Abstract
Background
Dedifferentiation and loss of hepatocyte polarity during primary culture of hepatocytes are major drawbacks for metabolic analyses. As a prominent profibrotic cytokine and potent inducer of epithelial mesenchymal transition (EMT), TGF-β contributes to these processes in liver epithelial cells. Yet, a distinction between culture dependent and TGF-β driven hepatocyte dedifferentiation has not been shown to date.
Results
Here, we show that in both settings, mesenchymal markers are induced. However, upregulation of Snai1 and downregulation of E-Cadherin are restricted to TGF-β effects, neglecting a full EMT of culture dependent hepatocyte dedifferentiation. Mechanistically, the latter is mediated via FAK/Src/ERK/AKT pathways leading to the induction of the oncogene caveolin-1 (Cav1). Cav1 was recently proposed as a new EMT marker, but our results demonstrate Cav1 is not up-regulated in TGF-β mediated hepatocyte EMT, thus limiting validity of its use for this purpose. Importantly, marking differences on Cav1 expression exist in HCC cell lines. Whereas well differentiated HCC cell lines exhibit low and inducible Cav1 protein levels - by TGF-β in a FAK/Src dependent manner, poorly differentiated cell lines display high Cav1 expression levels which are not further modulated by TGF-β.
Conclusions
This study draws a detailed distinction between intrinsic and TGF-β mediated hepatocyte dedifferentiation and elucidates cellular pathways involved. Additionally, by evaluating the regulation of the oncogene Cav1, we provide evidence to argue against Cav1 as a reliable EMT marker.
Background
Primary cultures of human or rodent hepatocytes are of particular value for investigating drug metabolism and toxicity. However, basic functional hepatocyte features such as bile canaliculi formation, bile secretion, polarity and metabolic activities (including detoxification by Cyp and other drug-metabolizing enzymes) are rapidly lost during culture on a collagen layer (monolayer or 2D culture). To overcome these limitations, alternative hepatocyte culture systems have been developed, including co-culture systems, bioreactors and 3D systems, where hepatocytes are embedded in a soft collagen matrix [1,2].
However, hepatocyte culture on a single stiff collagen surface possesses interesting features for researchers. Indeed, monolayer culture of primary hepatocytes offers an astonishing view on cell plasticity, and allows delineation of pathways regulating hepatocyte polarity and homeostasis [3]. Even though hepatocyte dedifferentiation in culture has not been deeply investigated with respect to epithelial to mesenchymal transition (EMT) so far, the switch of cell morphology toward a fibroblastoid phenotype and the induction of EMT-associated collagen I expression argues for such process in vitro[4].
Transforming growth factor beta (TGF-β), a pleiotropic cytokine, is considered as the most potent profibrotic mediator in diverse organ diseases [5]. It is also recognized as a strong EMT inducer in various epithelial cell types including hepatocytes cultured on a stiff collagen matrix [3,6,7]. These observations raise the question whether TGF-β acts as an accelerator of the intrinsic dedifferentiation process or whether culture and TGF-β mediated EMT are distinct processes.
Caveolin-1 is the forming protein of caveolae, invaginations of the plasma membrane, and defines a particular endocytic route [8]. Although caveolin-1 expression is elevated in hepatocellular carcinoma (HCC), its function as a tumor suppressor or promoter is still debated [9-12]. Recently, caveolin-1 was shown as being required for mitochondrial function and lack of caveolin-1 resulted in apoptotic susceptibility [13]. Thus, an increase of caveolin-1 might serve for enhanced mitochondrial stability under stressful conditions like liver fibrosis and inflammation as well as for an additional survival strategy for cancer cells.
TGF-β was shown to enhance tumor growth under certain conditions and has recently been demonstrated to increase caveolin-1 expression in the pluripotent human embryonic carcinoma cell line NT2/D1 as well as in murine mammary epithelial cells (NMuMG) [14].
In this study, we define pathways responsible for caveolin-1 expression in dedifferentiating hepatocytes and discern important differences of intrinsic and TGF-β induced hepatocyte dedifferentiation. Whereas TGF-β driven hepatocyte EMT is not accompanied by increased caveolin-1 levels, intrinsic dedifferentiation is mediated via FAK/Src and the downstream pathways ERK1/2 and AKT, causing a tremendous increase of caveolin-1 expression. Further, the latter process is completely independent of the Snai1 transcription factor, a major EMT mediator. Finally, in contrast to primary hepatocytes, TGF-β is capable of inducing caveolin-1 expression in well differentiated, but not in dedifferentiated HCC cell lines.
Results
Culture induced hepatocyte dedifferentiation leads to upregulation of mesenchymal markers and caveolin-1
Hepatocytes cultured on collagen monolayer rapidly dedifferentiate. This was nicely illustrated by staining of F-actin fibres utilizing phalloidin. At day 1, primary hepatocytes still exhibited a polar organization with actin fibers forming a belt on the inner side of the cell membrane (Figure 1A). Starting at day 2, hepatocytes spread on the substratum and re-structure the actin cytoskeleton. TGF-β treatment enhanced cytoskeleton remodelling in hepatocytes which finally culminated in fibroblastoid morphology with limited cell-cell contacts (resembling EMT). In contrast, although culture induced dedifferentiation affected the actin structures, cell-cell contacts were still visible (Figure 1A).
Besides the loss of polar shape during culture, mesenchymal markers were expressed, as illustrated by the induction of N-Cadherin and Vimentin within four days of culture. Furthermore, this process correlated with the activation of MAPK/ERK and AKT signaling pathways (Figure 1B). A striking increase in Collagen 1α1 mRNA expression level was observed after 4 days of culture (p < 0.001), thus further supporting the gain of mesenchymal properties of cultured hepatocytes (Figure 1C). Besides expression of these markers, caveolin-1 was strongly induced both at mRNA (p < 0.001 at day 3 and 4) and protein levels (Figure 1B, D). Intriguingly, protein levels of the epithelial marker E-Cadherin were not decreased during intrinsic dedifferentiation. Nevertheless, localization of E-Cadherin was affected as during dedifferentiation immunostaining demonstrated a reduced localization at cell-cell contacts/tight junctions (data not shown &[3]).
The FAK/Src signaling pathway mediates caveolin-1 expression
We have shown previously that the integrin/FAK/Src axis triggered hepatocyte dedifferentiation [3]. Thus, we next investigated whether this pathway also contributed to caveolin-1 induction. Inhibition of FAK was achieved using the small chemical inhibitor PF573228 which led to abrogation of FAK tyrosine 397 and to a reduction of Src tyrosine 527 phosphorylation. The blockage of FAK subsequently attenuated caveolin-1 upregulation (Figure 2A). Additionally, downstream signaling of FAK, in terms of pSrc, pAKT and pERK was affected (Figure 2B). To further elucidate that Src family members are essential in mediating activation of AKT and ERK, two Src inhibitors were applied and downstream signaling was evaluated. Inhibition of Src with SU6656 and PP2 (Figure 2B) yielded in reduced activity of ERK and AKT pathways. Application of different inhibitors of Src family members is adequate in our experimental setting due to their variant substrate specificity [15] and thus distinct downstream effects.
Similarly, as observed with the FAK inhibitor, Src blockage significantly prevented upregulation of caveolin-1 in hepatocytes on protein (Figure 3A, B) and mRNA levels (Figure 3C, D). Attenuated hepatocyte dedifferentiation was demonstrated by reduced expression of N-Cadherin and Collagen 1α1 mRNA, as well as sustained E-Cadherin expression when cells were cultured in presence of Src family inhibitors (Figure 3A, B, E, F).
AKT and ERK contribute to caveolin-1 upregulation
Due to a recent report about the relevance of MAPK/ERK and AKT signaling pathways in modulating hepatocyte plasticity in monolayer culture, and the observation of affected ERK and AKT phosphorylation upon FAK/Src inhibition (Figure 2B and [3]), we intended to define the relevance of these pathways on caveolin-1 expression. Blocking culture dependent AKT activation with Ly294002 inhibitor sig nificantly reduced caveolin-1 protein and mRNA levels (Figure 4A, B). As also Collagen 1α1 induction was significantly blunted (Figure 4C), inhibition of AKT affected hepatocyte dedifferentiation and caveolin-1 induction. Next, U0126 was applied to interfere with ERK1/2 activity during hepatocyte culture on collagen monolayer. This led to reduced caveolin-1 and Collagen 1α1 expression, similar to the result obtained upon AKT pathway blunting (Figure 4D-F). In summary, both ERK1/2 and AKT pathways influenced hepatocyte dedifferentiation (vimentin, Figure 4A, D) and caveolin-1 expression.
Snai1 is not involved in hepatocyte dedifferentiation and caveolin-1 induction
Considering the unique role of Snail transcription factor family in driving EMT, we tested whether Snai1 and Slug (Snai2) were involved in the culture dependent dedifferentiation process of hepatocytes. Intriguingly, during culture, Snai1 mRNA levels only slightly increased. As a potent mediator of EMT, TGF-β was previously shown to induce Snai1 expression. Accordingly, TGF-β treatment tremendously increased Snai1 expression in a time dependent manner (Figure 5A). Additionally, we evaluated a potential role of Slug during intrinsic dedifferentiation. We found Slug expression levels unchanged during 4 days of culture (Figure 5B) and thus rule out a potential function in the process of dedifferentiation. However, TGF-β1 induced a late and in comparison to Snai1, moderate Slug induction at day 3 and 4 of treatment (up to 16-fold after 4 day treatment). Therefore, Slug is not an early EMT mediator of TGF-β in hepatocytes.
To further confirm that Snai1 is not involved in the regulation of caveolin-1 expression, we showed that hepatocytes isolated from hepatocyte specific Snai1 knockout mice underwent culture dependent dedifferentiation and upregulated caveolin-1 expression comparable to controls (Figure 5C). The increase of pERK during dedifferentiation is also not affected by Snai1 expression, indicating independency of a Snai1 mediated mechanism. To prove the conditional Snai1 knockout, mRNA levels of Snai1 under basal conditions and after 6 h TGF-β treatment were investigated. Basal expression of Snai1 was weak in controls, and strongly reduced in hepatocytes from Snai1 ko mice. Upon TGF-β treatment, Snai1 expression boosted within 6 h in wild types up to 35 fold whereas Snai1 ko hepatocytes did not induce significant expression (Figure 5D). These observations suggested that culture induced hepatocyte dedifferentiation does not resemble a classical EMT due to Snai1 independency.
TGF-β attenuates culture mediated caveolin-1 upregulation
As the above findings enabled a clear discrimination between culture induced dedifferentiation and TGF-β mediated EMT, it was of interest to determine whether TGF-β was able to induce caveolin-1 expression in primary hepatocytes. To test this hypothesis, monolayer cultured hepatocytes were treated with TGF-β for several days and subsequently caveolin-1 expression was analyzed. Caveolin-1 protein levels ascended over time in the controls, but to a lesser extent in cells treated with TGF-β (Figure 6A). This was paralleled by a weaker increase of caveolin-1 mRNA expression upon TGF-β stimulation during culture (Figure 6B). To determine whether the attenuation of caveolin-1 induction by TGF-β was Smad or non-Smad pathway dependent, Smad4 was knocked down to abrogate the canonical Smad pathway. TGF-β stimulation in Smad4 knock down hepatocytes did not lead to a reduction in caveolin-1 protein levels, as compared to controls (Figure 6C). Furthermore, Smad4 knockdown yielded in Smad3 hyperactivation, likely due to reduced nuclear shuttling with subsequent attenuated dephosphorylation and degradation of phospho-Smads. Noteworthy, Src phosphorylation was triggered by TGF-β stimulation, and this was not altered by knock down of Smad4.
As the relevance of Src in inducing caveolin-1 was evident, Src phosphorylation was blocked by SU6656 and cells were subsequently treated with TGF-β.As shown in Figure 6D, TGF-β reduced caveolin-1 expression in controls. SU6656 also affected caveolin-1 expression compared to untreated controls. When TGF-β and SU6656 were combined, no additive effect on expression was detectable. These findings argue for a dominant role of the Smad pathway on caveolin-1 repression, capable of overruling the Src axis. We therefore conclude that TGF-β is not able to induce caveolin-1 in normal epithelial hepatocytes.
TGF-β induces caveolin-1 in low caveolin-1 expressing HCC cell lines
Caveolin-1 has been linked to cancer, including HCC. Several studies correlated caveolin-1 expression and prognosis of the patient. Except one study, increased caveolin-1 levels have been linked to poor prognosis [9-12]. Six HCC cell lines, namely Hep3B, HUH-7, PLC/PRF/5, FLC-4, HLE and HLF, were screened for caveolin-1 expression and we found marked differences on both mRNA and protein level (Figure 7A). Previously, Hep3B, HUH-7 and PLC/PRF/5 were classified as differentiated and HLE and HLF as dedifferentiated HCC cell lines [16]. Noteworthy, FLC-4 cell line has an epithelial phenotype and was reported to demonstrate hepatocyte like functions [17]. However, these cells exhibit elevated basal migration capacity (Figure 7B) and have undergone the E- to N-Cadherin switch (not shown). Based on these observations, FLC-4 were assigned as “dedifferentiated” together with HLE and HLF cells. Considering the tumor promoting function of TGF-β in HCC, the cell lines were analyzed for TGF-β regulation of caveolin-1 expression. Interestingly, low expressing cell lines (Hep3B, HUH-7 and PLC/PRF/5) respond to TGF-β stimulation with significant upregulation of caveolin-1 expression (Figure 8A) on mRNA level. Similar results were obtained on protein level, although the kinetics of upregulation differed (Figure 8B-D). As the low expressing cell lines show a more differentiated phenotype, as compared to the high expressing ones, it can be hypothesized that TGF-β mediated cancer EMT is accompanied with an increase of caveolin-1 expression. Due to the implications of the FAK/Src axis on caveolin-1 expression [14], Hep3B were treated with PP2 or PF573228 to inhibit Src and FAK phosphorylation and subsequently stimulated with TGF-β1 for 24 h. Blocking of Src/FAK affected caveolin-1 induction (Figure 8D). To conclude, low caveolin-1 expressing HCC cell lines induce its expression upon TGF-β challenge via a FAK/Src-dependent pathway.
Discussion
Hepatocyte dedifferentiation in collagen monolayer culture is a major obstacle for toxicity screening. During culture, hepatocyte metabolic functions are altered due to downregulation of metabolic enzymes including the broad family of Cyp enzymes [18,19]. Polarity establishment and maintenance are critical processes to regulate hepatocyte function and therefore in focus of research. Hepatocyte dedifferentiation impressively documents the cellular plasticity and evidences that the differentiation status in vivo does not have to be terminal. A recent intriguing finding underlining hepatocyte plasticity has been reported by Sahin and co-workers, who described differentiation of hepatocytes into liver progenitor cells [20]. Others made observations of EMT during hepatocellular cancer progression. Interestingly, primary hepatocytes have also been shown to undergo EMT upon TGF-β stimulation in vitro[7]. In contrast, in vivo EMT of hepatocytes during liver damage and fibrogenesis has recently been declined, although this was mainly related to transdifferentiation into myofibroblasts [21] and does not exclude phenotypical changes of hepatocytes into other directions.
In vitro, a distinction between intrinsic hepatocyte dedifferentiation and TGF-β mediated EMT has not yet been drawn. A recent study describes the capability of TGF-β to induce caveolin-1 expression in NMuMG and NT2/D1 cells lines, which has been linked to FAK/Src signaling [14]. Additionally, in a hepatocyte cell line (E14 MMH), TGF-β mediated EMT was shown to require FAK signaling [22]. Furthermore, intrinsic hepatocyte dedifferentiation in culture has also been connected to FAK/Src signaling [3]. Indeed, our study defines that FAK/Src activity is the driving force of hepatocyte dedifferentiation and caveolin-1 upregulation and thus, the FAK signaling pathway is implicated in TGF-β triggered effects. During intrinsic hepatocyte dedifferentiation, the downstream signaling routes MEK/ERK and PI3K/AKT are activated and subsequently regulate the induction of caveolin-1. Noteworthy, the dedifferentiation process in monolayer culture primes hepatocytes for proliferation as shown recently by microarray analysis and therefore may reflect a phenotype contributing to liver regeneration [23]. Due to linkage of caveolin-1 to proliferation in many settings and cell types [24], it might as well function in modulating hepatocyte proliferation. In sharp contrast, the EMT inducing TGF-β/Smad signaling pathway is overruling the above FAK/Src mediated signals and does not increase caveolin-1 levels in hepatocytes. In this context, the EMT promoting transcription factor Snai1 is induced weakly during culture and is strongly upregulated upon TGF-β treatment. This finding is consistent with the observation that the epithelial marker E-Cadherin is not downregulated on protein level during culture, although mesenchymal markers are induced. However, E-Cadherin localization at the plasma membrane is affected and therewith tight junction formation is compromised, leading to reduced cell-cell adhesion (but less compared to TGF-β mediated effects), a feature of mesenchymal cell types. TGF-β challenge, however, led to reduced E-Cadherin expression, which is mediated by Snai1 repression of the gene. For further delineation, upregulation of caveolin-1 and induction of mesenchymal markers are discrete from Snai1 function. Additionally, induction of mesenchymal markers and caveolin-1 are likely non-related events, as TGF-β is inducing the mesenchymal phenotype without increasing caveolin-1 expression. Further studies will shed light on the different mechanisms regulating different steps of the hepatocyte differentiation programmes.
Recognizing FAK/Src signaling as an important driver of caveolin-1 expression in hepatocytes, it is worth speculating about their microenvironment during disease development. During fibrogenesis and cancer development, the liver’s microarchitecture changes, comprising upregulation of extracellular matrix deposition, increased liver stiffness and a shift to fibril forming collagens (mainly type I and III). Integrins are sensors of the extracellular milieu and subsequently signal status information into the cell, commonly involving FAK/Src. Thus, the extracellular matrix composition of the liver may be of relevance for changes in caveolin-1 expression and subsequent modulation of hepatocyte function also in vivo.
Hepatocellular cancer commonly develops after decades of liver fibrosis/cirrhosis, where extensive matrix remodelling has taken place. Therefore, the increase of caveolin-1 in progressed HCC likely results from matrix signals (but other regulatory factors, e.g. cholesterol, have been described [25,26]). However, we also found that TGF-β is capable to increase caveolin-1 expression in some HCC cells lines. A common feature of this observation was the relatively low basal expression of caveolin-1 as in contrast, the dedifferentiated, high caveolin-1 expressing cell lines did not increase expression upon TGF-β stimulation. This points to an interesting aspect. TGF-β is considered as a tumor suppressor; however, frequently and especially in progressed disease stages, its function may switch to a tumor promoter [27]. In our study, we define caveolin-1 as a non-target of TGF-β in untransformed hepatocytes, whereas in early transformed (differentiated HCC) cancer cell lines, TGF-β is mediating enhanced expression of caveolin-1 and therewith may promote tumor proliferation and migration/invasion, functions that have been attributed to caveolin-1. With regard to EMT, in hepatocytes, caveolin-1 cannot be considered as an indicator (or marker) of EMT processes as it does not occur as a TGF-β target gene during this process. However the role in cancer EMT has yet to be defined.
Conclusion
Morphological similar processes of intrinsic and TGF-β induced hepatocyte dedifferentiation underlie distinct molecular mechanisms including activation of signalling pathways and induction of target genes. Snai1 is a mediator of TGF-β triggered EMT, whereas it is not involved in intrinsic differentiation. Furthermore, caveolin-1, suggested as an EMT marker, is repressed by TGF-β and strongly induced during hepatocyte culture. In contrast, caveolin-1 turns into a TGF-β target in transformed hepatocytes (HCC cell lines), where Smad and non-Smad/FAK/Src signalling pathways contribute. These findings imply that a further delineation of programmes leading to hepatocyte plasticity, depending on culture conditions, is inevitable.
Additionally, the TGF-β dependent transcriptional patterns are strongly depending on the differentiation status of the hepatocyte. Further research on primary hepatocytes and cell lines will generate insights into the integration of Smad and non-Smad pathways leading to a unique cell response, especially in context of TGF-β’s functional switch from a tumor suppressor towards a tumor promoter in cancerogenesis.
Materials and methods
Cell culture
Primary hepatocytes were isolated from livers of male C57BL/6 wild type mice by collagenase perfusion. Hepatocytes then were plated on collagen coated plates and cultured in Williams E medium supplemented with Pen/Strep, L-glutamine, dexamethasone and FCS [6]. After attachment (4 h), cells were cultured in medium lacking FCS. For analyzing the function of Snai1 during intrinsic dedifferentiation, hepatocytes were isolated from B6;129-TgN(Alb-Cre-/+)Snai1tm1MhM mice with a hepatocyte specific deletion of functional Snai1 gene [28]. From these animals and corresponding wild type mice, hepatocytes were isolated as described above. HCC cell lines used in this study: HUH-7, Hep3B, PLC/PRF/5, HLE, HLF, and FLC-4. For stimulation experiments, FCS free medium containing inhibitors and/or TGF-β was refreshed every 24 h.
Reagents and antibodies
Recombinant TGF-β1 was purchased from Peprotech (Hamburg, Germany) and used at a final concentration of 5 ng/ml. Antibodies used: pAKT, pSrc527 (Cell Signaling), pSmad3 (epitomics), caveolin-1, GAPDH, pERK, pFAK397 and horseradish peroxidase-linked anti mouse and rabbit secondary antibodies were from SantaCruz. E-Cadherin (BD Biosystems), β-actin (Sigma-Aldrich), N-Cadherin, tubulin and vimentin were obtained from abcam. Inhibitors used in this study: PF573228 (Sigma-Aldrich), SU6656 (Calbiochem), PP2, LY294002, U0126 (Tocris).
Immunofluorescence of F-actin
F-actin fibres were visualized using Alexa Fluor 488 phalloidin (invitrogen) and nuclei using Draq5 (alexis biochemicals). Cells were cultured on collagen coated glass slides and fixed with 2% PFA, permeabilized with 0.3% Triton-X 100 in PBS followed by a final 4% PFA fixation step. Fixed cells were incubated with phalloidin and Draq5 in a 1% BSA/PBS solution for 1 h. After washing with PBS, cells were mounted on object slides and images acquired using the confocal microscope Leica TCS SP2.
Western blot analysis
Hepatocyte lysates were taken with RIPA buffer (50 mMTris-HCl (pH 7.5), 150 mMNaCl, 1% Nonidet P-40 (NP40), 0.5% sodium deoxycholate, 0.1% SDS, Proteases Inhibitor Cocktail, Phosphatase Inhibitor Cocktail II (Roche, Germany)). Protein concentration was determined using the DC protein assay (Bio-Rad). 30 μg protein per sample were separated by SDS-PAGE and blotting was processed as described [29]. Then, membranes were developed using ECL solution and the Chemi-Smart (Vilber Lourmat) system.
RNA isolation, reverse transcription and qRT-PCR
Total RNA was extracted using the RNAeasy Mini Kit (Qiagen). Subsequently, cDNA was synthesized from 1 μg RNA with the Quantitect Reverse Transcription kit (Qiagen). qRT-PCR was performed using taqman technology on a Stratagene Mx3005P. Snai1, Snai2, PPIA, caveolin-1 and Collagen 1α1 primer mixes were purchased from Applied Biosystems. For normalization of cell line data, 18S rRNA specific taqman primers were used.
RNA interference
Transfection with siRNA was essentially performed as in [29]. In brief, RNAiMAX (invitrogen) was used as transfection reagent. A final concentration of 10 nM was chosen. Oligos were pools obtained from Dharmacon. Transfection was carried out 4 h after seeding of primary hepatocytes and transfection mix was incubated o/n. Stimulation experiments were conducted 36 h post transfection.
Migration assay
For elucidating migration capacity of the different HCC cell lines, a transwell assay was applied. Transwell inserts (BD) were used (pore size 8 μm). 25,000 starved cells per insert were seeded. The upper compartment contained 1% BSA, whereas the lower part contained 10% FCS to induce migration. Cells were allowed to migrate for 13 h. Subsequently, cells from both compartments were trypsinized and an ATP assay (CellTiter-Glo, Promega) was conducted to evaluate % of migrated cells (values lower compartment divided by sum of both compartments).
Densitometry
For quantitative analysis of Western blots, Aida Image Analyzer v. 4.25 was used. Each value was calculated from three independent experiments. Expression was normalized to GAPDH protein levels. Normalized control was set to 1 at each time point (day3 and day4).
Statistics
Significance was calculated with the two-tailed Student’s t-test. Values were pooled from at least three independent experiments or as indicated.
Abbreviations
EMT: Epithelial mesenchymal transition;HCC: Hepatocellular carcinoma;TGF-β: Transforming growth factor beta
Competing interests
The authors declare that they have no competing interests.
Authors’ contributions
CM designed, performed and analyzed experiments, wrote the manuscript, JD performed experiments with HCC cell lines; YL performed experiments and analysed data, wrote manuscript. FS did experiments with primary hepatocytes and analysed RNA and protein samples; SM designed experiments and helped drafting the manuscript, AM isolated primary hepatocytes and helped to draft manuscript, CC helped to draft the manuscript, SD supervised the experiments, analysed data and wrote the manuscript. All authors read and approved the final manuscript.
Contributor Information
Christoph Meyer, Email: christoph.meyer@medma.uni-heidelberg.de.
Johanna Dzieran, Email: johanna.dzieran@medma.uni-heidelberg.de.
Yan Liu, Email: yan.liu@medma.uni-heidelberg.de.
Felizitas Schindler, Email: felizitas.schindler@gmx.de.
Stefan Munker, Email: stefan.munker@medma.uni-heidelberg.de.
Alexandra Müller, Email: alexandra.mueller@medma.uni-heidelberg.de.
Cédric Coulouarn, Email: cedric.coulouarn@inserm.fr.
Steven Dooley, Email: steven.dooley@medma.uni-heidelberg.de.
Acknowledgement
This work was funded by the BMBF programme “Virtual liver” and the Deutsche Forschungsgemeinschaft DO 373/8-1 and TRR-SFB 77.
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