Abstract

BackgroundDeregulation in lipid metabolism leads to the onset of hepatic steatosis while at subsequent stages of disease development, the induction of inflammation, marks the transition of steatosis to non-alcoholic steatohepatitis. While differential gene expression unveils individual genes that are deregulated at different stages of disease development, how the whole transcriptome is deregulated in steatosis remains unclear.MethodsUsing outbred deer mice fed with high fat as a model, we assessed the correlation of each transcript with every other transcript in the transcriptome. The onset of steatosis in the liver was also evaluated histologically.ResultsOur results indicate that transcriptional reprogramming directing immune cell engagement proceeds robustly, even in the absence of histologically detectable steatosis, following administration of high fat diet. In the liver transcriptomes of animals with steatosis, a preference for the engagement of regulators of T cell activation and myeloid leukocyte differentiation was also recorded as opposed to the steatosis-free livers at which non-specific lymphocytic activation was seen. As compared to controls, in the animals with steatosis, transcriptome was subjected to more widespread reorganization while in the animals without steatosis, reorganization was less extensive. Comparison of the steatosis and non-steatosis livers showed high retention of coordination suggesting that diet supersedes pathology in shaping the transcriptome’s profile.ConclusionsThis highly versatile strategy suggests that the molecular changes inducing inflammation proceed robustly even before any evidence of steatohepatitis is recorded, either histologically or by differential expression analysis.

Highlights

  • Non-alcoholic steatohepatitis (NASH) develops in livers that have accumulated histopathological changes associated with hepatic steatosis and are reflected to the differential expression of genes linked to the induction of inflammation [1,2,3]

  • Variable response to high fat diet administration (HFD) in outbred deer mice Earlier studies showed that P. maniculatus exhibits variable response to HFD

  • Histology revealed the presence of steatosis in 5 out of 10 animals that received HFD (Fig. 1b)

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Summary

Introduction

Non-alcoholic steatohepatitis (NASH) develops in livers that have accumulated histopathological changes associated with hepatic steatosis and are reflected to the differential expression of genes linked to the induction of inflammation [1,2,3]. Zhang et al BMC Genomics (2021) 22:454 changes in expression, usually illuminate full-fledged pathology while subtle alterations, despite their potential significance may remain unnoticeable To overcome these limitations, we have proposed a novel strategy that instead of the expression levels of individual transcripts takes into consideration the degree of correlation of expression of each transcript with every other transcript in the transcriptome. We have proposed a novel strategy that instead of the expression levels of individual transcripts takes into consideration the degree of correlation of expression of each transcript with every other transcript in the transcriptome Evaluation of this coordination profile of the whole liver transcriptome at different disease stages, may provide hints regarding the underlying molecular changes that conventional, differential expression analysis cannot. While differential gene expression unveils individual genes that are deregulated at different stages of disease development, how the whole transcriptome is deregulated in steatosis remains unclear

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