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Analysis of ceRNA networks and identification of potential drug targets for drug-resistant leukemia cell K562/ADR
BACKGROUND: Drug resistance is the main obstacle in the treatment of leukemia. As a member of the competitive endogenous RNA (ceRNA) mechanism, underlying roles of lncRNA are rarely reported in drug-resistant leukemia cells. METHODS: The gene expression profiles of lncRNAs and mRNAs in doxorubicin-r...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8162247/ https://www.ncbi.nlm.nih.gov/pubmed/34113488 http://dx.doi.org/10.7717/peerj.11429 |
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author | Liu, Zhaoping Wang, Yanyan Xu, Zhenru Yuan, Shunling Ou, Yanglin Luo, Zeyu Wen, Feng Liu, Jing Zhang, Ji |
author_facet | Liu, Zhaoping Wang, Yanyan Xu, Zhenru Yuan, Shunling Ou, Yanglin Luo, Zeyu Wen, Feng Liu, Jing Zhang, Ji |
author_sort | Liu, Zhaoping |
collection | PubMed |
description | BACKGROUND: Drug resistance is the main obstacle in the treatment of leukemia. As a member of the competitive endogenous RNA (ceRNA) mechanism, underlying roles of lncRNA are rarely reported in drug-resistant leukemia cells. METHODS: The gene expression profiles of lncRNAs and mRNAs in doxorubicin-resistant K562/ADR and sensitive K562 cells were established by RNA sequencing (RNA-seq). Expression of differentially expressed lncRNAs (DElncRNAs) and DEmRNAs was validated by qRT-PCR. The potential biological functions of DElncRNAs targets were identified by GO and KEGG pathway enrichment analyses, and the lncRNA-miRNA-mRNA ceRNA network was further constructed. K562/ADR cells were transfected with CCDC26 and LINC01515 siRNAs to detect the mRNA levels of GLRX5 and DICER1, respectively. The cell survival rate after transfection was detected by CCK-8 assay. RESULTS: The ceRNA network was composed of 409 lncRNA-miRNA pairs and 306 miRNA-mRNA pairs based on 67 DElncRNAs, 58 DEmiRNAs and 192 DEmRNAs. Knockdown of CCDC26 and LINC01515 increased the sensitivity of K562/ADR cells to doxorubicin and significantly reduced the half-maximal inhibitory concentration (IC(50)) of doxorubicin. Furthermore, knockdown of GLRX5 and DICER1 increased the sensitivity of K562/ADR cells to doxorubicin and significantly reduced the IC(50) of doxorubicin. CONCLUSIONS: The ceRNA regulatory networks may play important roles in drug resistance of leukemia cells. CCDC26/miR-140-5p/GLRX5 and LINC01515/miR-425-5p/DICER1 may be potential targets for drug resistance in K562/ADR cells. This study provides a promising strategy to overcome drug resistance and deepens the understanding of the ceRNA regulatory mechanism related to drug resistance in CML cells. |
format | Online Article Text |
id | pubmed-8162247 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81622472021-06-09 Analysis of ceRNA networks and identification of potential drug targets for drug-resistant leukemia cell K562/ADR Liu, Zhaoping Wang, Yanyan Xu, Zhenru Yuan, Shunling Ou, Yanglin Luo, Zeyu Wen, Feng Liu, Jing Zhang, Ji PeerJ Bioinformatics BACKGROUND: Drug resistance is the main obstacle in the treatment of leukemia. As a member of the competitive endogenous RNA (ceRNA) mechanism, underlying roles of lncRNA are rarely reported in drug-resistant leukemia cells. METHODS: The gene expression profiles of lncRNAs and mRNAs in doxorubicin-resistant K562/ADR and sensitive K562 cells were established by RNA sequencing (RNA-seq). Expression of differentially expressed lncRNAs (DElncRNAs) and DEmRNAs was validated by qRT-PCR. The potential biological functions of DElncRNAs targets were identified by GO and KEGG pathway enrichment analyses, and the lncRNA-miRNA-mRNA ceRNA network was further constructed. K562/ADR cells were transfected with CCDC26 and LINC01515 siRNAs to detect the mRNA levels of GLRX5 and DICER1, respectively. The cell survival rate after transfection was detected by CCK-8 assay. RESULTS: The ceRNA network was composed of 409 lncRNA-miRNA pairs and 306 miRNA-mRNA pairs based on 67 DElncRNAs, 58 DEmiRNAs and 192 DEmRNAs. Knockdown of CCDC26 and LINC01515 increased the sensitivity of K562/ADR cells to doxorubicin and significantly reduced the half-maximal inhibitory concentration (IC(50)) of doxorubicin. Furthermore, knockdown of GLRX5 and DICER1 increased the sensitivity of K562/ADR cells to doxorubicin and significantly reduced the IC(50) of doxorubicin. CONCLUSIONS: The ceRNA regulatory networks may play important roles in drug resistance of leukemia cells. CCDC26/miR-140-5p/GLRX5 and LINC01515/miR-425-5p/DICER1 may be potential targets for drug resistance in K562/ADR cells. This study provides a promising strategy to overcome drug resistance and deepens the understanding of the ceRNA regulatory mechanism related to drug resistance in CML cells. PeerJ Inc. 2021-05-25 /pmc/articles/PMC8162247/ /pubmed/34113488 http://dx.doi.org/10.7717/peerj.11429 Text en © 2021 Liu et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Liu, Zhaoping Wang, Yanyan Xu, Zhenru Yuan, Shunling Ou, Yanglin Luo, Zeyu Wen, Feng Liu, Jing Zhang, Ji Analysis of ceRNA networks and identification of potential drug targets for drug-resistant leukemia cell K562/ADR |
title | Analysis of ceRNA networks and identification of potential drug targets for drug-resistant leukemia cell K562/ADR |
title_full | Analysis of ceRNA networks and identification of potential drug targets for drug-resistant leukemia cell K562/ADR |
title_fullStr | Analysis of ceRNA networks and identification of potential drug targets for drug-resistant leukemia cell K562/ADR |
title_full_unstemmed | Analysis of ceRNA networks and identification of potential drug targets for drug-resistant leukemia cell K562/ADR |
title_short | Analysis of ceRNA networks and identification of potential drug targets for drug-resistant leukemia cell K562/ADR |
title_sort | analysis of cerna networks and identification of potential drug targets for drug-resistant leukemia cell k562/adr |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8162247/ https://www.ncbi.nlm.nih.gov/pubmed/34113488 http://dx.doi.org/10.7717/peerj.11429 |
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