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Network analysis reveals essential proteins that regulate sodium-iodide symporter expression in anaplastic thyroid carcinoma
Anaplastic thyroid carcinoma (ATC) is the most rare and lethal form of thyroid cancer and requires effective treatment. Efforts have been made to restore sodium-iodide symporter (NIS) expression in ATC cells where it has been downregulated, yet without complete success. Systems biology approaches ha...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7722919/ https://www.ncbi.nlm.nih.gov/pubmed/33293661 http://dx.doi.org/10.1038/s41598-020-78574-x |
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author | Rakhsh-Khorshid, Hassan Samimi, Hilda Torabi, Shukoofeh Sajjadi-Jazi, Sayed Mahmoud Samadi, Hamed Ghafouri, Fatemeh Asgari, Yazdan Haghpanah, Vahid |
author_facet | Rakhsh-Khorshid, Hassan Samimi, Hilda Torabi, Shukoofeh Sajjadi-Jazi, Sayed Mahmoud Samadi, Hamed Ghafouri, Fatemeh Asgari, Yazdan Haghpanah, Vahid |
author_sort | Rakhsh-Khorshid, Hassan |
collection | PubMed |
description | Anaplastic thyroid carcinoma (ATC) is the most rare and lethal form of thyroid cancer and requires effective treatment. Efforts have been made to restore sodium-iodide symporter (NIS) expression in ATC cells where it has been downregulated, yet without complete success. Systems biology approaches have been used to simplify complex biological networks. Here, we attempt to find more suitable targets in order to restore NIS expression in ATC cells. We have built a simplified protein interaction network including transcription factors and proteins involved in MAPK, TGFβ/SMAD, PI3K/AKT, and TSHR signaling pathways which regulate NIS expression, alongside proteins interacting with them. The network was analyzed, and proteins were ranked based on several centrality indices. Our results suggest that the protein interaction network of NIS expression regulation is modular, and distance-based and information-flow-based centrality indices may be better predictors of important proteins in such networks. We propose that the high-ranked proteins found in our analysis are expected to be more promising targets in attempts to restore NIS expression in ATC cells. |
format | Online Article Text |
id | pubmed-7722919 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-77229192020-12-09 Network analysis reveals essential proteins that regulate sodium-iodide symporter expression in anaplastic thyroid carcinoma Rakhsh-Khorshid, Hassan Samimi, Hilda Torabi, Shukoofeh Sajjadi-Jazi, Sayed Mahmoud Samadi, Hamed Ghafouri, Fatemeh Asgari, Yazdan Haghpanah, Vahid Sci Rep Article Anaplastic thyroid carcinoma (ATC) is the most rare and lethal form of thyroid cancer and requires effective treatment. Efforts have been made to restore sodium-iodide symporter (NIS) expression in ATC cells where it has been downregulated, yet without complete success. Systems biology approaches have been used to simplify complex biological networks. Here, we attempt to find more suitable targets in order to restore NIS expression in ATC cells. We have built a simplified protein interaction network including transcription factors and proteins involved in MAPK, TGFβ/SMAD, PI3K/AKT, and TSHR signaling pathways which regulate NIS expression, alongside proteins interacting with them. The network was analyzed, and proteins were ranked based on several centrality indices. Our results suggest that the protein interaction network of NIS expression regulation is modular, and distance-based and information-flow-based centrality indices may be better predictors of important proteins in such networks. We propose that the high-ranked proteins found in our analysis are expected to be more promising targets in attempts to restore NIS expression in ATC cells. Nature Publishing Group UK 2020-12-08 /pmc/articles/PMC7722919/ /pubmed/33293661 http://dx.doi.org/10.1038/s41598-020-78574-x Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Rakhsh-Khorshid, Hassan Samimi, Hilda Torabi, Shukoofeh Sajjadi-Jazi, Sayed Mahmoud Samadi, Hamed Ghafouri, Fatemeh Asgari, Yazdan Haghpanah, Vahid Network analysis reveals essential proteins that regulate sodium-iodide symporter expression in anaplastic thyroid carcinoma |
title | Network analysis reveals essential proteins that regulate sodium-iodide symporter expression in anaplastic thyroid carcinoma |
title_full | Network analysis reveals essential proteins that regulate sodium-iodide symporter expression in anaplastic thyroid carcinoma |
title_fullStr | Network analysis reveals essential proteins that regulate sodium-iodide symporter expression in anaplastic thyroid carcinoma |
title_full_unstemmed | Network analysis reveals essential proteins that regulate sodium-iodide symporter expression in anaplastic thyroid carcinoma |
title_short | Network analysis reveals essential proteins that regulate sodium-iodide symporter expression in anaplastic thyroid carcinoma |
title_sort | network analysis reveals essential proteins that regulate sodium-iodide symporter expression in anaplastic thyroid carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7722919/ https://www.ncbi.nlm.nih.gov/pubmed/33293661 http://dx.doi.org/10.1038/s41598-020-78574-x |
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