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Bioinformatic Analysis of the Effect of Silver Nanoparticles on Colorectal Cancer Cell Line
Colorectal cancer (CRC) is the most diagnosed cancer with the highest mortality rate each year globally. Although there are treatments for CRC, the development of resistance to therapies decreases the success of treatments. In vitro studies using the Caco-2 cell line have revealed the anticancer pro...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9015850/ https://www.ncbi.nlm.nih.gov/pubmed/35445138 http://dx.doi.org/10.1155/2022/6828837 |
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author | Martínez-Esquivias, Fernando Gutiérrez-Angulo, Melva Becerra-Ruiz, Julieta Saraí Martinez-Perez, Luz Andrea de la Cruz-Ahumada, Claudia Jackelin Guzmán-Flores, Juan Manuel |
author_facet | Martínez-Esquivias, Fernando Gutiérrez-Angulo, Melva Becerra-Ruiz, Julieta Saraí Martinez-Perez, Luz Andrea de la Cruz-Ahumada, Claudia Jackelin Guzmán-Flores, Juan Manuel |
author_sort | Martínez-Esquivias, Fernando |
collection | PubMed |
description | Colorectal cancer (CRC) is the most diagnosed cancer with the highest mortality rate each year globally. Although there are treatments for CRC, the development of resistance to therapies decreases the success of treatments. In vitro studies using the Caco-2 cell line have revealed the anticancer properties of silver nanoparticles (AgNPs) as a possible treatment for this disease. This study considered four researches that evaluated the proteomic profiles of cells of the Caco-2 line exposed to AgNPs. We performed a bioinformatics analysis to predict protein-protein interaction, hub genes, Gene Ontology (molecular function, biological process, and cellular components), KEGG pathways, analysis of expression, and immune cell infiltration. For these analyses, the STRING, DAVID, UALCAN, GEPIA2, and TISIDB databases were used. The results in Gene Ontology show that AgNPs cause a deregulation of genes related to cell-cell adhesion, the cytoplasm, the centriole, and carbon metabolism. Hub genes were identified, including GADPH, ENO1, EEF2, and ATP5A1, which showed differential expression in patients with adenocarcinoma of the colon and rectum. Additionally, the expression of the hub genes and immune cells was correlated. It was found that ATP5A1 and ENO1 were positively correlated with the infiltration of CD4+ T lymphocytes in colon adenocarcinoma and a negative correlation between GADPH and PDIA3 with the infiltration of NK cells and CD4+ T lymphocytes in rectal adenocarcinoma, respectively. In conclusion, the administration of AgNPs causes an alteration of biological processes, cellular components, metabolic pathways, deregulation of hub genes, and the activity of immune cells leading to a potential anticancer effect. |
format | Online Article Text |
id | pubmed-9015850 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-90158502022-04-19 Bioinformatic Analysis of the Effect of Silver Nanoparticles on Colorectal Cancer Cell Line Martínez-Esquivias, Fernando Gutiérrez-Angulo, Melva Becerra-Ruiz, Julieta Saraí Martinez-Perez, Luz Andrea de la Cruz-Ahumada, Claudia Jackelin Guzmán-Flores, Juan Manuel Biomed Res Int Research Article Colorectal cancer (CRC) is the most diagnosed cancer with the highest mortality rate each year globally. Although there are treatments for CRC, the development of resistance to therapies decreases the success of treatments. In vitro studies using the Caco-2 cell line have revealed the anticancer properties of silver nanoparticles (AgNPs) as a possible treatment for this disease. This study considered four researches that evaluated the proteomic profiles of cells of the Caco-2 line exposed to AgNPs. We performed a bioinformatics analysis to predict protein-protein interaction, hub genes, Gene Ontology (molecular function, biological process, and cellular components), KEGG pathways, analysis of expression, and immune cell infiltration. For these analyses, the STRING, DAVID, UALCAN, GEPIA2, and TISIDB databases were used. The results in Gene Ontology show that AgNPs cause a deregulation of genes related to cell-cell adhesion, the cytoplasm, the centriole, and carbon metabolism. Hub genes were identified, including GADPH, ENO1, EEF2, and ATP5A1, which showed differential expression in patients with adenocarcinoma of the colon and rectum. Additionally, the expression of the hub genes and immune cells was correlated. It was found that ATP5A1 and ENO1 were positively correlated with the infiltration of CD4+ T lymphocytes in colon adenocarcinoma and a negative correlation between GADPH and PDIA3 with the infiltration of NK cells and CD4+ T lymphocytes in rectal adenocarcinoma, respectively. In conclusion, the administration of AgNPs causes an alteration of biological processes, cellular components, metabolic pathways, deregulation of hub genes, and the activity of immune cells leading to a potential anticancer effect. Hindawi 2022-04-11 /pmc/articles/PMC9015850/ /pubmed/35445138 http://dx.doi.org/10.1155/2022/6828837 Text en Copyright © 2022 Fernando Martínez-Esquivias et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Martínez-Esquivias, Fernando Gutiérrez-Angulo, Melva Becerra-Ruiz, Julieta Saraí Martinez-Perez, Luz Andrea de la Cruz-Ahumada, Claudia Jackelin Guzmán-Flores, Juan Manuel Bioinformatic Analysis of the Effect of Silver Nanoparticles on Colorectal Cancer Cell Line |
title | Bioinformatic Analysis of the Effect of Silver Nanoparticles on Colorectal Cancer Cell Line |
title_full | Bioinformatic Analysis of the Effect of Silver Nanoparticles on Colorectal Cancer Cell Line |
title_fullStr | Bioinformatic Analysis of the Effect of Silver Nanoparticles on Colorectal Cancer Cell Line |
title_full_unstemmed | Bioinformatic Analysis of the Effect of Silver Nanoparticles on Colorectal Cancer Cell Line |
title_short | Bioinformatic Analysis of the Effect of Silver Nanoparticles on Colorectal Cancer Cell Line |
title_sort | bioinformatic analysis of the effect of silver nanoparticles on colorectal cancer cell line |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9015850/ https://www.ncbi.nlm.nih.gov/pubmed/35445138 http://dx.doi.org/10.1155/2022/6828837 |
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