Altered Transcriptional Control Networks with Trans-Differentiation of Isogenic Mutant KRas NSCLC Models
BackgroundThe capacity of cancer cells to undergo epithelial mesenchymal trans-differentiation has been implicated as a factor driving metastasis, through the acquisition of enhanced migratory/invasive cell programs and the engagement of anti-apoptotic mechanisms promoting drug and radiation resista...
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doaj-27c69b8b25224f6c85c98184603c98ec2020-11-24T23:01:33ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2014-12-01410.3389/fonc.2014.00344120725Altered Transcriptional Control Networks with Trans-Differentiation of Isogenic Mutant KRas NSCLC ModelsJohn A Haley0Elizabeth eHaughney1Erica eUllman2James eBean3John D. Haley4Marc eFink5LIU-PostLIU-PostRegeneron Pharmaceuticals IncMemorial Sloan Kettering Cancer CenterStony Brook UniversityLIU-PostBackgroundThe capacity of cancer cells to undergo epithelial mesenchymal trans-differentiation has been implicated as a factor driving metastasis, through the acquisition of enhanced migratory/invasive cell programs and the engagement of anti-apoptotic mechanisms promoting drug and radiation resistance. Our aim was to define molecular signaling changes associated with mesenchymal trans-differentiation in two KRas mutant NSCLC models. We focused on central transcription and epigenetic regulators predicted to be important for mesenchymal cell survival.Experimental designWe have modeled trans-differentiation and cancer stemness in inducible isogenic mutant KRas H358 and A549 non-small cell lung cell backgrounds. We employed large-scale quantitative phospho-proteomic, proteomic, protein-protein interaction, RNA-Seq and network function prediction approaches to dissect the molecular events associated with the establishment and maintenance of the mesenchymal state.ResultsGene set enrichment and pathway prediction indicated BMI1, KDM5B, RUNX2, MYC/MAX, NFkB, LEF1, and HIF1 target networks were significantly enriched in the trans-differentiation of H358 and A549 NSCLC models. Physical overlaps between multiple networks implicate NR4A1 as an overlapping control between TCF and NFkB pathways. Enrichment correlations also indicated marked decrease in cell cycling, which occurred early in the EMT process. RNA abundance time course studies also indicated early expression of epigenetic and chromatin regulators, including CITED4, RUNX3, CMBX1 and SIRT4. ConclusionsMultiple transcription and epigenetic pathways where altered between epithelial and mesenchymal tumor cell states, notably the polycomb repressive complex-1, HP1g and BAF/Swi-Snf. Network analysis suggests redundancy in the activation and inhibition of pathway regulators, notably factors controlling epithelial cell state.http://journal.frontiersin.org/Journal/10.3389/fonc.2014.00344/fullSystems BiologyepigenetictranscriptionEMTtumor heterogeneity |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
John A Haley Elizabeth eHaughney Erica eUllman James eBean John D. Haley Marc eFink |
spellingShingle |
John A Haley Elizabeth eHaughney Erica eUllman James eBean John D. Haley Marc eFink Altered Transcriptional Control Networks with Trans-Differentiation of Isogenic Mutant KRas NSCLC Models Frontiers in Oncology Systems Biology epigenetic transcription EMT tumor heterogeneity |
author_facet |
John A Haley Elizabeth eHaughney Erica eUllman James eBean John D. Haley Marc eFink |
author_sort |
John A Haley |
title |
Altered Transcriptional Control Networks with Trans-Differentiation of Isogenic Mutant KRas NSCLC Models |
title_short |
Altered Transcriptional Control Networks with Trans-Differentiation of Isogenic Mutant KRas NSCLC Models |
title_full |
Altered Transcriptional Control Networks with Trans-Differentiation of Isogenic Mutant KRas NSCLC Models |
title_fullStr |
Altered Transcriptional Control Networks with Trans-Differentiation of Isogenic Mutant KRas NSCLC Models |
title_full_unstemmed |
Altered Transcriptional Control Networks with Trans-Differentiation of Isogenic Mutant KRas NSCLC Models |
title_sort |
altered transcriptional control networks with trans-differentiation of isogenic mutant kras nsclc models |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Oncology |
issn |
2234-943X |
publishDate |
2014-12-01 |
description |
BackgroundThe capacity of cancer cells to undergo epithelial mesenchymal trans-differentiation has been implicated as a factor driving metastasis, through the acquisition of enhanced migratory/invasive cell programs and the engagement of anti-apoptotic mechanisms promoting drug and radiation resistance. Our aim was to define molecular signaling changes associated with mesenchymal trans-differentiation in two KRas mutant NSCLC models. We focused on central transcription and epigenetic regulators predicted to be important for mesenchymal cell survival.Experimental designWe have modeled trans-differentiation and cancer stemness in inducible isogenic mutant KRas H358 and A549 non-small cell lung cell backgrounds. We employed large-scale quantitative phospho-proteomic, proteomic, protein-protein interaction, RNA-Seq and network function prediction approaches to dissect the molecular events associated with the establishment and maintenance of the mesenchymal state.ResultsGene set enrichment and pathway prediction indicated BMI1, KDM5B, RUNX2, MYC/MAX, NFkB, LEF1, and HIF1 target networks were significantly enriched in the trans-differentiation of H358 and A549 NSCLC models. Physical overlaps between multiple networks implicate NR4A1 as an overlapping control between TCF and NFkB pathways. Enrichment correlations also indicated marked decrease in cell cycling, which occurred early in the EMT process. RNA abundance time course studies also indicated early expression of epigenetic and chromatin regulators, including CITED4, RUNX3, CMBX1 and SIRT4. ConclusionsMultiple transcription and epigenetic pathways where altered between epithelial and mesenchymal tumor cell states, notably the polycomb repressive complex-1, HP1g and BAF/Swi-Snf. Network analysis suggests redundancy in the activation and inhibition of pathway regulators, notably factors controlling epithelial cell state. |
topic |
Systems Biology epigenetic transcription EMT tumor heterogeneity |
url |
http://journal.frontiersin.org/Journal/10.3389/fonc.2014.00344/full |
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