Omics-based insights into human liver reveal GTPase-driven mechanisms of MASLD progression in obesity

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Abstract

Metabolic dysfunction-associated steatotic liver disease (MASLD) is generally asymptomatic in the early stages but, without appropriate intervention, it can progress to severe liver morbidities. To elucidate the molecular mechanisms of early development of MASLD, we performed transcriptomic analysis on liver biopsies and metabolomic analysis on liver and plasma samples from 109 obese individuals with no liver pathology or early stages of MASLD. The liver metabolome is remodeled by the parenchymal accumulation of neutral lipids, whereas the plasma metabolome displayed little differences. The liver transcriptome revealed that the progression of steatosis and fibrosis is characterized by distinct gene expression signatures. While metabolic remodeling characterizes steatosis, global rewiring of gene expression underpins fibrosis progression. Importantly, GTPases and their regulators were identified as a novel signature for the transition from steatosis to fibrosis. GTPase genes and their regulators were associated with hepatic fibrosis grades and co-expressed with TGF-β signaling. We further verified the involvement of GTPase regulation in fibrogenesis in HSC-like LX-2 cells and a 3D liver spheroid model of primary human hepatocytes and non-parenchymal cells. Our study suggests that modulation of GTPase signaling is a potential therapeutic entry point for the treatment of early liver fibrosis in MASLD.

Highlights

  • Liver metabolome remodeling is marked by accumulation of neutral lipids and relative reduction of glycerophospholipids and sphingolipids. Changes in the plasma metabolome were poorly correlated with the changes in the liver metabolome in early-stage MASLD.

  • Steatosis is closely linked to metabolic remodeling, whereas fibrosis progression is associated with global rewiring of gene expression.

  • Over 200 genes were identified as progressive markers for fibrosis progression.

  • GTPase signaling emerged as the top enriched pathway involved in the transition from non-fibrotic steatosis to the onset of fibrosis. The involvement of GTPase and its regulation in liver fibrogenesis was validated in a 3D spheroid MASH model. Pharmacological-mediated GTPase inhibition hindered collagen production in HSC-like LX-2 cells.

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