Abstract
It has been well known that tumor progression is dependent on secreted factors not only from tumor cells but also from other surrounding non-tumor cells. In the current study, we investigated the role of cholangiocytes during hepatocarcinogenesis following induction of oncogenic krasV12 expression in hepatocytes using an inducible transgenic zebrafish model. Upon induction of carcinogenesis in hepatocytes, a progressive cell proliferation in cholangiocytes was observed. The proliferative response in cholangiocytes was induced by enhanced lipogenesis and bile acids secretion from hepatocytes through activation of Sphingosine 1 phosphate receptor 2 (S1pr2), a known cholangiocyte receptor involving in cholangiocyte proliferation. Enhancement and inhibition of S1pr2 could accelerate or inhibit cholangiocyte proliferation and hepatocarcinogenesis respectively. Gene expression analysis of hepatocytes and cholangiocytes showed that cholangiocytes stimulated carcinogenesis in hepatocytes via an inflammatory cytokine, Il17a/f1, which activated its receptor (Il17ra1a) on hepatocytes and enhanced hepatocarcinogenesis via an ERK dependent pathway. Thus, the enhancing effect of cholangiocytes on hepatocarcinogenesis is likely via an inflammatory loop.
Subject terms: Cancer, Genetics, Molecular biology
Introduction
Liver cancer is one of the most prevalent cancers and it is ranked the fifth most common cancer and the second most cause of cancer related mortality with a dismal five-year survival rate of 10%1–3. Hepatocellular carcinoma (HCC), which is developed from hepatocytes, is the primary liver cancer. Several etiological factors contribute to HCC development, including hepatitis viral infection, cirrhosis, nonalcoholic fatty liver disease, environmental toxin, alcoholism, etc.4–6. Now several gene mutations causing increased susceptibility for liver cancers have also been identified such as TERT (telomerase reverse transcriptase), TP53, CTNNB1 (β-catenin), etc.7.These studies highlights the importance of both genetic and environmental factors in promoting liver cancers.
In the liver, hepatocytes and cholangiocytes are two main cell types. Cholangiocytes are small, heterogeneous and dynamic group of epithelial cells lining the biliary ducts in the liver and have important absorptive and secretory functions8–13. Cholangiocytes are generally quiescent and are activated only under certain liver inflammatory or pathological conditions8–12,14. Several molecular pathways have been demonstrated to be involved in cholangiocyte proliferation15–18 such as Tgfb19, Notch20,21 and Hedgehog signalling pathways12. Various receptors are also known to control cholangiocyte proliferation and determine their response upon injury13,22. Among these receptors, Sphingosine 1 phosphate receptor 2 (S1pr2) appears to be a strong mediator of cholangiocyte proliferation in pathological and oncogenic conditions of cholangiocytes23,24.
In our laboratory, we have previously developed several transgenic zebrafish models for HCC by inducible expression of a selected oncogene in hepatocytes, such as krasV1225,26, Myc27, xmrk28 and tgf1b29. HCC are induced robustly from all of these transgenic zebrafish and they show resemblance to human liver cancer at both histological and molecular levels30,31. These inducible transgenic models allow us to control transgenic oncogene expression at desired time points to initiate tumorigenesis, thus providing valuable tools for investigation of tumour initiation, which may be difficult to achieve in human clinical studies and other animal models.
The importance of tumor microenvironment for tumor initiation and progression has been increasingly recognized32,33. In liver tumorigenesis, it is interesting to investigate the interaction between hepatocytes and surrounding cellular/non-cellular components. In zebrafish, several previous studies have shown that non-tumour cells can contribute to HCC progression through different secreted mediators, e.g. hepatic stellate cells via serotonin secretion34, immune cells neutrophils and macrophages via transforming growth factor beta (Tgfb)35 and cortisol36. As cholangiocytes are the second largest cell population in the liver, it is tempting to investigate the roles of cholangiocytes to development of HCC. In particular, cholangiocytes have been shown to have a strong connection to several liver diseases such as liver fibrosis11, cholestatic liver injury37, primary sclerosing cholangitis38 and also ethionine-induced HCC39. Hence, in this study, we attempted to examine the role of cholangiocytes during HCC initiation and progression using krasV12 transgenic zebrafish model we earlier established26. Our experiments demonstrated that cholangiocytes play an important role in promoting HCC development through an inflammatory pathway.
Results
Increase of cholangiocytes upon induction of oncogenic krasV12 expression in hepatocytes of krasV12 transgenic zebrafish larvae
To visualize the response of cholangiocytes upon krasV12 induction in hepatocytes. 3-dpf (day postfertilization) krasV12 transgenic (shorted as kras + in this report) larvae were induced by doxycycline (Dox) for 5 days to initiate hepatocarcinogenesis. Two specific cholangiocyte markers, Alcam and Cytokeratin 18 (Ck18), were used for identifying cholangiocytes in the liver sections. As shown in Fig. 1A–D, both Alcam and Ck18 stained cholangiocytes showed significant increases in the kras + group in comparison with the wildtype (WT) control group upon induction of oncogenic krasV12 expression by Dox. Cholangiocyte density was determined following Dox induction from 8 to 96 h. A shown in Fig. 1E,F, Alcam staining revealed significant increases in cholangiocyte density in the kras + group compared to the WT group at all time points and a significant increase was observed as early as 8 h after the initiation of Dox treatment.
Acceleration of tumor growth via S1pr2 induction
Several cholangiocyte receptors have been reported to control cholangiocyte proliferation under different physiological and pathological conditions8,9,11,40. These receptors include secretin receptor (Sctr)41, estrogen receptor (Esr), insulin receptor (Insra and Insrb), glucagon-like-peptide receptor 2 (Glpr2), nerve growth factor receptor (Ngfr) and sphingosine 1 phosphate receptor 2 (S1pr2)40,42–45, etc. Expression of these cholangiocyte receptor genes in cholangiocytes and hepatocytes of WT and kras + adult zebrafish after Dox induction were analyzed by RT-qPCR. As shown in Supplementary Fig. S1, majority of these receptor genes showed little changes in expression in cholangiocytes and hepatocytes following oncogenic krasV12 expression in hepatocytes, but s1pr2 expression had striking increases in both hepatocytes (28 fold) and cholangiocytes (> 120 fold). This is reminiscence of several previous reports that s1pr2 is highly expressed in cholangiocarcinoma and bile duct cell diseases43,46. Thus, in view of high s1pr2 expression in cholangiocytes and its correlation with cholangiocarcinoma and cholestatic liver disease, we chose s1pr2 as a promising candidate receptor to study its role during HCC progression in our zebrafish model.
To analyze the role of S1pr2 during hepatocarcinogenesis, both an agonist, taurocholate (TCA), and an antagonist, JTE-013, were used42. kras + and WT larvae were treated with TCA or JTE-013 in conjunction with Dox from 3 to 8 dpf. TCA led to a further increase in liver size compared to the group treated with Dox alone (Fig. 2A,B). JTE-013 had an opposite effect, as the liver size became significantly smaller than that in the Dox alone group (Fig. 2A,B). To confirm the link between S1pr2 and cholangiocytes, Alcam staining was used to determine cholangiocyte density in the same treatment groups. As shown in Fig. 2C and quantified in Fig. 2D, cholangiocyte density in kras + larvae was significantly increased in the TCA/Dox group compared to that in the control (Dox alone) group, while the JTE-013/Dox group showed a lower cholangiocyte density than the control group. In comparison, there was no significant change of cholangiocyte density in WT larvae by the two chemicals (Fig. 2A,B). In addition, co-staining for Alcam and pERK (a known downstream marker for S1pr2 activation in intrahepatic cholangiocarcinoma (ICC)44, indicating elevation and inhibition in pERK signal (nucleus-localized) in cholangiocytes by TCA and JTE-013 respectively (Fig. 2E,F).
To further characterize the effects of S1pr2 on hepatocarcinogenesis, molecular markers for proliferation, apoptosis and fibrosis were examined by immunohistochemical staining after TCA and JTE-013 treatments. Cell proliferation, as determined by PCNA staining, were further increased by TCA and reduced, though not significantly, by JTE-013 in the kras + livers (Fig. 3A,B). Based on Caspase 3a staining, cell apoptosis was reduced by TCA and greatly enhanced by JTE-013 in the kras + livers (Fig. 3C,D). Consistently by Laminin and Collagen staining (Fig. 3E-H), these fibrosis markers showed great increases by TCA and decreases by JTE-013 in the kras + livers. Thus, the agonist TCA enhanced liver cell proliferation and fibrosis and reduced apoptosis while the antagonist JTE-013 showed exactly the opposite effects, indicating the general positive role of S1pr2 in liver cell proliferation and fibrosis and a negative role in liver cell apoptosis.
Crosstalk between oncogenic hepatocytes and cholangiocytes
It is well known that triglyceride accumulation in the liver, or non-alcoholic steatohepatitis (NASH), increases the risk for development of HCC and ICC47. We hypothesized that in the krasV12 transgenic model, oncogenic hepatocytes develop NASH by accumulating triglycerides, which are converted to bile acids by Cholesterol 7 alpha-hydroxylase (Cyp7a1), the main enzyme in the classical pathway of bile acid synthesis48. Bile acids may promote cholangiocyte proliferation through S1pr2 activation. To test the hypothesis, we examined triglyceride accumulation in the liver upon kras induction in hepatocytes. As shown in Supplementary Fig. S2A,B, Oil red O staining of liver triglycerides showed a significant increase in triglyceride accumulation in the kras + group than those in the WT group at all time points from 8 to 96 h following the induction of oncogenic krasV12 expression. This finding confirmed that krasV12 induced hepatocarcinogenesis is accompanied with hepatic steatosis. Consistent with this, cyp7a1 mRNA was 22-folds higher in kras + hepatocytes than WT hepatocytes (Supplementary Fig. S2C).
To further test our hypothesis, a differential feeding experiment was carried out with 10% cholesterol (to induce NASH in the liver), 10% glucose, normal feed or starvation from 5 to 12 dpf (see Method). In both kras + and WT groups, the liver size was significantly larger in the cholesterol feeding group than those in the other three groups (Fig. 4A,B). Hepatic triglyceride accumulation was also higher in the cholesterol group than in the other three groups (Fig. 4C,D). Thus, kras + larvae may have a priority for either de novo synthesis or storage of fatty acids to support tumor growth and proliferation.
To confirm the link between hepatic triglyceride accumulation and S1pr2, s1pr2 mRNA was measured in different feeding groups. Indeed, s1pr2 mRNA was significantly higher in the cholesterol group than in the other groups (Fig. 4E), indicating that NASH induction may also activate s1pr2 expression. Furthermore, when total bile acid was determined, we found that its concentration was significantly higher in the cholesterol group than those in the normal feeding group in both kras + and WT larvae, confirming that the increase in hepatic triglycerides is associated with an increase in the total bile acid content (Fig. 4F). Finally, there was an increase in both cholangiocyte density (Fig. 4G,H) and PCNA + cells (Fig. 4I,J) in the cholesterol group than that in the normal feeding group in both kras + and WT larvae, thus providing an additional clue that fatty liver has an impact on cholangiocyte proliferation probably through bile acid activation of S1pr2. The activated cholangiocytes in turn influence liver cell proliferation and carcinogenesis.
Molecular feedback mechanism of cholangiocytes to oncogenic hepatocytes
Cholangiocytes may influence hepatocyte carcinogenesis by secreting pro-inflammatory cytokines. To investigate this possibility, cholangiocytes and hepatocytes were isolated by FACS for RNA extraction. Selected cytokine genes were analyzed for their expression in cholangiocytes by RT-qPCR. We found that il17a/f1 (interleukin 17a/f1), a proinflammatory cytokine gene, was about four fold up-regulated in kras + cholangiocytes compared to that in WT cholangiocytes (Fig. 5A). In comparison, expression of other tested cytokine genes including tnfα (tumor necrosis factor alpha), nfap (nuclear factor activating protein) il5 (interleukin 5) and il12b (interleukin 12b) showed much less increase in kras + cholangiocytes. Furthermore, the induction of il17a/f1 in kras + cholangiocytes was much higher than that in kras + hepatocytes (Fig. 5B). Interestingly, the induction of Il17a/f1 receptor (il17ra1a) mRNA expression appeared to be high in both hepatocytes (3.9 fold) and cholangiocytes (6.5 fold) in kras + fish (Fig. 5C). Thus, Il17a/f1 secreted from cholangiocytes may exert its effect on hepatocytes upon oncogenic kras induction in hepatocytes. Finally, to link the changes with S1pr2, we analyzed the expression of il17a/f1 in zebrafish larvae after treating them with S1pr2 agonist (TAC) or antagonist (JTE-013) to activate or suppress cholangiocytes. We indeed noticed up- and down-regulation of il17a/f1 expression by TAC and JTE-013 respectively (Fig. 5D). This observation support that the tumorigenic effect of cholangiocytes on hepatocytes might be via il17a/f1.
To further investigate the stimulating role of cholangiocytes upon oncogenic hepatocytes via the IL17a/f1 pathway, we analyzed the expression pattern of downstream markers of Il17a/f1 receptor by immunostaining of specific downstream marker pERK. As presented in Fig. 5E and quantified in Fig. 5F, pERK immunostaining signal was significantly expressed in the liver of kras + zebrafish larvae upon TCA activation of cholangiocytes. In contrast, inhibiting cholangiocytes via JTE-013, led to subsequent decrease in pERK than the control group.
Determent of HCC progression by Il17a/f1 morpholino knockdown
IL17A family has been shown to be involved in several types of cancers49–51. To validate the effect of il17a/f1 on tumor development and infiltration of immune cells (neutrophils and macrophages) to the liver, il17a/f1 was specifically knocked down via two different morpholinos: one targeted at il17a/f1 translation start site (Trs_Mo) and the other at an il17a/f1 splicing site (Spl_Mo). A control morpholino (Ctr_Mo) targeting at human beta-globin gene was also used. As shown in Supplementary Fig. S3, both Trs_Mo and Spl_Mo reduced liver size significantly in the kras + larvae compared to uninjected or Ctr_Mo injected groups. Three independent microinjection experiments were carried out for these mopholinos and all experiments showed consistent results.
To validate the splicing blocking morpholino Spl_Mo, which targeted the first intron–exon junction, a pair of PCR primers flanking the first intron were used to monitor an anticipated 200-bp fragment of the splice blocked target. After gel electrophoresis of RT-PCR products from embryos injected or uninjected with morpolinos, a band of 200 bp size only appeared in the embryos injected with Spl_Mo morpholino but not in the control Ctr_MO and uninjected group (Fig. 6A,B).
To further validate the effect of knockdown of il17a/f1, two immune cell reporter transgenic lines were employed, lyz + for dsRed + neutrophils and mpeg + for mCherry + macrophages. spl–il17a/f1 morpholino was injected into kras + , kras + /lyz + , lyz + , kras + /mpeg + , mpeg + and WT embryos at one-cell stage and injected embryos were analyzed for liver size, dsRed + neutrophil counts and density, mCherry + macrophage count and density within the liver. As shown in Fig. 6C,E, by 6 dpf, there was an overall decrease of liver size in spl-MO injected larvae, compared to those in kras + larvae injected with Ctr_MO and uninjected group. Furthermore, we noticed that il17a/f1 knockdown led to decreases of both number and density of infiltrated neutrophils to the liver (Fig. 6F,G). Similarly, decreases of liver size, number and density of infiltrated macrophages to the liver by il17a/f1 knockdown were also observed (Fig. 6D,J–L). Collectively, our data have shown that cholangiocytes could accelerate HCC progression through Il17a/f1 cytokine which could be a potential target for cancer therapy.
Discussion
Liver is the largest internal organ, consisting of 70% hepatocytes and 15% cholangiocytes. Hence cholangiocytes represent the second largest population of cellular entity of the liver and they are important to maintain liver homeostasis after hepatocyte loss and inflammation52–54. In our study, we used an established transgenic zebrafish model to overexpress krasV12 oncogene in hepatocytes to initiate hepatocarcinogenesis and investigated the interaction between oncogenic hepatocytes and neighboured cholangiocytes. Our data showed that there was a rapid and consistent increase of cholangiocytes from 8 h post Dox treatment. Cholangiocyte number and density continued to increase over the 96 h of Dox treatment compared to hepatocytes in WT larvae. Our data also showed a firm correlation between cholangiocyte density and liver size increase after krasV12 activation in hepatocytes. Further pharmacological experiments were performed to confirm the bond between the two main types of liver cells, hepatocytes and cholangiocytes.
The pharmacological amenability of cholangiocytes to different drugs depend primarily on receptor of choice on cholangiocytes surface. Under different physiological conditions such as inflammation and cholestasis, cholangiocytes express specific receptors to promote their proliferation, such as S1pr244, estrogenic receptors8, muscarinic receptor55 and secretin receptor9. Among those receptors, S1pr2 showed the most dramatic increase in cholangiocytes after krasV12 induction in hepatocytes. Also, the same receptor has been reported to be activated in human cholangiocarcinoma cell lines42–44 as well as after bile duct ligation in mouse models56. By using specific agonist (TCA) or antagonist (JTE-013) to S1pr2, we demonstrated that liver tumorigenesis became further enhanced or deterred respectively. Upon cholangiocyte activation, hepatocytes proliferation and fibrosis were found to be increased while apoptosis was decreased; these are signs of enhanced HCC progression. Consistent with the above observations, it has been reported that activated cholangiocytes can accelerate liver fibrosis by different mechanisms, firstly by secreting profibrotic factors such as connective tissue growth factor (CTGF). Secondly laminin synthesis can occur in cholangiocytes as in rat cholestatic models. Finally, cholangiocytes can induce fibrosis directly in hepatocytes by promoting epithelial mesenchymal transition (EMT) or indirectly by promoting other hepatic cells8,9,11.
Hepatocytes and cholangiocytes interact reciprocally in the liver under different physiological conditions57–59. One of the earliest studies to dissect the interaction between hepatocytes and cholangiocytes was performed in a rat model of hepatocarcinogenesis induced by ethionin, Novikoff et al. showed that multiple intercellular junctions connect hepatocytes, cholangiocytes and bile canalicular structure. These junctions are responsible for the intercellular transport of specific soluble factors that can cause changes in the histology and ultrastructure of both cell types39. Here we attempted to go further to identify the molecular crosstalk between the two types of cells in our krasV12 zebrafish model. Upon krasV12 induction in adult hepatocytes for 7 days, a dramatic increase in the expression of cyp7a1 mRNA was observed in oncogenic hepatocytes compared to WT hepatocytes. Cyp7a1 is the main gene in the classical pathway of bile synthesis from cholesterol precursor. Recent reports indicate that the bile acids can directly activate s1pr260. Consistent with this, we also found that the concentration of total bile acids was also increased in kras + larvae, especially when they were fed with high cholesterol diet (Fig. 4). The increase of total bile acids correlates with the increase of the size of oncogenic kras + livers. Thus, there should be a connection of the bile acids in activating cholangiocytes during liver tumorigenesis.
Our data also showed that il17a/f1 was up-regulated in cholangiocytes upon oncogenic activation of hepatocytes while its receptor, il17ra1a, was up-regulated in hepatocytes; thus, the effect of cholangiocytes on hepatocytes is likely via Il17a/f1 pathway. Consistent with this, staining of Il17a/f1 downstream marker pERK showed a positive correlation with cholangiocyte activation by its agonist TCA (Fig. 2E,F). To further validate the role of Il17a/f1 released from cholangiocytes on promoting liver tumorigenesis, we performed il17a/f1 morpholino knockdown experiments on kras+ zebrafish larvae. Indeed, knockdown of il17a/f1 caused a deferment of liver tumorigenesis as judged by decreased liver size (Fig. 6). Overall, the crosstalk between hepatocytes and cholangiocytes was mostly based on the correlated expression of il17a/f1 cytokine gene and its receptor gene (il17ra1a) and a preliminary il17a/f1 experiments. In future, further works to specifically localize Il17a/f1 and Il17ra1a in cholangiocyte and hepatocytes and characterization of their function are needed. However, consistent with our current observations, previous reports also indicated elevated expression of IL17 in human HCC samples51 and its role in enhancing HCC inflammatory environment61–65. Previously, we also confirmed that inflammatory immune cells play a prominent role during HCC progression35.
In summary, our data suggested that cholangiocytes play an important role in promoting HCC development through an inflammatory loop. While hepatocytes increase bile acids synthesis and lipogenesis to satisfy its demanding need for energy, cholangiocytes respond positively to hepatic bile acids and induce pro-inflammatory environment through Il17a/f1 secretion and other cytokines. This in turn accumulates more inducing signals for hepatic carcinogenesis. A proposed model for the interaction between oncogenic hepatocytes and cholangiocytes upon krasV12 induction in hepatocytes is presented in Fig. 7. In future, it will be interesting to investigate whether the stimulating role of Il17a/f1 is only specific to kras-induced cancer or universally to most other cancers. Understanding of this should provide valuable information for development of effective therapeutic approaches.
Materials and methods
Zebrafish husbandry
Zebrafish were maintained in compliance with the guideline of Institutional Animal Care and Use Committee (IACUC) of the National University of Singapore (NUS) and the protocol was approved by IACUC of NUS (Protocol Number: 096/12). Transgenic zebrafish models used in the current study include Tg(fabp10:rtTA2s-M2; TRE2:EGFP-krasG12V) (zg32Tg) in a tetracycline-controlled transcription activation (Tet-On) system for inducible expression of oncogenic krasV12 in hepatocytes25, Tg(lyz:DsRed2) (nz50Tg) with DsRed-labeled neutrophils under the lysozyme C (lyz) promoter66, Tg(mpeg1:mCherry) (gl22Tg) with mCherry-labeled macrophages under the mpeg1 promoter67, and Tg(fabp10a:dsRed;ela3l:GFP) (zg15Tg)68. These transgenic lines were referred to as kras+, lyz+, mpeg+, and fabp10a + respectively, in this report.
Chemical treatment
All drug/chemical treatments were conducted in 3-dpf (day postfertilization) larvae for 5 days. The reagents used in this study include; doxycycline (Dox) (D9891; Sigma-Aldrich, St. Louis, MO), JTE-013 (J4080, sigma), TCA (86,339, Sigma) and cholesterol (Sigma). Concentrations used were 20 µg/ml Dox, 10 µM JTE-013, 100 µM TCA and 10% cholesterol.
Induction of zebrafish NASH by cholesterol feeding
Supplement-enriched diets were prepared as previously described29. Briefly, cholesterol (Sigma) was dissolved in dimethyl sulfoxide (DMSO) to make a 10% solution, of which 400 μl was added to 0.5 g of standard zebrafish larval food (dried algae). The diet was left to dry overnight, grounded to powder form and provided to treated larvae on daily basis. The same was followed for 10% glucose enriched diet. Finally, starvation group was deprived from feeding throughout the experimental period.
Oil R O staining
Zebrafish larvae were fixed in 4% paraformaldehyde (PFA) (Sigma) in phosphate-buffered saline (PBS) at 4 °C and incubated in 60% 2-propanol for 10 min, followed by whole mount staining with freshly prepared/filtered 0.3% Oil Red O in 60% 2-propanol.
Morpholino knockdown of il17a/f1
Two morpholino oligonucleotides targeting an RNA splice site (Spl-Mo, GTTCACTTCAGCTATACTCACCATA) and the translation site (Trs-Mo, CGGAGGTTTAACGCTGATGACAT) of il17a/f1 were designed and synthesized by Gene Tools (Philomath, OR). A standard control morpholino (Ctr_Mo, 5′-CCTCTTACCTCAGTTACAATTTATA-3′) targeting a human beta-globin intron (Gene Tools, Philomath, OR) was also used as a negative control. Aliquots of morpholino (1 mM) and 1% (wt/vol) phenol red in Danieau solution were injected into embryos at the 1-cell stage. Dox was added to all larvae from 3 to 6 dpf.
To further validate the effect of splicing morpholino, RNA was isolated from 100 to 150 5-dpf larvae that were microinjected with Sp-Mo. A forward primer (ATGTCATCAGCGTTAAACCTCC) and reverse primer (ATGTAAGTCCATGGAGAGATGG) flanking the first intron were used to check for the presence of a 200-bp fragment from the first intron (Supplementary Fig. S3A).
Determination of total bile acids
Concentration of total bile acids was determined in 10-dpf larvae by using a total bile acid quantification kit (Crystal Chem, 80470) according to manufacture protocol.
Photography and image analyses
Zebrafish larvae after each treatment were collected, anesthetized immediately in 0.08% Tricaine (E10521; Sigma) and immobilized by using 3% methylcellulose (M0521; Sigma) before proceeding to imaging. Zebrafish larvae were photographed individually with an Olympus microscope (Olympus, Tokyo, Japan).
Immunostaining and cytological analyses
Following the end of treatment, zebrafish Larvae were fixed in 4% PFA dissolved in PBS, embedded in bacterial-agar, and cryo-sectioned at 8-μm thickness using a cryotome. This was followed by immunohistochemical staining. Most of the primary antibodies used were derived from rabbits, including anti-proliferating cell nuclear antigen (PCNA) (FL-261, Santa Cruiz), anti–caspase 3 (Abcam), anti–collagen I (ab23730; Abcam) and anti-laminin (L9393, Sigma). Anti-Alcam (ANZN-8, ZIRC, USA) was derived from the mouse. Anti-rabbit or anti-mouse secondary antibodies were purchased from Thermo Fisher Scientific.
Isolation of hepatocytes, neutrophils, macrophages and cholangiocytes by fluorescence activated cell sorting
Fabp10+, lyz+, and mpeg+ transgenic zebrafish lines in wild-type and kras+ background were used for fluorescence-activated cell sorting (FACS) isolation of hepatocytes, neutrophils, and macrophages respectively. 7–10 adult livers were pooled and dissociated into single cells in the presence of 0.05% trypsin (T1426; Sigma) by using a 40-μm mesh (352340; Fisher Scientific, Pittsburgh, PA) as previously indicated69. Hepatocytes (fabp10+) were isolated based on dsRed expression, neutrophils (lyz+) were isolated based on DsRed expression, and macrophages (mpeg+) were isolated based on mCherry expression. For isolation of cholangiocytes, Alcam antibody was used as an accepted cell surface marker for cholangiocytes together with the Alexa Fluor secondary antibody (Thermo Scientific).
RNA extraction, complementary DNA amplification, and reverse-transcription quantitative polymerase chain reaction (RT-qPCR)
Total RNA was extracted from FACS isolated cells by using the RNeasy mini kit (74104; Qiagen, Singapore). Complementary DNA (cDNA) was synthesized and amplified by using QuantiTect Whole Transcriptome Kit (207043; Qiagen). Then the amplified cDNA was used as a template for quantitative polymerase chain reaction (qPCR) with LightCycler 480 SYBR green master mix (Roche, Singapore). cDNAs were subjected to 40 cycles with the following parameters (95 °C, 20 s; 65 °C, 15 s; and 72 °C, 30 s).
Statistical analysis
Statistical significance between every two groups was evaluated by two-tailed unpaired Student t-test using GraphPad Prism version 7.00. Analyzed data are presented as mean values ± standard error of mean (SEM).
Supplementary Information
Acknowledgements
This work was supported by Ministry of Education, Singapore (Grant Numbers: R154000A23112, R154000A86114 and R154000B84114). M.H. was a recipient of Singapore International Graduate Award (SINGA) and C.Y. was a recipient of NGS (NUS Graduate School for Integrative Sciences & Engineering) scholarship.
Author contributions
M.H., C.Y. and Z.G. conceived experiments. M.H. performed all experiments. M.H. and Z.G. analyzed data. M.H. and Z.G. wrote the manuscript.
Competing interests
The authors declare no competing interests.
Footnotes
The original online version of this Article was revised: The original version of this Article contained an error in the spelling of the author name Zhiyuan Gong which was incorrectly given as Zhiuyan Gong.
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Change history
6/18/2021
A Correction to this paper has been published: 10.1038/s41598-021-92144-9
Supplementary Information
The online version contains supplementary material available at 10.1038/s41598-020-80621-6.
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