Publication:
Integrative multi-omics analysis identifies a prognostic miRNA signature and a targetable miR-21-3p/TSC2/mTOR axis in metastatic pheochromocytoma/paraganglioma

dc.contributor.authorCalsina, Bruna
dc.contributor.authorCastro-Vega, Luis Jaime
dc.contributor.authorTorres-Pérez, Rafael
dc.contributor.authorInglada Perez, Lucia
dc.contributor.authorCurrás-Freixes, Maria
dc.contributor.authorRoldán-Romero, Juan María
dc.contributor.authorMancikova, Veronika
dc.contributor.authorLetón, Rocío
dc.contributor.authorRemacha, Laura
dc.contributor.authorSantos, María
dc.contributor.authorBurnichon, Nelly
dc.contributor.authorLussey-Lepoutre, Charlotte
dc.contributor.authorRapizzi, Elena
dc.contributor.authorGraña, Osvaldo
dc.contributor.authorÁlvarez-Escolá, Cristina
dc.contributor.authorde Cubas, Aguirre A
dc.contributor.authorLanillos, Javier
dc.contributor.authorCordero-Barreal, Alfonso
dc.contributor.authorMartínez-Montes, Ángel M
dc.contributor.authorBellucci, Alexandre
dc.contributor.authorAmar, Laurence
dc.contributor.authorFernandes-Rosa, Fabio Luiz
dc.contributor.authorCalatayud, María
dc.contributor.authorAller, Javier
dc.contributor.authorLamas, Cristina
dc.contributor.authorSastre-Marcos, Júlia
dc.contributor.authorCanu, Letizia
dc.contributor.authorKorpershoek, Esther
dc.contributor.authorTimmers, Henri J
dc.contributor.authorLenders, Jacques Wm
dc.contributor.authorBeuschlein, Felix
dc.contributor.authorFassnacht-Capeller, Martin
dc.contributor.authorEisenhofer, Graeme
dc.contributor.authorMannelli, Massimo
dc.contributor.authorAl-Shahrour, Fatima
dc.contributor.authorFavier, Judith
dc.contributor.authorRodriguez Antona, Cristina
dc.contributor.authorCascon Soriano, Alberto
dc.contributor.authorMontero-Conde, Cristina
dc.contributor.authorGimenez-Roqueplo, Anne-Paule
dc.contributor.authorRobledo Mercedes, Mercedes
dc.contributor.funderInstituto de Salud Carlos III
dc.contributor.funderUnión Europea. Comisión Europea. European Research Council (ERC)
dc.contributor.funderLigue Nationale Contre le Cancer (Francia)
dc.contributor.funderMinistère de la Santé. Direction Generale de Offre de Soins (Francia)
dc.contributor.funderDeutsche Forschungsgemeinschaft (Alemania)
dc.contributor.funderMinisterio de Educación, Cultura y Deporte (España)
dc.contributor.funderAsociación Española Contra el Cáncer
dc.date.accessioned2019-08-29T09:45:49Z
dc.date.available2019-08-29T09:45:49Z
dc.date.issued2019-07-09
dc.description.abstractRationale: Pheochromocytomas and paragangliomas (PPGLs) are rare neuroendocrine tumors that present variable outcomes. To date, no effective therapies or reliable prognostic markers are available for patients who develop metastatic PPGL (mPPGL). Our aim was to discover robust prognostic markers validated through in vitro models, and define specific therapeutic options according to tumor genomic features. Methods: We analyzed three PPGL miRNome datasets (n=443), validated candidate markers and assessed them in serum samples (n=36) to find a metastatic miRNA signature. An integrative study of miRNome, transcriptome and proteome was performed to find miRNA targets, which were further characterized in vitro. Results: A signature of six miRNAs (miR-21-3p, miR-183-5p, miR-182-5p, miR-96-5p, miR-551b-3p, and miR-202-5p) was associated with metastatic risk and time to progression. A higher expression of five of these miRNAs was also detected in PPGL patients' liquid biopsies compared with controls. The combined expression of miR-21-3p/miR-183-5p showed the best power to predict metastasis (AUC=0.804, P=4.67·10-18), and was found associated in vitro with pro-metastatic features, such as neuroendocrine-mesenchymal transition phenotype, and increased cell migration rate. A pan-cancer multi-omic integrative study correlated miR-21-3p levels with TSC2 expression, mTOR pathway activation, and a predictive signature for mTOR inhibitor-sensitivity in PPGLs and other cancers. Likewise, we demonstrated in vitro a TSC2 repression and an enhanced rapamycin sensitivity upon miR-21-3p expression. Conclusions: Our findings support the assessment of miR-21-3p/miR-183-5p, in tumors and liquid biopsies, as biomarkers for risk stratification to improve the PPGL patients' management. We propose miR-21-3p to select mPPGL patients who may benefit from mTOR inhibitors.es_ES
dc.description.peerreviewedes_ES
dc.description.sponsorshipWe gratefully acknowledge Manuel Morente and María Jesús Artiga from the CNIO biobank for providing assistance on tumor tissue selection, Joaquín Amat for his advice and great help on data visualization and plotting, as well as María Maroto and Guillermo de Cárcer from the Cell Division and Cancer Group at the CNIO for technical support and fruitful discussions. We are also grateful to Mathieu Madeleine and all members of the Genetics Department, Biological Resources Center and Tumor Bank Platform, Hôpital européen Georges Pompidou (BB-0033-00063) for technical support.This work was supported by the Instituto de Salud Carlos III (ISCIII), Acción Estratégica en Salud, cofounded by FEDER, [grant number PI14/00240, PI17/01796 to M.R., PI15/00783 to A.C], the Paradifference Foundation [no grant number applicable to M.R.], the ANR [ANR-2011-JCJC-00701 MODEOMAPP to AP.G-R], the European Union [FP7/2007-2013 n° 259735, Horizon 2020 n° 633983 to AP.G-R], Epigénétique et Cancer [EPIG201303 METABEPIC to AP.G-R], the the Ligue Nationale contre le Cancer ["Cartes d'Identité des Tumeurs (CIT) program" to AP.G-R], the Institut National du Cancer, the Direction Générale de l’Offre de Soins [PRT-K 2014, COMETE-TACTIC, INCa-DGOS_8663 to AP.G-R], the Deutsche Forschungsgemeinschaft(DFG) [CRC/Transregio 205/1 “The Adrenal: Central Relay in Health and Disease“ to F.B, M.F and G.E], the Rafael del Pino Foundation [Becas de Excelencia Rafael del Pino 2017 to B.C], the Severo Ochoa Excellence Programme [project SEV -2011-0191 to M.C-F], La Caixa Foundation [B004235 to JM.R-R], the Spanish Ministry of Education, Culture and Sport [grant number FPU16/05527 to M.S.], the Site de Recherche Intégré sur le Cancer-SIRIC [CARPEM Project to N.B.] and the AECC Foundation [grant number AIO15152858 to C.M. -Ces_ES
dc.format.number17es_ES
dc.format.page4946-4958es_ES
dc.format.volume9es_ES
dc.identifier.citationTheranostics. 2019 ;9(17):4946-4958es_ES
dc.identifier.doi10.7150/thno.35458es_ES
dc.identifier.e-issn1838-7640es_ES
dc.identifier.issn1838-7640es_ES
dc.identifier.journalTheranosticses_ES
dc.identifier.pubmedID31410193es_ES
dc.identifier.urihttp://hdl.handle.net/20.500.12105/8320
dc.language.isoenges_ES
dc.publisherIvyspring International Publisher
dc.relation.projectIDinfo:eu-repo/grantAgreement/ES/PI14/00240es_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/ES/PI17/01796es_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/ES/PI15/00783es_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/ES/FPU16/05527es_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/ES/SEV-2011-0191es_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/H2020/259735es_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/H2020/es_ES
dc.relation.publisherversionhttps://doi.org/ 10.7150/thno.35458es_ES
dc.repisalud.institucionCNIOes_ES
dc.repisalud.orgCNIOCNIO::Grupos de investigación::Grupo de Cáncer Endocrino Hereditarioes_ES
dc.rights.accessRightsopen accesses_ES
dc.rights.licenseAtribución-NoComercial-CompartirIgual 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0/*
dc.subjectLiquid biopsyes_ES
dc.subjectmiR-21-3pes_ES
dc.subjectMulti-omic integrationes_ES
dc.subjectPheochromocytoma/paragangliomaes_ES
dc.subjectPrognostic biomarkeres_ES
dc.titleIntegrative multi-omics analysis identifies a prognostic miRNA signature and a targetable miR-21-3p/TSC2/mTOR axis in metastatic pheochromocytoma/paragangliomaes_ES
dc.typejournal articlees_ES
dc.type.hasVersionVoRes_ES
dspace.entity.typePublication
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