Dataset Information

Comparative proteomics of liver and plasma on the CDAA rat NASH model

ABSTRACT: Nonalcoholic steatohepatitis (NASH) is a major cause of liver fibrosis with increasing prevalence worldwide. Currently there are no approved drugs available. The development of new therapies is difficult as diagnosis and staging requires biopsies. Consequently, predictive plasma biomarkers would be useful for drug development. To identify new plasma biomarkers in a choline-deficient L-amino acid-defined diet rat NASH model we analyzed liver and plasma samples by proteomics, revealing disease relevant signatures and a high correlation between liver mRNA and protein changes. We developed a multi-dimensional attribute ranking approach integrating multi-omics data with liver histology and prior knowledge uncovering known human markers, but also novel candidates. Using regression analysis, we show that the top-ranked plasma markers were highly predictive for fibrosis in our model and hence can serve as preclinical plasma biomarkers. Our approach presented here illustrates the power of multi-omics analyses combined with plasma proteomics and is readily applicable to human biomarker discovery.

INSTRUMENT(S): Orbitrap Fusion Lumos

ORGANISM(S): Rattus Norvegicus (rat)

TISSUE(S): Blood Plasma, Liver

SUBMITTER: Daniel Veyel

LAB HEAD: Wolfgang Rist

PROVIDER: PXD014751 | Pride | 2020-01-28

REPOSITORIES: Pride

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Publications

Biomarker discovery for chronic liver diseases by multi-omics - a preclinical case study.

Veyel Daniel D Wenger Kathrin K Broermann Andre A Bretschneider Tom T Luippold Andreas H AH Krawczyk Bartlomiej B Rist Wolfgang W Simon Eric E

Scientific reports 20200128 1

Nonalcoholic steatohepatitis (NASH) is a major cause of liver fibrosis with increasing prevalence worldwide. Currently there are no approved drugs available. The development of new therapies is difficult as diagnosis and staging requires biopsies. Consequently, predictive plasma biomarkers would be useful for drug development. Here we present a multi-omics approach to characterize the molecular pathophysiology and to identify new plasma biomarkers in a choline-deficient L-amino acid-defined diet ...[more]

PMID: 31992752

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Project description:Objective: Nonalcoholic fatty liver disease (NAFLD) is linked to obesity and diabetes, suggesting an important role of adipose tissue in the pathogenesis of NAFLD. Here we aim to investigate the interaction between adipose tissue and liver in NAFLD, and identify potential early plasma markers that predict NASH. Research Design and Methods: C57Bl/6 mice were chronically fed a high fat diet to induce NAFLD and compared with mice fed low fat diet. Extensive histological and phenotypical analyses coupled with a time-course study of plasma proteins using multiplex assay was performed. Results: Mice exhibited pronounced heterogeneity in liver histological scoring, leading to classification into 4 subgroups: LF-low (LFL) responders displaying normal liver morphology, LF-high (LFH) responders showing benign hepatic steatosis, HF-low (HFL) responders displaying pre-NASH with macrovesicular lipid droplets, and HF-high (HFH) responders exhibiting overt NASH characterized by ballooning of hepatocytes, presence of Mallory bodies, and activated inflammatory cells. Compared to HFL responders, HFH mice gained weight more rapidly and exhibited adipose tissue dysfunction characterized by decreased final fat mass, enhanced macrophage infiltration and inflammation, and adipose tissue remodelling. Plasma haptoglobin, IL-1β, TIMP-1, adiponectin and leptin were significantly changed in HFH mice. Multivariate analysis indicated that in addition to leptin, plasma CRP, haptoglobin, eotaxin and MIP-1α early in the intervention were positively associated with liver triglycerides. Intermediate prognostic markers of liver triglycerides included IL-18, IL-1β, MIP-1γ and MIP-2, whereas insulin, TIMP-1, GCP-2 and MPO emerged as late markers. Conclusions: Our data support the existence of a tight relationship between adipose tissue dysfunction and NASH pathogenesis and point to several novel potential predictive biomarkers for NASH. Keywords: Expression profiling by array Male wildtype C57Bl/6 mice were fed LFD or HFD for 21 weeks. Mice were divided into 4 groups based on liver histology.

Project description:The liver has a remarkable capacity to regenerate and thus compensates for repeated injuries through toxic chemicals, drugs, alcohol, or malnutrition for decades. However, largely unknown is how and when alterations in the liver occur due to tolerable damaging insults. To that end, we induced repeated liver injuries over ten weeks in a mouse model injecting carbon tetrachloride (CCl4) twice a week. We lost 10% of the study animals within the first six weeks, which was accompanied by a steady deposition of extracellular matrix (ECM) regardless of metabolic activity of the liver. From week six onwards, all mice survived, and in these mice ECM deposition was rather reduced suggesting ECM remodelling as a liver response contributing to better coping with repeated injuries. The data of time-resolved paired transcriptome and proteome profiling of 18 mice was subjected to multi-level network inference, using Knowledge guided Multi-Omics Network inference (KiMONo), identified multi-level key markers exclusively associated with the injury-tolerant liver response. Interestingly, pathways of cancer and inflammation were lighting up and were validated using independent data sets compiled of 1034 samples from publicly available human cohorts. Interestingly, a yet undescribed link to lipid metabolism in this damage-tolerant phase was identified. Immunostaining revealed an unexpected accumulation of small lipid droplets (microvesicular steatosis) in parallel to a recovery of catabolic processes of the liver to pre-injury levels. Further, mild inflammation was experimentally validated. Taken together, we identified week six as a critical time point to switch the liver response program from an acute response that fosters ECM accumulation to a tolerant “survival” phase with pronounced deposition of small lipid droplets in hepatocytes potentially protecting against the repetitive injury with toxic chemicals. Our data suggest that microsteatosis formation plus a mild inflammatory state represent biomarkers and probably functional liver requirements to resist chronic damage.

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Project description:Nonalcoholic fatty liver disease (NAFLD) is becoming a primary cause of liver damage in Western society. Nonalcoholic steatohepatitis (NASH) is an advanced stage of NAFLD and may lead to liver cancer. Our previous long-term murine studies have shown the beneficial role of Aquamin, a red marine algae-derived (calcium, magnesium, additional trace elements-rich) supplement, in reducing liver injury and decreasing liver tumor incidence. The main objective of the study was to determine how manifestations and effects of NASH can be mitigated using Aquamin. We hypothesized that mice on a high-fat Western diet (HFWD) with minerals would exhibit less liver injury than mice on a HFWD without minerals. Methods: Two cohorts of MS-NASH mice (8-week-old) were placed on a HFWD with and without minerals for 16 weeks. An additional cohort of MS-NASH mice on the same HFWD was treated with obeticholic acid (OCA). C57BL/6 mice on a regular chow were included as a control. During the in-life phase of the study, weight changes were assessed weekly. At termination, livers were histologically assessed for steatosis and fibrosis by using hematoxylin and eosin, and picrosirius red staining. Liver tissue samples were also subjected to tandem mass tag (TMT) mass-spectroscopic proteomics for protein expression profile in individual mice. Results: Mice on HFWD gained more weight than mice on control diet, but there was no overall change in weight for mice on HFWD, irrespective of interventions. On histological assessment, there was no difference in steatosis between the two high-fat groups, but mice on Aquamin showed reduced picrosirius red staining or collagen deposition as compared to placebo on HFWD mice. Regarding proteomic profile, there was a clear distinction among control and HFWD groups. Placebo (on HFWD) mice were used for comparison. Aquamin intervention altered 91 proteins while OCA altered 84 proteins in liver samples with a 2-fold change. Of these, 57 proteins were common between Aquamin and OCA. Most of the proteins were upregulated. Aquamin upregulated 39 unique pathways (with a p-value <0.05) as assessed by the Reactome database. Some of the pathways significantly impacted by Aquamin were formation of cornified envelope; keratinization; gap junction assembly; type I hemidesmosome assembly; apoptosis-related; plasma lipoprotein assembly, remodeling and clearance; and hedgehog “off” state pathways. Proteins downregulated by OCA are mainly involved in the synthesis of bile acids and bile salts. Conclusion: The addition of dietary minerals may play a protective role in interfering with downstream advancement from steatosis to NASH. Our studies provide mechanistic insight into how mineral supplementation may contribute to the reduction in liver injury and tumor formation (one of the most devastating consequences) of fatty liver disease in the context of HFWD-induced steatosis.

Dataset Information

Comparative proteomics of liver and plasma on the CDAA rat NASH model

Publications

Biomarker discovery for chronic liver diseases by multi-omics - a preclinical case study.

Similar Datasets

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