Cargando…

The Molecular Networks of microRNAs and Their Targets in the Drug Resistance of Colon Carcinoma

SIMPLE SUMMARY: We systematically reviewed the recent scientific publications describing the role of microRNAs in the regulation of drug resistance in colon cancer. To clarify the intricate web of resulting genetic and biochemical interactions, we used a machine learning approach aimed at creating:...

Descripción completa

Detalles Bibliográficos
Autores principales: Crudele, Francesca, Bianchi, Nicoletta, Astolfi, Annalisa, Grassilli, Silvia, Brugnoli, Federica, Terrazzan, Anna, Bertagnolo, Valeria, Negrini, Massimo, Frassoldati, Antonio, Volinia, Stefano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8431668/
https://www.ncbi.nlm.nih.gov/pubmed/34503164
http://dx.doi.org/10.3390/cancers13174355
_version_ 1783750991675392000
author Crudele, Francesca
Bianchi, Nicoletta
Astolfi, Annalisa
Grassilli, Silvia
Brugnoli, Federica
Terrazzan, Anna
Bertagnolo, Valeria
Negrini, Massimo
Frassoldati, Antonio
Volinia, Stefano
author_facet Crudele, Francesca
Bianchi, Nicoletta
Astolfi, Annalisa
Grassilli, Silvia
Brugnoli, Federica
Terrazzan, Anna
Bertagnolo, Valeria
Negrini, Massimo
Frassoldati, Antonio
Volinia, Stefano
author_sort Crudele, Francesca
collection PubMed
description SIMPLE SUMMARY: We systematically reviewed the recent scientific publications describing the role of microRNAs in the regulation of drug resistance in colon cancer. To clarify the intricate web of resulting genetic and biochemical interactions, we used a machine learning approach aimed at creating: (i) networks of validated miRNA/target interactions involved in drug resistances and (ii) drug-centric networks, from which we identified the major clusters of proteins affected by drugs used in the treatment of colon cancer. Finally, to facilitate a high-level interpretation of these molecular interactions, we determined the cellular pathways related with drug resistance and regulated by the miRNAs in colon cancer. ABSTRACT: Drug resistance is one of the major forces driving a poor prognosis during the treatment and progression of human colon carcinomas. The molecular mechanisms that regulate the diverse processes underlying drug resistance are still under debate. MicroRNAs (miRNAs) are a subgroup of non-coding RNAs increasingly found to be associated with the regulation of tumorigenesis and drug resistance. We performed a systematic review of the articles concerning miRNAs and drug resistance in human colon cancer published from 2013 onwards in journals with an impact factor of 5 or higher. First, we built a network with the most studied miRNAs and targets (as nodes) while the drug resistance/s are indicated by the connections (edges); then, we discussed the most relevant miRNA/targets interactions regulated by drugs according to the network topology and statistics. Finally, we considered the drugs as nodes in the network, to allow an alternative point of view that could flow through the treatment options and the associated molecular pathways. A small number of microRNAs and proteins appeared as critically involved in the most common drugs used for the treatment of patients with colon cancer. In particular, the family of miR-200, miR34a, miR-155 and miR-17 appear as the most relevant microRNAs. Thus, regulating these miRNAs could be useful for interfering with some drug resistance mechanisms in colorectal carcinoma.
format Online
Article
Text
id pubmed-8431668
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-84316682021-09-11 The Molecular Networks of microRNAs and Their Targets in the Drug Resistance of Colon Carcinoma Crudele, Francesca Bianchi, Nicoletta Astolfi, Annalisa Grassilli, Silvia Brugnoli, Federica Terrazzan, Anna Bertagnolo, Valeria Negrini, Massimo Frassoldati, Antonio Volinia, Stefano Cancers (Basel) Review SIMPLE SUMMARY: We systematically reviewed the recent scientific publications describing the role of microRNAs in the regulation of drug resistance in colon cancer. To clarify the intricate web of resulting genetic and biochemical interactions, we used a machine learning approach aimed at creating: (i) networks of validated miRNA/target interactions involved in drug resistances and (ii) drug-centric networks, from which we identified the major clusters of proteins affected by drugs used in the treatment of colon cancer. Finally, to facilitate a high-level interpretation of these molecular interactions, we determined the cellular pathways related with drug resistance and regulated by the miRNAs in colon cancer. ABSTRACT: Drug resistance is one of the major forces driving a poor prognosis during the treatment and progression of human colon carcinomas. The molecular mechanisms that regulate the diverse processes underlying drug resistance are still under debate. MicroRNAs (miRNAs) are a subgroup of non-coding RNAs increasingly found to be associated with the regulation of tumorigenesis and drug resistance. We performed a systematic review of the articles concerning miRNAs and drug resistance in human colon cancer published from 2013 onwards in journals with an impact factor of 5 or higher. First, we built a network with the most studied miRNAs and targets (as nodes) while the drug resistance/s are indicated by the connections (edges); then, we discussed the most relevant miRNA/targets interactions regulated by drugs according to the network topology and statistics. Finally, we considered the drugs as nodes in the network, to allow an alternative point of view that could flow through the treatment options and the associated molecular pathways. A small number of microRNAs and proteins appeared as critically involved in the most common drugs used for the treatment of patients with colon cancer. In particular, the family of miR-200, miR34a, miR-155 and miR-17 appear as the most relevant microRNAs. Thus, regulating these miRNAs could be useful for interfering with some drug resistance mechanisms in colorectal carcinoma. MDPI 2021-08-28 /pmc/articles/PMC8431668/ /pubmed/34503164 http://dx.doi.org/10.3390/cancers13174355 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Crudele, Francesca
Bianchi, Nicoletta
Astolfi, Annalisa
Grassilli, Silvia
Brugnoli, Federica
Terrazzan, Anna
Bertagnolo, Valeria
Negrini, Massimo
Frassoldati, Antonio
Volinia, Stefano
The Molecular Networks of microRNAs and Their Targets in the Drug Resistance of Colon Carcinoma
title The Molecular Networks of microRNAs and Their Targets in the Drug Resistance of Colon Carcinoma
title_full The Molecular Networks of microRNAs and Their Targets in the Drug Resistance of Colon Carcinoma
title_fullStr The Molecular Networks of microRNAs and Their Targets in the Drug Resistance of Colon Carcinoma
title_full_unstemmed The Molecular Networks of microRNAs and Their Targets in the Drug Resistance of Colon Carcinoma
title_short The Molecular Networks of microRNAs and Their Targets in the Drug Resistance of Colon Carcinoma
title_sort molecular networks of micrornas and their targets in the drug resistance of colon carcinoma
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8431668/
https://www.ncbi.nlm.nih.gov/pubmed/34503164
http://dx.doi.org/10.3390/cancers13174355
work_keys_str_mv AT crudelefrancesca themolecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT bianchinicoletta themolecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT astolfiannalisa themolecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT grassillisilvia themolecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT brugnolifederica themolecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT terrazzananna themolecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT bertagnolovaleria themolecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT negrinimassimo themolecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT frassoldatiantonio themolecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT voliniastefano themolecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT crudelefrancesca molecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT bianchinicoletta molecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT astolfiannalisa molecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT grassillisilvia molecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT brugnolifederica molecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT terrazzananna molecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT bertagnolovaleria molecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT negrinimassimo molecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT frassoldatiantonio molecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma
AT voliniastefano molecularnetworksofmicrornasandtheirtargetsinthedrugresistanceofcoloncarcinoma