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MicroRNAs as possible indicators of drug sensitivity in breast cancer cell lines

MicroRNAs (miRNAs) regulate gene expression post-transcriptionally. In this way they might influence whether a cell is sensitive or resistant to a certain drug. So far, only a limited number of relatively small scale studies comprising few cell lines and/or drugs have been performed. To obtain a bro...

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Autores principales: Uhr, Katharina, Prager-van der Smissen, Wendy J. C., Heine, Anouk A. J., Ozturk, Bahar, van Jaarsveld, Marijn T. M., Boersma, Antonius W. M., Jager, Agnes, Wiemer, Erik A. C., Smid, Marcel, Foekens, John A., Martens, John W. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6504094/
https://www.ncbi.nlm.nih.gov/pubmed/31063487
http://dx.doi.org/10.1371/journal.pone.0216400
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author Uhr, Katharina
Prager-van der Smissen, Wendy J. C.
Heine, Anouk A. J.
Ozturk, Bahar
van Jaarsveld, Marijn T. M.
Boersma, Antonius W. M.
Jager, Agnes
Wiemer, Erik A. C.
Smid, Marcel
Foekens, John A.
Martens, John W. M.
author_facet Uhr, Katharina
Prager-van der Smissen, Wendy J. C.
Heine, Anouk A. J.
Ozturk, Bahar
van Jaarsveld, Marijn T. M.
Boersma, Antonius W. M.
Jager, Agnes
Wiemer, Erik A. C.
Smid, Marcel
Foekens, John A.
Martens, John W. M.
author_sort Uhr, Katharina
collection PubMed
description MicroRNAs (miRNAs) regulate gene expression post-transcriptionally. In this way they might influence whether a cell is sensitive or resistant to a certain drug. So far, only a limited number of relatively small scale studies comprising few cell lines and/or drugs have been performed. To obtain a broader view on miRNAs and their association with drug response, we investigated the expression levels of 411 miRNAs in relation to drug sensitivity in 36 breast cancer cell lines. For this purpose IC(50) values of a drug screen involving 34 drugs were associated with miRNA expression data of the same breast cancer cell lines. Since molecular subtype of the breast cancer cell lines is considered a confounding factor in drug association studies, multivariate analysis taking subtype into account was performed on significant miRNA-drug associations which retained 13 associations. These associations consisted of 11 different miRNAs and eight different drugs (among which Paclitaxel, Docetaxel and Veliparib). The taxanes, Paclitaxel and Docetaxel, were the only drugs having miRNAs in common: hsa-miR-187-5p and hsa-miR-106a-3p indicative of drug resistance while Paclitaxel sensitivity alone associated with hsa-miR-556-5p. Tivantinib was associated with hsa-let-7d-5p and hsa-miR-18a-5p for sensitivity and hsa-miR-637 for resistance. Drug sensitivity was associated with hsa-let-7a-5p for Bortezomib, hsa-miR-135a-3p for JNJ-707 and hsa-miR-185-3p for Panobinostat. Drug resistance was associated with hsa-miR-182-5p for Veliparib and hsa-miR-629-5p for Tipifarnib. Pathway analysis for significant miRNAs was performed to reveal biological roles, aiding to find a potential mechanistic link for the observed associations with drug response. By doing so hsa-miR-187-5p was linked to the cell cycle G2-M checkpoint in line with this checkpoint being the target of taxanes. In conclusion, our study shows that miRNAs could potentially serve as biomarkers for intrinsic drug resistance and that pathway analyses can provide additional information in this context.
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spelling pubmed-65040942019-05-09 MicroRNAs as possible indicators of drug sensitivity in breast cancer cell lines Uhr, Katharina Prager-van der Smissen, Wendy J. C. Heine, Anouk A. J. Ozturk, Bahar van Jaarsveld, Marijn T. M. Boersma, Antonius W. M. Jager, Agnes Wiemer, Erik A. C. Smid, Marcel Foekens, John A. Martens, John W. M. PLoS One Research Article MicroRNAs (miRNAs) regulate gene expression post-transcriptionally. In this way they might influence whether a cell is sensitive or resistant to a certain drug. So far, only a limited number of relatively small scale studies comprising few cell lines and/or drugs have been performed. To obtain a broader view on miRNAs and their association with drug response, we investigated the expression levels of 411 miRNAs in relation to drug sensitivity in 36 breast cancer cell lines. For this purpose IC(50) values of a drug screen involving 34 drugs were associated with miRNA expression data of the same breast cancer cell lines. Since molecular subtype of the breast cancer cell lines is considered a confounding factor in drug association studies, multivariate analysis taking subtype into account was performed on significant miRNA-drug associations which retained 13 associations. These associations consisted of 11 different miRNAs and eight different drugs (among which Paclitaxel, Docetaxel and Veliparib). The taxanes, Paclitaxel and Docetaxel, were the only drugs having miRNAs in common: hsa-miR-187-5p and hsa-miR-106a-3p indicative of drug resistance while Paclitaxel sensitivity alone associated with hsa-miR-556-5p. Tivantinib was associated with hsa-let-7d-5p and hsa-miR-18a-5p for sensitivity and hsa-miR-637 for resistance. Drug sensitivity was associated with hsa-let-7a-5p for Bortezomib, hsa-miR-135a-3p for JNJ-707 and hsa-miR-185-3p for Panobinostat. Drug resistance was associated with hsa-miR-182-5p for Veliparib and hsa-miR-629-5p for Tipifarnib. Pathway analysis for significant miRNAs was performed to reveal biological roles, aiding to find a potential mechanistic link for the observed associations with drug response. By doing so hsa-miR-187-5p was linked to the cell cycle G2-M checkpoint in line with this checkpoint being the target of taxanes. In conclusion, our study shows that miRNAs could potentially serve as biomarkers for intrinsic drug resistance and that pathway analyses can provide additional information in this context. Public Library of Science 2019-05-07 /pmc/articles/PMC6504094/ /pubmed/31063487 http://dx.doi.org/10.1371/journal.pone.0216400 Text en © 2019 Uhr et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Uhr, Katharina
Prager-van der Smissen, Wendy J. C.
Heine, Anouk A. J.
Ozturk, Bahar
van Jaarsveld, Marijn T. M.
Boersma, Antonius W. M.
Jager, Agnes
Wiemer, Erik A. C.
Smid, Marcel
Foekens, John A.
Martens, John W. M.
MicroRNAs as possible indicators of drug sensitivity in breast cancer cell lines
title MicroRNAs as possible indicators of drug sensitivity in breast cancer cell lines
title_full MicroRNAs as possible indicators of drug sensitivity in breast cancer cell lines
title_fullStr MicroRNAs as possible indicators of drug sensitivity in breast cancer cell lines
title_full_unstemmed MicroRNAs as possible indicators of drug sensitivity in breast cancer cell lines
title_short MicroRNAs as possible indicators of drug sensitivity in breast cancer cell lines
title_sort micrornas as possible indicators of drug sensitivity in breast cancer cell lines
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6504094/
https://www.ncbi.nlm.nih.gov/pubmed/31063487
http://dx.doi.org/10.1371/journal.pone.0216400
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