Cargando…

High-throughput mRNA and miRNA profiling of epithelial-mesenchymal transition in MDCK cells

BACKGROUND: Epithelial-mesenchymal transition (EMT) is an important process in embryonic development, especially during gastrulation and organ formation. Furthermore EMT is widely observed in pathological conditions, e.g., fibrosis, tumor progression and metastasis. Madin-Darby Canine Kidney (MDCK)...

Descripción completa

Detalles Bibliográficos
Autores principales: Shukla, Priyank, Vogl, Claus, Wallner, Barbara, Rigler, Doris, Müller, Mathias, Macho-Maschler, Sabine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4647640/
https://www.ncbi.nlm.nih.gov/pubmed/26572553
http://dx.doi.org/10.1186/s12864-015-2036-9
_version_ 1782401143780933632
author Shukla, Priyank
Vogl, Claus
Wallner, Barbara
Rigler, Doris
Müller, Mathias
Macho-Maschler, Sabine
author_facet Shukla, Priyank
Vogl, Claus
Wallner, Barbara
Rigler, Doris
Müller, Mathias
Macho-Maschler, Sabine
author_sort Shukla, Priyank
collection PubMed
description BACKGROUND: Epithelial-mesenchymal transition (EMT) is an important process in embryonic development, especially during gastrulation and organ formation. Furthermore EMT is widely observed in pathological conditions, e.g., fibrosis, tumor progression and metastasis. Madin-Darby Canine Kidney (MDCK) cells are widely used for studies of EMT and epithelial plasticity. MDCK cells show an epithelial phenotype, while oncogenic Ras-transformed MDCK (MDCK-Ras) cells undergo EMT and show a mesenchymal phenotype. METHODS: RNA-Seq and miRNA-Seq analyses were performed on MDCK and MDCK-Ras cells. Data were validated by qRT-PCR. Gene signature analyses were carried out to identify pathways and gene ontology terms. For selected miRNAs target prediction was performed. RESULTS: With RNA-Seq, mRNAs of approximately half of the genes known for dog were detected. These were screened for differential regulation during Ras-induced EMT. We went further and performed gene signature analyses and found Gene Ontology (GO) terms and pathways important for epithelial polarity and implicated in EMT. Among the identified pathways, TGFβ1 emerged as a central signaling factor in many EMT related pathways and biological processes. With miRNA-Seq, approximately half of the known canine miRNAs were found expressed in MDCK and MDCK-Ras cells. Furthermore, among differentially expressed miRNAs, miRNAs that are known to be important regulators of EMT were detected and new candidates were predicted. New dog miRNAs were discovered after aligning our reads to that of other species in miRBase. Importantly, we could identify 25 completely novel miRNAs with a stable hairpin structure. Two of these novel miRNAs were differentially expressed. We validated the two novel miRNAs with the highest read counts by RT-qPCR. Target prediction of a particular novel miRNA highly expressed in mesenchymal MDCK-Ras cells revealed that it targets components of epithelial cell junctional complexes. Combining target prediction for the most upregulated miRNAs and validation of the targets in MDCK-Ras cells with pathway analysis allowed us to identify two novel pathways, e.g., JAK/STAT signaling and pancreatic cancer pathways. These pathways could not be detected solely by gene set enrichment analyses of RNA-Seq data. CONCLUSION: With deep sequencing data of mRNAs and miRNAs of MDCK cells and of Ras-induced EMT in MDCK cells, differentially regulated mRNAs and miRNAs are identified. Many of the identified genes are within pathways known to be involved in EMT. Novel differentially upregulated genes in MDCK cells are interferon stimulated genes and genes involved in Slit and Netrin signaling. New pathways not yet linked to these processes were identified. A central pathway in Ras induced EMT is TGFβ signaling, which leads to differential regulation of many target genes, including miRNAs. With miRNA-Seq we identified miRNAs involved in either epithelial cell biology or EMT. Finally, we describe completely novel miRNAs and their target genes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-2036-9) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-4647640
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-46476402015-11-18 High-throughput mRNA and miRNA profiling of epithelial-mesenchymal transition in MDCK cells Shukla, Priyank Vogl, Claus Wallner, Barbara Rigler, Doris Müller, Mathias Macho-Maschler, Sabine BMC Genomics Research Article BACKGROUND: Epithelial-mesenchymal transition (EMT) is an important process in embryonic development, especially during gastrulation and organ formation. Furthermore EMT is widely observed in pathological conditions, e.g., fibrosis, tumor progression and metastasis. Madin-Darby Canine Kidney (MDCK) cells are widely used for studies of EMT and epithelial plasticity. MDCK cells show an epithelial phenotype, while oncogenic Ras-transformed MDCK (MDCK-Ras) cells undergo EMT and show a mesenchymal phenotype. METHODS: RNA-Seq and miRNA-Seq analyses were performed on MDCK and MDCK-Ras cells. Data were validated by qRT-PCR. Gene signature analyses were carried out to identify pathways and gene ontology terms. For selected miRNAs target prediction was performed. RESULTS: With RNA-Seq, mRNAs of approximately half of the genes known for dog were detected. These were screened for differential regulation during Ras-induced EMT. We went further and performed gene signature analyses and found Gene Ontology (GO) terms and pathways important for epithelial polarity and implicated in EMT. Among the identified pathways, TGFβ1 emerged as a central signaling factor in many EMT related pathways and biological processes. With miRNA-Seq, approximately half of the known canine miRNAs were found expressed in MDCK and MDCK-Ras cells. Furthermore, among differentially expressed miRNAs, miRNAs that are known to be important regulators of EMT were detected and new candidates were predicted. New dog miRNAs were discovered after aligning our reads to that of other species in miRBase. Importantly, we could identify 25 completely novel miRNAs with a stable hairpin structure. Two of these novel miRNAs were differentially expressed. We validated the two novel miRNAs with the highest read counts by RT-qPCR. Target prediction of a particular novel miRNA highly expressed in mesenchymal MDCK-Ras cells revealed that it targets components of epithelial cell junctional complexes. Combining target prediction for the most upregulated miRNAs and validation of the targets in MDCK-Ras cells with pathway analysis allowed us to identify two novel pathways, e.g., JAK/STAT signaling and pancreatic cancer pathways. These pathways could not be detected solely by gene set enrichment analyses of RNA-Seq data. CONCLUSION: With deep sequencing data of mRNAs and miRNAs of MDCK cells and of Ras-induced EMT in MDCK cells, differentially regulated mRNAs and miRNAs are identified. Many of the identified genes are within pathways known to be involved in EMT. Novel differentially upregulated genes in MDCK cells are interferon stimulated genes and genes involved in Slit and Netrin signaling. New pathways not yet linked to these processes were identified. A central pathway in Ras induced EMT is TGFβ signaling, which leads to differential regulation of many target genes, including miRNAs. With miRNA-Seq we identified miRNAs involved in either epithelial cell biology or EMT. Finally, we describe completely novel miRNAs and their target genes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-2036-9) contains supplementary material, which is available to authorized users. BioMed Central 2015-11-16 /pmc/articles/PMC4647640/ /pubmed/26572553 http://dx.doi.org/10.1186/s12864-015-2036-9 Text en © Shukla et al. 2015 Open Access This 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
Shukla, Priyank
Vogl, Claus
Wallner, Barbara
Rigler, Doris
Müller, Mathias
Macho-Maschler, Sabine
High-throughput mRNA and miRNA profiling of epithelial-mesenchymal transition in MDCK cells
title High-throughput mRNA and miRNA profiling of epithelial-mesenchymal transition in MDCK cells
title_full High-throughput mRNA and miRNA profiling of epithelial-mesenchymal transition in MDCK cells
title_fullStr High-throughput mRNA and miRNA profiling of epithelial-mesenchymal transition in MDCK cells
title_full_unstemmed High-throughput mRNA and miRNA profiling of epithelial-mesenchymal transition in MDCK cells
title_short High-throughput mRNA and miRNA profiling of epithelial-mesenchymal transition in MDCK cells
title_sort high-throughput mrna and mirna profiling of epithelial-mesenchymal transition in mdck cells
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4647640/
https://www.ncbi.nlm.nih.gov/pubmed/26572553
http://dx.doi.org/10.1186/s12864-015-2036-9
work_keys_str_mv AT shuklapriyank highthroughputmrnaandmirnaprofilingofepithelialmesenchymaltransitioninmdckcells
AT voglclaus highthroughputmrnaandmirnaprofilingofepithelialmesenchymaltransitioninmdckcells
AT wallnerbarbara highthroughputmrnaandmirnaprofilingofepithelialmesenchymaltransitioninmdckcells
AT riglerdoris highthroughputmrnaandmirnaprofilingofepithelialmesenchymaltransitioninmdckcells
AT mullermathias highthroughputmrnaandmirnaprofilingofepithelialmesenchymaltransitioninmdckcells
AT machomaschlersabine highthroughputmrnaandmirnaprofilingofepithelialmesenchymaltransitioninmdckcells