Abstract
Nonalcoholic fatty liver disease (NAFLD), a hepatic characteristic of metabolic syndrome, received significant attention in clinical settings. The multiple-hit theory is one of the proposed mechanisms of NAFLD, and gut dysbiosis is considered a hit. Thus, controlling gut microbiota is a potential target in the management of NAFLD, and probiotics can be used as a treatment agent for NAFLD. The current study aimed to investigate the efficacy of probiotics against nonalcoholic steatohepatitis in a hepatocyte-specific PTEN knockout mouse model that mimics the characteristics of human NAFLD. Probiotics were administered to male knockout mice for 8 or 40 weeks. Next, we assessed hepatic inflammation, fibrosis, carcinogenesis, and oxidative stress. Probiotics were found to reduce serum transaminase levels, NAFLD activity score, and the gene expression of pro-inflammatory cytokines. In addition, they decreased liver fibrosis grade, which was examined via Sirius red staining, gene expression of fibrotic markers, and hydroxyproline. Furthermore, probiotics suppressed the number of liver tumors, particular in HCC. Probiotics reduced oxidative stresses, including glutathione levels, and anti-oxidative stress marker, which may be an underlying mechanism for their beneficial effects. In conclusion, probiotics treatment had beneficial effects against NAFLD and carcinogenesis in hepatocyte-specific PTEN knockout mice.
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Introduction
Nonalcoholic fatty liver disease (NAFLD), a hepatic feature of metabolic syndrome, is characterized by the accumulation of triglycerides in hepatocytes. Nonalcoholic steatohepatitis (NASH), an advanced form of NAFLD, is clinically important because it can progress to cirrhosis and hepatocellular carcinoma (HCC)1. Recently, the number of patients with NAFLD has been increasing in different countries worldwide including Japan. Therefore, NAFLD has become a major liver disease in clinical practice. However, effective therapeutic agents for NAFLD have not been developed.
The multiple-hit theory is a promising mechanism for NAFLD pathogenesis2. In this theory, multiple risk factors, including gut microbiota, insulin resistance, dyslipidemia, and oxidative stress, are simultaneously involved in the development of NAFLD. Among them, gut dysbiosis is considered a hit. That is, small intestinal bacterial overgrowth is frequently observed in patients with NAFLD3, and the number of bacterial components derived from the gut increases in the blood4. Based on our previous studies, gut bacterial components stimulate Toll-like receptors (TLRs) and induce liver inflammation, resulting in the progression of NASH and NASH-related carcinoma5,6,7. Therefore, gut microbiota is a promising therapeutic target for NAFLD.
Probiotics treatment is used to modify the component of gut microbiota. Probiotics reduce the expression of TLR ligands in the gut and oxidative stress8,9. Animal studies showed that probiotics had beneficial effects against NAFLD. However, most studies investigated the early phase of NAFLD, including liver steatosis and inflammation, but not liver fibrosis, which is a feature during the late phase10. In addition, most carcinogenesis studies used chemically induced or ectopic models, in which the tumor cells were transplanted into the skin of immune-deficient mice11. These animal models do not always mimic the natural history of NAFLD. Therefore, the efficacy of probiotics must be validated using models that mimic the natural history of NAFLD, including steatohepatitis and then fibrosis and subsequent hepatocarcinogenesis.
The hepatocyte-specific PTEN knockout (PTEN KO) mice have been reported to show steatohepatitis, liver fibrosis, and subsequent carcinogenesis12,13,14. Moreover, it shows that the PTEN protein is downregulated in approximately 40% of HCCs in humans15. Thus, PTEN KO mice are suitable models for investigating the efficacy of probiotics. The current study showed that probiotics are effective against NASH and NASH-related carcinogenesis in PTEN KO mice.
Results
Probiotics reduced liver damage in PTEN KO mice
Table 1 shows the body weight and weight of each organ, after 8 and 40 weeks of probiotics treatment, respectively. In both 8- and 40 weeks probiotics treatment, PTEN KO mice had a significantly larger liver weight, but not body weight, than control mice. Probiotics did not affect the body or liver weight of PTEN KO mice in both 8- and 40 weeks probiotics treatment.
Then, we assessed histological findings using hematoxylin and eosin-stained specimens. Compared with control mice, PTEN KO mice presented with increased steatosis, lobular inflammation, and hepatocyte ballooning for 16 weeks of age (Fig. 1A). Indeed, the overall NAFLD activity score (NAS) was higher in PTEN KO mice than that in control mice, and probiotics treatment for 8 weeks reduced the overall score (Fig. 1B). Among three components of NAS, including steatosis, inflammation, and ballooning, probiotics treatment significantly reduced the score of lobular inflammation but not steatosis in PTEN KO mice (Fig. 1B). PTEN KO mice treated with 40 weeks of probiotics showed reduced score of inflammation and ballooning (Fig. 1C,D). Probiotics treatment significantly reduced the serum aspartate aminotransferase and alanine aminotransferase levels, which were elevated in PTEN KO mice (Fig. 1E). However, there was no significant difference in total cholesterol and triglyceride levels between the vehicle and probiotics treatment groups of PTEN KO mice.
Probiotics reduced inflammatory responses and cell death in the liver
We then assessed inflammation in the liver. PTEN KO mice showed increased number of F4/80-positive cells in the liver. Probiotics treatment suppressed inflammatory cell infiltration examined by F4/80 staining (Fig. 2A,B). In according to histological examinations, probiotics treatment reduced mRNA expression of TNFα, IL-1β, CCL2, and TLR4 (Fig. 2C).
Then we examined the apoptotic cells by terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) staining. PTEN KO mice with vehicle showed increased frequency of TUNEL-positive hepatocytes, which was reduced by probiotics treatment (Fig. 2D,E).
Probiotics reduced liver fibrosis
Then we assessed liver fibrosis in 40 weeks treatment of probiotics. In Sirius red staining, PTEN KO mice had increased liver fibrosis, which was attenuated by probiotics (Fig. 3A). Similar results were obtained by measuring the Sirius red-stained area (Fig. 3B). PTEN KO mice had a significantly higher mRNA expression of fibrotic markers, including TGFβ, TIMP-1, and alpha-SMA in the liver, and probiotics significantly reduced the expression of TIMP-1 and alpha-SMA (P < 0.05) but not TGFβ (Fig. 3C). In addition, probiotics treatment significantly reduced hydroxyproline content in the liver (Fig. 3D).
We further assessed the grade of steatohepatitis around tumors in PTEN KO mice at 48 weeks of age. The background of inflammation and fibrosis that close to tumors in vehicle group were more severe than in those in probiotics group (Supplemental Fig. 1).
Probiotics suppressed oxidative stress
We assessed oxidative stress markers. Cytoplasmic expression of 8OHdG has been reported as intense oxidative stress16. Hepatocytes in PTEN KO mice showed intense cytoplasmic expression of 8OHdG, which was reduced by probiotics treatment (Fig. 4A). Total glutathione concentration, a marker of antioxidant stress, was significantly reduced in PTEN KO mice compared with that of control mice (P < 0.001). Further, probiotics significantly restored glutathione concentrations (Fig. 4B) (P < 0.05). Then we examined oxidative-related genes. Among them, GPx4 was significantly increased in PTEN KO mice and probiotics treatment reduce it (Fig. 4C).
Probiotics inhibited hepatocarcinogenesis
All PTEN KO mice with vehicle (14/14) and probiotics (16/16) developed liver tumors at 48 weeks of age. Although the maximum size of tumors was not different between vehicle and probiotics groups (data not shown), the tumor numbers of the liver surface were significantly reduced by probiotics treatment (Fig. 5A,B). Among tumor- and pten-related genes, alpha-fetoprotein and PPARγ genes were reduced by probiotics treatment (Fig. 5C).
As we previously reported17, there were three types of tumors, including adenoma, HCC, and cholangiocellular carcinoma (CCC) (Fig. 6A). We measured the areas of these three types of tumors in HE specimens. Although probiotics did not suppress the area of adenomas, probiotics treatment significantly reduced the areas of HCCs (Fig. 6B). CCC tended to be reduced by probiotics treatment. Then we assessed the association between oxidative stress and cell behaviors in tumors. In PTEN KO mice with vehicle, intense staining of 8OHdG were noted in the cytoplasm of HCC and CCC, which were reduced by probiotics treatment (Fig. 6C). The numbers of tumor cells that underwent apoptosis were equivalent between vehicle and probiotics groups (Fig. 6C,D). In contrast, the frequency of proliferating cell nuclear antigen (PCNA)-positive cells increased in adenoma, HCC, and CCC, which was reduced probiotics treatment (Fig. 6C,E).
Discussion
This study showed that probiotics treatment decreased liver damage, inflammation, fibrosis, and hepatocarcinogenesis in hepatocyte-specific PTEN KO mice. To the best of our knowledge, this research first showed that probiotics are effective based on an animal model that mimics the natural history of human NASH and hepatocarcinogenesis. Moreover, probiotics treatment reduced oxidative stress, an underlying mechanism of NAFLD.
Although several reports showed that probiotics are effective against NAFLD, the composition of probiotics varied. Lactobacillus rhamnosus GG and L. plantarum NA136 were found to be effective based on the studies of Kim et al.18 and Zhao et al.19, respectively. Bubnov et al.20 revealed that the combination of several probiotic strains may have beneficial effects against NASH because each strain has its own strengths, such as suppression of weight gain and reduction of cholesterol level. In addition, probiotics can reduce the production of unfavorable substances including hydrogen sulfide by increasing the diversity of intestinal microflora. Furthermore, probiotics inhibited the transfer of unfavorable substances and gut bacteria into the bloodstream by protecting intestinal barrier19. The probiotics used comprised 20 different strains, accounting for multiple factors associated with the beneficial effects against NASH.
By contrast, the effect of probiotics varied among diet models even if the same probiotics were used. VSL#3 comprises eight bacteria including L. casei, L. plantarum, L. acidophilus, L. delbrueckii subsp. bulgaricus, Bifidobacterium longum, B. breve, B. infantis, and Streptococcus salivarius subsp.21 Velayudham et al.22 revealed that VSL#3 was effective against liver fibrosis but not fatty liver damage in mice fed with MCD diet. In contrast, it was efficient against fat deposition and liver damage in mice fed with HFD23. Our previous study showed that the intestinal microflora changed based on diet24. The current study used a normal diet, thereby indicating that diet had minimal contribution to NASH.
In the current study, probiotics had no inhibitory effects against dyslipidemia and liver steatosis in PTEN KO mice. Nonetheless, liver damage, inflammation, and fibrosis were significantly suppressed. In general, NASH results in inflammation and fibrosis after excessive accumulation of fat in the liver25. However, the amount of fat in the liver is not always correlated with inflammation and fibrosis. Yamaguchi et al.26 showed that the inhibition of diacylglycerol acyltransferase 2, an enzyme involved in triglyceride synthesis, improved liver steatosis but worsened inflammation and fibrosis in mice fed with MCD diet. Gluchowski et al.27 revealed that hepatocyte-specific diacylglycerol acyltransferase 2 KO mice improved fatty liver but not in insulin resistance, inflammation, and fibrosis. Quality rather than quantity of fat is another aspect of the development of NASH17,28. Free cholesterol in the liver aggravates liver damage29. Although free cholesterol in the liver was not assessed in the present study, it plays a potential role in NASH pathogenesis.
The current study reproduced our previous findings that inflammation and liver fibrosis promote the progression of hepatocarcinogenesis, particular in HCC17. In addition, these inflammation and fibrosis were more severe around tumors, suggesting that these factors facilitate the growth of tumors. Our study confirmed that probiotics inhibited hepatocarcinogenesis in PTEN KO mice by suppressing background inflammation and fibrosis. Probiotics facilitated histological improvement in the background liver in aflatoxin- or DEN-induced chemical carcinogenesis models, which also induce HCC30,31. In addition, Li et al.32 showed that probiotics suppressed angiogenesis by reducing IL-17 in a tumor-transplanted model. Thus, probiotics may contribute to tumor development indirectly and directly. However, these animal models were chemically induced models or an ectopic tumor-transplanted model. Although STAM mice, PPARα KO mice, DAIAMND mice, and MUP-uPA transgenic mice are used in orthotopic carcinogenic models10, little data is available on the effects of probiotics on these mice.
A mechanism in which probiotics inhibit inflammation, fibrosis, and carcinogenesis, thereby reducing oxidative stress, was considered. Indeed, oxidative stress is enhanced in several NASH models9,33. The hepatic hydroxy peroxidase concentrations of PTEN KO mice were sevenfold higher than those of wild-type12. Hence, persistent oxidative stress may contribute to the development of steatohepatitis and liver tumors. Interestingly, oxidate stress showed different functions in non-tumor tissue and tumor tissue. Namely, oxidative stress contributed to cell proliferation in tumors. In contrast, oxidative stress contributed to cell death in non-tumor tissue. In the current study, the content of glutathione, an antioxidant, decreased in the liver of PTEN KO mice. The glutathione levels in the plasma and liver reduced in human NAFLD34. Luz et al.35 revealed that higher ROS, NO, and lipopolysaccharide levels from enteric bacteria can deplete liver glutathione levels by decreasing the expression of S-adenosylmethionine and methionine adenosyltransferase, which are essential for glutathione synthesis. Although we measured serum LPS levels, it did not elevate enough to see differences.
Although the current study showed that probiotics suppressed NASH and NASH carcinogenesis, it had several limitations. Recent studies showed that some microRNA down regulate PTEN expression in patients with NAFLD36, suggesting that a subset of patients with NAFLD are associated with PTEN. PTEN KO mice mimic the natural history of human NASH but at lower risk for obesity10. In general, patients with NAFLD present with obesity. Further, non-obese NASH has a more severe course than obese NASH37. PTEN KO mice experienced severe inflammation, liver fibrosis, and carcinogenesis. Thus, probiotics may have favorable effects regardless of obesity. In the current study, we used commercially available probiotics. The type of strains and whether a combination of strains contribute to the effects of probiotics were not evaluated. Therefore, further studies should be conducted to determine the component and amount of probiotics.
In conclusion, probiotics treatment reduced oxidative stress and inhibited NASH and NASH carcinogenesis in hepatocyte-specific PTEN KO mice, which mimic the natural history of human NAFLD. Therefore, probiotics may be useful in clinical practice.
Materials and methods
Animals
Pten flox/flox (Pten F/F) mice and albumin-cre (Alb-Cre) recombinase transgenic mice were purchased from Jackson Laboratory (the USA). Pten f/f mice were crossed with C57Bl/6 mice for at least 10 generations. Hepatocyte-specific PTEN knockout mice were generated by crossing Alb-Cre recombinase transgenic mice. All mice had a C57Bl/6 background. Male mice were used in the current study. Alb-Cre recombinase-negative Pten f/f mice were used in the control group. All mice were provided with free access to food and water until the end of the experiments.
Mice were fed with a standard chow (MFG-LID; Oriental Yeast Co., Ltd., Tokyo, Japan) and housed with a 12:12 h light/dark cycle until 16 weeks or 48 weeks of age. Pten f/f mice (n = 5–11/group) and PTEN KO mice (n = 5–16/group) were randomly assigned to vehicle or probiotic groups. The probiotic groups were fed with 4 g/L of probiotics (THT Mix 20 strains; Sceti, Tokyo, Japan) suspended in drinking water for 8 weeks or 40 weeks (from 8 weeks of age), which was replaced every three days. The probiotics contained 20 species of lactic acid-producing bacteria at 1 billion cfu/g (Supplemental Table 1). Mice were killed at the age of 16 or 48 weeks, and harvested samples were stored at − 80 °C until use. Blood was taken from portal vein. The livers were divided into three lobes, and visible tumors with a diameter of > 1 mm were counted. The largest love was further divided into 5 pieces, then the middle part and the two edges were used in histological assessment of tumors. Animal experiments were approved by the Review Board of Jichi Medical University (20061-01; Tochigi, Japan). All animals received humane care according to the criteria outlined in the Guide for the Care and Use of Laboratory Animals prepared by the National Academy of Science and our institutions and carried out in compliance with the ARRIVE guidelines.
Histology
Hematoxylin and eosin staining and Sirius red staining were performed according to the published protocols5. The NAS was evaluated according to the study of Kleiner et al.38 To assess Sirius red-positive areas, 10 slides at a magnification of (×200) per field of view were prepared for each sample and quantified using Image J (U.S. National Institutes of Health, Bethesda, Maryland, the USA)39.
Immunostaining for F4/80 (eBioscience, MA, the USA), PCNA (proteinech, IL, the USA), TUNEL (R&D, MN, the USA), and 8-OHdG (Nikken Seil, Tokyo, Japan) were performed as published protocol according to the manufacturer’s instructions. Histological assessment was blindly performed by two hepatologists under assistance of a pathologist.
Measurement for transaminase and lipid levels
Serum aspartate aminotransferase, alanine aminotransferase, total cholesterol, and triglyceride levels were assessed using FUJI DRI-CHEM SLIDE (FUJIFILM, Kanagawa, Japan), according to the manufacturer’s instructions.
Quantitative real-time polymerase chain reaction
RNA was extracted from the liver using TRI Reagent (Sigma-Aldrich, St. Louis, MO, the USA). The extracted RNA was converted to cDNA via reverse transcription. The cDNA was then subjected to PCR using the primers listed (Supplemental Table 2) and TB GREEN premix Ex Taq (Takara, Tokyo, Japan). Gene expression was normalized to that of 18S RNA as an internal control.
Measurement of total glutathione-sulfhydryl concentration and hydroxyproline
In total, 100 mg of mouse liver was collected in 1 mL of 5% 5-sulfosalicylic acid (FUJIFILM, Osaka, Japan) and then homogenized and centrifuged to collect the supernatant. The supernatant was diluted 10 times with distilled water, and the sample was evaluated. The total glutathione-sulfhydryl concentration was assessed using the GSSG/GSH Quantification Kit (Dojindo Molecular Technologies Inc., Kumamoto, Japan), according to the manufacturer’s instructions. Absorbance was evaluated using Multiskan FC (Thermo Scientific, Massachusetts, the USA) with a 405-nm filter, and the concentration was calculated using the Pseudo-endpoint method.
For measurement of hydroxyproline, a total of 10 mg was used and processed according to the manufacturer’s instructions (Sigma-Aldrich).
Statistical analyses
Statistical analyses were performed using the t-test or Mann–Whitney U-test, one-way ANOVA or Kruskal–Wallis test, and post-hoc test (the Tukey or Steel–Dwass method). All statistical analyses were performed with EZR (Saitama Medical Center, Jichi Medical University, Saitama, Japan)40, which is a graphical user interface for R (The R Foundation for Statistical Computing, Vienna, Austria). More precisely, it is a modified version of R commander designed to add statistical functions frequently used in biostatistics. A P value of < 0.05 was considered statistically significant.
Data availability
The data are presented with in paper. Additional raw data are available on request from the corresponding author.
References
Starley, B. Q., Calcagno, C. J. & Harrison, S. A. Nonalcoholic fatty liver disease and hepatocellular carcinoma: a weighty connection. Hepatology 51, 1820–1832 (2010).
Tilg, H. & Moschen, A. R. Adipocytokines: mediators linking adipose tissue, inflammation and immunity. Nat. Rev. Immunol. 6, 772–783 (2006).
Khan, A. et al. Understanding the effects of gut microbiota dysbiosis on nonalcoholic fatty liver disease and the possible probiotics role: recent updates. Int. J. Biol. Sci. 17, 818–833 (2021).
Männistö, V. et al. Serum lipopolysaccharides predict advanced liver disease in the general population. JHEP Rep. 1, 345–352 (2019).
Miura, K. et al. Toll-like receptor 9 promotes steatohepatitis by induction of interleukin-1β in mice. Gastroenterology 139, 323-334.e7 (2010).
Miura, K. et al. Toll-like receptor 2 and palmitic acid cooperatively contribute to the development of nonalcoholic steatohepatitis through inflammasome activation in mice. Hepatology 57, 577–589 (2013).
Miura, K. et al. Toll-like receptor 4 on macrophage promotes the development of steatohepatitis-related hepatocellular carcinoma in mice. J. Biol. Chem. 291, 11504–11517 (2016).
Okubo, H. et al. Lactobacillus casei strain shirota protects against nonalcoholic steatohepatitis development in a rodent model. Am. J. Physiol. Gastrointest. Liver Physiol. 305, 911–918 (2013).
Park, E.-J. et al. Beneficial effects of lactobacillus plantarum strains on non-alcoholic fatty liver disease in high fat/high fructose diet-fed rats. Nutrients 12, 542 (2020).
Febbraio, M. A. et al. Preclinical models for studying NASH-Driven HCC: how useful are they?. Cell Metab. 29, 18–26 (2019).
Lange, N. F., Radu, P. & Dufour, J. F. Prevention of NAFLD-associated HCC: role of lifestyle and chemoprevention. J. Hepatol. 75, 1217–1227 (2021).
Horie, Y. et al. Hepatocyte-specific Pten deficiency results in steatohepatitis and hepatocellular carcinomas. J. Clin. Invest. 113, 1774–1783 (2004).
Stiles, B. et al. Live-specific deletion of negative regulator Pten results in fatty liver and insulin hypersensitivity. Proc. Natl. Acad. Sci. U. S. A. 101, 2082–2087 (2004).
Galicia, V. A. et al. Expansion of hepatic tumor progenitor cells in pten-null mice requires liver injury and is reversed by loss of AKT2. Gastroenterology 139, 2170–2182 (2010).
Hu, T. H. et al. Expression and prognostic role of tumor suppressor gene PTEN/MMAC1/TEP1 in hepatocellular carcinoma. Cancer 97, 1929–1940 (2003).
Nomoto, K., Tsuneyama, K., Takahashi, H., Murai, Y. & Takano, Y. Cytoplasmic fine granular expression of 8-hydroxydeoxyguanosine reflects early mitochondrial oxidative DNA damage in nonalcoholic fatty liver disease. Appl. Immunohistochem. Mol. Morphol. AIMM 16, 71–75 (2008).
Miura, K. et al. Ezetimibe suppresses development of liver tumors by inhibiting angiogenesis in mice fed a high-fat diet. Cancer Sci. 110, 771–783 (2019).
Kim, B. et al. Protective effects of Lactobacillus rhamnosus GG against dyslipidemia in high-fat diet-induced obese mice. Biochem. Biophys. Res. Commun. 473, 530–536 (2016).
Zhao, Z. et al. Lactobacillus plantarum NA136 ameliorates nonalcoholic fatty liver disease by modulating gut microbiota, improving intestinal barrier integrity, and attenuating inflammation. Appl. Microbiol. Biotechnol. 104, 5273–5282 (2020).
Bubnov, R. V. et al. Comparative study of probiotic effects of Lactobacillus and Bifidobacteria strains on cholesterol levels, liver morphology and the gut microbiota in obese mice. EPMA J. 8, 357–376 (2017).
Dang, X., Xu, M., Liu, D., Zhou, D. & Yang, W. Assessing the efficacy and safety of fecal microbiota transplantation and probiotic VSL#3 for active ulcerative colitis: a systematic review and meta-analysis. PLoS ONE 15, 1–16 (2020).
Velayudham, A. et al. VSL#3 probiotic treatment attenuates fibrosis without changes in steatohepatitis in a diet-induced nonalcoholic steatohepatitis model in mice. Hepatology 49, 989–997 (2009).
Esposito, E. et al. Probiotics reduce the inflammatory response induced by a high-fat diet in the liver of young rats. J. Nutr. 139, 905–911 (2009).
Ishioka, M., Miura, K., Minami, S., Shimura, Y. & Ohnishi, H. Altered gut microbiota composition and immune response in experimental steatohepatitis mouse models. Dig. Dis. Sci. 62, 396–406 (2017).
Day, C. P. & James, O. F. Steatohepatitis: a tale of two ‘hits’?. Gastroenterology 114, 842–845 (1998).
Yamaguchi, K. et al. Inhibiting triglyceride synthesis improves hepatic steatosis but exacerbates liver damage and fibrosis in obese mice with nonalcoholic steatohepatitis. Hepatology 45, 1366–1374 (2007).
Gluchowski, N. L. et al. Hepatocyte deletion of triglyceride-synthesis enzyme acyl CoA: diacylglycerol acyltransferase 2 reduces steatosis without increasing inflammation or fibrosis in mice. Hepatology 70, 1972–1985 (2019).
Puri, P. et al. A lipidomic analysis of nonalcoholic fatty liver disease. Hepatology 46, 1081–1090 (2007).
Caballero, F. et al. Enhanced free cholesterol, SREBP-2 and StAR expression in human NASH. J. Hepatol. 50, 789–796 (2009).
Kumar, M. et al. Effect of probiotic fermented milk and chlorophyllin on gene expressions and genotoxicity during AFB 1-induced hepatocellular carcinoma. Gene 490, 54–59 (2011).
Zhang, H. L. et al. Profound impact of gut homeostasis on chemically-induced pro-tumorigenic inflammation and hepatocarcinogenesis in rats. J. Hepatol. 57, 803–812 (2012).
Li, J. et al. Probiotics modulated gut microbiota suppresses hepatocellular carcinoma growth in mice. Proc. Natl. Acad. Sci. U. S. A. 113, E1306–E1315 (2016).
Shimizu, Y. et al. Oxidative stress and Liver X Receptor agonist induce hepatocellular carcinoma in Non-alcoholic steatohepatitis model. J. Gastroenterol. Hepatol. 36, 800–810 (2021).
Kalhan, S. C. et al. Plasma metabolomic profile in nonalcoholic fatty liver disease. Metabolism 60, 404–413 (2011).
Luz Martínez-Chantar, M. et al. Importane of a deficiency in S-adenosyl-L-methionine sysnthesis in the pathogenesis of liver injury. Am. J. Clin. Nutr. 76, 1177S-1182S (2002).
Wong, V.W.-S., Adams, L. A., de Lédinghen, V., Wong, G.L.-H. & Sookoian, S. Noninvasive biomarkers in NAFLD and NASH - current progress and future promise. Nat. Rev. Gastroenterol. Hepatol. 15, 461–478 (2018).
Ye, Q. et al. Global prevalence, incidence, and outcomes of non-obese or lean non-alcoholic fatty liver disease: a systematic review and meta-analysis. Lancet Gastroenterol. Hepatol. 5, 739–752 (2020).
Kleiner, D. E. et al. Design and validation of a histological scoring system for nonalcoholic fatty liver disease. Hepatology 41, 1313–1321 (2005).
Schneider, C. A., Rasband, W. S. & Eliceiri, K. W. NIH Image to ImageJ: 25 years of image analysis. Nat. Methods 9, 671–675 (2012).
Kanda, Y. Investigation of the freely available easy-to-use software ‘EZR’ for medical statistics. Bone Marrow Transplant. 48, 452–458 (2013).
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The authors would like to thank Enago (www.enago.jp) for the English language review.
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N.A. wrote the main manuscript and performed all experiments. K.M. performed experiments and reviewed and edited the main manuscript. K.A. performed experiments and reviewed the main manuscript. M.S. performed animal experiments. M.N. performed experiments. H.S. reviewed and edited the main manuscript. H.M. performed experiments. N.M. reviewed the main manuscript. S.I. reviewed the main manuscript. H.Y. supervised the experiment and reviewed and edited the main manuscript.
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Arai, N., Miura, K., Aizawa, K. et al. Probiotics suppress nonalcoholic steatohepatitis and carcinogenesis progression in hepatocyte-specific PTEN knockout mice. Sci Rep 12, 16206 (2022). https://doi.org/10.1038/s41598-022-20296-3
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DOI: https://doi.org/10.1038/s41598-022-20296-3
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