Cargando…

Differential gene expression and gene-set enrichment analysis in Caco-2 monolayers during a 30-day timeline with Dexamethasone exposure: A data modeling approach to understanding culture age as co-variate for differential expression in a non-renewing epithelial monolayer using a gene ontology-defined 250-plex Nanostring probe panel.

Glucocorticoid hormones affect gene expression via activation of glucocorticoid receptor NR3C1, causing modulation of inflammation and autoimmune activation. The glucocorticoid Dexamethasone is an important pharmaceutical for the treatment of colitis and other inflammatory bowel diseases. While supp...

Descripción completa

Detalles Bibliográficos
Autores principales: Robinson, J.M., Turkington, S., Abey, S.A., Kenea, N., Henderson, W.A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6748367/
https://www.ncbi.nlm.nih.gov/pubmed/31438773
http://dx.doi.org/10.1080/21688370.2019.1651597
_version_ 1783452079322300416
author Robinson, J.M.
Turkington, S.
Abey, S.A.
Kenea, N.
Henderson, W.A.
author_facet Robinson, J.M.
Turkington, S.
Abey, S.A.
Kenea, N.
Henderson, W.A.
author_sort Robinson, J.M.
collection PubMed
description Glucocorticoid hormones affect gene expression via activation of glucocorticoid receptor NR3C1, causing modulation of inflammation and autoimmune activation. The glucocorticoid Dexamethasone is an important pharmaceutical for the treatment of colitis and other inflammatory bowel diseases. While suppressive effects of glucocorticoids on activated immune cells is significant, their effects upon epithelial cells are less well studied. Previous research shows that the effects of Dexamethasone treatment on polarized Caco-2 cell layer permeability is delayed for >10 treatment days (as measured by transepithelial electrical resistance). In vivo intestinal epithelial cells turn over every 3–5 days; we therefore hypothesized that culture age may produce marked effects on gene expression, potentially acting as a confounding variable. To investigate this issue, we cultured polarized Caco-2 monolayers during a 30-day timecourse with ~15 days of continuous Dexamethasone exposure. We collected samples during the timecourse and tested differential expression using a 250-plex gene expression panel and Nanostring nCounter® system. Our custom panel was selectively enriched for KEGG annotations for tight-junction, actin cytoskeleton regulation, and colorectal cancer-associated genes, allowing for focused gene ontology-based pathway enrichment analyses. To test for confounding effects of time and Dexamethasone variables, we used the Nanostring nSolver differential expression data model which includes a mixturenegative binomial modelwith optimization. We identified a time-associated “EMT-like” signature with differential expression seen in important actomyosin cytoskeleton, tight junction, integrin, and cell cycle pathway genes. Dexamethasone treatment resulted in a subtle yet significant counter-signal showing suppression of actomyosin genes and differential expression of various growth factor receptors.
format Online
Article
Text
id pubmed-6748367
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Taylor & Francis
record_format MEDLINE/PubMed
spelling pubmed-67483672019-09-25 Differential gene expression and gene-set enrichment analysis in Caco-2 monolayers during a 30-day timeline with Dexamethasone exposure: A data modeling approach to understanding culture age as co-variate for differential expression in a non-renewing epithelial monolayer using a gene ontology-defined 250-plex Nanostring probe panel. Robinson, J.M. Turkington, S. Abey, S.A. Kenea, N. Henderson, W.A. Tissue Barriers Research Paper Glucocorticoid hormones affect gene expression via activation of glucocorticoid receptor NR3C1, causing modulation of inflammation and autoimmune activation. The glucocorticoid Dexamethasone is an important pharmaceutical for the treatment of colitis and other inflammatory bowel diseases. While suppressive effects of glucocorticoids on activated immune cells is significant, their effects upon epithelial cells are less well studied. Previous research shows that the effects of Dexamethasone treatment on polarized Caco-2 cell layer permeability is delayed for >10 treatment days (as measured by transepithelial electrical resistance). In vivo intestinal epithelial cells turn over every 3–5 days; we therefore hypothesized that culture age may produce marked effects on gene expression, potentially acting as a confounding variable. To investigate this issue, we cultured polarized Caco-2 monolayers during a 30-day timecourse with ~15 days of continuous Dexamethasone exposure. We collected samples during the timecourse and tested differential expression using a 250-plex gene expression panel and Nanostring nCounter® system. Our custom panel was selectively enriched for KEGG annotations for tight-junction, actin cytoskeleton regulation, and colorectal cancer-associated genes, allowing for focused gene ontology-based pathway enrichment analyses. To test for confounding effects of time and Dexamethasone variables, we used the Nanostring nSolver differential expression data model which includes a mixturenegative binomial modelwith optimization. We identified a time-associated “EMT-like” signature with differential expression seen in important actomyosin cytoskeleton, tight junction, integrin, and cell cycle pathway genes. Dexamethasone treatment resulted in a subtle yet significant counter-signal showing suppression of actomyosin genes and differential expression of various growth factor receptors. Taylor & Francis 2019-08-22 /pmc/articles/PMC6748367/ /pubmed/31438773 http://dx.doi.org/10.1080/21688370.2019.1651597 Text en © 2019 The Author(s). Published with license by Taylor & Francis Group, LLC. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way.
spellingShingle Research Paper
Robinson, J.M.
Turkington, S.
Abey, S.A.
Kenea, N.
Henderson, W.A.
Differential gene expression and gene-set enrichment analysis in Caco-2 monolayers during a 30-day timeline with Dexamethasone exposure: A data modeling approach to understanding culture age as co-variate for differential expression in a non-renewing epithelial monolayer using a gene ontology-defined 250-plex Nanostring probe panel.
title Differential gene expression and gene-set enrichment analysis in Caco-2 monolayers during a 30-day timeline with Dexamethasone exposure: A data modeling approach to understanding culture age as co-variate for differential expression in a non-renewing epithelial monolayer using a gene ontology-defined 250-plex Nanostring probe panel.
title_full Differential gene expression and gene-set enrichment analysis in Caco-2 monolayers during a 30-day timeline with Dexamethasone exposure: A data modeling approach to understanding culture age as co-variate for differential expression in a non-renewing epithelial monolayer using a gene ontology-defined 250-plex Nanostring probe panel.
title_fullStr Differential gene expression and gene-set enrichment analysis in Caco-2 monolayers during a 30-day timeline with Dexamethasone exposure: A data modeling approach to understanding culture age as co-variate for differential expression in a non-renewing epithelial monolayer using a gene ontology-defined 250-plex Nanostring probe panel.
title_full_unstemmed Differential gene expression and gene-set enrichment analysis in Caco-2 monolayers during a 30-day timeline with Dexamethasone exposure: A data modeling approach to understanding culture age as co-variate for differential expression in a non-renewing epithelial monolayer using a gene ontology-defined 250-plex Nanostring probe panel.
title_short Differential gene expression and gene-set enrichment analysis in Caco-2 monolayers during a 30-day timeline with Dexamethasone exposure: A data modeling approach to understanding culture age as co-variate for differential expression in a non-renewing epithelial monolayer using a gene ontology-defined 250-plex Nanostring probe panel.
title_sort differential gene expression and gene-set enrichment analysis in caco-2 monolayers during a 30-day timeline with dexamethasone exposure: a data modeling approach to understanding culture age as co-variate for differential expression in a non-renewing epithelial monolayer using a gene ontology-defined 250-plex nanostring probe panel.
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6748367/
https://www.ncbi.nlm.nih.gov/pubmed/31438773
http://dx.doi.org/10.1080/21688370.2019.1651597
work_keys_str_mv AT robinsonjm differentialgeneexpressionandgenesetenrichmentanalysisincaco2monolayersduringa30daytimelinewithdexamethasoneexposureadatamodelingapproachtounderstandingcultureageascovariatefordifferentialexpressioninanonrenewingepithelialmonolayerusingageneontologydefine
AT turkingtons differentialgeneexpressionandgenesetenrichmentanalysisincaco2monolayersduringa30daytimelinewithdexamethasoneexposureadatamodelingapproachtounderstandingcultureageascovariatefordifferentialexpressioninanonrenewingepithelialmonolayerusingageneontologydefine
AT abeysa differentialgeneexpressionandgenesetenrichmentanalysisincaco2monolayersduringa30daytimelinewithdexamethasoneexposureadatamodelingapproachtounderstandingcultureageascovariatefordifferentialexpressioninanonrenewingepithelialmonolayerusingageneontologydefine
AT kenean differentialgeneexpressionandgenesetenrichmentanalysisincaco2monolayersduringa30daytimelinewithdexamethasoneexposureadatamodelingapproachtounderstandingcultureageascovariatefordifferentialexpressioninanonrenewingepithelialmonolayerusingageneontologydefine
AT hendersonwa differentialgeneexpressionandgenesetenrichmentanalysisincaco2monolayersduringa30daytimelinewithdexamethasoneexposureadatamodelingapproachtounderstandingcultureageascovariatefordifferentialexpressioninanonrenewingepithelialmonolayerusingageneontologydefine