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Notch signaling pathway: a comprehensive prognostic and gene expression profile analysis in breast cancer
Breast cancer is a complex disease exhibiting a great degree of heterogeneity due to different molecular subtypes. Notch signaling regulates the differentiation of breast epithelial cells during normal development and plays a crucial role in breast cancer progression through the abnormal expression...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9730604/ https://www.ncbi.nlm.nih.gov/pubmed/36476410 http://dx.doi.org/10.1186/s12885-022-10383-z |
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author | Yousefi, Hassan Bahramy, Afshin Zafari, Narges Delavar, Mahsa Rostamian Nguyen, Khoa Haghi, Atousa Kandelouei, Tahmineh Vittori, Cecilia Jazireian, Parham Maleki, Sajad Imani, Danyal Moshksar, Amin Bitaraf, Amirreza Babashah, Sadegh |
author_facet | Yousefi, Hassan Bahramy, Afshin Zafari, Narges Delavar, Mahsa Rostamian Nguyen, Khoa Haghi, Atousa Kandelouei, Tahmineh Vittori, Cecilia Jazireian, Parham Maleki, Sajad Imani, Danyal Moshksar, Amin Bitaraf, Amirreza Babashah, Sadegh |
author_sort | Yousefi, Hassan |
collection | PubMed |
description | Breast cancer is a complex disease exhibiting a great degree of heterogeneity due to different molecular subtypes. Notch signaling regulates the differentiation of breast epithelial cells during normal development and plays a crucial role in breast cancer progression through the abnormal expression of the Notch up-and down-stream effectors. To date, there are only a few patient-centered clinical studies using datasets characterizing the role of Notch signaling pathway regulators in breast cancer; thus, we investigate the role and functionality of these factors in different subtypes using publicly available databases containing records from large studies. High-throughput genomic data and clinical information extracted from TCGA were analyzed. We performed Kaplan–Meier survival and differential gene expression analyses using the HALLMARK_NOTCH_SIGNALING gene set. To determine if epigenetic regulation of the Notch regulators contributes to their expression, we analyzed methylation levels of these factors using the TCGA HumanMethylation450 Array data. Notch receptors and ligands expression is generally associated with the tumor subtype, grade, and stage. Furthermore, we showed gene expression levels of most Notch factors were associated with DNA methylation rate. Modulating the expression levels of Notch receptors and effectors can be a potential therapeutic approach for breast cancer. As we outline herein, elucidating the novel prognostic and regulatory roles of Notch implicate this pathway as an essential mediator controlling breast cancer progression. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-022-10383-z. |
format | Online Article Text |
id | pubmed-9730604 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97306042022-12-09 Notch signaling pathway: a comprehensive prognostic and gene expression profile analysis in breast cancer Yousefi, Hassan Bahramy, Afshin Zafari, Narges Delavar, Mahsa Rostamian Nguyen, Khoa Haghi, Atousa Kandelouei, Tahmineh Vittori, Cecilia Jazireian, Parham Maleki, Sajad Imani, Danyal Moshksar, Amin Bitaraf, Amirreza Babashah, Sadegh BMC Cancer Research Breast cancer is a complex disease exhibiting a great degree of heterogeneity due to different molecular subtypes. Notch signaling regulates the differentiation of breast epithelial cells during normal development and plays a crucial role in breast cancer progression through the abnormal expression of the Notch up-and down-stream effectors. To date, there are only a few patient-centered clinical studies using datasets characterizing the role of Notch signaling pathway regulators in breast cancer; thus, we investigate the role and functionality of these factors in different subtypes using publicly available databases containing records from large studies. High-throughput genomic data and clinical information extracted from TCGA were analyzed. We performed Kaplan–Meier survival and differential gene expression analyses using the HALLMARK_NOTCH_SIGNALING gene set. To determine if epigenetic regulation of the Notch regulators contributes to their expression, we analyzed methylation levels of these factors using the TCGA HumanMethylation450 Array data. Notch receptors and ligands expression is generally associated with the tumor subtype, grade, and stage. Furthermore, we showed gene expression levels of most Notch factors were associated with DNA methylation rate. Modulating the expression levels of Notch receptors and effectors can be a potential therapeutic approach for breast cancer. As we outline herein, elucidating the novel prognostic and regulatory roles of Notch implicate this pathway as an essential mediator controlling breast cancer progression. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-022-10383-z. BioMed Central 2022-12-07 /pmc/articles/PMC9730604/ /pubmed/36476410 http://dx.doi.org/10.1186/s12885-022-10383-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Yousefi, Hassan Bahramy, Afshin Zafari, Narges Delavar, Mahsa Rostamian Nguyen, Khoa Haghi, Atousa Kandelouei, Tahmineh Vittori, Cecilia Jazireian, Parham Maleki, Sajad Imani, Danyal Moshksar, Amin Bitaraf, Amirreza Babashah, Sadegh Notch signaling pathway: a comprehensive prognostic and gene expression profile analysis in breast cancer |
title | Notch signaling pathway: a comprehensive prognostic and gene expression profile analysis in breast cancer |
title_full | Notch signaling pathway: a comprehensive prognostic and gene expression profile analysis in breast cancer |
title_fullStr | Notch signaling pathway: a comprehensive prognostic and gene expression profile analysis in breast cancer |
title_full_unstemmed | Notch signaling pathway: a comprehensive prognostic and gene expression profile analysis in breast cancer |
title_short | Notch signaling pathway: a comprehensive prognostic and gene expression profile analysis in breast cancer |
title_sort | notch signaling pathway: a comprehensive prognostic and gene expression profile analysis in breast cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9730604/ https://www.ncbi.nlm.nih.gov/pubmed/36476410 http://dx.doi.org/10.1186/s12885-022-10383-z |
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