Robustness testing and optimization of an adverse outcome pathway on cholestatic liver injury
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PROVIDER: PRJNA639540 | ENA |
REPOSITORIES: ENA
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Project description:We used microarrays to provide a transcriptomic signature of different types of cholestasis evoked by 3 different drugs and obstructive surgery Adverse outcome pathways (AOPs) have been recently introduced as tools to map the mechanisms underlying toxic events relevant for chemical risk assessment. AOPs particularly depict the linkage between a molecular initiating event and an adverse outcome through a number of intermediate key events. An AOP has been previously introduced for cholestatic liver injury. The objective of this study was to test the robustness of this AOP for different types of cholestatic insult and the in vitro to in vivo extrapolation. For this purpose, in vitro samples from human hepatoma HepaRG cell cultures were exposed to cholestatic drugs (i.e. intrahepatic cholestasis), while in vivo samples were obtained from livers of cholestatic mice (i.e. extrahepatic cholestasis). The occurrence of cholestasis in vitro was confirmed through analysis of bile transporter functionality and bile acid analysis. Transcriptomic analysis revealed inflammation and oxidative stress as key events in both types of cholestatic liver injury. Major transcriptional differences between intrahepatic and extrahepatic cholestatic liver insults were observed at the level of cell death and metabolism. Novel key events identified by pathway analysis included endoplasmic reticulum stress in intrahepatic cholestasis, and autophagy and necroptosis in both intrahepatic as extrahepatic cholestasis. This study demonstrates that AOPs constitute dynamic tools that should be frequently updated with new input information.
2020-06-16 | GSE152494 | GEO
Project description:Bile acid accumulation and subsequent liver damage is a frequent adverse effect induced by drugs. Considerable efforts have therefore been focused on the introduction and characterization of tools that allow reliable prediction of this type of drug-induced liver injury. Among those are the cholestatic index and transcriptomic profiling, which are typically assessed in in vitro settings. The present study was set up to test the applicability of both tools to non-pharmaceutical compounds with cholestatic potential, including the industrial compound bis(2-ethylhexyl)phthalate, the cosmetic ingredients triclosan and octynoic acid, the herbicides paraquat and quizalofop-para-ethyl, and the food additives sunset yellow and tartrazine, in a human hepatoma cell culture model of cholestatic liver injury. The cholestatic index method showed cholestatic liability of sunset yellow, tartrazine and triclosan. Of those, tartrazine induced transcriptional changes reminiscent of the transcriptional profile of cholestatic drugs. Furthermore, a number of genes were found to be uniquely modulated by tartrazine, in accordance with the cholestatic drugs atazanavir, cyclosporin A and nefazodone, which may have potential as novel transcriptomic biomarkers of chemical-induced cholestatic liver injury. In conclusion, unambiguous identification of the non-pharmaceutical compounds tested in this study as inducers of cholestasis could not be achieved.
2021-03-18 | GSE169072 | GEO
Project description:Recently, we demonstrated that fermentation conditions strongly impact on subsequent survival of Lactococcus lactis strain MG1363 during heat and oxidative stress, two important parameters during spray drying. Moreover, employment of a transcriptome-phenotype matching approach revealed groups of genes associated with robustness towards heat and/or oxidative stress. To investigate if other strains have similar or distinct transcriptome signatures for robustness, we applied a similar transcriptome-robustness phenotype matching approach on the L. lactis strains IL1403, KF147 and SK11. These strains were employed in an identical fermentation regime as was performed earlier for strain MG1363 which consisted of twelve conditions, varying in the presence of salt and/or oxygen, as well as fermentation temperature and pH. In the exponential phase of growth, cells were harvested for transcriptome analysis and assessment of heat and oxidative stress survival phenotypes. The variation in fermentation conditions resulted in differences in heat and oxidative stress survival up to five 10-log units. Effects of the fermentation conditions on stress survival of the L. lactis strains were typically strain-dependent, although the fermentation conditions had mainly similar effects on the growth characteristics of the different strains. Association of transcriptomes and robustness phenotypes identified highly strain-specific transcriptome signatures for robustness, indicating that multiple mechanism exist to increase robustness and, as a consequence, robustness of each strain requires individual optimization. However, a relatively small overlap in the transcriptome responses of the strains was also identified and this generic transcriptome signature included genes previously associated with stress (ctsR and lplL) and novel genes, including nanE and genes encoding transport proteins. The transcript levels of these genes can function as indicators of robustness and could aid in selection of fermentation parameters, potentially resulting in more optimal robustness during spray drying.
2015-12-24 | GSE72044 | GEO
Project description:Recently, we demonstrated that fermentation conditions strongly impact on subsequent survival of Lactococcus lactis strain MG1363 during heat and oxidative stress, two important parameters during spray drying. Moreover, employment of a transcriptome-phenotype matching approach revealed groups of genes associated with robustness towards heat and/or oxidative stress. To investigate if other strains have similar or distinct transcriptome signatures for robustness, we applied a similar transcriptome-robustness phenotype matching approach on the L. lactis strains IL1403, KF147 and SK11. These strains were employed in an identical fermentation regime as was performed earlier for strain MG1363 which consisted of twelve conditions, varying in the presence of salt and/or oxygen, as well as fermentation temperature and pH. In the exponential phase of growth, cells were harvested for transcriptome analysis and assessment of heat and oxidative stress survival phenotypes. The variation in fermentation conditions resulted in differences in heat and oxidative stress survival up to five 10-log units. Effects of the fermentation conditions on stress survival of the L. lactis strains were typically strain-dependent, although the fermentation conditions had mainly similar effects on the growth characteristics of the different strains. Association of transcriptomes and robustness phenotypes identified highly strain-specific transcriptome signatures for robustness, indicating that multiple mechanism exist to increase robustness and, as a consequence, robustness of each strain requires individual optimization. However, a relatively small overlap in the transcriptome responses of the strains was also identified and this generic transcriptome signature included genes previously associated with stress (ctsR and lplL) and novel genes, including nanE and genes encoding transport proteins. The transcript levels of these genes can function as indicators of robustness and could aid in selection of fermentation parameters, potentially resulting in more optimal robustness during spray drying.
2015-12-24 | GSE72043 | GEO
Project description:Recently, we demonstrated that fermentation conditions strongly impact on subsequent survival of Lactococcus lactis strain MG1363 during heat and oxidative stress, two important parameters during spray drying. Moreover, employment of a transcriptome-phenotype matching approach revealed groups of genes associated with robustness towards heat and/or oxidative stress. To investigate if other strains have similar or distinct transcriptome signatures for robustness, we applied a similar transcriptome-robustness phenotype matching approach on the L. lactis strains IL1403, KF147 and SK11. These strains were employed in an identical fermentation regime as was performed earlier for strain MG1363 which consisted of twelve conditions, varying in the presence of salt and/or oxygen, as well as fermentation temperature and pH. In the exponential phase of growth, cells were harvested for transcriptome analysis and assessment of heat and oxidative stress survival phenotypes. The variation in fermentation conditions resulted in differences in heat and oxidative stress survival up to five 10-log units. Effects of the fermentation conditions on stress survival of the L. lactis strains were typically strain-dependent, although the fermentation conditions had mainly similar effects on the growth characteristics of the different strains. Association of transcriptomes and robustness phenotypes identified highly strain-specific transcriptome signatures for robustness, indicating that multiple mechanism exist to increase robustness and, as a consequence, robustness of each strain requires individual optimization. However, a relatively small overlap in the transcriptome responses of the strains was also identified and this generic transcriptome signature included genes previously associated with stress (ctsR and lplL) and novel genes, including nanE and genes encoding transport proteins. The transcript levels of these genes can function as indicators of robustness and could aid in selection of fermentation parameters, potentially resulting in more optimal robustness during spray drying.
2015-12-24 | GSE72042 | GEO
Project description:Cholestatic liver diseases are characterized by excessive accumulation of bile acids in the liver. The involvement of local tissue microenvironment in cholestatic diseases remains poorly understood. Here, we performed a comprehensive analysis of liver single-cell transcriptomic study of human cholestatic liver diseases. Our study involved 9 liver samples obtained from 7 patients diagnosed with hepatatrophia resulting from cholestasis. By utilizing single-cell data, we gained valuable insights into the specific functions of endothelial cells (EC) in response to chenodeoxycholic acid during cholestasis. The findings from our study hold the potential to lay the groundwork for personalized therapeutic approaches in the future, tailored to the individual needs of patients.
2023-07-22 | GSE237622 | GEO
Project description:Cholestatic injuries, featured with regional damage around the periportal, cause considerable mortality without curative therapies. It is technically challenging to dissect regional cell-cell interactions and molecular changes to fully understand cholangiopathies. Here, we generated a high-definition atlas of spatiotemporal transcriptome during cholestatic injury and repair. Remarkably, cholangiocytes functioned as a periportal hub by integrating signals from neighboring cells. We also dissected periportal damage, spatial heterogenous reprogramming and zonal regeneration, which appeared to be strongly associated with cholangiocyte. Moreover, spatiotemporal analyses revealed a key inhibitory rheostat for hepatocyte proliferation. Together, our study provides a comprehensive resource that is instrumental to demarcate regional cholestatic injury.
2022-12-02 | GSE219169 | GEO
Project description:Cholestasis is characterized by hepatic accumulation of cytotoxic bile acids (BAs), which often subsequentlyleads to liver injury, inflammation, fibrosis, and ultimately liver cirrhosis. Fibroblast growth factor 21 (FGF21) is a liver secreted hormone with pleiotropic effects on the homeostasis of glucose, lipid, and energy metabolism. However, whether hepatic FGF21 plays a role in cholestatic liver injury remains elusive. We found that serum and hepatic FGF21 levels were significantly increased in response to cholestatic liver injury. Hepatocyte-specific deletion of Fgf21 exacerbated hepatic accumulation of BAs, further accentuating liver injury. Consistently, administration of rFGF21 ameliorated cholestatic liver injury in α-naphthylisothiocyanate (ANIT)-treated and Mdr2 deficiency mice. Mechanically, FGF21 activated a hepatic FGFR4-JNK signaling pathway to decrease Cyp7a1 expression, thereby reducing hepatic BAs pool. Our study demonstrates that hepatic FGF21 functions as an adaptive stress-responsive signal to downregulate BA biosynthesis, thereby ameliorating cholestatic liver injury, and FGF21 analogs may represent a candidate therapy for cholestatic liver diseases.
2023-08-19 | GSE240733 | GEO
Project description:Ductular reactive (DR) cells exacerbate cholestatic liver injury and fibrosis. In this study we posited that tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) emanating from recruited macrophages restrains DR cell expansion by apoptosis, thereby limiting cholestatic liver injury. Cholestatic liver injury was induced in Wild type (WT), Trailfl/fl and in myeloid-specific Trail deleted (TrailΔmye) C57BL/6 mice using the DDC diet. The DDC diet induced injury and hepatomegaly. However, parameters of liver injury, fibrosis, ductular reaction and inflammation were all increased in the TrailΔmye mice as compared to the WT and Trailfl/fl mice. To better resolve the gene expression profile of cholangiocytes that may promote the recruitment of myeloid cells into the periportal neighborhood, we performed spatial transcriptomics on FPPE liver tissue sections from WT and TrailΔmye mice that were fed the control or DDC diet using the NanoString GeoMx DSP platform (Cat. No. 121401103, GeoMx NGS RNA WTA Mm).
2024-01-31 | GSE239667 | GEO
Project description:We characterize three subpopulations of cholestatic macrophages in pediatric patients with biliary atresia (BA) and Alagille syndrome (ALGS).
2020-12-22 | GSE163650 | GEO