Abstract
Objective
Receptor-interacting protein kinase 3 (RIPK3) is a key player in necroptosis execution and an emerging metabolic regulator, whose contribution to non-alcoholic fatty liver disease (NAFLD) is controversial. We aimed to clarify the impact of RIPK3 signalling in the pathogenesis of human and experimental NAFLD.
Design
RIPK3 levels were evaluated in two large independent cohorts of patients with biopsy proven NAFLD diagnosis and correlated with clinical and biochemical parameters. Wild-type (WT) or Ripk3-deficient (Ripk3 −/−) mice were fed a choline-deficient L-amino acid-defined diet (CDAA) or an isocaloric control diet for 32 and 66 weeks.
Results
RIPK3 increased in patients with non-alcoholic steatohepatitis (NASH) in both cohorts, correlating with hepatic inflammation and fibrosis. Accordingly, Ripk3 deficiency ameliorated CDAA-induced inflammation and fibrosis in mice at both 32 and 66 weeks. WT mice on the CDAA diet for 66 weeks developed preneoplastic nodules and displayed increased hepatocellular proliferation, which were reduced in Ripk3 −/− mice. Furthermore, Ripk3 deficiency hampered tumourigenesis. Intriguingly, Ripk3 −/− mice displayed increased body weight gain, while lipidomics showed that deletion of Ripk3 shifted hepatic lipid profiles. Peroxisome proliferator-activated receptor γ (PPARγ) was increased in Ripk3 −/− mice and negatively correlated with hepatic RIPK3 in patients with NAFLD. Mechanistic studies established a functional link between RIPK3 and PPARγ in controlling fat deposition and fibrosis.
Conclusion
Hepatic RIPK3 correlates with NAFLD severity in humans and mice, playing a key role in managing liver metabolism, damage, inflammation, fibrosis and carcinogenesis. Targeting RIPK3 and its intricate signalling arises as a novel promising approach to treat NASH and arrest disease progression.
Keywords: cell death, chronic liver disease, lipid metabolism, molecular carcinogenesis, nonalcoholic steatohepatitis
Significance of this study.
What is already known on this subject?
Non-alcoholic steatohepatitis is already a relevant aetiology of cancer-related liver transplantation and the non-alcoholic fatty liver disease (NAFLD) mortality is alarmingly increasing.
Receptor-interacting protein kinase 3 (RIPK3)-dependent necroptosis is activated in the liver of patients with NAFLD, but its specific contribution to disease pathogenesis remains controversial.
Besides its well-established role in necroptosis execution, RIPK3-dependent signalling is arising as key player in metabolic reprogramming.
What are the new findings?
Hepatic RIPK3 levels positively correlate with NAFLD severity in humans, emphasising the role of RIPK3 signalling in regulating NAFLD progression.
RIPK3 deficiency ameliorates disease severity induced by mid-term and long-term choline-deficient L-amino acid-defined diet diet.
RIPK3 deficiency dampens signalling pathways involved in tumourigenesis.
RIPK3 differentially controls liver steatosis versus inflammation during hypercaloric diet feeding.
Deletion of RIPK3 impacts on hepatic lipidome and upregulates peroxisome proliferator-activated receptor γ.
How might it impact on clinical practice in the foreseeable future?
These results unveil a novel metabolic role of RIPK3, whose targeting might arrest NAFLD progression towards hepatocellular carcinoma.
Introduction
Non-alcoholic fatty liver disease (NAFLD) is the most common chronic liver disease in Western countries and its prevalence and incidence is increasing due to its strong association with obesity and metabolic syndrome, and the lack of pharmacological therapies.1 NAFLD encompasses a spectrum ranging from hepatic steatosis to non-alcoholic steatohepatitis (NASH), ultimately leading to liver cirrhosis and/or cancer.2 In turn, liver cancer displays a high mortality rate, ranking as the sixth most common cancer and the fourth most deadly worldwide.3 In the USA, NASH is already the second leading aetiology of cancer-related liver transplantation4 5 and the NAFLD mortality is predicted to increase by 178% between 2015 and 2030.6
Hepatocellular carcinoma (HCC), the most common primary liver cancer, arises almost exclusively in the setting of chronic hepatic inflammation and fibrosis. In turn, cell death represents a dominant trigger of inflammation and fibrosis, thus contributing to multiple hallmark features of cancer.7 In addition, chronic cell death in non-transformed hepatocytes increases cell turnover and selects for clones better adapted to survive and proliferate, thus driving tumour development.8 Still, knowledge on the association between liver cancer and chronic cell death and inflammation has not yet identified pharmacological targets that could alter the progression of chronic liver disease towards fibrosis and cancer.
Necroptosis represents a regulated necrotic cell death pathway activated downstream of death receptor stimulation and dependent on receptor-interacting protein kinase 3 (RIPK3) activity. On activation, RIPK3 phosphorylates mixed lineage kinase domain-like protein (MLKL), which plays a critical, non-redundant role in executing necroptosis.9 10 Necroptosis is highly immunogenic and, when sustained, may contribute to chronic inflammation and carcinogenesis.11 In addition, emerging evidence suggests that necroptosis-associated signalling could play a role in metabolic reprograming, including lipid metabolism and mitochondrial respiration,12–15 which are key for progression of chronic liver disease and carcinogenesis.
We and others have shown that RIPK3-dependent hepatocyte necroptosis is activated in patients with NAFLD and experimental NASH,16–18 but the specific contribution of RIPK3-dependent signalling in NAFLD pathogenesis remains controversial. For instance, activation of necroptosis was shown to contribute to liver damage, fibrosis, oxidative stress and inflammation in methionine-deficient and choline-deficient diet-induced NASH in mice,16 17 while in high-fat diet (HFD) RIPK3 deficiency exacerbates liver steatosis and inflammation, as well as circulating insulin/glucose levels induced.18 19 Similarly, RIPK3 was suggested to inhibit hepatocarcinogenesis in a genetic model of chronic hepatic inflammation,20 while necroptosis-associated hepatic cytokine microenvironment impinges on epigenetics triggering cholangiocarcinoma development from ontogenically transformed hepatocytes.11 In this study, we dissected the impact of RIPK3 signalling in lipid metabolism, steatosis, inflammation, fibrosis and carcinogenesis associated with NAFLD, by using human samples, mechanistic in vitro studies and an experimental model that recapitulates a broad spectrum of NAFLD and its sequel to HCC. We show that hepatic RIPK3 levels correlate with NAFLD severity in large independent human cohorts, emphasising the role of RIPK3-signalling in regulating NAFLD progression. Furthermore, RIPK3 differentially controls steatosis versus inflammation in choline-deficient L-amino acid-defined (CDAA)-fed mice, likely through peroxisome proliferator-activated receptor γ (PPARγ) modulation, suggesting that these events are dissociated in NAFLD progression to HCC.
Materials and methods
Additional materials and methods are included in online supplemental information.
gutjnl-2020-321767supp001.pdf (15.9MB, pdf)
Patient cohorts
NAFLD liver specimens were prospectively and sequentially collected from two independent cohorts of patients with biopsy-proven diagnosis of NAFLD (cohort A: n=71; cohort B: n=146). See online supplemental materials and methods for details.
Animals and diets
Male C57BL/6 mice aged 7–8 weeks wild-type (WT) or Ripk3-deficient mice (Ripk3−/ −)21 from the same genetic background were fed either a choline-deficient L-amino acid-defined (CDAA) diet (Envigo, Madison, USA) or a control choline-sufficient L-amino acid-defined (CSAA) diet for 32 or 66 weeks, and histopathology, serum analysis, glucose tolerance tests, liver lipidomics and gene expression analysis were performed as described in online supplemental materials and methods.
Quantitative RT-PCR
Total RNA was purified from frozen human liver tissue and extracted from animal liver and epididymal white adipose samples using the TRIzol reagent (ThermoFisher, Waltham, Massachusetts, USA). The mRNA level of human selected genes was normalised for the level of glyceraldehyde-3-phosphate dehydrogenase (GAPDH). In turn, relative amounts of selected mouse genes were calculated based on the standard curve normalised to the level of hypoxanthine phosphoribosyltransferase (Hrpt) and expressed as fold change from CSAA WT mice at each respective time-point, except for the microarray validation where β-actin was used as reference gene and results expressed as fold change from non-tumorous (NT) tissue of CDAA WT mice. See online supplemental materials and methods for details.
Mouse liver cancer genes array
Differential gene expression in NT tissue from CDAA-fed WT mice versus NT from CDAA-fed Ripk3−/ − mice or tissue enriched in preneoplastic nodules from CDAA-fed WT or Ripk3−/ − mice was evaluated using a RT² Profiler Mouse Liver Cancer PCR Array (PAMM-133Z, Qiagen, Maryland, USA) according to the manufacturer’s instructions and as described in online supplemental materials and methods.
Cell culture and immunoblotting
Total protein extraction and immunoblotting were performed as previously described.22 Immunoblotting and cell culture and treatments are detailed in online supplemental materials and methods.
Statistical analysis
Regular statistical analysis was performed with GraphPad Prism 7 software (GraphPad Software, San Diego, California, USA). The Shapiro-Wilk test was used for testing the normality of data. Student’s t-test was applied when two groups were analysed. According to normality of values distribution, analysis of variance followed by Tukey’s multiple comparison or Krustal-Wallis followed by Dunn’s multiple comparison test were performed if three or more groups were compared. Association between two variables was assessed by Pearson’s or Spearman’s correlation coefficient for normally and non-normally distributed data, respectively. Values of p<0.05 were considered statistically significant.
Results
Hepatic RIPK3 levels are increased in patients with NASH and correlate with disease severity
RIPK3 levels were evaluated in two large independent cohorts of patients, with clinical and biopsy-proven diagnosis of NAFLD and correlated with clinical and biochemical parameters.
In cohort A, similar to data already reported for RIPK1 and MLKL,13 serum RIPK3 protein levels were significantly increased in patients with active disease (histological activity score ≥2 vs <2) (figure 1A), likely mirroring necro-inflammatory activity. Hepatic RIPK3 mRNA levels were also increased in patients with NAFLD, while the expression of other mediators of necroptosis and apoptosis were not altered between control, non-alcoholic fatty liver and NASH (figure 1B). Accordingly, hepatic RIPK3 mRNA levels positively correlated with the expression of several pro-inflammatory markers increased in the liver of patients with NASH (online supplemental figure S1A), namely tumour necrosis factor (TNF), interleukin-1β (IL-1β), NACHT, LRR and PYD domains-containing protein 3 (NLRP3), cluster of differentiation (CD)38 and CD68 (figure 1C, online supplemental table S1). In contrast, no correlation was found between RIPK3 expression and arginase-1 mRNA levels, a marker of anti-inflammatory macrophages (online supplemental table S1). Increased RIPK3 expression in patients with NAFLD further correlated with collagen1α1 (COL1α1) and transforming growth factor (TGF-β), as well as necroptosis-related factors MLKL and RIPK1 (figure 1C, online supplemental table S1). Noteworthy, RIPK3 expression was also positively correlated with caspase-1 and NLRP3 gene expression in the liver, but not with caspase-3 mRNA levels (online supplemental table S1), suggesting that RIPK3 is linked to inflammasome activation in NASH.
In cohort B, hepatic RIPK3 protein levels were increased in hepatocytes of patients with higher NAFLD activity score (NAS) and fibrosis scores (figure 1D, online supplemental figure S1B). Accordingly, RIPK3 positively and negatively correlated with circulating ferritin and platelet levels, respectively (online supplemental table S1), independent predictors of advanced fibrosis in NAFLD.23 24 In addition, hepatic RIPK3 positively correlated with circulating markers of liver injury before and 1 year after bariatric surgery (figure 1E). Interestingly, male patients with NAFLD (online supplemental figure S1C) and carriers of the rs738409 GG genotype in patatin-like phosphate domain-containing protein 3 (PNPLA3) presented significantly higher hepatic RIPK3 levels compared with controls (figure 1D). In turn, no association was found between RIPK3 and the transmembrane 6 superfamily member 2 nor the membrane bound O-acyltransferase domain-containing 7 (data not shown). Finally, although NAFLD is strongly linked with metabolic syndrome, RIPK3 levels were not associated with diabetes mellitus (online supplemental figure S1D), arterial hypertension or dyslipidaemia (data not shown), neither correlated with circulating levels of lipids or glucose (online supplemental table S1).
Overall, the analysis of a large number of patients with NAFLD shows that hepatic RIPK3 mRNA and protein levels are increased in advanced disease, correlating with NASH development, liver damage, fibrosis and inflammation.
RIPK3 deficiency ameliorates hepatic inflammation and fibrosis in CDAA diet-induced experimental NASH
Our data in human NAFLD cohorts strongly hinted that RIPK3-dependent signalling is involved in disease pathogenesis. To further dissect its contribution, we used a choline-deficient L-amino acid-defined (CDAA) diet model, mimicking both histological and pathophysiological features of NAFLD.25 26 An isocaloric choline-sufficient L-amino acid-defined (CSAA) diet was used as control.
Ripk3 −/− mice aged 7–8 weeks displayed increased body weight gain over time compared with WT mice on both diets (figure 2A). Total food intake was similar between experimental groups (online supplemental figure 2A). Although the relative increase in the liver-to-body weight ratio induced by the CDAA diet was similar between WT and Ripk3 −/− mice, CSAA-fed Ripk3 −/− mice exhibited hepatomegaly compared with CSAA-fed WT mice at 32 weeks (figure 2B). Furthermore, hepatic triglycerides (TG) and free fatty acids (FFA) were augmented in the liver of CDAA-fed animals, while FFA were also increased in CSAA-fed Ripk3 −/− mice (online supplemental figure S2B). Accordingly, the steatosis score was augmented in Ripk3 −/− mice compared with WT mice under the CSAA diet, without any histological evidence of inflammatory cell infiltration or hepatocyte injury (figure 2C, table 1). Intriguingly, serum FFA increased in CDAA-fed mice irrespective of genotype, while elevated TG were only found in Ripk3 −/− mice, irrespective of diet (online supplemental figure S2B). Despite the lack of impact of Ripk3 deletion on CDAA-induced circulating levels of liver enzymes (data not shown), Ripk3 deficiency decreased the grade of inflammatory cell infiltration induced by the CDAA diet at 32 weeks (figure 2C, table 1), as well as hepatic F4/80-positive cells and mRNA (figure 2D), and expression of pro-inflammatory markers Tnf-α, toll-like receptor 4 (Tlr4), Nlrp3 and cyclooxygenase 2 (Cox-2) (figure 2E). Furthermore, although hepatic fibrosis was mild at 32 weeks (figure 2F, table 1), hydroxyproline quantification showed less hepatic collagen content in CDAA Ripk3 −/− mice compared with WT mice (figure 2G).
Table 1.
Variable | 32 weeks | 66 weeks | ||||||
CSAA | CDAA | CSAA | CDAA | |||||
WT | Ripk3−/− | WT | Ripk3−/− | WT | Ripk3−/− | WT | Ripk3−/− | |
Steatosis (0–3) |
0±0 | 1.7±0.§ | 3±0* | 3±0* | 1.3±0.7 | 3±0§ | 2.8±0.3§ | 3±0§ |
Inflammation (0–3) |
0±0 | 0.3±0.3 | 2±0* | 1±0.3§† | 0±0 | 0±0 | 2.3±0.5* | 0.8±0.3† |
Ballooning (0–2) |
0±0 | 0±0 | 1±0* | 1±0* | 0±0 | 0.3±0.3 | 1±0* | 1±0* |
NAS (0–8) |
0±0 | 2±0.6 | 6±0* | 5.3±0.3* | 1.3±0.7 | 3.3±0.3 | 6.5±0.4* | 4.7±0.3*† |
Fibrosis (0–4) |
0±0 | 0±0 | 1±0* | 1±0* | 0±0 | 0.3±0.3 | 2±0* | 1±0*† |
Values are mean±SEM of four individual mice.
§P<0.05 from CSAA diet WT mice at respective time-point.
*P<0.01 from CSAA diet WT mice at respective time-point.
†P<0.05 from CDAA diet WT mice at respective time-point.
CDAA, choline-deficient L-amino acid; CSAA, choline-sufficient L-amino acid; NAS, NAFLD activity score; WT, wild-type.
Finally, similar to patients with NAFLD, liver RIPK3 levels were increased in WT mice fed the CDAA diet for 32 weeks, compared with the CSAA diet. MLKL phosphorylation was similarly increased but prevented by Ripk3 deletion (figure 2G). Altogether, targeting RIPK3 may halt NAFLD progression, at least in part, by preventing necro-inflammation associated with necroptotic cell death.
Absence of RIPK3 ameliorates disease severity induced by long-term CDAA feeding
Mice fed the CDAA diet for 66 weeks were used to evaluate the functional role of RIPK3-dependent signalling in NAFLD progression towards HCC. Much like at 32 weeks, Ripk3 deficiency ameliorated the grade of inflammation but not liver-to-body weight ratio nor steatosis at 66 weeks (figure 3A, B, table 1, online supplemental figure S2B). In agreement with the reduction of inflammatory cell infiltration, F4/80 protein and mRNA levels (figure 3C) and expression of pro-inflammatory mediators Tnf-α, Tlr4, Nlpr3 and Cox-2 were also decreased in CDAA-fed Ripk3 −/− mice, compared with WT mice (figure 3D). Furthermore, the NAS score was significantly lower in Ripk3 −/− than in WT mice, with Ripk3 −/− mice exhibiting only borderline NASH (NAS<5) (table 1). Histological examination also showed that CDAA diet promoted progressive pericellular and periportal hepatic fibrosis in WT mice, while Ripk3 deficiency significantly prevented the development of fibrosis in periportal spaces (figure 3E, table 1). Other histopathological abnormalities commonly observed in NASH, such as Mallory-Denk bodies and ceroid-laden macrophages, were also detected in liver sections of WT mice fed the CDAA-fed mice, and decreased in CDAA Ripk3 −/− mice (figure 3B, online supplemental figure S2C).
After 66 weeks of CDAA feeding, all mice developed macroscopic preneoplastic nodules (figure 3F), at a multiplicity of 5.2±2.1 in WT and 3.9±0.8 in Ripk3 −/− mice. In addition, one of seven mice in each WT and Ripk3 −/− CDAA diet groups developed HCC (online supplemental figure S3A). Histological analysis of HCC tumours revealed a trabecular growth pattern and cytoplasmic inclusions (online supplemental figure S3B). Livers from CSAA diet-fed mice lacked tumours. Of note, Ripk3 deficiency significantly reduced CDAA-induced hepatocyte proliferation in Ki67 immunohistochemistry (figure 3G). The reduction in the tumour burden provided by Ripk3 deletion was corroborated in established liver tumourigenesis induced by the chemical carcinogen diethylnitrosamine (DEN) (online supplemental figure S3C).
Importantly, in contrast with the 32 weeks time-point, CDAA feeding for 66 weeks reduced hepatic necroptosis, as seen by the significant downregulation of RIPK3 expression and MLKL phosphorylation in WT mice (figure 3H), suggesting that long-term CDAA feeding results in liver resistance to regulated cell death, contrasting with the active role of necroptosis in the pathogenesis of NAFLD.16 17
RIPK3 deficiency dampens signalling pathways involved in tumour development
For an unbiased analysis of liver carcinogenesis, we performed a comparative PCR array analysis of 84 genes associated with liver cancer progression in normal liver tissue (NT) or hepatic preneoplastic macroscopic nodules from WT and Ripk3 −/− mice fed a CDAA diet for 66 weeks. The heatmap of differentially expressed genes showed a distinct transcriptional profile between WT liver nodules and WT or Ripk3 −/− NT or Ripk3 −/− nodules (figure 4A, B, online supplemental table S4), corroborated by independent quantitative RT-PCR validation on randomly selected genes (Akt, Cdkn1a, Rac1 and Rhoa) (online supplemental figure S3D). Pathway enrichment analysis indicated that genes associated with cancer, Wnt signalling pathways and oncogenes were upregulated in nodules of CDAA-fed WT mice, comparing with Ripk3 −/− nodules (figure 4C). Indeed, the protein levels of the oncogene β-catenin (Ctnnb1) were only upregulated in WT nodules (figure 4D).
Gene Ontology process enrichment suggested that the absence of RIPK3 decreased cell proliferation and increased apoptosis in preneoplastic nodules (figure 4C). Indeed, caspase-3/caspase-7 activity was decreased in preneoplastic nodules-enriched samples from WT mice compared with nodules from Ripk3 −/− mice; caspase-3/caspase-7 activity was unaffected by CDAA feeding in Ripk3 −/− mice (figure 4E). Furthermore, in CDAA-fed WT mice, cyclin D1 (Ccnd1) expression increased in nodules comparing with NT, while p53 (Tp53) and p21 (Cdkn1a) expressions were decreased. Strikingly, p21 was strongly increased in the liver of Ripk3 −/− mice irrespective of the diet, while p53 and cyclin D1 expression in preneoplastic nodules was restored to basal levels by Ripk3 deficiency (figure 4D). Still, cellular senescence hallmarks such as β-galactosidase-positive cells and p16 expression were not differentially modulated in Ripk3 −/− livers compared with WT mice (online supplemental figure 3E, F). α-Fetoprotein (AFP) was also increased in both NT and preneoplastic nodules of CDAA-fed WT mice, but not in liver of Ripk3 −/− mice (figure 5A). Protein levels of additional stemness-associated markers, including Nanog and aldehyde dehydrogenase 1/2 (ALDH), were only upregulated in preneoplastic lesions of WT mice. Importantly, DNA damage sensor γH2AX expression was uniquely increased in preneoplastic lesions of WT nodules (figure 5A), whereas Ripk3 deficiency also abrogated CDAA-induced reactive oxygen species in the liver of mice fed a CDAA diet for 66 weeks (figure 5B). We have previously shown that absence of Ripk3 attenuates oxidative stress in experimental NASH.16 Strikingly, the hepatic expression of α-smooth muscle actin, macrophage inflammatory protein 2 and vimentin, markers of epithelial-mesenchymal transition implicated in liver tumourigenesis and angiogenesis,27 were markedly increased in WT preneoplastic nodules, while the absence of Ripk3 prevented its upregulation in nodular lesions (figure 5C–D). Finally, CDAA-induced p38 phosphorylation in preneoplastic nodules was abrogated by Ripk3 deficiency (figure 5D) in agreement with reports that RIPK3 promotes vascular permeability through necroptotic-independent activation of p38.28 Taken together, these findings suggest that the absence of Ripk3 dampens signalling pathways implicated in transformation of dysplastic hepatocytes and aggressiveness of tumours.
Deletion of RIPK3 impacts on hepatic lipidome and upregulates PPARγ
Because alterations in liver fat accumulation and body weight were observed in Ripk3 −/− mice, we next analysed the mouse hepatic lipidome at 32 weeks, the time-point where increased RIPK3 levels were observed in CDAA-fed WT mice. Univariate analysis and non-supervised principal components analysis of the lipidomics data evidenced the existence of metabolic clusters associated with diet and mice genotype (figure 6A, online supplemental figure S4A). In particular, Ripk3 deficiency decreased levels of diglycerides (DG) and TG with longer acyl chains and high number of double bonds (figure 6B, C, online supplemental figure S4B). Furthermore, monounsaturated FA (MUFA) and polyunsaturated (PUFA)/saturated FA (SFA) or MUFA/PUFA ratios were decreased in CDAA-fed WT mice, but increased in CDAA Ripk3 −/− versus CDAA WT mice (table 2). Ripk3 deletion associated with increased FA 16:1n-7/16:0 and FA 18:1n-9/18:0 ratios, irrespective of the diet (table 2), indicating increased stearoyl-CoA desaturase (SCD) activity in Ripk3 −/− mice. Similarly, fatty acid desaturases appear to be modulated in Ripk3 −/− mice fed the CDAA diet, as evidenced by the change in FA 18:3n-6/18:2n-6, 20:4n-3/20:3n-3 and 20:5n-3/20:4n-3 ratios (table 2). In line with increased liver fat accumulation in CSAA Ripk3 −/− mice, the FA 16:0/18:2n-6 ratio, surrogate of lipogenic index, and fatty acid synthase (Fasn) and acetyl-CoA carboxylase mRNA levels were also increased (table 2, online supplemental figure S4C). Conversely, FA 22:5n-3/20:5n-3 and FA 18:0/16:0 ratios, indicative of elongation of very long chain fatty acid protein (ELOVL2/5) and ELOVL6 activities, respectively, were not affected by Ripk3−/ − deficiency. Of note, very long chain fatty acids have been functionally implicated in necroptosis14 15; here, we show that Ripk3 deficiency could increase the expression of the first committed enzymes in the de novo lipogenesis pathway, but species with long acyl chains were even decreased in Ripk3−/ − mice. In addition, very long-chain specific acyl-CoA dehydrogenase and medium-chain-specific acyl-CoA dehydrogenase that catalyse the first step of the mitochondrial fatty acid β-oxidation pathway were increased in CDAA-fed Ripk3−/ − mice compared with WT counterparts. This is in agreement with our previous observations showing that Ripk3 −/− deficiency improves mitochondrial respiratory chain enzymatic complexes activity during CDAA feeding, while inhibition of the downstream target of RIPK3 increased β-oxidation on steatotic stimuli.13 Finally, TG/DG and omega-6/omega-3 ratios, which are increased in human NAFLD,29 were augmented in CDAA-fed WT mice, a phenomenon that was prevented by Ripk3 deletion (table 2). Overall, Ripk3 deletion induced global changes in the hepatic lipidome of mice fed both the CSAA and CDAA diets at 32 weeks, towards a better lipid profile in the context of NASH.
Table 2.
Parameter | CDAA WT vs CSAA WT | CDAA Ripk3−/ − vs CDAA WT | CSAA Ripk3−/ − vs CSAA WT | CDAA Ripk3−/ − vs CSAA Ripk3−/− | ||||
Fold change | P value | Fold change | P value | Fold change | P value | Fold change | P value | |
FA | 1.09 | ns | 1.05 | ns | 0.85 | ns | 1.34 | 0.04 |
SFA | 1.22 | ns | 0.95 | ns | 0.80 | 0.06 | 1.45 | 0.01 |
MUFA | 0.92 | ns | 1.22 | ns | 0.98 | ns | 1.14 | ns |
PUFA | 1.12 | ns | 1.02 | ns | 0.81 | ns | 1.41 | 0.03 |
FA omega-3 | 1.06 | ns | 1.06 | ns | 0.74 | 0.03 | 1.52 | 0.01 |
FA omega-6 | 1.20 | ns | 1.90 | ns | 0.75 | 0.08 | 1.43 | 0.03 |
FA omega-9 | 0.90 | ns | 1.22 | ns | 1.08 | ns | 1.01 | ns |
DG | 1.08 | ns | 1.42 | <0.001 | 1.41 | 0.05 | 1.09 | ns |
Saturated DG | 1.16 | ns | 1.69 | <0.001 | 1.93 | 0.02 | 1.02 | ns |
TG | 1.57 | 0.01 | 1.18 | ns | 1.13 | ns | 1.64 | <0.001 |
Saturated TG | 1.71 | 0.01 | 1.34 | ns | 1.57 | 0.01 | 1.46 | 0.04 |
ChoE | 1.13 | ns | 1.27 | ns | 1.04 | ns | 1.37 | 0.02 |
PC | 0.94 | ns | 0.92 | ns | 0.78 | <0.001 | 1.10 | ns |
PE | 1.42 | 0.01 | 0.91 | ns | 0.80 | <0.001 | 1.62 | 0.001 |
Cer | 1.01 | ns | 1.06 | ns | 0.83 | 0.04 | 1.27 | 0.01 |
SM | 1.06 | ns | 0.96 | ns | 0.73 | 0.001 | 1.39 | <0.001 |
MUFA+PUFA/SFA | 0.86 | 0.04 | 1.14 | 0.03 | 1.08 | ns | 0.91 | ns |
PUFA/MUFA | 1.22 | 0.04 | 0.80 | 0.03 | 0.81 | 0.02 | 1.20 | 0.03 |
Omega-6/omega-3 | 1.19 | 0.04 | 0.81 | 0.03 | 1.03 | ns | 0.94 | ns |
TG/DG | 1.42 | 0.001 | 0.84 | 0.04 | 0.83 | 0.07 | 1.45 | 0.001 |
SM+DG/Cer+PC | 1.12 | 0.01 | 1.19 | 0.001 | 1.21 | 0.01 | 1.10 | ns |
FA 16:0/18:2n-6 | 1.06 | ns | 0.99 | ns | 1.18 | 0.04 | 0.90 | ns |
FA 16:1n-7/16:0 | 0.58 | ns | 2.39 | <0.001 | 1.72 | 0.01 | 0.94 | ns |
FA 18:0/16:0 | 1.14 | ns | 0.78 | ns | 0.97 | ns | 0.92 | ns |
FA 18:1n-9/18:0 | 0.77 | ns | 1.54 | 0.01 | 1.16 | ns | 1.02 | ns |
FA 18:3n-6/18:2n-6 | 1.66 | <0.001 | 0.78 | <0.01 | 1.03 | ns | 1.25 | 0.01 |
FA 20:4n-3/20:3n-3 | 0.69 | 0.001 | 1.50 | <0.001 | 1.01 | ns | 1.02 | ns |
FA 20:5n-3/20:4n-3 | 1.56 | 0.01 | 0.71 | 0.02 | 0.93 | ns | 1.20 | ns |
FA 22:5n-3/20:5n-3 | 1.48 | <0.01 | 0.87 | ns | 1.00 | ns | 1.28 | <0.01 |
Cer, ceramides; ChoE, cholesteryl esters; DG, diglycerides; FA, fatty acids; MUFA, monounsaturated fatty acids; ns, non-significant; PC, phosphatidylcholines; PE, phosphatidylethanolamines; PUFA, polyunsaturated fatty acids; SFA, saturated fatty acids; SM, sphingomyelins; TG, triglycerides.
Since lipid metabolism, including FA desaturation, and insulin/glucose metabolism are closely interrelated,30 we also found that Ripk3 −/− mice displayed increased fasting insulin irrespective of diet (figure 6D), without impacting on glucose tolerance (figure 6E) and even improving hepatic glycogen levels in CDAA-fed mice (figure 6F). Furthermore, serum levels of fibroblast growth factor-21 (FGF-21), a metabolic regulator of glucose and lipid metabolism, increased in Ripk3 −/− mice irrespective of diet (figure 6G).
The phenotypic and metabolic changes found in Ripk3−/ − mice fed either a CSAA or CDAA diet, namely reduced inflammation, less cell proliferation and augmented body weight, hepatic lipid storage, SCD activity and insulin, prompted us to investigate the regulation of PPARγ by RIPK3. We found increased PPARγ protein and mRNA levels in the liver of Ripk3 −/− mice (figure 6H, online supplemental figure S4E). Moreover, in the liver of patients from NAFLD cohort A, PPARγ negatively correlated with RIPK3 (figure 6I). In agreement, on treatment with palmitic acid (PA), Ripk3−/ − primary hepatocytes displayed increased Pparγ promoter activity and mRNA levels compared with WT hepatocytes (online supplemental figure S5A and B). Furthermore, in Ripk3−/ − primary hepatocytes, PA-induced Fasn expression and intracellular fat accumulation as assessed by Nile red fluorometric quantification were, at least in part, PPARγ-dependent (online supplemental figure S5B and C). Knockdown of RIPK3 was also associated with decreased levels of collagen and vimentin in immortalised human hepatic stellate cells LX-2 after TGF-β treatment, while co-silencing of PPARγ abrogated this phenotype (online supplemental figure S5D and E), suggesting that increased PPARγ levels in Ripk3 cells also contributes to impaired fibrosis development.
Also, in line with increased FGF-21 levels, Pparγ mRNA was upregulated in white adipose tissue of CDAA-fed Ripk3 −/− mice, accompanied by increased expression of uncoupling protein 1, a target of PPARγ involved in thermogenesis (online supplemental figure S3E). Circulating levels of leptin, an adipokine that reflects adipose tissue mass, regulates energy homeostasis and whose expression is controlled by PPARγ, diminished on CDAA feeding in WT mice, whereas deletion of Ripk3 −/− raised leptin levels compared with their WT CSAA or CDAA-fed counterparts (online supplemental figure S4G). Conversely, the diet or genotype did not impact on mouse serum adiponectin levels. The white adipose tissue preserved the normal architecture with well-differentiated adipocytes. However, the infiltration of mononuclear inflammatory cells, such as macrophages and occasional lymphocytes, was increased in CSAA-fed Ripk3 −/− mice (online supplemental figure S4H), possibly as a side effect of augmented leptin levels from the baseline.
These results suggest that RIPK3 plays an intricate role in regulating metabolism, likely through PPARγ targeting, in parallel with its role in necroptosis.
Discussion
Despite several ongoing clinical trials, no effective pharmacological approach against NASH-induced fibrosis and HCC has yet been approved, pointing the need for a better understanding of pathogenic mechanisms underpinning NAFLD. The present study provides evidence that RIPK3-dependent necroptosis plays a determinant role in the pathogenesis and progression of NAFLD, facilitating fibrosis development and cancer initiation. We show increased RIPK3 levels in serum and liver of patients with NAFLD that correlate with disease severity, including markers of liver damage, inflammation and fibrosis. Furthermore, liver RIPK3 levels prior to bariatric surgery also positively correlated with increased circulating markers of liver injury 1 year after surgery. Interestingly, hepatic levels of RIPK3 were increased in male patients with NAFLD and carriers of the rs738409 C>G variant in the PNPLA3 gene, well-known risk factors of NAFLD, advanced fibrosis and HCC.3 31 In sum, augmented hepatic RIPK3 levels associate with key genetic and phenotypic determinants of NAFLD progression, emphasising the role of RIPK3-dependent necroptosis in regulating NAFLD pathogenesis.
We show that the association between RIPK3 and inflammation/fibrosis in human NAFLD is back translated in the CDAA murine model. Indeed, our results demonstrate that RIPK3 deficiency prevents hepatic inflammation, while reducing liver fibrosis, in response to CDAA feeding for both 32 and 66 weeks. Most cancers likely result from a cooperation between (micro)environmental factors and genetic somatic mutations, with the link between cancer and inflammation/fibrosis being well established in HCC. Indeed, pro-inflammatory TNF-α has been implicated in tumour growth and poor prognosis of HCC, at least in part, by activating tumour progenitor cells.32 Similarly, COX-2 overexpression in hepatocytes has been shown to induce spontaneous HCC development in mice,33 likely through modulation of progenitor/stem Wnt/β-catenin signalling pathways.34 In this regard, we show that CDAA-fed Ripk3−/ − mice display reduced hepatic expression of Tnf-α and Cox-2, accompanied by decreased protein levels of β-catenin, AFP and other markers of stemness. Our results further demonstrate that long-term CDAA feeding dampens p53-dependent signalling pathway in WT preneoplastic nodules, alongside increased compensatory hepatocyte proliferation, which were restored by Ripk3 deficiency. Taken together, our results suggest that deletion of Ripk3 associates with a better prognosis, at least in part, by reducing the inflammatory milieu that favours survival of dysplastic hepatocytes. Still, the inflammatory role of RIPK3-dependent signalling could play an intricate, cell/context-dependent role in hepatocarcinogenesis in vivo. On one hand, it was recently reported that RIPK3 deficiency exacerbates DEN plus CDAA-induced HCC in mice by promoting an immunosuppressive microenvironment,35 while here we showed that Ripk3−/ − mice were protected from tumour burden induced by both CDAA or DEN. On the other, it was recently shown that the necroptosis-associated hepatic cytokine microenvironment could govern cholangiocarcinoma development from ontogenically transformed hepatocytes.11 However, further studies are needed to corroborate this hypothesis in the context of NAFLD progression towards liver cancer.
Emerging evidence has shown that RIPK3-dependent signalling could also play a pivotal role in metabolic reprograming in vitro,12 14 15 but its contribution to metabolic liver disease remains to be elucidated. Inflammation may sometimes precede steatosis in human NAFLD, while only 10%–20% of patients with simple steatosis advance towards inflammatory and fibrotic stages,36 suggesting that liver steatosis and inflammation constitute independent events. Indeed, although expression of PPARγ in the normal liver is very low, Pparγ deletion in hepatocytes was shown to ameliorate liver steatosis but increase inflammation in mice on HFD‐plus‐binge ethanol.37 Noteworthy, both the CSAA and CDAA diets (~4.4 kcal/g) contain higher calories than a standard chow (~3 kcal/g).38 Thus, our results show that Ripk3−/ − mice under the hypercaloric CSAA diet display increased hepatic lipogenesis and fat accumulation in the absence of liver inflammation, together with increased hepatic expression of PPARγ. Noteworthy, PPARγ agonists, which induce moderate weight gain, are used off-label in patients with NASH39 and may also impact on the hepatic lipidome by inducing SCD1,40 a desaturase implicated in the conversion of SFA to MUFA. Accordingly, Ripk3−/ − mice fed either a CSAA or a CDAA diet were more obese than their WT counterparts, but display augmented MUFA+PUFA/SFA. Thus, our results support that, by upregulating PPARγ, Ripk3 deletion shifts the hepatic lipid profile to buffer the accumulation of detrimental lipid species and could trigger lipoexpediency, a phenomenon in which lipid signals generated by de novo lipogenesis can be directed towards benefit.41 Besides its well-known metabolic and anti-inflammatory effects, PPARγ also displays antiproliferative properties. For instance, PPARγ ligands have been shown to upregulate p21 and reduce cyclin D1 gene expression, inhibiting human lung carcinoma cell growth.42 Of note, in our study, Ripk3−/ − mice at 66 weeks of CDAA feeding show a similar pattern. PPARγ has been suggested to act as a tumour suppressor in HCC,43 whereby its activation could contribute to arrest carcinogenesis in Ripk3−/ − mice-fed a CDAA diet. Finally, in line with the reported antifibrogenic role of PPARγ activation,44 our results suggest that the upregulation of PPARγ in Ripk3-deficient hepatic stellate cells prevented collagen production and, thus, could contribute to impaired fibrosis development in CDAA-fed Ripk3−/ − mice.
In agreement with our results, it was shown that HFD-fed Ripk3−/ − mice also become obese and display increased liver steatosis compared with WT counterparts, and display augmented fasting insulin and glucose levels compared with chow diet-fed Ripk3−/ − mice. In addition, PPARγ and SCD were also upregulated in HFD-fed Ripk3−/ − mice.18 However, in contrast with our results, inflammation and fibrosis were aggravated, likely due to increased apoptosis in the liver and adipose tissue.18 19 The different outcomes of Ripk3 deletion in liver inflammation and fibrosis on different NAFLD models may rely on the specific features of each experimental model; the methionine-deficient and choline-deficient and CDAA diets cause substantial steatosis, inflammation, fibrosis and liver damage, whereas the HFD results solely in mild fibrosis and no liver damage, despite inducing steatosis.45 As such, although liver necroptosis is also activated in response to a HFD,18 its extent and relevance in these conditions is likely minor.
Whether PPARγ-related effects are solely a consequence of the genetic deletion of Ripk3 in mice under a hypercaloric diet, or whether they could also be achieved with the pharmacological inhibition of core components of the necroptotic machinery, including RIPK3, remains unknown. Further insights on possible metabolic events resulting from the pharmacological inhibition of necroptosis should also be provided by the first clinical trials using a small molecule inhibitor of RIPK1 kinase for autoimmune diseases.46
In conclusion, our study provides a comprehensive characterisation of the role of RIPK3-dependent signalling in a stepwise progression of NASH towards HCC, unravelling a paradoxical new role. While RIPK3 deficiency increases obesity, liver fat accumulation and insulin/glucose levels, it also impairs long-term inflammation and signalling pathways implicated in transformation of dysplastic hepatocytes. Thus, RIPK3 plays an intricate role in the interplay between cellular metabolism, cell death and inflammation, whose modulation could offer new venues to arrest NASH progression to HCC.
Acknowledgments
We thank Dr Vishva Dixit, Molecular Oncology Department, Genentech, Inc. (San Fransisco, CA, USA) and Dr Miguel Soares, Instituto Gulbenkian de Ciência (Oeiras, Portugal) for kindly providing WT and Ripk3 − / − from the same genetic background. We also thank Dr Madalena Monteiro, Laboratório de Patologia, Instituto Nacional de Investigação Agrária e Veterinária (Oeiras, Portugal) and Dr Pedro Ruivo, Unidade de Patologia Comparada, Instituto de Medicina Molecular (Lisbon, Portugal) for technical assistance. The authors thank Mediagnost, GmbH (Reutlingen, Germany) for providing leptin and adiponectin ELISA kits and Nina Bierig for technical assistance. Finally, we thank all members of the laboratory for insightful discussions.
Footnotes
Correction notice: This article has been corrected since it published Online First. The names for authors Amine Majdi, Jesus M Banales and Alvaro Santos-Laso have been corrected.
Contributors: MBA performed most of the experiments, analysed and interpreted results, and wrote the manuscript. PMR, ALS and MMG. helped in animal experiments and MM-P in data analysis. EA and CA performed lipidomics. AS, RJ-A, EG, LB, MJP, VR, JG. and JB. provided human samples and clinical data. AM performed experiments with samples of cohort A. JB, VR and JG. provided important intellectual input. REC was involved in planning and organisation of the study. CMPR was the principal investigator of the study responsible for study concept and design. All authors critically revised the manuscript.
Funding: Main funding is provided by FEDER funds through the COMPETE programme and by national funds through Fundação para a Ciência e a Tecnologia to CMPR (grants SAICTPAC/0019/2015 - LISBOA-01–0145-FEDER-016405 and PTDC/MED-FAR/29097/2017 - LISBOA-01-0145-FEDER-029097). Additional funding comes from research grant APEF (Portuguese Association for the Study of Liver)/BAYER 2020 to MBA. JG is funded by the Fondation pour la Recherche Médicale (ARF20170938613), the Institute of Cardiometabolism and Nutrition (PAP17NECJG), the Société Francophone du Diabète (R19114DD) and the Mairie de Paris (Emergences – R18139DD). MBA, PMR, MMP and ALS were investigators or students funded by Fundação para a Ciência e a Tecnologia.
Competing interests: None declared.
Provenance and peer review: Not commissioned; externally peer reviewed.
Supplemental material: This content has been supplied by the author(s). It has not been vetted by BMJ Publishing Group Limited (BMJ) and may not have been peer-reviewed. Any opinions or recommendations discussed are solely those of the author(s) and are not endorsed by BMJ. BMJ disclaims all liability and responsibility arising from any reliance placed on the content. Where the content includes any translated material, BMJ does not warrant the accuracy and reliability of the translations (including but not limited to local regulations, clinical guidelines, terminology, drug names and drug dosages), and is not responsible for any error and/or omissions arising from translation and adaptation or otherwise.
Data availability statement
All data relevant to the study are included in the article or uploaded as supplementary information.
Ethics statements
Patient consent for publication
Not required.
Ethics approval
Human sample collection was performed after patient informed consent and Institutional Review Board approval, in accordance with the Declaration of Helsinki. All animal experiments were carried out with the permission of the local Animal Welfare Organ in accordance with the EU Directive (2010/63/EU), Portuguese laws (DL 113/2013, 2880/2015, 260/2016, and 1/2019) for the use and care of animals in research and all relevant legislations. The experimental protocol was approved by the competent national authority, Direcção Geral de Alimentação e Veterinária, Portugal.
References
- 1. Younossi Z, Anstee QM, Marietti M, et al. Global burden of NAFLD and NASH: trends, predictions, risk factors and prevention. Nat Rev Gastroenterol Hepatol 2018;15:11–20. 10.1038/nrgastro.2017.109 [DOI] [PubMed] [Google Scholar]
- 2. Michelotti GA, Machado MV, Diehl AM. Nafld, NASH and liver cancer. Nat Rev Gastroenterol Hepatol 2013;10:656–65. 10.1038/nrgastro.2013.183 [DOI] [PubMed] [Google Scholar]
- 3. Bray F, Ferlay J, Soerjomataram I, et al. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 2018;68:394–424. 10.3322/caac.21492 [DOI] [PubMed] [Google Scholar]
- 4. Wong RJ, Cheung R, Ahmed A. Nonalcoholic steatohepatitis is the most rapidly growing indication for liver transplantation in patients with hepatocellular carcinoma in the U.S. Hepatology 2014;59:2188–95. 10.1002/hep.26986 [DOI] [PubMed] [Google Scholar]
- 5. Younossi ZM, Blissett D, Blissett R, et al. The economic and clinical burden of nonalcoholic fatty liver disease in the United States and Europe. Hepatology 2016;64:1577–86. 10.1002/hep.28785 [DOI] [PubMed] [Google Scholar]
- 6. Estes C, Razavi H, Loomba R, et al. Modeling the epidemic of nonalcoholic fatty liver disease demonstrates an exponential increase in burden of disease. Hepatology 2018;67:123–33. 10.1002/hep.29466 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Anstee QM, Reeves HL, Kotsiliti E, et al. From NASH to HCC: current concepts and future challenges. Nat Rev Gastroenterol Hepatol 2019;16:411–28. 10.1038/s41575-019-0145-7 [DOI] [PubMed] [Google Scholar]
- 8. Labi V, Erlacher M. How cell death shapes cancer. Cell Death Dis 2015;6:e1675. 10.1038/cddis.2015.20 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Wang H, Sun L, Su L, et al. Mixed lineage kinase domain-like protein MLKL causes necrotic membrane disruption upon phosphorylation by RIP3. Mol Cell 2014;54:133–46. 10.1016/j.molcel.2014.03.003 [DOI] [PubMed] [Google Scholar]
- 10. Cai Z, Jitkaew S, Zhao J, et al. Plasma membrane translocation of trimerized MLKL protein is required for TNF-induced necroptosis. Nat Cell Biol 2014;16:55–65. 10.1038/ncb2883 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Seehawer M, Heinzmann F, D'Artista L, et al. Necroptosis microenvironment directs lineage commitment in liver cancer. Nature 2018;562:69–75. 10.1038/s41586-018-0519-y [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Zhang D-W, Shao J, Lin J, et al. Rip3, an energy metabolism regulator that switches TNF-induced cell death from apoptosis to necrosis. Science 2009;325:332–6. 10.1126/science.1172308 [DOI] [PubMed] [Google Scholar]
- 13. Majdi A, Aoudjehane L, Ratziu V, et al. Inhibition of receptor-interacting protein kinase 1 improves experimental non-alcoholic fatty liver disease. J Hepatol 2020;72:627–35. 10.1016/j.jhep.2019.11.008 [DOI] [PubMed] [Google Scholar]
- 14. Parisi LR, Li N, Atilla-Gokcumen GE. Very long chain fatty acids are functionally involved in necroptosis. Cell Chem Biol 2017;24:1445–54. 10.1016/j.chembiol.2017.08.026 [DOI] [PubMed] [Google Scholar]
- 15. Parisi LR, Sowlati-Hashjin S, Berhane IA, et al. Membrane disruption by very long chain fatty acids during necroptosis. ACS Chem Biol 2019;14:2286–94. 10.1021/acschembio.9b00616 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Afonso MB, Rodrigues PM, Carvalho T, et al. Necroptosis is a key pathogenic event in human and experimental murine models of non-alcoholic steatohepatitis. Clin Sci 2015;129:721–39. 10.1042/CS20140732 [DOI] [PubMed] [Google Scholar]
- 17. Gautheron J, Vucur M, Reisinger F, et al. A positive feedback loop between RIP3 and JNK controls non-alcoholic steatohepatitis. EMBO Mol Med 2014;6:1062–74. 10.15252/emmm.201403856 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Roychowdhury S, McCullough RL, Sanz-Garcia C, et al. Receptor interacting protein 3 protects mice from high-fat diet-induced liver injury. Hepatology 2016;64:1518–33. 10.1002/hep.28676 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Gautheron J, Vucur M, Schneider AT, et al. The necroptosis-inducing kinase RIPK3 dampens adipose tissue inflammation and glucose intolerance. Nat Commun 2016;7:11869. 10.1038/ncomms11869 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Vucur M, Reisinger F, Gautheron J, et al. RIP3 inhibits inflammatory hepatocarcinogenesis but promotes cholestasis by controlling caspase-8- and JNK-dependent compensatory cell proliferation. Cell Rep 2013;4:776–90. 10.1016/j.celrep.2013.07.035 [DOI] [PubMed] [Google Scholar]
- 21. Newton K, Sun X, Dixit VM. Kinase RIP3 is dispensable for normal NF-kappa Bs, signaling by the B-cell and T-cell receptors, tumor necrosis factor receptor 1, and Toll-like receptors 2 and 4. Mol Cell Biol 2004;24:1464–9. 10.1128/MCB.24.4.1464-1469.2004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Afonso MB, Rodrigues PM, Simão AL, et al. miRNA-21 ablation protects against liver injury and necroptosis in cholestasis. Cell Death Differ 2018;25:857–72. 10.1038/s41418-017-0019-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23. Kowdley KV, Belt P, Wilson LA, et al. Serum ferritin is an independent predictor of histologic severity and advanced fibrosis in patients with nonalcoholic fatty liver disease. Hepatology 2012;55:77–85. 10.1002/hep.24706 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Angulo P, Hui JM, Marchesini G, et al. The NAFLD fibrosis score: a noninvasive system that identifies liver fibrosis in patients with NAFLD. Hepatology 2007;45:846–54. 10.1002/hep.21496 [DOI] [PubMed] [Google Scholar]
- 25. Denda A, Kitayama W, Kishida H, et al. Development of hepatocellular adenomas and carcinomas associated with fibrosis in C57BL/6J male mice given a choline-deficient, L-amino acid-defined diet. Jpn J Cancer Res 2002;93:125–32. 10.1111/j.1349-7006.2002.tb01250.x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Wang B, Majumder S, Nuovo G, et al. Role of microRNA-155 at early stages of hepatocarcinogenesis induced by choline-deficient and amino acid-defined diet in C57BL/6 mice. Hepatology 2009;50:1152–61. 10.1002/hep.23100 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Tang KH, Ma S, Lee TK, et al. CD133(+) liver tumor-initiating cells promote tumor angiogenesis, growth, and self-renewal through neurotensin/interleukin-8/CXCL1 signaling. Hepatology 2012;55:807–20. 10.1002/hep.24739 [DOI] [PubMed] [Google Scholar]
- 28. Hänggi K, Vasilikos L, Valls AF, et al. RIPK1/RIPK3 promotes vascular permeability to allow tumor cell extravasation independent of its necroptotic function. Cell Death Dis 2017;8:e2588. 10.1038/cddis.2017.20 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Puri P, Baillie RA, Wiest MM, et al. A lipidomic analysis of nonalcoholic fatty liver disease. Hepatology 2007;46:1081–90. 10.1002/hep.21763 [DOI] [PubMed] [Google Scholar]
- 30. Flowers JB, Rabaglia ME, Schueler KL, et al. Loss of stearoyl-CoA desaturase-1 improves insulin sensitivity in lean mice but worsens diabetes in leptin-deficient obese mice. Diabetes 2007;56:1228–39. 10.2337/db06-1142 [DOI] [PubMed] [Google Scholar]
- 31. Singal AG, Manjunath H, Yopp AC, et al. The effect of PNPLA3 on fibrosis progression and development of hepatocellular carcinoma: a meta-analysis. Am J Gastroenterol 2014;109:325–34. 10.1038/ajg.2013.476 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Jing Y, Sun K, Liu W, et al. Tumor necrosis factor-α promotes hepatocellular carcinogenesis through the activation of hepatic progenitor cells. Cancer Lett 2018;434:22–32. 10.1016/j.canlet.2018.07.001 [DOI] [PubMed] [Google Scholar]
- 33. Chen H, Cai W, Chu ESH, et al. Hepatic cyclooxygenase-2 overexpression induced spontaneous hepatocellular carcinoma formation in mice. Oncogene 2017;36:4415–26. 10.1038/onc.2017.73 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Castellone MD, Teramoto H, Williams BO, et al. Prostaglandin E2 promotes colon cancer cell growth through a Gs-axin-beta-catenin signaling axis. Science 2005;310:1504–10. 10.1126/science.1116221 [DOI] [PubMed] [Google Scholar]
- 35. Wu L, Zhang X, Zheng L, et al. RIPK3 orchestrates fatty acid metabolism in tumor-associated macrophages and hepatocarcinogenesis. Cancer Immunol Res 2020;8:710–21. 10.1158/2326-6066.CIR-19-0261 [DOI] [PubMed] [Google Scholar]
- 36. Tilg H, Moschen AR. Evolution of inflammation in nonalcoholic fatty liver disease: the multiple parallel hits hypothesis. Hepatology 2010;52:1836–46. 10.1002/hep.24001 [DOI] [PubMed] [Google Scholar]
- 37. Wang W, Xu M-J, Cai Y, et al. Inflammation is independent of steatosis in a murine model of steatohepatitis. Hepatology 2017;66:108–23. 10.1002/hep.29129 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38. Miura K, Kodama Y, Inokuchi S, et al. Toll-Like receptor 9 promotes steatohepatitis by induction of interleukin-1beta in mice. Gastroenterology 2010;139:323–34. 10.1053/j.gastro.2010.03.052 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. European Association for the Study of the Liver (EASL), European Association for the Study of Diabetes (EASD), European Association for the Study of Obesity (EASO) . EASL-EASD-EASO clinical practice guidelines for the management of non-alcoholic fatty liver disease. J Hepatol 2016;64:1388–402. 10.1016/j.jhep.2015.11.004 [DOI] [PubMed] [Google Scholar]
- 40. Yao-Borengasser A, Rassouli N, Varma V, et al. Stearoyl-Coenzyme A desaturase 1 gene expression increases after pioglitazone treatment and is associated with peroxisomal proliferator-activated receptor-γ responsiveness. J Clin Endocrinol Metab 2008;93:4431–9. 10.1210/jc.2008-0782 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41. Lodhi IJ, Wei X, Semenkovich CF. Lipoexpediency: de novo lipogenesis as a metabolic signal transmitter. Trends Endocrinol Metab 2011;22:1–8. 10.1016/j.tem.2010.09.002 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Han S, Sidell N, Fisher PB, et al. Up-Regulation of p21 gene expression by peroxisome proliferator-activated receptor gamma in human lung carcinoma cells. Clin Cancer Res 2004;10:1911–9. 10.1158/1078-0432.CCR-03-0985 [DOI] [PubMed] [Google Scholar]
- 43. Shen B, Chu ESH, Zhao G, et al. Ppargamma inhibits hepatocellular carcinoma metastases in vitro and in mice. Br J Cancer 2012;106:1486–94. 10.1038/bjc.2012.130 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44. Zhang F, Kong D, Lu Y, et al. Peroxisome proliferator-activated receptor-γ as a therapeutic target for hepatic fibrosis: from bench to bedside. Cell Mol Life Sci 2013;70:259–76. 10.1007/s00018-012-1046-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. Lau JKC, Zhang X, Yu J. Animal models of non-alcoholic fatty liver disease: current perspectives and recent advances. J Pathol 2017;241:36–44. 10.1002/path.4829 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Harris PA, Berger SB, Jeong JU, et al. Discovery of a first-in-class receptor interacting protein 1 (RIP1) kinase specific clinical candidate (GSK2982772) for the treatment of inflammatory diseases. J Med Chem 2017;60:1247–61. 10.1021/acs.jmedchem.6b01751 [DOI] [PubMed] [Google Scholar]
Associated Data
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Supplementary Materials
gutjnl-2020-321767supp001.pdf (15.9MB, pdf)
Data Availability Statement
All data relevant to the study are included in the article or uploaded as supplementary information.