Hepatocellular carcinoma (HCC) typically develops in cirrhosis, a condition characterized by Hedgehog (Hh) pathway activation and accumulation of Hh-responsive myofibroblasts. Although Hh signaling generally regulates stromal–epithelial interactions that support epithelial viability, the role of Hh-dependent myofibroblasts in hepatocarcinogenesis is unknown. Here, we used human HCC samples, a mouse HCC model, and hepatoma cell/myofibroblast cocultures to examine the hypothesis that Hh signaling modulates myofibroblasts' metabolism to generate fuels for neighboring malignant hepatocytes. The results identify a novel paracrine mechanism whereby malignant hepatocytes produce Hh ligands to stimulate glycolysis in neighboring myofibroblasts, resulting in release of myofibroblast-derived lactate that the malignant hepatocytes use as an energy source. This discovery reveals new diagnostic and therapeutic targets that might be exploited to improve the outcomes of cirrhotic patients with HCCs. Cancer Res; 72(24); 6344–50. ©2012 AACR.

Hepatocellular carcinoma (HCC) is one of the most common deadly forms of cancer worldwide (1). HCCs typically develop in cirrhotic livers (1). The latter compromises recovery from extensive liver resection and restricts chemotherapy options and efficacy. Therefore, survival depends mainly upon detection of tumors that are small enough to be safely ablated. Better screening and preventative strategies are needed, however, because the number of HCCs that are already advanced at diagnosis is increasing, and the population at risk for HCC is growing due to the increasing incidence of cirrhosis (1). Improved understanding of the early events in hepatocarcinogenesis would help to optimize prevention, early diagnosis, and treatment of HCCs.

Evidence that HCCs occur in 1% to 5% of cirrhotic patients annually suggests that the cirrhotic microenvironment promotes the outgrowth of malignant hepatocytes (2). However, the mechanisms involved remain obscure. One possibility is that that stromal–epithelial interactions fuel HCC growth because deregulated, and excessively fibrogenic, repair of liver injury causes cirrhosis itself (3). The major producers of fibrous matrix during liver injury are myofibroblasts, and cirrhotic livers harbor large numbers of these cells. The role of myofibroblasts in HCC pathogenesis/progression is unclear, however, despite evidence that myofibroblast-derived factors mediate key aspects of the wound-healing response including matrix turnover, recruitment of inflammatory cells, vascular remodeling, and outgrowth of liver epithelial progenitors (4). The pivotal importance of myofibroblasts in cirrhosis pathogenesis justifies evaluating their role in hepatocarcinogenesis.

A key regulator of myofibroblasts is Hedgehog (Hh), a developmental morphogenic signaling pathway (5). Hh pathway activity is barely detectable in healthy livers but becomes robust during all types of liver injury. Injured liver epithelial cells are important drivers of this process because injury stimulates the wounded epithelia to produce and release Sonic hedgehog (Shh) and Indian Hedgehog (Ihh) ligands, as well as other soluble factors, that promote Hh signaling in neighboring Hh-responsive stromal cells (6, 7). Like other Hh-responsive stromal cells, myofibroblasts express the Hh ligand transmembrane receptor, Patched (Ptc; ref. 8). Interaction of epithelia-derived Hh ligands with Ptc results in the activation of Smoothened, the Hh signaling-competent coreceptor. This leads to accumulation and nuclear localization of glioma family proteins (Gli1, Gli2, Gli3), which regulate the transcription of Hh-responsive genes that control proliferation, viability, and differentia-tion of the stromal cells. Exchange of paracrine signals between Hh-producing epithelia and Hh-responsive stroma orchestrates organogenesis during development. Similar mechanisms are presumed to modulate some types of carcinogenesis based on findings in mouse models of pancreatic and prostate cancer (9, 10). Although increased Hh signaling has been documented in human HCCs (11), and liver myofibroblasts are known to be an Hh-responsive cell type, the possibility that HCC growth might be regulated by paracrine Hh signaling between myofibroblasts and malignant hepatocytes has not, to our knowledge, been examined.

Recently, we showed that treating a mouse model of fibrosis-associated HCCs with an Hh signaling inhibitor caused advanced HCCs to regress (12). Tumor involution was accompanied by myofibroblast loss and fibrosis improvement. This suggests that the anti-cancer actions of the Smoothened antagonist may have resulted from deletion of Hh-responsive myofibroblasts and justifies further work to identify how myofibroblasts might support the growth of malignant hepatocytes. Here, we evaluate the hypothesis that Hh signaling modulates myofibroblasts' metabolism to generate fuels for neighboring malignant hepatocytes. Given that HCCs, like many other epithelial cancers, exhibit enhanced glycolysis (i.e., the Warburg effect; ref. 13), we asked whether HCC glycolytic activity was influenced by Hh signaling in tumor-associated myofibroblasts.

Human subjects

The Duke Department of Pathology computer database was searched for cases of HCC arising in nonalcoholic fatty liver disease (NAFLD) patients from 2007 through 2011. Five cases were identified from resections, hepatectomies, and explants. Random tissue blocks containing both tumor and adjacent nontumor were used.

Mice and cell culture

Ten Mdr2−/− mice (age, 51–59 weeks) with advanced liver fibrosis and HCCs were treated with either vehicle [dimethyl sulfoxide (DMSO), n = 5] or 40 mg/kg GDC-0449 (n = 5) for 9 days as described previously (12).

Liver myofibroblasts (8B cells, M. Rojkind, George Washington University, Washington, DC; ref. 14) were cultured alone (monoculture) or in a Transwell coculture system with HepG2 cells (American Type Culture Collection), Huh7.5 cells (C. Rice, Rockefeller University, New York, NY), or Panc 10.05 cells (Duke Cell Culture Facility, Durham, NC). Myofibroblast monocultures were also treated with PBS control or 1000 ng/mL recombinant Shh ligand with or without DMSO vehicle or 3 μmol/L GDC-0449, or conditioned medium from the other cells with or without IgG control or 10 μg/mL 5E1 antibody for 24 hours. HepG2 and Huh7.5 cells were grown alone or treated with lactate with or without FX11. See Supplementary Methods for details.

Statistical analyses

Mean data were compared using the Student t test. Differences were considered significant when P < 0.05.

Malignant epithelia produce Hh ligands and stroma is enriched with Hh-responsive, glycolytic myofibroblasts in human HCC

To investigate Hh ligand expression and localization in HCCs, we conducted immunohistochemistry for SHH ligand in archived paraffin-embedded tissues from 5 patients with HCCs and cirrhosis caused by NAFLD. All of the HCCs showed increased expression of SHH relative to their capsules and adjacent nontumorous liver tissue (Fig. 1A). Within tumor nodules, malignant hepatocytes were a major source of SHH ligand. In contrast, nuclear staining for the Hh-regulated transcription factor, GLI2, was confined to the tumor-associated stroma. Compared with adjacent nontumor liver, HCCs were also significantly enriched with GLI2(+) stromal cells (Fig. 1B). These findings suggest that malignant hepatocytes produce Hh ligands that promote Hh signaling in adjacent stromal cells.

Figure 1.

Evidence for paracrine Hh signaling between malignant epithelia and tumor stroma in human HCCs. Tumor and adjacent nontumorous liver from 5 patients with HCCs were evaluated by immunohistochemistry and quantitative morphometry. Representative sections are shown and morphometric (mean ± SEM) or cell count (mean ± SD) data are graphed. *, P < 0.05 for tumor versus nontumorous tissue. A, SHH ligand (brown, ×50). Dotted lines enclose fibrotic capsule. B, GLI2 (arrows, ×400). C, PKM2 (brown) in nontumor and tumor nodules (×400). D, colocalization of PKM2 (green) with α-SMA (brown) in tumor nodule (×400, ×1,000 insert).

Figure 1.

Evidence for paracrine Hh signaling between malignant epithelia and tumor stroma in human HCCs. Tumor and adjacent nontumorous liver from 5 patients with HCCs were evaluated by immunohistochemistry and quantitative morphometry. Representative sections are shown and morphometric (mean ± SEM) or cell count (mean ± SD) data are graphed. *, P < 0.05 for tumor versus nontumorous tissue. A, SHH ligand (brown, ×50). Dotted lines enclose fibrotic capsule. B, GLI2 (arrows, ×400). C, PKM2 (brown) in nontumor and tumor nodules (×400). D, colocalization of PKM2 (green) with α-SMA (brown) in tumor nodule (×400, ×1,000 insert).

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To assess glycolytic activity in these HCCs, we stained sections for pyruvate kinase M2 (PKM2), a rate-limiting glycolytic enzyme and well-validated marker of glycolysis (15). Unexpectedly, we found that PKM2 staining localized to HCC stroma, rather than to the malignant hepatocytes themselves (Fig. 1C). Dual staining for GLI2 and PKM2 confirmed that the Hh-responsive stromal cells were glycolytic and showed that HCC stroma harbored greater numbers of glycolytic cells than adjacent nontumorous liver (Fig. 1B and C). To further characterize these glycolytic stromal cells, we costained other sections for PKM2 and α-smooth muscle actin (α-SMA), a myofibroblast marker (4). Expression of PKM2 colocalized with α-SMA, showing that the glycolytic tumor-associated stromal cells were Hh-responsive myofibroblasts (Fig. 1D).

Hh inhibitor depletes glycolytic myofibroblasts from tumor stroma in murine HCC model

Progressive liver injury and fibrosis occur in Mdr2−/− mice due to deficient transport of phosphatidyl choline into bile. Primary HCCs emerge spontaneously between 50 and 60 weeks of age, modeling the natural evolution of HCCs during fibrogenic repair of various types of chronic liver injury (16). Therefore, we used immunohistochemistry to characterize the tumor-associated stroma in HCCs that were microdissected from these mice. As noted in our human HCC cohort (Fig. 1B–D), tumor-associated stroma in the mouse model was enriched with cells that coexpressed α-SMA and PKM2 (Fig. 2A). Therefore, glycolytic myofibroblasts localize within the HCC-associated stroma in both species, and this seems to occur irrespective of the etiology of the underlying liver disease. In human HCCs, the glycolytic myofibroblasts costained for GLI2 (Fig. 1B) and, thus, were presumed to be Hh-responsive. To examine the role of Hh signaling in regulating glycolytic activity in the murine tumor stromal cells, we compared expression of Glut1, a glucose transporter, and several key glycolytic enzymes in mRNA isolated from HCCs of Mdr2-deficient mice that had been treated with either vehicle or the Smoothened antagonist, GDC-0449, for 9 days before sacrifice. Treatment with the Hh inhibitor reduced expression of mRNAs encoding Gli2, Glut1, glycolytic enzymes, and α-SMA (Fig. 2B). Immunohistochemistry confirmed that reduced expression of myofibroblast- and glycolysis-associated mRNAs was paralleled by depletion of tumor stromal cells that expressed α-SMA, PKM2, and monocarboxylate transporter 4 (MCT4), a facilitator of lactate export (ref. 17; Fig. 2C).

Figure 2.

Murine HCC stroma is enriched with Hh-dependent glycolytic myofibroblasts. Mdr2-deficient mice with HCCs were treated with the Hh inhibitor GDC-0449 or vehicle (n = 5 mice per group); effects on stroma of microdissected tumor nodules were evaluated by morphometry of immunostained sections and quantitative reverse-transcription (qRT-PCR). Representative sections and mean ± SEM data are displayed (*, P < 0.05; **, P < 0.01 GDC-0449–treated vs. vehicle-treated groups). A, colocalization of PKM2 (green) with α-SMA (brown) in tumor from vehicle-treated mouse (×400). B, qRT-PCR for Gli2, α-SMA, Glut1, Hk2, and Pgk1 in liver tumor mRNA. C, tumor sections from vehicle- and GDC-0449–treated mice show (top) PKM2, (middle) α-SMA, and (bottom) MCT4 (brown, ×200).

Figure 2.

Murine HCC stroma is enriched with Hh-dependent glycolytic myofibroblasts. Mdr2-deficient mice with HCCs were treated with the Hh inhibitor GDC-0449 or vehicle (n = 5 mice per group); effects on stroma of microdissected tumor nodules were evaluated by morphometry of immunostained sections and quantitative reverse-transcription (qRT-PCR). Representative sections and mean ± SEM data are displayed (*, P < 0.05; **, P < 0.01 GDC-0449–treated vs. vehicle-treated groups). A, colocalization of PKM2 (green) with α-SMA (brown) in tumor from vehicle-treated mouse (×400). B, qRT-PCR for Gli2, α-SMA, Glut1, Hk2, and Pgk1 in liver tumor mRNA. C, tumor sections from vehicle- and GDC-0449–treated mice show (top) PKM2, (middle) α-SMA, and (bottom) MCT4 (brown, ×200).

Close modal

Paracrine Hh signaling between hepatoma cells and myofibroblasts stimulates glycolysis in myofibroblasts

To determine whether hepatoma cells generate soluble Hh ligands that might stimulate glycolytic activity in Hh-responsive myofibroblasts, we compared Gli-luciferase reporter activity in Shh–LightII cells that were exposed to conditioned medium from HepG2 cells, cocultured with HepG2 cells in a Transwell system, or treated with control medium without or with recombinant SHH (Fig. 3A). Like recombinant SHH, exposure to HepG2 cell-derived soluble factors significantly increased Hh signaling in the Shh-LightII cells. The stimulatory effect of HepG2 conditioned medium was abrogated by adding 5E1, an Hh-neutralizing antibody that blocks HH ligand–Ptc interaction (ref. 18; Fig. 3A). Moreover, when HepG2 cells were replaced with cells that do not generate Hh ligands (Panc 10.05 cells; ref. 19) and experiments were repeated, no change in Shh-LightII cell luciferase activity was observed (Supplementary Fig. S1A). The aggregate data, therefore, indicate that HepG2 cells generate soluble, biologically active Hh ligands.

Figure 3.

Paracrine Hh signaling stimulates myofibroblast glycolysis. A, Gli-luciferase reporter activity in Shh–LightII cells incubated with control medium, 1,000 ng/mL recombinant SHH ligand, cocultured with HepG2 in a Transwell system, incubated with HepG2 conditioned media (CM) with or without 5E1 neutralizing antibody (*, P < 0.05; **, P < 0.01). B, Pkm2 and Mct4 mRNA levels in myofibroblasts grown in monoculture or cocultured with HepG2s in Transwells. C, intracellular (IC) lactate:pyruvate ratio in myofibroblasts monocultured or cocultured with HepG2 cells. D, Pkm2, Mct4, and Patched mRNA levels in myofibroblasts grown in control media or with HepG2 conditioned media. E, Pkm2, Mct4, and Patched mRNA levels in myofibroblasts grown in HepG2 conditioned media with or without 5E1 neutralizing antibody. F, Pkm2 and Mct4 mRNA levels in myofibroblasts treated with vehicle or recombinant SHH ligand (rSHH-L). G, intracellular lactate:pyruvate ratio in myofibroblasts after treatment with rSHH-L. H, lactate exported into media by myofibroblasts treated with control media, rSHH-L, or rSHH-L + GDC-0449. Mean ± SEM data from triplicate experiments are graphed. *, P < 0.05; **, P < 0.01 versus respective controls.

Figure 3.

Paracrine Hh signaling stimulates myofibroblast glycolysis. A, Gli-luciferase reporter activity in Shh–LightII cells incubated with control medium, 1,000 ng/mL recombinant SHH ligand, cocultured with HepG2 in a Transwell system, incubated with HepG2 conditioned media (CM) with or without 5E1 neutralizing antibody (*, P < 0.05; **, P < 0.01). B, Pkm2 and Mct4 mRNA levels in myofibroblasts grown in monoculture or cocultured with HepG2s in Transwells. C, intracellular (IC) lactate:pyruvate ratio in myofibroblasts monocultured or cocultured with HepG2 cells. D, Pkm2, Mct4, and Patched mRNA levels in myofibroblasts grown in control media or with HepG2 conditioned media. E, Pkm2, Mct4, and Patched mRNA levels in myofibroblasts grown in HepG2 conditioned media with or without 5E1 neutralizing antibody. F, Pkm2 and Mct4 mRNA levels in myofibroblasts treated with vehicle or recombinant SHH ligand (rSHH-L). G, intracellular lactate:pyruvate ratio in myofibroblasts after treatment with rSHH-L. H, lactate exported into media by myofibroblasts treated with control media, rSHH-L, or rSHH-L + GDC-0449. Mean ± SEM data from triplicate experiments are graphed. *, P < 0.05; **, P < 0.01 versus respective controls.

Close modal

To determine whether these HepG2-derived Hh ligands functioned as inducers of myofibroblast glycolysis, we cultured a well-characterized rat liver myofibroblasts line (8B cells; ref. 14) alone (monoculture) or in the Transwell system with HepG2 cells and assessed myofibroblasts glycolytic activity. Coculturing myofibroblasts with HepG2 cells induced myofibroblasts expression of mRNAs that encode key glycolytic enzymes (Fig. 3B) and increased their lactate:pyruvate ratio, a measure of glycolytic activity (Fig. 3C). Treating myofibroblasts with HepG2 cell conditioned media had similar effects (Fig. 3D). The stimulatory effects of HepG2 conditioned medium on myofibroblasts glycolysis were attenuated by adding 5E1 to block Hh ligand–Ptc interactions (Fig. 3E), suggesting that Hh ligands are the factors that malignant hepatocytes release to induce glycolytic activity in neighboring myofibroblasts. To verify that activating Hh signaling in myofibroblasts promotes glycolysis, we treated monocultures of liver myofibroblasts with recombinant SHH (rSHH) ligand. Compared with vehicle-treated myofibroblasts, myofibroblasts treated with rSHH ligand had increased expression of genes encoding glycolytic enzymes (Fig. 3F) and higher lactate:pyruvate ratios (Fig. 3G). GDC-0449, a direct antagonist of the Hh signaling intermediate, Smoothened, reversed the effects of rSHH ligand, confirming that myofibroblast glycolysis is regulated by canonical Hh signaling (Fig. 3G). Treating myofibroblasts with rSHH also significantly increased their secretion of lactate into the media, whereas adding GDC-0449 reduced media lactate below basal levels, showing that Hh signaling also regulates myofibroblast secretion of lactate (Fig. 3H). Finally, to determine whether cancer cells that do not generate Hh ligands can induce myofibroblast glycolysis, we compared expression of pkm2 and mct4 mRNAs in myofibroblasts that were exposed to soluble factors derived from Panc 10.05 cells (Supplementary Fig. S1C and S1D). As predicted by the data shown in Supplementary Fig. S1A, Panc 10.05 cells were unable to induce myofibroblasts expression of Ptc, a known Hh target gene (Supplementary Fig. S1B). However, they did increase myofibroblasts expression of both glycolysis markers, albeit at significantly lower levels than were induced by HepG2 cells. Thus, while malignant hepatocytes release Hh ligands to activate glycolysis in neighboring stromal cells, pancreatic cancer cells are able to achieve this via other mechanisms that do not require Hh–Ptc paracrine interactions.

Lactate generated by glycolytic myofibroblasts fuels lipogenesis in HepG2 cells

Nevertheless, our aforementioned findings identified a novel Hh-dependent mechanism whereby malignant hepatocytes modulate the metabolic activity of tumor-associated myofibroblasts. Because tumor stroma is generally believed to support the growth of malignant epithelial cells, we used the Transwell coculture system to evaluate the related hypothesis that myofibroblast-derived glycolytic end-products (such as lactate) enhance net energy homeostasis of malignant hepatocytes. Compared with monocultured HepG2 cells, HepG2 cells that were cocultured with liver myofibroblasts showed significant accumulation of Oil Red O–stained lipid droplets (Fig. 4A). Because lipid accumulation occurs during energy excess, we compared the ATP content of mono- and cocultured HepG2 cells and found significantly higher ATP content in the cocultured HepG2 cells (Fig. 4B). Consistent with increased lipogenesis during coculture, cocultured HepG2 cells expressed higher mRNA levels of the lipogenic transcription factor Pparγ than monocultured HepG2 cells (Fig. 4C). Coculture also enhanced HepG2 expression of monocarboxylate transporter 1 (Mct1), which encodes a lactate transporter (17), but suppressed expression of pyruvate dehydrogenase kinase (Pdk1), which encodes an enzyme that gates entry of pyruvate into the tricarboxcylic acid (TCA) cycle (Supplementary Fig. S3). These findings suggest that malignant hepatocytes import myofibroblast-derived lactate and convert it into pyruvate to fuel ATP and lipid biosynthesis. To assess this issue more directly, we treated monocultured HepG2 cells with lactate in the absence or presence of FX11. FX11 inhibits the activity of lactate dehydrogenase (LDH), thereby blocking the interconversion of lactate and pyruvate (20). Treating HepG2 cells with lactate significantly increased lipid accumulation and ATP content. Both responses were prevented when cells were pretreated with FX11 to inhibit intracellular conversion of lactate into pyruvate (Fig. 4D). Similar results were obtained when another hepatoma cell line, Huh7.5, was cocultured with liver myofibroblasts or treated directly with lactate (Supplementary Fig. S4), providing reassurance that the findings were not restricted to a single liver cancer cell line.

Figure 4.

Lactate generated by glycolytic myofibroblasts fuels lipogenesis in HepG2 cells. A, Oil Red O (ORO) staining of HepG2 cells grown alone or cocultured in Transwells with myofibroblasts and quantified by morphometry. Intracellular ATP (B) and MCT1, PPARγ, and PDK1 (C) mRNA levels in HepG2 cells cultured alone or in Transwells with myofibroblasts. D, change in Oil Red O staining and ATP in HepG2s after treatment with 40 mmol/L lactate or FX11. Mean ± SEM data from triplicate experiments are graphed. *, P < 0.05 versus respective control.

Figure 4.

Lactate generated by glycolytic myofibroblasts fuels lipogenesis in HepG2 cells. A, Oil Red O (ORO) staining of HepG2 cells grown alone or cocultured in Transwells with myofibroblasts and quantified by morphometry. Intracellular ATP (B) and MCT1, PPARγ, and PDK1 (C) mRNA levels in HepG2 cells cultured alone or in Transwells with myofibroblasts. D, change in Oil Red O staining and ATP in HepG2s after treatment with 40 mmol/L lactate or FX11. Mean ± SEM data from triplicate experiments are graphed. *, P < 0.05 versus respective control.

Close modal

The aggregate data, therefore, support a model whereby malignant hepatocytes generate Hh ligands to orchestrate the construction of an Hh-responsive stroma that nurtures further growth of the malignant epithelia. The cancer-associated process resembles epithelial–stromal interactions that are triggered by injury to nonmalignant liver epithelial cells. When damaged, such cells begin to produce Hh ligands that also act in a paracrine fashion to promote accumulation of Hh-dependent myofibroblasts (5). In nontumorous cirrhotic livers, myofibroblasts are a major source of fibrous matrix but also produce various factors that promote the survival of residual liver epithelial cells (4). Here, we identify end products of Hh-dependent changes in myofibroblasts' metabolism as novel trophic factors for malignant hepatocytes by showing that Hh signaling in myofibroblasts stimulates glycolysis and that malignant hepatocytes use myofibroblast-derived lactate to generate ATP and fuel lipogenesis (Supplementary Fig. S5). Evidence that the lactate-induced responses are blocked by treating malignant hepatocytes with an inhibitor of LDH suggests that the improved epithelial energy balance occurs because malignant hepatocytes convert the assimilated lactate into pyruvate, which is then shunted into the TCA cycle to increase mitochondrial ATP production. In HCCs, therefore, increased aerobic glycolytic activity (i.e., the Warburg effect) is an end result of collaborations between malignant hepatocytes and glycolytic myofibroblasts in the tumor-associated stroma. Via this process, the malignant hepatocytes reap the benefits of the excess lactate generated by glycolysis without becoming glycolytic themselves, thereby fully retaining the capacity for oxidative phosphorylation and efficient ATP synthesis. Although this concept is contrary to conventional dogma, which localizes the Warburg effect to the malignant cells themselves (15), it is consistent with other recent reports of lactate production by stroma in breast cancer (21) and raises the intriguing possibility that Hh-mediated switches in stromal cell metabolism also occur in cancers other than HCCs. In any case, evidence for increased glycolytic activity in tumor-associated myofibroblasts has important diagnostic and therapeutic implications. It suggests that positron emission tomographic (PET) scans might be deployed to identify HCCs that are particularly enriched with glycolytic stroma. The latter information might facilitate HCC detection and could also have prognostic significance because highly glycolytic tumors tend to have more aggressive biology (22). Knowing which HCCs are most enriched with glycolytic stroma would also justify, and help to refine, novel treatment approaches for HCCs, supporting consideration of Hh inhibitors, LDH antagonists, and glycolysis inhibitors, as potential therapies for some patients with this life-threatening disease.

S.S. Choi is a consultant/advisory board member of Onyx Pharmaceutical. No potential conflicts of interest were disclosed by the other authors.

Conception and design: I.S. Chan, C.D. Guy, Y. Chen, B.R. Anderson, S.S. Choi, A.M. Diehl

Development of methodology: I.S. Chan, C.D. Guy, Y. Chen, M. Swiderska, G. Karaca, G. Xie, B.R. Anderson, S.S. Choi, A.M. Diehl

Acquisition of data (provided animals, acquired and managed patients, provided facilities, etc.): I.S. Chan, C.D. Guy, J. Lu, G.A. Michelotti, L. Krüger, W.-K. Syn, T.A. Pereira, A.M. Diehl

Analysis and interpretation of data (e.g., statistical analysis, biostatistics, computational analysis): I.S. Chan, C.D. Guy, Y. Chen, W.-K. Syn, T.A. Pereira, S.S. Choi, A.M. Diehl

Writing, review, and/or revision of the manuscript: I.S. Chan, G.A. Michelotti, B.R. Anderson, S.S. Choi, A.S. Baldwin, A.M. Diehl

Administrative, technical, or material support (i.e., reporting or organizing data, constructing databases): I.S. Chan, L. Krüger, S.S. Choi, A.M. Diehl

Study supervision: I.S. Chan, S.S. Choi, A.S. Baldwin, A.M. Diehl

This work is supported in part by R01-DK-053792 and R01-DK-077794 (A.M. Diehl).

1.
Forner
A
,
Llovet
JM
,
Bruix
J
. 
Hepatocellular carcinoma
.
Lancet
2012
;
379
:
1245
55
.
2.
Ye
SL
,
Takayama
T
,
Geschwind
J
,
Marrero
JA
,
Bronowicki
JP
. 
Current approaches to the treatment of early hepatocellular carcinoma
.
Oncologist
2010
;
15
Suppl 4
:
34
41
.
3.
Jou
J
,
Diehl
AM
. 
Epithelial-mesenchymal transitions and hepatocarcinogenesis
.
J Clin Invest
2010
;
120
:
1031
4
.
4.
Friedman
SL
. 
Hepatic stellate cells: protean, multifunctional, and enigmatic cells of the liver
.
Physiol Rev
2008
;
88
:
125
72
.
5.
Omenetti
A
,
Choi
S
,
Michelotti
G
,
Diehl
AM
. 
Hedgehog signaling in the liver
.
J Hepatol
2011
;
54
:
366
73
.
6.
Jung
Y
,
Witek
RP
,
Syn
WK
,
Choi
SS
,
Omenetti
A
,
Premont
R
, et al
Signals from dying hepatocytes trigger growth of liver progenitors
.
Gut
2010
;
59
:
655
65
.
7.
Rangwala
F
,
Guy
CD
,
Lu
J
,
Suzuki
A
,
Burchette
JL
,
Abdelmalek
MF
, et al
Increased production of sonic hedgehog by ballooned hepatocytes
.
J Pathol
2011
;
224
:
401
10
.
8.
Choi
SS
,
Omenetti
A
,
Witek
RP
,
Moylan
CA
,
Syn
WK
,
Jung
Y
, et al
Hedgehog pathway activation and epithelial-to-mesenchymal transitions during myofibroblastic transformation of rat hepatic cells in culture and cirrhosis
.
Am J Physiol Gastrointest Liver Physiol
2009
;
297
:
G1093
106
.
9.
Olive
KP
,
Jacobetz
MA
,
Davidson
CJ
,
Gopinathan
A
,
McIntyre
D
,
Honess
D
, et al
Inhibition of Hedgehog signaling enhances delivery of chemotherapy in a mouse model of pancreatic cancer
.
Science
2009
;
324
:
1457
61
.
10.
Gipp
J
,
Gu
G
,
Crylen
C
,
Kasper
S
,
Bushman
W
. 
Hedgehog pathway activity in the LADY prostate tumor model
.
Mol Cancer
2007
;
6
:
19
.
11.
Sicklick
JK
,
Li
YX
,
Jayaraman
A
,
Kannangai
R
,
Qi
Y
,
Vivekanandan
P
, et al
Dysregulation of the Hedgehog pathway in human hepatocarcinogenesis
.
Carcinogenesis
2006
;
27
:
748
57
.
12.
Philips
GM
,
Chan
IS
,
Swiderska
M
,
Schroder
VT
,
Guy
C
,
Karaca
GF
, et al
Hedgehog signaling antagonist promotes regression of both liver fibrosis and hepatocellular carcinoma in a murine model of primary liver cancer
.
PLoS One
2011
;
6
:
e23943
.
13.
Kitamura
K
,
Hatano
E
,
Higashi
T
,
Narita
M
,
Seo
S
,
Nakamoto
Y
, et al
Proliferative activity in hepatocellular carcinoma is closely correlated with glucose metabolism but not angiogenesis
.
J Hepatol
2011
;
55
:
846
57
.
14.
Greenwel
P
,
Schwartz
M
,
Rosas
M
,
Peyrol
S
,
Grimaud
JA
,
Rojkind
M
. 
Characterization of fat-storing cell lines derived from normal and CCl4-cirrhotic livers. Differences in the production of interleukin-6
.
Lab Invest
1991
;
65
:
644
53
.
15.
Christofk
HR
,
Vander
Heiden MG
,
Harris
MH
,
Ramanathan
A
,
Gerszten
RE
,
Wei
R
, et al
The M2 splice isoform of pyruvate kinase is important for cancer metabolism and tumour growth
.
Nature
2008
;
452
:
230
3
.
16.
Katzenellenbogen
M
,
Pappo
O
,
Barash
H
,
Klopstock
N
,
Mizrahi
L
,
Olam
D
, et al
Multiple adaptive mechanisms to chronic liver disease revealed at early stages of liver carcinogenesis in the Mdr2-knockout mice
.
Cancer Res
2006
;
66
:
4001
10
.
17.
Halestrap
AP
,
Price
NT
. 
The proton-linked monocarboxylate transporter (MCT) family: structure, function and regulation
.
Biochem J
1999
;
343
Pt 2
:
281
99
.
18.
Berman
DM
,
Karhadkar
SS
,
Maitra
A
,
Montes De Oca
R
,
Gerstenblith
MR
,
Briggs
K
, et al
Widespread requirement for Hedgehog ligand stimulation in growth of digestive tract tumours
.
Nature
2003
;
425
:
846
51
.
19.
Yauch
RL
,
Gould
SE
,
Scales
SJ
,
Tang
T
,
Tian
H
,
Ahn
CP
, et al
A paracrine requirement for hedgehog signalling in cancer
.
Nature
2008
;
455
:
406
10
.
20.
Le
A
,
Cooper
CR
,
Gouw
AM
,
Dinavahi
R
,
Maitra
A
,
Deck
LM
, et al
Inhibition of lactate dehydrogenase A induces oxidative stress and inhibits tumor progression
.
Proc Natl Acad Sci U S A
2010
;
107
:
2037
42
.
21.
Bonuccelli
G
,
Tsirigos
A
,
Whitaker-Menezes
D
,
Pavlides
S
,
Pestell
RG
,
Chiavarina
B
, et al
Ketones and lactate “fuel” tumor growth and metastasis: evidence that epithelial cancer cells use oxidative mitochondrial metabolism
.
Cell Cycle
2010
;
9
:
3506
14
.
22.
Yeluri
S
,
Madhok
B
,
Prasad
KR
,
Quirke
P
,
Jayne
DG
. 
Cancer's craving for sugar: an opportunity for clinical exploitation
.
J Cancer Res Clin Oncol
2009
;
135
:
867
77
.