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Roles of mTOR in thoracic aortopathy understood by complex intracellular signaling interactions
Thoracic aortopathy–aneurysm, dissection, and rupture–is increasingly responsible for significant morbidity and mortality. Advances in medical genetics and imaging have improved diagnosis and thus enabled earlier prophylactic surgical intervention in many cases. There remains a pressing need, howeve...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700007/ https://www.ncbi.nlm.nih.gov/pubmed/34898595 http://dx.doi.org/10.1371/journal.pcbi.1009683 |
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author | Estrada, Ana C. Irons, Linda Rego, Bruno V. Li, Guangxin Tellides, George Humphrey, Jay D. |
author_facet | Estrada, Ana C. Irons, Linda Rego, Bruno V. Li, Guangxin Tellides, George Humphrey, Jay D. |
author_sort | Estrada, Ana C. |
collection | PubMed |
description | Thoracic aortopathy–aneurysm, dissection, and rupture–is increasingly responsible for significant morbidity and mortality. Advances in medical genetics and imaging have improved diagnosis and thus enabled earlier prophylactic surgical intervention in many cases. There remains a pressing need, however, to understand better the underlying molecular and cellular mechanisms with the hope of finding robust pharmacotherapies. Diverse studies in patients and mouse models of aortopathy have revealed critical changes in multiple smooth muscle cell signaling pathways that associate with disease, yet integrating information across studies and models has remained challenging. We present a new quantitative network model that includes many of the key smooth muscle cell signaling pathways and validate the model using a detailed data set that focuses on hyperactivation of the mechanistic target of rapamycin (mTOR) pathway and its inhibition using rapamycin. We show that the model can be parameterized to capture the primary experimental findings both qualitatively and quantitatively. We further show that simulating a population of cells by varying receptor reaction weights leads to distinct proteomic clusters within the population, and that these clusters emerge due to a bistable switch driven by positive feedback in the PI3K/AKT/mTOR signaling pathway. |
format | Online Article Text |
id | pubmed-8700007 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-87000072021-12-24 Roles of mTOR in thoracic aortopathy understood by complex intracellular signaling interactions Estrada, Ana C. Irons, Linda Rego, Bruno V. Li, Guangxin Tellides, George Humphrey, Jay D. PLoS Comput Biol Research Article Thoracic aortopathy–aneurysm, dissection, and rupture–is increasingly responsible for significant morbidity and mortality. Advances in medical genetics and imaging have improved diagnosis and thus enabled earlier prophylactic surgical intervention in many cases. There remains a pressing need, however, to understand better the underlying molecular and cellular mechanisms with the hope of finding robust pharmacotherapies. Diverse studies in patients and mouse models of aortopathy have revealed critical changes in multiple smooth muscle cell signaling pathways that associate with disease, yet integrating information across studies and models has remained challenging. We present a new quantitative network model that includes many of the key smooth muscle cell signaling pathways and validate the model using a detailed data set that focuses on hyperactivation of the mechanistic target of rapamycin (mTOR) pathway and its inhibition using rapamycin. We show that the model can be parameterized to capture the primary experimental findings both qualitatively and quantitatively. We further show that simulating a population of cells by varying receptor reaction weights leads to distinct proteomic clusters within the population, and that these clusters emerge due to a bistable switch driven by positive feedback in the PI3K/AKT/mTOR signaling pathway. Public Library of Science 2021-12-13 /pmc/articles/PMC8700007/ /pubmed/34898595 http://dx.doi.org/10.1371/journal.pcbi.1009683 Text en © 2021 Estrada et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Estrada, Ana C. Irons, Linda Rego, Bruno V. Li, Guangxin Tellides, George Humphrey, Jay D. Roles of mTOR in thoracic aortopathy understood by complex intracellular signaling interactions |
title | Roles of mTOR in thoracic aortopathy understood by complex intracellular signaling interactions |
title_full | Roles of mTOR in thoracic aortopathy understood by complex intracellular signaling interactions |
title_fullStr | Roles of mTOR in thoracic aortopathy understood by complex intracellular signaling interactions |
title_full_unstemmed | Roles of mTOR in thoracic aortopathy understood by complex intracellular signaling interactions |
title_short | Roles of mTOR in thoracic aortopathy understood by complex intracellular signaling interactions |
title_sort | roles of mtor in thoracic aortopathy understood by complex intracellular signaling interactions |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700007/ https://www.ncbi.nlm.nih.gov/pubmed/34898595 http://dx.doi.org/10.1371/journal.pcbi.1009683 |
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