A Mouse Model for Metabolic Dysfunction-associated Steatotic Liver Disease and Hepatocellular Carcinoma [RNA-seq]
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ABSTRACT:
ORGANISM(S): Mus musculus Homo sapiens
PROVIDER: GSE246221 | GEO | 2024/06/17
REPOSITORIES: GEO
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Project description:The lack of an appropriate preclinical model of non-alcoholic fatty liver disease (NAFLD) that recapitulates the whole disease spectrum impedes exploration of disease pathophysiology and the development of effective treatment strategies. Therefore, we developed new mose model with Streptozotocin (STZ)and high-fat diet (HFD). In breif, male C57BL/6J mice were injected with low-dose streptozotocin (40 mg/kg) for 5 consecutive days beginning at 7 weeks of age and subsequently fed a high-fat diet from week 8 (STZ+HFD) onwards. Hepatic histopathology, transcriptomics, epigenetics, and metabolic phenotypes were evaluated at various time-points. The hepatic transcriptomes of STZ+HFD mice and NAFLD patients with similar liver histopathology were compared. In STZ+HFD mice, dietary changes from HFD to standard chow and administration of tirzepatide, a dual glucose-dependent insulinotropic polypeptide/glucagon-like peptide-1 receptor agonist, were introduced to assess the therapeutic efficacy of these interventions. STZ+HFD mice gradually developed fatty liver, non-alcoholic steatohepatitis (NASH), hepatic fibrosis, and hepatocellular carcinoma (HCC) in the context of metabolic dysfunction. In particular, from 32 weeks of age, NASH and advanced fibrosis were evident. At 38 weeks, a proportion of STZ+HFD mice developed HCC, which was subsequently observed in all mice up to 68 weeks of age. Furthermore, the hepatic transcriptomic features of STZ+HFD mice closely reflected those of patients with NASH and NAFLD-related HCC. Notably, dietary changes and tirzepatide administration alleviated NASH, hepatic fibrosis, and hepatic tumorigenesis in STZ+HFD mice. Put together, we established a murine model recapitulating the main histopathologic, transcriptomic, and metabolic alterations observed in NAFLD patients with metabolic dysfunction was successfully established.
2024-06-17 | GSE246213 | GEO
Project description:Reliable non-invasive tools to diagnose at risk metabolic dysfunction-associated steatohepatitis (MASH) are urgently needed to improve management. We developed a risk stratification score incorporating proteomics-derived serum markers with clinical variables to identify high risk MASH patients (NAFLD Activity Score (NAS) >4 and fibrosis score >2). In this three-phase proteomic study of biopsy-proven metabolic dysfunction-associated steatotic fatty liver disease (MASLD), we first developed a multi-protein predictor for discriminating NAS>4 based on SOMAscan proteomics quantifying 1,305 serum proteins from 57 US patients. Four key predictor proteins were verified by ELISA in the expanded US cohort (N=168), and enhanced by adding clinical variables to create the 9-feature MASH Dx Score which predicted MASH and also high risk MASH (F2+). The MASH Dx Score was validated in two independent, external cohorts from Germany (N=139) and Brazil (N=177). The discovery phase identified a 6-protein classifier that achieved an AUC of 0.93 for identifying MASH. Significant elevation of four proteins (THBS2, GDF15, SELE, IGFBP7) was verified by ELISA in the expanded discovery and independently in the two external cohorts. MASH Dx Score incorporated these proteins with established MASH risk factors (age, BMI, ALT, diabetes, hypertension) to achieve good discrimination between MASH and MASLD without MASH (AUC:0.87- discovery; 0.83- pooled external validation cohorts), with similar performance when evaluating high risk MASH F2-4 (vs. MASH F0-1 and MASLD without MASH). The MASH Dx Score offers the first reliable non-invasive approach combining novel, biologically plausible ELISA-based fibrosis markers and clinical parameters to detect high risk MASH in patient cohorts from the US, Brasil and Europe.
2023-12-22 | GSE251855 | GEO
Project description:Obesity and fatty liver diseases-metabolic dysfunction-associated steatotic liver disease (MASLD and MASH) affect over a third of the global population and are exacerbated in individuals with reduced functional aldehyde dehydrogenase 2 (ALDH2), observed in approximately 560 million people. Current treatment to prevent disease progression to cancer remains inadequate, requiring innovative approaches. We observe that Aldh2-/- and Aldh2-/-Sptbn1+/- (ASKO) mice develop phenotypes of human Metabolic Syndrome (MetS) and MASH with altered lipid metabolism and TGF-β signaling, leading to pro-fibrotic and pro-oncogenic phenotypes, which is restored to normal with siRNA to SPTBN1. Significantly, therapeutic inhibition of SPTBN1 blocks MASH and fibrosis in a human 3D MASH model. This study identifies SPTBN1 as a critical regulator of the functional phenotype of toxic aldehyde-induced MASH and a potential therapeutic target.
2024-08-06 | GSE273561 | GEO
Project description:Obesity-induced metabolic dysfunction-associated steatohepatitis (MASH) leads to hepatocellular carcinoma (HCC). Astrocyte-elevated gene-1/Metadherin (AEG-1/MTDH) plays a key role in promoting MASH and HCC. AEG-1 is palmitoylated at residue cysteine 75 (Cys75) and a knock-in mouse representing mutated Cys75 to serine (AEG-1-C75S) showed activation of MASH- and HCC-promoting gene signature when compared to wild-type littermates (AEG-1-WT). The liver consists of 3 zones, periportal, midlobular and pericentral, and zone-specific dysregulated gene expression impairs metabolic homeostasis in the liver, contributing to MASH and HCC. Here, to elucidate how palmitoylation influences AEG-1-mediated gene regulation in regards to hepatic zonation, we performed spatial transcriptomics (ST) in the livers of AEG-1-WT and AEG-1-C75S littermates.
2024-06-05 | GSE261057 | GEO
Project description:- Background & Aims: Considering the escalating prevalence of metabolic dysfunction-associated steatotic liver disease (MASLD) and MASLD-related fibrosis, accurate non-invasive biomarkers for diagnosis and staging of fibrosis are urgently needed. This study Aims to develop a blood-based biomarker panel for fibrosis detection in individuals with MASLD. - Approach & Results: Using a translational diet-induced LDLr-/-.Leiden MASLD mouse model, candidate biomarkers were identified focused on the mechanism of collagen deposition, by integrating hepatic gene expression and new extracellular matrix deposition, as detected by dynamic D2O-labeling. To translate these findings to humans, gene expression profiles and biomarkers were analyzed in liver biopsies and serum samples from 67 individuals with histologically characterized MASLD and variable degrees of fibrosis. This led to the selection of three biomarkers for a blood-based fibrosis biomarker panel: IGFBP7, SSc5D and Sema4D. The accuracy of the biomarker panel was tested in a separate cohort of 128 individuals with histologically characterized MASLD across different stages of fibrosis. A Light Gradient Boosting Machine (LGBM) model was applied to predict fibrosis stage in MASLD (F0/F1: AUC = 0.90; F2: AUC = 0.91; F3/F4: AUC = 0.87). - Conclusion & Discussion: Using a translational Approach to identify collagen turnover related proteins indicative of fibrosis, we developed an accurate blood-based biomarker panel to detect and stage hepatic fibrosis in individuals with MASLD.
2024-05-17 | GSE240729 | GEO
Project description:Background & Aims:The prevalence of metabolic dysfunction-associated liver disease (MASLD) has been strongly increasing over the last decades. As MASLD is often associated with more severe disease states, such as metabolic dysfunction-associated steato-hepatitis (MASH), insulin resistance and type 2 diabetes, the increasing number of patients will contribute to an epidemic rise in metabolic abnormalities and end stage liver diseases. Despite the high demand, there are still no FDA-approved pharmaceutical treatments for MASLD due to low efficacy and high toxicity of the targets pursued, indicating a lack of appropriate pre-clinical models for selection and validation. To facilitate earlier stop-go decisions for continued target development, we have established and extensively characterized a primary human steatoticin vitrohepatocyte model system that could guide treatment strategies for MASLD. Methods:Cryopreserved primary human hepatocytes of different donors varying in sex and ethnicity were cultured with free fatty acids (FFA) in a 3D collagen sandwich system for 7 days and the development of MASLD was followed by assessing classical hepatocellular functions. As aproof-of-concept, the effects of Firsocostat (GS-0976) onin vitroMASLD phenotypes were evaluated. Results:Incubation with FFA induced known MASLD pathologies, including steatosis, insulin resistance, mitochondrial dysfunction, inflammation and alterations in prominent human gene signatures similar to patients with MASLD/MASH, indicating the recapitulation of human MASLD in this system. As the application of Firsocostat rescued clinically observed fatty liver disease pathologies, it highlights the ability of thein vitrosystem to test drug efficacy and potentially characterize their mode of action. Conclusions:Altogether, our human MASLDin vitromodel system could guide the development and validation of novel targets and drugs for the treatment of MASLD.
2024-08-30 | GSE247407 | GEO
Project description:While macrophage heterogeneity during Metabolic dysfunction-associated steatohepatitis (MASH) has been described, the fate of these macrophages during MASH regression is poorly understood. Comparing macrophage heterogeneity during MASH progression vs regression, we identified specific macrophage sub- populations that are critical for MASH/fibrosis resolution. We elucidated the restorative pathways and gene signatures that define regression associated macrophages (RAM) and establish the importance of TREM2+ macrophages during MASH regression. Liver resident Kupffer cells are lost during MASH and are replaced by four distinct monocyte derived macrophage sub-populations. Trem2 is expressed in two macrophage sub- populations: (i) monocyte-derived macrophages occupying the Kupffer cell niche (MoKC) and (ii) lipid-associated macrophages (LAM). In regression livers, no new transcriptionally distinct MF sub-population emerged. However, the relative macrophage composition changed during regression compared to MASH. While MoKC was the major macrophage sub-population during MASH, they decreased during regression. LAM was the dominant macrophage sub-type during MASH regression and maintained Trem2 expression. Both MoKC and LAM were enriched in disease resolving pathways. Absence of TREM2 restricted the emergence of LAMs and formation of hepatic crown like structures (hCLS). TREM2+ macrophages are functionally important not only for restricting MASH-fibrosis progression, but also for effective regression of inflammation and fibrosis. TREM2+ MF are superior collagen degraders. Lack of TREM2+ macrophages also prevented elimination of hepatic steatosis and inactivation of HSC during regression, indicating their significance in metabolic co-ordination with other cell- types in the liver. TREM2 imparts this protective effect through multifactorial mechanisms, including improved phagocytosis, lipid-handling and collagen degradation.
2024-08-05 | GSE261829 | GEO
Project description:Patients with diabetes mellitus (DM) have an epidemiologically higher risk for hepatocellular carcinoma (HCC). In mouse models, administration of streptozotocin (STZ) induces insulin-dependent DM by causing islet beta-cell dysfunction and also induced hepatocellular carcinoma (HCC) after 12 weeks. We attempted to elucidate the carcinogenic mechanism in the precancerous state by using hepatic miRNAs and create precancerous marker using exosomal miRNA. Serum and liver tissues were collected from STZ mice and non-treated mice (CTL mice) at 6, 10 and 12W. Total RNA in liver and exosome were extracted. Histological examination in liver in HE stain and hepatic and exosomal miRNA analysis were serially performed. miRNA and mRNA was analyzed by next-generation sequencing (NGS). The raw data of NGS was analyzed by Principal Component analysis. No inflammation or fibrosis was found in the liver in CTL mice during the observation period. In STZ-treated mice, regeneration and inflammation of hepatocytes was found at 6W and then nodules of atypical hepatocytes were found at 10 and 12 W. Expression of let-7f-5p, miR-21a-5p, 22-3p, and 26a-5p in liver of STZ mice was significantly increased during 6-10W, and these miRNAs controlled several tumor suppressor genes as target genes. We also identified six novel miRNAs associated with precancerous status. Furthermore, miR-122-5p and miR-192-5p in exosome were significantly upregulated in STZ mice in precancerous state. The expression of miRNAs that regulate tumor suppressor genes was enhanced even before carcinogenesis, and the expression of these miRNAs was not affected by liver fibrosis. In addition, the expression pattern of miRNAs in exosome is expected to be a marker for predicting carcinogenesis. Patients with diabetes mellitus (DM) have an epidemiologically higher risk for hepatocellular carcinoma (HCC). In mouse models, administration of streptozotocin (STZ) induces insulin-dependent DM by causing islet beta-cell dysfunction and also induced hepatocellular carcinoma (HCC) after 12 weeks. We attempted to elucidate the carcinogenic mechanism in the precancerous state by using hepatic miRNAs and create precancerous marker using exosomal miRNA. Serum and liver tissues were collected from STZ mice and non-treated mice (CTL mice) at 6, 10 and 12W. Total RNA in liver and exosome were extracted. Histological examination in liver in HE stain and hepatic and exosomal miRNA analysis were serially performed. miRNA and mRNA was analyzed by next-generation sequencing (NGS). The raw data of NGS was analyzed by Principal Component analysis. No inflammation or fibrosis was found in the liver in CTL mice during the observation period. In STZ-treated mice, regeneration and inflammation of hepatocytes was found at 6W and then nodules of atypical hepatocytes were found at 10 and 12 W. Expression of let-7f-5p, miR-21a-5p, 22-3p, and 26a-5p in liver of STZ mice was significantly increased during 6-10W, and these miRNAs controlled several tumor suppressor genes as target genes. We also identified six novel miRNAs associated with precancerous status. Furthermore, miR-122-5p and miR-192-5p in exosome were significantly upregulated in STZ mice in precancerous state. The expression of miRNAs that regulate tumor suppressor genes was enhanced even before carcinogenesis, and the expression of these miRNAs was not affected by liver fibrosis. In addition, the expression pattern of miRNAs in exosome is expected to be a marker for predicting carcinogenesis. Patients with diabetes mellitus (DM) have an epidemiologically higher risk for hepatocellular carcinoma (HCC). In mouse models, administration of streptozotocin (STZ) induces insulin-dependent DM by causing islet beta-cell dysfunction and also induced hepatocellular carcinoma (HCC) after 12 weeks. We attempted to elucidate the carcinogenic mechanism in the precancerous state by using hepatic miRNAs and create precancerous marker using exosomal miRNA. Serum and liver tissues were collected from STZ mice and non-treated mice (CTL mice) at 6, 10 and 12W. Total RNA in liver and exosome were extracted. Histological examination in liver in HE stain and hepatic and exosomal miRNA analysis were serially performed. miRNA and mRNA was analyzed by next-generation sequencing (NGS). The raw data of NGS was analyzed by Principal Component analysis. No inflammation or fibrosis was found in the liver in CTL mice during the observation period. In STZ-treated mice, regeneration and inflammation of hepatocytes was found at 6W and then nodules of atypical hepatocytes were found at 10 and 12 W. Expression of let-7f-5p, miR-21a-5p, 22-3p, and 26a-5p in liver of STZ mice was significantly increased during 6-10W, and these miRNAs controlled several tumor suppressor genes as target genes. We also identified six novel miRNAs associated with precancerous status. Furthermore, miR-122-5p and miR-192-5p in exosome were significantly upregulated in STZ mice in precancerous state. The expression of miRNAs that regulate tumor suppressor genes was enhanced even before carcinogenesis, and the expression of these miRNAs was not affected by liver fibrosis. In addition, the expression pattern of miRNAs in exosome is expected to be a marker for predicting carcinogenesis.
2020-12-22 | GSE153581 | GEO
Project description:Patients with diabetes mellitus (DM) have an epidemiologically higher risk for hepatocellular carcinoma (HCC). In mouse models, administration of streptozotocin (STZ) induces insulin-dependent DM by causing islet beta-cell dysfunction and also induced hepatocellular carcinoma (HCC) after 12 weeks. We attempted to elucidate the carcinogenic mechanism in the precancerous state by using hepatic miRNAs and create precancerous marker using exosomal miRNA. Serum and liver tissues were collected from STZ mice and non-treated mice (CTL mice) at 6, 10 and 12W. Total RNA in liver and exosome were extracted. Histological examination in liver in HE stain and hepatic and exosomal miRNA analysis were serially performed. miRNA and mRNA was analyzed by next-generation sequencing (NGS). The raw data of NGS was analyzed by Principal Component analysis. No inflammation or fibrosis was found in the liver in CTL mice during the observation period. In STZ-treated mice, regeneration and inflammation of hepatocytes was found at 6W and then nodules of atypical hepatocytes were found at 10 and 12 W. Expression of let-7f-5p, miR-21a-5p, 22-3p, and 26a-5p in liver of STZ mice was significantly increased during 6-10W, and these miRNAs controlled several tumor suppressor genes as target genes. We also identified six novel miRNAs associated with precancerous status. Furthermore, miR-122-5p and miR-192-5p in exosome were significantly upregulated in STZ mice in precancerous state. The expression of miRNAs that regulate tumor suppressor genes was enhanced even before carcinogenesis, and the expression of these miRNAs was not affected by liver fibrosis. In addition, the expression pattern of miRNAs in exosome is expected to be a marker for predicting carcinogenesis. Patients with diabetes mellitus (DM) have an epidemiologically higher risk for hepatocellular carcinoma (HCC). In mouse models, administration of streptozotocin (STZ) induces insulin-dependent DM by causing islet beta-cell dysfunction and also induced hepatocellular carcinoma (HCC) after 12 weeks. We attempted to elucidate the carcinogenic mechanism in the precancerous state by using hepatic miRNAs and create precancerous marker using exosomal miRNA. Serum and liver tissues were collected from STZ mice and non-treated mice (CTL mice) at 6, 10 and 12W. Total RNA in liver and exosome were extracted. Histological examination in liver in HE stain and hepatic and exosomal miRNA analysis were serially performed. miRNA and mRNA was analyzed by next-generation sequencing (NGS). The raw data of NGS was analyzed by Principal Component analysis. No inflammation or fibrosis was found in the liver in CTL mice during the observation period. In STZ-treated mice, regeneration and inflammation of hepatocytes was found at 6W and then nodules of atypical hepatocytes were found at 10 and 12 W. Expression of let-7f-5p, miR-21a-5p, 22-3p, and 26a-5p in liver of STZ mice was significantly increased during 6-10W, and these miRNAs controlled several tumor suppressor genes as target genes. We also identified six novel miRNAs associated with precancerous status. Furthermore, miR-122-5p and miR-192-5p in exosome were significantly upregulated in STZ mice in precancerous state. The expression of miRNAs that regulate tumor suppressor genes was enhanced even before carcinogenesis, and the expression of these miRNAs was not affected by liver fibrosis. In addition, the expression pattern of miRNAs in exosome is expected to be a marker for predicting carcinogenesis. Patients with diabetes mellitus (DM) have an epidemiologically higher risk for hepatocellular carcinoma (HCC). In mouse models, administration of streptozotocin (STZ) induces insulin-dependent DM by causing islet beta-cell dysfunction and also induced hepatocellular carcinoma (HCC) after 12 weeks. We attempted to elucidate the carcinogenic mechanism in the precancerous state by using hepatic miRNAs and create precancerous marker using exosomal miRNA. Serum and liver tissues were collected from STZ mice and non-treated mice (CTL mice) at 6, 10 and 12W. Total RNA in liver and exosome were extracted. Histological examination in liver in HE stain and hepatic and exosomal miRNA analysis were serially performed. miRNA and mRNA was analyzed by next-generation sequencing (NGS). The raw data of NGS was analyzed by Principal Component analysis. No inflammation or fibrosis was found in the liver in CTL mice during the observation period. In STZ-treated mice, regeneration and inflammation of hepatocytes was found at 6W and then nodules of atypical hepatocytes were found at 10 and 12 W. Expression of let-7f-5p, miR-21a-5p, 22-3p, and 26a-5p in liver of STZ mice was significantly increased during 6-10W, and these miRNAs controlled several tumor suppressor genes as target genes. We also identified six novel miRNAs associated with precancerous status. Furthermore, miR-122-5p and miR-192-5p in exosome were significantly upregulated in STZ mice in precancerous state. The expression of miRNAs that regulate tumor suppressor genes was enhanced even before carcinogenesis, and the expression of these miRNAs was not affected by liver fibrosis. In addition, the expression pattern of miRNAs in exosome is expected to be a marker for predicting carcinogenesis.
2020-12-22 | GSE153580 | GEO
Project description:Background: Biomarkers for metabolic dysfunction-associated steatohepatitis (MASH) have been considered based on proteomic and lipidomic data from plasma and liver tissue without clinical benefits. This study evaluated proteomics-based plasma and liver tissue biomarkers collected simultaneously from patients with metabolic dysfunction-associated steatotic liver disease (MASLD).
Methods: Liver tissue samples and plasma samples were collected during liver biopsy for diagnosis. Untargeted proteomics was performed on 64 patients with MASLD.
Results: Twenty plasma proteins were up or downregulated in patients with MASH compared with those without MASH. The biomarkers utilizing the best combinations of these plasma proteins had an area under the receiver operating curve (AUROC) of 0.671 for detecting those with MASH compared with those without it. However, none of the 20 plasma proteins were represented among the significantly regulated liver tissue proteins in patients with MASH. Ten of them displayed a trend and relevance in liver tissue with MASLD progression. These ten plasma proteins had an AUROC of 0.793 for MASH identification and higher positive and negative predictive values.
Conclusion: The plasma and liver protein expressions of patients with MASH were not directly comparable. Plasma protein biomarkers that are also expressed in liver tissue can help improve MASH detection.
2024-06-07 | MSV000094959 | MassIVE