech, Shanghai-China) comprising inhibitors of phosphatase and protease (Thermo-Fisher Scientific). Pierce-BCA protein assay kit (Thermo-Fisher Scientific) was used to analyze protein content. Separation of protein samples (40 μg/lane, equal amounts) through SDS-PAGE was carried out prior to eletro-transfer onto membranes of poly-vinylidene fluoride (Millipore, Bedford, MA-USA). Blocking of non-specific signals on the membranes was accomplished with skimmed milk (5%). Next, incubation of proteins was done with corresponding antibodies, viz., primary and secondary labeled with horseradish peroxidase. We developed the protein bands with substrate of Pierce ECL western blotting (Thermo-Fisher Scientific).
Biochemical index detection
We measured serum levels of alanine transaminase (ALT), alkaline phosphatase (ALP), aspartate transaminase (AST), and γ-glutamyltranspetidase (GGT) by corresponding kits (Elabscience, Wuhan-China). Human and mouse interferon gamma (IFN-γ) serum levels were examined by matching ELISA kits ((Elabscience, Wuhan-China). Serum levels of human and mouse tumor-necrosis factor alpha (TNFα) were detected with corresponding ELISA kits ((Elabscience, Wuhan-China). AMA-M2 serum level was measured via anti-AMA-M2 ELISA kit (Cusabio, Wuhan-China).
HE staining
HE staining of patients with PBC and normal liver tissue. Dewaxing and rehydration of paraffinized embedded sections was accomplished with ethanol and xylene. Later, HE staining of the sections was carried out. We imaged the sections after dehydration and sealing treatments. Inflamed cell infiltration around the interlobular bile ducts, hepatocellular edema/necrosis/fibrosis, and decreased number of bile ducts in the liver were observed.
Immunohistochemical (IHC) analysis
Fix liver tissue for 15 min using 4% paraformaldehyde, wash, permeabilize cells with PBS supplemented with 0.2% Triton-X, block with 5% serum in PBS, and incubate overnight at 4 °C with FITC-coupled anti-EDNRB, GRK2, NF-κB, IKKα, IKKβ, p-NF-κB, p-IKKα and p-IKKβ monoantigen antibodies. After washing, install the unit with Vectorield installation media with DAPI. Photographed under Olympus laser confocal microscopy and ordinary fluorescence microscope.
Mice experiments
Conduct of mice experiments was carried out based on guidelines of the Institutional Animal Care and Use Committee of Xuzhou Medical University. Bangyao Biotechnology Co., Ltd supplied IL-2Rα −/− and wild type mice (6–8 weeks old). Adenoviruses carrying EDNRB knockdown fragment (Ad-shEDNRB) or EDNRB full-length CDS (Ad-EDNRB) were customized from Bangyao Biotechnology Co., Ltd. Normal saline or adenoviruses were injected into mice via the tail vein. EDNRB−/− mice were generated using the CRISPR-Cas9 technology by Bangyao Biotechnology Co., Ltd. EDNRB−/− IL-2Rα −/− mice were established through hybridization. IRL-1620 TFA or Bosentan was injected into mice.
Statistical analysis
Analysis of data was accomplished with Graphpad software (Version 7, Graphpad, San Diego, CA-USA). Outcomes were displayed as mean and standard deviation. Analysis of statistical difference within groups was carried out with Student’s t-test. Comparison of difference within groups was accomplished with one-way ANOVA and Tukey’s test. Statistically, we defined significant difference as significant at p-value ˂ 0.05.
Ethical approval
Animal experiments were approved by the Institutional Animal Care and Use Committee of Xuzhou Medical University [No. L20210226327] and performed in accordance with ARRIVE guidelines for the Care and Use of Laboratory Animals.
Human experiments were performed in accordance with the Declaration of Helsinki and was approved by the ethics committee of the Affiliated Changshu Hospital of Xuzhou Medical University [No. 2020-KY-001] and the Affiliated Zhangjiagang Hospital of Soochow University [No. 20200101]. All methods were conducted in accordance with relevant guidelines and regulations and each participant was informed their right to have their information kept confidential.
Results
Histopathological and serum biochemical index analysis of PBC patients
To explore pathological changes in liver tissue in patients with PBC, we detected morphological differences by HE staining (Fig. 1A). HE staining analysis showed that liver tissues of PBC patients presented notably pathological alterations such as hepatocyte edema/necrosis/fibrosis, and significantly damaged (Fig. 1E). Also, levels of ALT, ALP, AST and GGT (4 liver function indexes) in serum were markedly increased in PBC patients comparable to healthy control group (Fig. 1B–E). Moreover, AMA-M2, a diagnostic marker for PBC was highly expressed in serums of PBC patients (Fig. 1F). Additionally, increased pro-inflammatory cytokine IFN-γ level in serum was observed in PBC patients compared to healthy individuals (Fig. 1G).
EDN2 and EDNRB expression levels were notably up-regulated in the liver tissues and serum samples of PBC patients relative to the healthy control group
RNA-seq outcomes demonstrated no notable difference in EDN1 and EDNRA expression levels in liver tissues of PBC patients (n = 5) compared to healthy control group (n = 5) (Fig. 2A). However, EDN2 and EDNRB expression levels increased markedly in liver tissues of the patients (n = 5) comparable to healthy control group (n = 5) (Fig. 2B). Through RT-qPCR analysis, we further showed obvious up-regulation of EDN2 and EDNRB mRNA levels in hepatic tissues of PBC patients (n = 5) compared to healthy control samples (n = 5) (Fig. 2C). Moreover, EDN2 mRNA level was higher in serum samples of patients with PBC (n = 10) compared to healthy counterparts (n = 10) (Fig. 2E). Through western blotting technique, we observed obvious increased levels of EDN2 and EDNRB protein in liver samples of PBC patients (n = 5) in comparison with liver tissues of healthy people (n = 5) (Fig. 2F). Furthermore, increased EDN2 protein expression was observed in serum samples of PBC patients (n = 5) relative to the healthy control group (n = 5) (Fig. 2G). Comparable to healthy control group, high expression of EDNRB was validated with IHC in liver samples of PBC patients (Fig. 2H). Nevertheless, levels of EDN1 and EDNRA mRNA and protein were not obviously altered in samples of hepatic tissues and sera of PBC subjects relative to healthy control group (Fig. 2D–H).
Histopathological and serum biochemical index analysis of PBC mice
IL-2Rα -/- mice are commonly used PBC spontaneous models20,21. Herein, an obvious hepatocyte edema, more inflammatory cell infiltration around interlobular bile ducts, and disorganized hepatocytes were observed in liver tissues of IL2Rα-depleted mice than in the control mice (Fig. 3A). Moreover, up-regulation of serum levels of ALP, AST, ALT, AMA-M2, IFN-γ and TNFα was noticeably observed in IL2Rα-depleted mice compared to control mice (Fig. 3B–G). These data suggested successful establishment of IL-2Rα-/- PBC mouse models.
High expression of EDN2 and EDNRB in the liver tissues and sera of PBC mice and wild type mice
The detection of EDN2 levels by Western Blotting and RT-PCR showed that the mRNA and protein expression levels of EDN2 increased in the serum of PBC mice (Fig. 4A,D). Also, RT-PCR, western blotting and IHC analysis demonstrated markedly increased levels of EDN2 and EDNRB expressions in liver tissues of PBC mice comparable to control (Fig. 4C,E,F). Similar to clinical outcomes, there was no obvious difference in EDN1 and EDNRA expression between the PBC mouse and wild type mice groups (Fig. 4A,B,D–F).
Effects of EDNRB overexpression or knockdown on PBC development
To further investigate the functions of EDNRB in PBC progression, adenoviruses carrying EDNRB knockdown fragment (Ad-shEDNRB) and EDNRB full-length CDS (Ad-EDNRB) were produced. Through western blotting and RT-PCR analyses, we showed marked elevation of EDNRB mRNA and protein in samples of sera and liver tissues of PBC mice following the injection of Ad-EDNRB adenoviruses (Fig. 5A–E). Conversely, the inoculation of Ad-shEDNRB adenoviral particles resulted in obvious decreased mRNA and protein of EDNRB in samples of sera and liver tissues of PBC mice (Fig. 5A–E). Moreover, EDNRB up-regulation or down-regulation did not influence EDN1 and EDNRA expression in PBC mice (Fig. 5A–E). HE analysis showed that liver tissues of PBC mice after EDNRB overexpression displayed more severe liver injury (e.g. fibrosis) and more immune cell infiltration relative to control groups, while EDNRB-depleted mice presented less liver pathological injury (Fig. 5F). Moreover, enforced expression of EDNRB triggered a notable increased levels of ALT, ALP, AST, AMA-M2, IFN-γ, and TNF-α in sera of PBC mice (Fig. 5G–L). Conversely, there was a marked down-regulation in serum levels of ALP, AST, ALT, AMA-M2, IFN-γ and TNF-α in PBC mice following EDNRB knockdown (Fig. 5G–L). These data suggested that EDNRB might aggravate PBC.
EDNRB overexpression or activation induced liver damage by increasing GRK2 expression and activating NF-κB pathway in wild-type mice
The experiment was divided into 4 groups: Ad-EDNRB adenoviruses (Ad-EDNRB), EDNRB agonist IRL-1620 TFA (EDNRB agonist), normal saline (NaCl), control adenoviruses (Control). HE outcomes showed that wild type mice after treatment with Ad-EDNRB adenoviral particles or EDNRB agonist IRL-1620 TFA presented serious liver pathologic injury such as more inflammatory infiltration, hepatocyte necrosis and edema (Fig. 6A). Western blotting, RT-qPCR and IHC techniques depicted obviously increased levels of EDNRB mRNA and protein in liver tissues of wild type mice following injection of Ad-EDNRB adenoviral particles or the stimulation of EDNRB agonist IRL-1620 TFA (Figs. 6B, G, H). Moreover, EDNRB overexpression or IRL-1620 TFA stimulation facilitated expression of GRK2, NF-κB, IKKα, and IKKβ mRNAs and proteins, which triggered a noticeable increase in levels of p-IKKα, p-IKKβ and p-NF-κB proteins in liver tissues of wild type mice (Figs. 6C–H). These data suggested that EDNRB overexpression or activation induced liver pathologic damage in wild type mice by increasing GRK2 expression and activating NF-κB pathway.
EDNRB knockdown or inhibition alleviated liver pathologic damage by suppressing GRK2 expression and inactivating NF-κB pathway in PBC mice
Ad-shEDNRB adenoviruses (Si-EDNRB), EDBRB inhibition Bosentan (EDNRB inhibitor), normal saline (NaCl), control adenoviruses (Control) treated with EDNRB knockdown mice. Histopathologic analysis showed that EDBRB depletion or inhibition alleviated PBC-induced liver injury, inflammatory infiltration, and cell necrosis (Fig. 7A). Furthermore, we showed through western blotting, RT-qPCR and IHC techniques that EDBRB loss or inhibition resulted in obvious reduced levels of EDNRB, GRK2, NF-κB, IKKα, IKKβ, p-NF-κB, p-IKKα and p-IKKβ in liver tissues of PBC mice (Fig. 7B–H).
Discussion
Herein, we have demonstrated that liver tissues of PBC patients and PBC mice presented with notable histopathological injury such as increased inflammatory cell infiltration around interlobular bile ducts, hepatocyte edema/necrosis/fibrosis, and reduced number of intrahepatic small bile ducts. Also, higher serum levels of liver dysfunction indexes (i.e. ALP, AST, ALT, and GGT), immunological index AMA-M2, and inflammatory factors IFN-γ and TNF-α were noticed in PBC patients relative to the healthy control group. These histopathological, biochemical, and immunopathologic indexes are frequently used as proxies for the diagnosis of PBC22,23. Moreover, RNA-seq, RT-qPCR, western blot, and IHC assays showed that EDN2 and ENDRB were highly expressed in liver tissues and serum samples of PBC patients and PBC mice. The high expression of EDN2 in serum samples of PBC patients also has been identified in a previous report19. There was no notable difference in endothelin-1 serum level between the PBC group and the healthy control group19.
Additionally, we demonstrated that the knockdown of ENDRB or inhibition of ENDRB by Bosentan alleviated the pathological injury of the liver tissues and reduced the serum levels of ALP, AST, ALT, AMA-M2, IFN-γ, and TNF-α in PBC mouse models, suggesting the ameliorative effect of ENDRB loss on PBC. Conversely, ENDRB overexpression or activation by its agonist IRL-1620 TFA further potentiated PBC-induced liver pathological injury and increased PBC-induced expression of the above-mentioned liver dysfunction, immunological, and inflammatory indexes.
ENDRA and ENDRB are two members of G protein-coupled receptors (GPCRs)24. It has been reported that there was a complex interaction between GPCRs and GRK2. For instance, some studies showed that GRK2 could control desensitization and internalization of multiple GPCRs and regulate GPCR related signaling transduction pathways including endothelin receptor signaling25,26,27. However, a prior study suggested that the activation of beta2-adrenergic receptors (GPCRs) can modulate GRK2 ubiquitination and proteolysis, resulting in the rapid degradation28. Moreover, G protein-coupled receptor kinase 2 (GRK2) has been found to be involved in the regulation of multiple biological processes such as angiogenesis, metabolism, vasodilatation, immunity, and inflammation26,29. Moreover, GRK2 is implicated in the progression and pathogenesis of multiple diseases including autoimmune, fibrotic, and liver disorders27,30,31. Hence, we further investigated the effect of ENDRB overexpression, activation, knockdown, or inhibition on GRK2 expression in liver tissues of PBC mice. Results showed that ENDRB overexpression or ENDRB agonist IRL-1620 TFA injection facilitated GRK2 expression in liver tissues of PBC mice. Inversely, ENDRB loss or blockade reduced GRK2 expression in liver tissues of PBC mice. Due to the limitation of time and funds, we did not examine the effect of GRK2 on ENDRB in in liver tissues of PBC mice. This is a limitation of our study.
The activation of NF-κB signaling pathway has been reported to be correlated with ENDRB functions and expression32,33,34. For instance, the introduction of IKK (IκB kinase) inhibitors weakened ENDRB-mediated contraction35. Also, GRK2 was involved in the regulation of NF-κB signaling pathway36,37. For instance, GRK2 inhibitor paroxetine markedly abated arginine vasopressin-evoked NF-κB activation in neonatal rat cardiac fibroblasts37. Previous studies have showed that NF-κB signaling pathway is implicated in PBC pathogenesis38,39. For instance, sirtuin-1 activation alleviated liver injury, reduced serum AST and ALT levels, inhibited pro-inflammatory cytokines secretion in poly I:C-induced PBC mouse models by inhibiting NF-κB signaling pathway40. Thus, we further explored whether ENDRB could influence PBC progression by regulating NF-κB pathway. Our data disclosed that ENDRB overexpression or agonist activated NF-κB pathway, while ENDRB knockdown or blockade inhibited NF-κB pathway in liver tissues of PBC mice.
In conclusion, EDNRB and EDN2 expression levels were notably up-regulated in liver tissues and serum samples of PBC patients and mice. EDNRB overexpression or activation enhanced liver injury and pro-inflammatory responses and accelerated PBC progression by up-regulating GRK2 and activating the NF-κB pathway in mice. EDNRB depletion or inhibition could notably ameliorate PBC-mediated liver injury and inflammation in mice, suggesting the potential therapeutic value of EDNRB inhibitor for PBC. This is the first study to elucidate the vital roles of EDNRB in PBC-related liver injury and inflammation. Moreover, we demonstrated that GRK2 and NF-κB pathway were involved in the modulation of EDNRB function in PBC.
Data availability
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.
Abbreviations
- PBC:
-
Primary biliary cholangitis
- AMA:
-
Antimitochondrial antibody
- UDCA:
-
Ursodeo-xycholic acid
- EDN1:
-
Endothelin-1
- EDN2:
-
Endothelin-2
- EDNRA:
-
Endothelin receptors A
- EDNRB:
-
Endothelin receptors B
- ALT:
-
Alanine transaminase
- ALP:
-
Alkaline phosphatase
- AST:
-
Aspartate transaminase
- GGT:
-
γ-Glutamyltranspetidase
- IFN-γ:
-
Interferon gamma
- TNFα:
-
Tumor-necrosis factor alpha
- IHC:
-
Immunohistochemical
- Ad-shEDNRB:
-
Adenoviruses carrying EDNRB knockdown fragment
- Ad-EDNRB:
-
EDNRB full-length CDS
- GPCRs:
-
G protein-coupled receptors
- GRK2:
-
G protein-coupled receptor kinase 2
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This project was supported by Science and Development Programme of Suzhou (SKY2021021), Science and Development Programme of Changshu (CS2020016, CS202115), Youth Medical Talent Project of Suzhou (GSWS2020106), Programme of Key Clinical Diseases of Suzhou (LCZX202125), National Natural Science Foundation of China (8227032592, H0302).
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Conceptualization: G.X., Y.G., C.C. and T.J.; Formal analysis: G.X., Y.G., F.L. and J.M.; Experimental investigation: Z.Y., L.C., J.M. and F.L.; Methodology: G.X. and T.J.; Software: L.C.; Supervision: C.C. and T.J.; Validation: B.W. and Z.Y.; Writing—original draft: G.X. and Y.G.; Writing—review and editing: all authors. All authors read and approved the final manuscript.
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Xu, G., Gong, Y., Lu, F. et al. Endothelin receptor B enhances liver injury and pro-inflammatory responses by increasing G-protein-coupled receptor kinase-2 expression in primary biliary cholangitis. Sci Rep 12, 19772 (2022). https://doi.org/10.1038/s41598-022-21816-x
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DOI: https://doi.org/10.1038/s41598-022-21816-x
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