iScienceSystems BiologyPeer-reviewed journal article
Transcriptomic signatures of progressive and regressive liver fibrosis and portal hypertension
Oleksandr PetrenkoiD, Philipp KönigshoferiD, Ksenia BrusilovskayaiD, Benedikt HoferiD, Katharina Bareiner, Benedikt SimbrunneriD, Frank JühlingiD, Thomas F. BaumertiD, Joachim LupbergeriD, Michael A TrauneriD, Stefan G. KauschkeiD, Larissa Pfisterer, Eric Simon, André F. RendeiroiD, Laura P. M. H. de RooijiD, Philipp SchwabliD, Thomas ReibergeriD
Abstract
Persistent liver injury triggers a fibrogenic program that causes pathologic remodelling of the hepatic microenvironment (i.e., liver fibrosis) and portal hypertension. The dynamics of gene regulation during liver disease progression and regression remain understudied. Here, we generated hepatic transcriptome profiles in two well-established liver disease models at peak fibrosis and during spontaneous regression after the removal of the inducing agents. We linked the dynamics of key liver disease readouts, such as portal pressure, collagen proportionate area, and transaminase serum levels, to most differentially expressed genes, enabling the identification of transcriptomic signatures of progressive vs. regressive liver fibrosis and portal hypertension. These candidate biomarkers (e.g., Scube1, Tcf4, Src, Hmga1, Trem2, Mafk, Mmp7) were also validated in RNA-seq datasets of patients with cirrhosis and portal hypertension. Finally, deconvolution analysis identified major cell types and suggested an association of macrophage and portal hepatocyte signatures with portal hypertension and fibrosis area in both models.
- organism: mouse
- assay: bulk RNA-seq
- research focus: differential expression
- approach: statistical model
- Citations
- 14
- FWCI
- 3.66
- Field percentile
- top 6%
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