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Mapping transcriptional heterogeneity and metabolic networks in fatty livers at single-cell resolution

Laetitia Coassolo, Tianyun Liu, Yunshin Jung, Nikki P. Taylor, Meng Zhao, Gregory W. Charville, Silas Boye Nissen, Hannele Yki‐Järvinen, Russ B. Altman, Katrin J. Svensson

2022iScience13 citationsDOIOpen Access PDF

Abstract

is not predictive of hepatic lipid accumulation, suggestive of other drivers of lipid metabolism. By combining transcriptional data at single-cell resolution with computational network analyses, we find that NAFLD is associated with high constitutive androstane receptor (CAR) expression. Mechanistically, CAR interacts with four functional modules: cholesterol homeostasis, bile acid metabolism, fatty acid metabolism, and estrogen response. Nuclear expression of CAR positively correlates with steatohepatitis in human livers. These findings demonstrate significant cellular differences in lipid signatures and identify functional networks linked to hepatic steatosis in mice and humans.

Topics & Concepts

Computational biologySingle-cell analysisResolution (logic)ChemistryCellBiochemistryBiologyComputer scienceArtificial intelligenceLiver Disease Diagnosis and TreatmentDiet and metabolism studiesAdipose Tissue and Metabolism
Mapping transcriptional heterogeneity and metabolic networks in fatty livers at single-cell resolution | Litcius