Gene regulatory network underlying the immortalization of epithelial cells

Méndez López, Luis Fernando y Dávila Velderrain, José y Domínguez Hüttinger, Elisa y Enríquez Olguín, Christian y Martínez García, Juan Carlos y Alvarez Buylla Roces, María Elena (2017) Gene regulatory network underlying the immortalization of epithelial cells. BMC Systems Biology, 11 (1). pp. 1-15. ISSN 1752-0509

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Abstract Background: Tumorigenic transformationofhumanepithelialcellsinvitrohasbeendescribedexperimentallyas thepotentialresultofspontaneousimmortalization.Thisprocessischaracterizedbyaseriesofcell–statetransitions,in whichnormalepithelialcellsacquirefirstasenescentstatewhichislatersurpassedtoattainamesenchymalstem–like phenotypewithapotentiallytumorigenicbehavior.Inthispaperweaimtoprovideasystem–levelmechanistic explanationtotheemergenceofthesecelltypes,andtothetime–orderedtransitionpatternsthatarecommonto neoplasiasofepithelialorigin.Tothisend,wefirstintegratepublishedfunctionalandwell–curatedmoleculardataof thecomponentsandinteractionsthathavebeenfoundtobeinvolvedinsuchcellstatesandtransitionsintoa networkof41molecularcomponents.Wethenreducethisinitialnetworkbyremovingsimplemediators(i.e.,linear pathways),andformalizetheresultingregulatorycoreintologicalrulesthatgovernthedynamicsofeachofthe networkcomponentsasafunctionofthestatesofitsregulators. Results: ComputationaldynamicanalysisshowsthatourproposedGeneRegulatoryNetworkmodelrecoversexactly threeattractors,eachofthemdefinedbyaspecificgeneexpressionprofilethatcorrespondstotheepithelial, senescent,andmesenchymalstem–likecellularphenotypes,respectively.Weshowthatalthoughamesenchymal stem–likestatecanbeattainedevenunderunperturbedphysiologicalconditions,thelikelihoodofconvergingtothis stateisincreasedwhenpro–inflammatoryconditionsaresimulated,providingasystems–levelmechanistic explanationforthecarcinogenicroleofchronicinflammatoryconditionsobservedintheclinic.Wealsofoundthat theregulatorycoreyieldsanepigeneticlandscapethatrestrictstemporalpatternsofprogressionbetweenthesteady states,suchthatrecoveredpatternsresemblethetime–orderedtransitionsobservedduringthespontaneous immortalizationofepithelialcells,bothinvivoandinvitro. Conclusion: Ourstudystronglysuggeststhattheinvitrotumorigenictransformationofepithelialcells,which stronglycorrelateswiththepatternsobservedduringthepathologicalprogressionofepithelialcarcinogenesisinvivo, emergesfromunderlyingregulatorynetworksinvolvedinepithelialtrans–differentiationduringdevelopment. Keywords: Carcinomas,Generegulatorynetworks,Epigeneticlandscape,Booleanmodels,Phenotypicattractors

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