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A Protocol for Using Gene Set Enrichment Analysis to Identify the Appropriate Animal Model for Translational Research
Published on: August 16, 2017
Differential gene expression and gene-set enrichment analysis in Caco-2 monolayers during a 30-day timeline with
J M Robinson1, S Turkington1, S A Abey1
1Digestive Disorder Unit, Biobehavioral Branch, Division of Intramural Research, National Institute of Nursing Research (NINR), NIH, DHHS , Bethesda , MD , USA.
Abstract:
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.
Insights
Culture age significantly impacts gene expression in intestinal epithelial cells, mimicking an epithelial-mesenchymal transition (EMT)-like signature. Dexamethasone treatment showed a counter-signal, affecting actomyosin genes and growth factor receptors.
Area of Science:
- Molecular biology and cell biology
- Gastroenterology and immunology
Background:
- Glucocorticoids, like Dexamethasone, modulate inflammation via the glucocorticoid receptor (NR3C1).
- Dexamethasone treats inflammatory bowel diseases, but its epithelial cell effects are less understood.
- Previous studies show delayed Dexamethasone effects on Caco-2 cell permeability (>10 days).
Purpose of the Study:
- To investigate the impact of culture age on gene expression in polarized Caco-2 epithelial cells.
- To determine the effects of Dexamethasone treatment on epithelial cell gene expression over time.
- To identify potential confounding variables in Dexamethasone's epithelial cell effects.
Main Methods:
- Cultured polarized Caco-2 monolayers over a 30-day timecourse.
- Administered continuous Dexamethasone treatment for approximately 15 days.
- Analyzed differential gene expression using a 250-plex Nanostring nCounter® panel, focusing on tight-junction, cytoskeleton, and cancer-associated genes.
- Utilized Nanostring nSolver for differential expression analysis, including a mixture-negative binomial model.
Main Results:
- Identified a time-associated 'epithelial-mesenchymal transition-like' (EMT-like) signature.
- Observed differential expression in actomyosin cytoskeleton, tight junction, integrin, and cell cycle pathway genes.
- Dexamethasone treatment induced a subtle but significant counter-signal, suppressing actomyosin genes and altering growth factor receptor expression.
Conclusions:
- Culture age is a significant confounding variable in studying Dexamethasone's effects on intestinal epithelial cells.
- The aging Caco-2 cell model exhibits an EMT-like gene expression profile.
- Dexamethasone exerts a complex, time-dependent influence on epithelial cell pathways, distinct from its effects on immune cells.
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