Core Liver Homeostatic Co-Expression Networks Are Preserved But Respond to Perturbations in an Organism- and Disease-Specific Manner Publisher Pubmed



Esmaili S^{1, 2} ; Langfelder P³ ; Belgard TG⁴ ; Vitale D¹ ; Azardaryany MK¹ ; Alipour Talesh G¹ ; Ramezanimoghadam M¹ ; Ho V¹ ; Dvorkin D⁴ ; Dervish S⁵ ; Gloss BS⁵ ; Gronbaek H⁶ ; Liddle C¹ ; George J¹
Source: Cell Systems Published:2021

Abstract

Findings about chronic complex diseases are difficult to extrapolate from animal models to humans. We reason that organs may have core network modules that are preserved between species and are predictably altered when homeostasis is disrupted. To test this idea, we perturbed hepatic homeostasis in mice by dietary challenge and compared the liver transcriptome with that in human fatty liver disease and liver cancer. Co-expression module preservation analysis pointed to alterations in immune responses and metabolism (core modules) in both human and mouse datasets. The extent of derailment in core modules was predictive of survival in the cancer genome atlas (TCGA) liver cancer dataset. We identified module eigengene quantitative trait loci (module-eQTL) for these predictive co-expression modules, targeting of which may resolve homeostatic perturbations and improve patient outcomes. The framework presented can be used to understand homeostasis at systems levels in pre-clinical models and in humans. A record of this paper's transparent peer review process is included in the supplemental information. © 2021 The Authors