Cargando…

Emergent Properties of the HNF4α-PPARγ Network May Drive Consequent Phenotypic Plasticity in NAFLD

Non-alcoholic fatty liver disease (NAFLD) is the most common form of chronic liver disease in adults and children. It is characterized by excessive accumulation of lipids in the hepatocytes of patients without any excess alcohol intake. With a global presence of 24% and limited therapeutic options,...

Descripción completa

Detalles Bibliográficos
Autores principales: Sahoo, Sarthak, Singh, Divyoj, Chakraborty, Priyanka, Jolly, Mohit Kumar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7141525/
https://www.ncbi.nlm.nih.gov/pubmed/32235813
http://dx.doi.org/10.3390/jcm9030870
_version_ 1783519212049793024
author Sahoo, Sarthak
Singh, Divyoj
Chakraborty, Priyanka
Jolly, Mohit Kumar
author_facet Sahoo, Sarthak
Singh, Divyoj
Chakraborty, Priyanka
Jolly, Mohit Kumar
author_sort Sahoo, Sarthak
collection PubMed
description Non-alcoholic fatty liver disease (NAFLD) is the most common form of chronic liver disease in adults and children. It is characterized by excessive accumulation of lipids in the hepatocytes of patients without any excess alcohol intake. With a global presence of 24% and limited therapeutic options, the disease burden of NAFLD is increasing. Thus, it becomes imperative to attempt to understand the dynamics of disease progression at a systems-level. Here, we decoded the emergent dynamics of underlying gene regulatory networks that were identified to drive the initiation and the progression of NAFLD. We developed a mathematical model to elucidate the dynamics of the HNF4α-PPARγ gene regulatory network. Our simulations reveal that this network can enable multiple co-existing phenotypes under certain biological conditions: an adipocyte, a hepatocyte, and a “hybrid” adipocyte-like state of the hepatocyte. These phenotypes may also switch among each other, thus enabling phenotypic plasticity and consequently leading to simultaneous deregulation of the levels of molecules that maintain a hepatic identity and/or facilitate a partial or complete acquisition of adipocytic traits. These predicted trends are supported by the analysis of clinical data, further substantiating the putative role of phenotypic plasticity in driving NAFLD. Our results unravel how the emergent dynamics of underlying regulatory networks can promote phenotypic plasticity, thereby propelling the clinically observed changes in gene expression often associated with NAFLD.
format Online
Article
Text
id pubmed-7141525
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-71415252020-04-15 Emergent Properties of the HNF4α-PPARγ Network May Drive Consequent Phenotypic Plasticity in NAFLD Sahoo, Sarthak Singh, Divyoj Chakraborty, Priyanka Jolly, Mohit Kumar J Clin Med Article Non-alcoholic fatty liver disease (NAFLD) is the most common form of chronic liver disease in adults and children. It is characterized by excessive accumulation of lipids in the hepatocytes of patients without any excess alcohol intake. With a global presence of 24% and limited therapeutic options, the disease burden of NAFLD is increasing. Thus, it becomes imperative to attempt to understand the dynamics of disease progression at a systems-level. Here, we decoded the emergent dynamics of underlying gene regulatory networks that were identified to drive the initiation and the progression of NAFLD. We developed a mathematical model to elucidate the dynamics of the HNF4α-PPARγ gene regulatory network. Our simulations reveal that this network can enable multiple co-existing phenotypes under certain biological conditions: an adipocyte, a hepatocyte, and a “hybrid” adipocyte-like state of the hepatocyte. These phenotypes may also switch among each other, thus enabling phenotypic plasticity and consequently leading to simultaneous deregulation of the levels of molecules that maintain a hepatic identity and/or facilitate a partial or complete acquisition of adipocytic traits. These predicted trends are supported by the analysis of clinical data, further substantiating the putative role of phenotypic plasticity in driving NAFLD. Our results unravel how the emergent dynamics of underlying regulatory networks can promote phenotypic plasticity, thereby propelling the clinically observed changes in gene expression often associated with NAFLD. MDPI 2020-03-22 /pmc/articles/PMC7141525/ /pubmed/32235813 http://dx.doi.org/10.3390/jcm9030870 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sahoo, Sarthak
Singh, Divyoj
Chakraborty, Priyanka
Jolly, Mohit Kumar
Emergent Properties of the HNF4α-PPARγ Network May Drive Consequent Phenotypic Plasticity in NAFLD
title Emergent Properties of the HNF4α-PPARγ Network May Drive Consequent Phenotypic Plasticity in NAFLD
title_full Emergent Properties of the HNF4α-PPARγ Network May Drive Consequent Phenotypic Plasticity in NAFLD
title_fullStr Emergent Properties of the HNF4α-PPARγ Network May Drive Consequent Phenotypic Plasticity in NAFLD
title_full_unstemmed Emergent Properties of the HNF4α-PPARγ Network May Drive Consequent Phenotypic Plasticity in NAFLD
title_short Emergent Properties of the HNF4α-PPARγ Network May Drive Consequent Phenotypic Plasticity in NAFLD
title_sort emergent properties of the hnf4α-pparγ network may drive consequent phenotypic plasticity in nafld
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7141525/
https://www.ncbi.nlm.nih.gov/pubmed/32235813
http://dx.doi.org/10.3390/jcm9030870
work_keys_str_mv AT sahoosarthak emergentpropertiesofthehnf4appargnetworkmaydriveconsequentphenotypicplasticityinnafld
AT singhdivyoj emergentpropertiesofthehnf4appargnetworkmaydriveconsequentphenotypicplasticityinnafld
AT chakrabortypriyanka emergentpropertiesofthehnf4appargnetworkmaydriveconsequentphenotypicplasticityinnafld
AT jollymohitkumar emergentpropertiesofthehnf4appargnetworkmaydriveconsequentphenotypicplasticityinnafld