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Identification of the Potential Molecular Mechanisms Linking RUNX1 Activity with Nonalcoholic Fatty Liver Disease, by Means of Systems Biology
Nonalcoholic fatty liver disease (NAFLD) is the most prevalent chronic hepatic disease; nevertheless, no definitive diagnostic method exists yet, apart from invasive liver biopsy, and nor is there a specific approved treatment. Runt-related transcription factor 1 (RUNX1) plays a major role in angiog...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9219880/ https://www.ncbi.nlm.nih.gov/pubmed/35740337 http://dx.doi.org/10.3390/biomedicines10061315 |
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author | Bertran, Laia Eigbefoh-Addeh, Ailende Portillo-Carrasquer, Marta Barrientos-Riosalido, Andrea Binetti, Jessica Aguilar, Carmen Ugarte Chicote, Javier Bartra, Helena Artigas, Laura Coma, Mireia Richart, Cristóbal Auguet, Teresa |
author_facet | Bertran, Laia Eigbefoh-Addeh, Ailende Portillo-Carrasquer, Marta Barrientos-Riosalido, Andrea Binetti, Jessica Aguilar, Carmen Ugarte Chicote, Javier Bartra, Helena Artigas, Laura Coma, Mireia Richart, Cristóbal Auguet, Teresa |
author_sort | Bertran, Laia |
collection | PubMed |
description | Nonalcoholic fatty liver disease (NAFLD) is the most prevalent chronic hepatic disease; nevertheless, no definitive diagnostic method exists yet, apart from invasive liver biopsy, and nor is there a specific approved treatment. Runt-related transcription factor 1 (RUNX1) plays a major role in angiogenesis and inflammation; however, its link with NAFLD is unclear as controversial results have been reported. Thus, the objective of this work was to determine the proteins involved in the molecular mechanisms between RUNX1 and NAFLD, by means of systems biology. First, a mathematical model that simulates NAFLD pathophysiology was generated by analyzing Anaxomics databases and reviewing available scientific literature. Artificial neural networks established NAFLD pathophysiological processes functionally related to RUNX1: hepatic insulin resistance, lipotoxicity, and hepatic injury-liver fibrosis. Our study indicated that RUNX1 might have a high relationship with hepatic injury-liver fibrosis, and a medium relationship with lipotoxicity and insulin resistance motives. Additionally, we found five RUNX1-regulated proteins with a direct involvement in NAFLD motives, which were NFκB1, NFκB2, TNF, ADIPOQ, and IL-6. In conclusion, we suggested a relationship between RUNX1 and NAFLD since RUNX1 seems to regulate NAFLD molecular pathways, posing it as a potential therapeutic target of NAFLD, although more studies in this field are needed. |
format | Online Article Text |
id | pubmed-9219880 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92198802022-06-24 Identification of the Potential Molecular Mechanisms Linking RUNX1 Activity with Nonalcoholic Fatty Liver Disease, by Means of Systems Biology Bertran, Laia Eigbefoh-Addeh, Ailende Portillo-Carrasquer, Marta Barrientos-Riosalido, Andrea Binetti, Jessica Aguilar, Carmen Ugarte Chicote, Javier Bartra, Helena Artigas, Laura Coma, Mireia Richart, Cristóbal Auguet, Teresa Biomedicines Article Nonalcoholic fatty liver disease (NAFLD) is the most prevalent chronic hepatic disease; nevertheless, no definitive diagnostic method exists yet, apart from invasive liver biopsy, and nor is there a specific approved treatment. Runt-related transcription factor 1 (RUNX1) plays a major role in angiogenesis and inflammation; however, its link with NAFLD is unclear as controversial results have been reported. Thus, the objective of this work was to determine the proteins involved in the molecular mechanisms between RUNX1 and NAFLD, by means of systems biology. First, a mathematical model that simulates NAFLD pathophysiology was generated by analyzing Anaxomics databases and reviewing available scientific literature. Artificial neural networks established NAFLD pathophysiological processes functionally related to RUNX1: hepatic insulin resistance, lipotoxicity, and hepatic injury-liver fibrosis. Our study indicated that RUNX1 might have a high relationship with hepatic injury-liver fibrosis, and a medium relationship with lipotoxicity and insulin resistance motives. Additionally, we found five RUNX1-regulated proteins with a direct involvement in NAFLD motives, which were NFκB1, NFκB2, TNF, ADIPOQ, and IL-6. In conclusion, we suggested a relationship between RUNX1 and NAFLD since RUNX1 seems to regulate NAFLD molecular pathways, posing it as a potential therapeutic target of NAFLD, although more studies in this field are needed. MDPI 2022-06-03 /pmc/articles/PMC9219880/ /pubmed/35740337 http://dx.doi.org/10.3390/biomedicines10061315 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Bertran, Laia Eigbefoh-Addeh, Ailende Portillo-Carrasquer, Marta Barrientos-Riosalido, Andrea Binetti, Jessica Aguilar, Carmen Ugarte Chicote, Javier Bartra, Helena Artigas, Laura Coma, Mireia Richart, Cristóbal Auguet, Teresa Identification of the Potential Molecular Mechanisms Linking RUNX1 Activity with Nonalcoholic Fatty Liver Disease, by Means of Systems Biology |
title | Identification of the Potential Molecular Mechanisms Linking RUNX1 Activity with Nonalcoholic Fatty Liver Disease, by Means of Systems Biology |
title_full | Identification of the Potential Molecular Mechanisms Linking RUNX1 Activity with Nonalcoholic Fatty Liver Disease, by Means of Systems Biology |
title_fullStr | Identification of the Potential Molecular Mechanisms Linking RUNX1 Activity with Nonalcoholic Fatty Liver Disease, by Means of Systems Biology |
title_full_unstemmed | Identification of the Potential Molecular Mechanisms Linking RUNX1 Activity with Nonalcoholic Fatty Liver Disease, by Means of Systems Biology |
title_short | Identification of the Potential Molecular Mechanisms Linking RUNX1 Activity with Nonalcoholic Fatty Liver Disease, by Means of Systems Biology |
title_sort | identification of the potential molecular mechanisms linking runx1 activity with nonalcoholic fatty liver disease, by means of systems biology |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9219880/ https://www.ncbi.nlm.nih.gov/pubmed/35740337 http://dx.doi.org/10.3390/biomedicines10061315 |
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