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Systems-level effects of ectopic galectin-7 reconstitution in cervical cancer and its microenvironment
BACKGROUND: Galectin-7 (Gal-7) is negatively regulated in cervical cancer, and appears to be a link between the apoptotic response triggered by cancer and the anti-tumoral activity of the immune system. Our understanding of how cervical cancer cells and their molecular networks adapt in response to...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4997669/ https://www.ncbi.nlm.nih.gov/pubmed/27558259 http://dx.doi.org/10.1186/s12885-016-2700-8 |
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author | Higareda-Almaraz, Juan Carlos Ruiz-Moreno, Juan S. Klimentova, Jana Barbieri, Daniela Salvador-Gallego, Raquel Ly, Regina Valtierra-Gutierrez, Ilse A. Dinsart, Christiane Rabinovich, Gabriel A. Stulik, Jiri Rösl, Frank Rincon-Orozco, Bladimiro |
author_facet | Higareda-Almaraz, Juan Carlos Ruiz-Moreno, Juan S. Klimentova, Jana Barbieri, Daniela Salvador-Gallego, Raquel Ly, Regina Valtierra-Gutierrez, Ilse A. Dinsart, Christiane Rabinovich, Gabriel A. Stulik, Jiri Rösl, Frank Rincon-Orozco, Bladimiro |
author_sort | Higareda-Almaraz, Juan Carlos |
collection | PubMed |
description | BACKGROUND: Galectin-7 (Gal-7) is negatively regulated in cervical cancer, and appears to be a link between the apoptotic response triggered by cancer and the anti-tumoral activity of the immune system. Our understanding of how cervical cancer cells and their molecular networks adapt in response to the expression of Gal-7 remains limited. METHODS: Meta-analysis of Gal-7 expression was conducted in three cervical cancer cohort studies and TCGA. In silico prediction and bisulfite sequencing were performed to inquire epigenetic alterations. To study the effect of Gal-7 on cervical cancer, we ectopically re-expressed it in the HeLa and SiHa cervical cancer cell lines, and analyzed their transcriptome and SILAC-based proteome. We also examined the tumor and microenvironment host cell transcriptomes after xenotransplantation into immunocompromised mice. Differences between samples were assessed with the Kruskall-Wallis, Dunn’s Multiple Comparison and T tests. Kaplan–Meier and log-rank tests were used to determine overall survival. RESULTS: Gal-7 was constantly downregulated in our meta-analysis (p < 0.0001). Tumors with combined high Gal-7 and low galectin-1 expression (p = 0.0001) presented significantly better prognoses (p = 0.005). In silico and bisulfite sequencing assays showed de novo methylation in the Gal-7 promoter and first intron. Cells re-expressing Gal-7 showed a high apoptosis ratio (p < 0.05) and their xenografts displayed strong growth retardation (p < 0.001). Multiple gene modules and transcriptional regulators were modulated in response to Gal-7 reconstitution, both in cervical cancer cells and their microenvironments (FDR < 0.05 %). Most of these genes and modules were associated with tissue morphogenesis, metabolism, transport, chemokine activity, and immune response. These functional modules could exert the same effects in vitro and in vivo, even despite different compositions between HeLa and SiHa samples. CONCLUSIONS: Gal-7 re-expression affects the regulation of molecular networks in cervical cancer that are involved in diverse cancer hallmarks, such as metabolism, growth control, invasion and evasion of apoptosis. The effect of Gal-7 extends to the microenvironment, where networks involved in its configuration and in immune surveillance are particularly affected. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12885-016-2700-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4997669 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-49976692016-08-26 Systems-level effects of ectopic galectin-7 reconstitution in cervical cancer and its microenvironment Higareda-Almaraz, Juan Carlos Ruiz-Moreno, Juan S. Klimentova, Jana Barbieri, Daniela Salvador-Gallego, Raquel Ly, Regina Valtierra-Gutierrez, Ilse A. Dinsart, Christiane Rabinovich, Gabriel A. Stulik, Jiri Rösl, Frank Rincon-Orozco, Bladimiro BMC Cancer Research Article BACKGROUND: Galectin-7 (Gal-7) is negatively regulated in cervical cancer, and appears to be a link between the apoptotic response triggered by cancer and the anti-tumoral activity of the immune system. Our understanding of how cervical cancer cells and their molecular networks adapt in response to the expression of Gal-7 remains limited. METHODS: Meta-analysis of Gal-7 expression was conducted in three cervical cancer cohort studies and TCGA. In silico prediction and bisulfite sequencing were performed to inquire epigenetic alterations. To study the effect of Gal-7 on cervical cancer, we ectopically re-expressed it in the HeLa and SiHa cervical cancer cell lines, and analyzed their transcriptome and SILAC-based proteome. We also examined the tumor and microenvironment host cell transcriptomes after xenotransplantation into immunocompromised mice. Differences between samples were assessed with the Kruskall-Wallis, Dunn’s Multiple Comparison and T tests. Kaplan–Meier and log-rank tests were used to determine overall survival. RESULTS: Gal-7 was constantly downregulated in our meta-analysis (p < 0.0001). Tumors with combined high Gal-7 and low galectin-1 expression (p = 0.0001) presented significantly better prognoses (p = 0.005). In silico and bisulfite sequencing assays showed de novo methylation in the Gal-7 promoter and first intron. Cells re-expressing Gal-7 showed a high apoptosis ratio (p < 0.05) and their xenografts displayed strong growth retardation (p < 0.001). Multiple gene modules and transcriptional regulators were modulated in response to Gal-7 reconstitution, both in cervical cancer cells and their microenvironments (FDR < 0.05 %). Most of these genes and modules were associated with tissue morphogenesis, metabolism, transport, chemokine activity, and immune response. These functional modules could exert the same effects in vitro and in vivo, even despite different compositions between HeLa and SiHa samples. CONCLUSIONS: Gal-7 re-expression affects the regulation of molecular networks in cervical cancer that are involved in diverse cancer hallmarks, such as metabolism, growth control, invasion and evasion of apoptosis. The effect of Gal-7 extends to the microenvironment, where networks involved in its configuration and in immune surveillance are particularly affected. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12885-016-2700-8) contains supplementary material, which is available to authorized users. BioMed Central 2016-08-24 /pmc/articles/PMC4997669/ /pubmed/27558259 http://dx.doi.org/10.1186/s12885-016-2700-8 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Higareda-Almaraz, Juan Carlos Ruiz-Moreno, Juan S. Klimentova, Jana Barbieri, Daniela Salvador-Gallego, Raquel Ly, Regina Valtierra-Gutierrez, Ilse A. Dinsart, Christiane Rabinovich, Gabriel A. Stulik, Jiri Rösl, Frank Rincon-Orozco, Bladimiro Systems-level effects of ectopic galectin-7 reconstitution in cervical cancer and its microenvironment |
title | Systems-level effects of ectopic galectin-7 reconstitution in cervical cancer and its microenvironment |
title_full | Systems-level effects of ectopic galectin-7 reconstitution in cervical cancer and its microenvironment |
title_fullStr | Systems-level effects of ectopic galectin-7 reconstitution in cervical cancer and its microenvironment |
title_full_unstemmed | Systems-level effects of ectopic galectin-7 reconstitution in cervical cancer and its microenvironment |
title_short | Systems-level effects of ectopic galectin-7 reconstitution in cervical cancer and its microenvironment |
title_sort | systems-level effects of ectopic galectin-7 reconstitution in cervical cancer and its microenvironment |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4997669/ https://www.ncbi.nlm.nih.gov/pubmed/27558259 http://dx.doi.org/10.1186/s12885-016-2700-8 |
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