Unveiling the Link Between Inflammation and Adaptive Immunity in Breast Cancer
Inflammation has been recognized as an important driver in the development and growth of malignancies. Inflammatory signaling in cancer emerges from the combinatorial interaction of several deregulated pathways. Pathway deregulation is often driven by changes in the underlying gene regulatory networ...
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doaj-5fdd979da52c4a408965d0e9658b6ede2020-11-24T21:17:09ZengFrontiers Media S.A.Frontiers in Immunology1664-32242019-01-011010.3389/fimmu.2019.00056431428Unveiling the Link Between Inflammation and Adaptive Immunity in Breast CancerTadeo Enrique Velazquez-Caldelas0Sergio Antonio Alcalá-Corona1Sergio Antonio Alcalá-Corona2Sergio Antonio Alcalá-Corona3Jesús Espinal-Enríquez4Jesús Espinal-Enríquez5Enrique Hernandez-Lemus6Enrique Hernandez-Lemus7Computational Genomics Division, National Institute of Genomic Medicine, Mexico City, MexicoComputational Genomics Division, National Institute of Genomic Medicine, Mexico City, MexicoCentro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Mexico City, MexicoDepartment of Ecology and Evolution, Erman Biology Center, The University of Chicago, Chicago, IL, United StatesComputational Genomics Division, National Institute of Genomic Medicine, Mexico City, MexicoCentro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Mexico City, MexicoComputational Genomics Division, National Institute of Genomic Medicine, Mexico City, MexicoCentro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Mexico City, MexicoInflammation has been recognized as an important driver in the development and growth of malignancies. Inflammatory signaling in cancer emerges from the combinatorial interaction of several deregulated pathways. Pathway deregulation is often driven by changes in the underlying gene regulatory networks. Confronted with such complex scenario, it can be argued that a closer analysis of the structure of such regulatory networks will shed some light on how gene deregulation led to sustained inflammation in cancer. Here, we inferred an inflammation-associated gene regulatory network from 641 breast cancer and 78 healthy samples. A modular structure analysis of the regulatory network was carried out, revealing a hierarchical modular structure. Modules show significant overrepresentation score p-values for biological processes unveiling a definite association between inflammatory processes and adaptive immunity. Other modules are enriched for T-cell activation, differentiation of CD8+ lymphocytes and immune cell migration, thus reinforcing the aforementioned association. These analyses suggest that in breast cancer tumors, the balance between antitumor response and immune tolerance involving CD8+ T cells is tipped in favor of the tumor. One possible mechanism is the induction of tolerance and anergization of these cells by persistent antigen exposure.https://www.frontiersin.org/article/10.3389/fimmu.2019.00056/fullinflammationbreast canceradaptive immunitynetwork biologysystems biology |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Tadeo Enrique Velazquez-Caldelas Sergio Antonio Alcalá-Corona Sergio Antonio Alcalá-Corona Sergio Antonio Alcalá-Corona Jesús Espinal-Enríquez Jesús Espinal-Enríquez Enrique Hernandez-Lemus Enrique Hernandez-Lemus |
spellingShingle |
Tadeo Enrique Velazquez-Caldelas Sergio Antonio Alcalá-Corona Sergio Antonio Alcalá-Corona Sergio Antonio Alcalá-Corona Jesús Espinal-Enríquez Jesús Espinal-Enríquez Enrique Hernandez-Lemus Enrique Hernandez-Lemus Unveiling the Link Between Inflammation and Adaptive Immunity in Breast Cancer Frontiers in Immunology inflammation breast cancer adaptive immunity network biology systems biology |
author_facet |
Tadeo Enrique Velazquez-Caldelas Sergio Antonio Alcalá-Corona Sergio Antonio Alcalá-Corona Sergio Antonio Alcalá-Corona Jesús Espinal-Enríquez Jesús Espinal-Enríquez Enrique Hernandez-Lemus Enrique Hernandez-Lemus |
author_sort |
Tadeo Enrique Velazquez-Caldelas |
title |
Unveiling the Link Between Inflammation and Adaptive Immunity in Breast Cancer |
title_short |
Unveiling the Link Between Inflammation and Adaptive Immunity in Breast Cancer |
title_full |
Unveiling the Link Between Inflammation and Adaptive Immunity in Breast Cancer |
title_fullStr |
Unveiling the Link Between Inflammation and Adaptive Immunity in Breast Cancer |
title_full_unstemmed |
Unveiling the Link Between Inflammation and Adaptive Immunity in Breast Cancer |
title_sort |
unveiling the link between inflammation and adaptive immunity in breast cancer |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Immunology |
issn |
1664-3224 |
publishDate |
2019-01-01 |
description |
Inflammation has been recognized as an important driver in the development and growth of malignancies. Inflammatory signaling in cancer emerges from the combinatorial interaction of several deregulated pathways. Pathway deregulation is often driven by changes in the underlying gene regulatory networks. Confronted with such complex scenario, it can be argued that a closer analysis of the structure of such regulatory networks will shed some light on how gene deregulation led to sustained inflammation in cancer. Here, we inferred an inflammation-associated gene regulatory network from 641 breast cancer and 78 healthy samples. A modular structure analysis of the regulatory network was carried out, revealing a hierarchical modular structure. Modules show significant overrepresentation score p-values for biological processes unveiling a definite association between inflammatory processes and adaptive immunity. Other modules are enriched for T-cell activation, differentiation of CD8+ lymphocytes and immune cell migration, thus reinforcing the aforementioned association. These analyses suggest that in breast cancer tumors, the balance between antitumor response and immune tolerance involving CD8+ T cells is tipped in favor of the tumor. One possible mechanism is the induction of tolerance and anergization of these cells by persistent antigen exposure. |
topic |
inflammation breast cancer adaptive immunity network biology systems biology |
url |
https://www.frontiersin.org/article/10.3389/fimmu.2019.00056/full |
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