Gene expression analysis in circulating tumour cells to determine resistance to CDK4/6 inhibitors plus endocrine therapy in HR + /HER2- metastatic breast cancer patients

dc.contributor.affiliationUniversidade de Santiago de Compostela. Departamento de Ciencias Morfolóxicas
dc.contributor.affiliationUniversidade de Santiago de Compostela. Departamento de Psiquiatría, Radioloxía, Saúde Pública, Enfermaría e Medicina
dc.contributor.authorGonzález Conde, Miriam
dc.contributor.authorGarcía-Caballero Parada, Tomás
dc.contributor.authorLópez López, Rafael
dc.contributor.authorCosta Nogueira, Clotilde
dc.date.accessioned2026-05-08T09:18:19Z
dc.date.available2026-05-08T09:18:19Z
dc.date.issued2025-12-01
dc.date.updated2026-05-04T12:08:48Z
dc.description.abstractBackground: Metastatic breast cancer (BC) is the main cause of cancer-related mortality in women worldwide. HR + /HER2- BC patients are treated with endocrine therapy (ET), but therapeutic resistance is common. The combination of cyclin-dependent kinase 4/6 inhibitors (CDK4/6i) with ET was approved for metastatic BC patients and extended the median progression-free survival to 24 months. This therapy is not always effective, and in every patient, resistance ultimately occurs, but the underlying resistance mechanisms remain unclear. To address this gap, we explored circulating tumour cells (CTCs) as biomarkers to assess treatment response and resistance in metastatic HR + /HER2- BC patients receiving CDK4/6i plus ET. Methods: In total, 53 HR + /HER2- metastatic BC patients who received a CDK4/6i plus ET as first-line treatment were analysed, including samples from internal and external validation cohorts. CTCs were isolated using the negative enrichment approach RosetteSep (STEMCELL Technologies) or positive immunomagnetic selection targeting EpCAM, EGFR, and HER2 (AdnaTest EMT-2/StemCell Select™, QIAGEN). RNA was extracted from CTCs and PBMCs for nCounter analysis (Pancancer pathways panel) in a discovery phase. Subsequent validation was performed by RT-qPCR. Results: CTC gene expression analysis revealed that non responder patients (those who experienced disease progression before 180 days) exhibited elevated PRKCB (p-value: 0.011), MAPK3 (p-value: 0.006) and STAT3 (p-value: 0.008) expression, while responders showed increased CDK6 (p-value: 0.011) and CCND1 (p-value: 0.035) expression at baseline. CTC transcriptional characterization revealed a gene expression signature (STAT3highPRKCBhighCDK6low) that accurately classified HR + /HER2- metastatic BC patients who responded to CDK4/6i plus ET, regardless of the CTC isolation method (AUC > 0.8). CTC characterization at progression also identified biomarkers linked to therapy resistance, including the epigenetic regulators EZH2 and HDAC6 and the cell cycle regulator CDC7, which could guide the selection of subsequent therapy lines. The expression of the CDK4 and STAT3 genes in CTCs was associated with progression-free survival and overall survival, respectively. Likewise, the presence of ≥ one CTC after one cycle of therapy predicts a worse prognosis. Conclusions: CTC gene expression provides information about treatment outcomes in HR + /HER2- metastatic BC patients receiving CDK4/6i plus ET and could guide personalized strategies and improve prognosis.en
dc.description.peerreviewedSI
dc.description.sponsorshipThis research was supported by the Roche-Chus Joint Unit (IN853B 2018/03), funded by Axencia Galega de Innovación (GAIN); Vicepresidencia Segunda e Consellería de Economía; Empresa e Innovación; and Instituto de Salud Carlos III (ISCIII), with grants PI18/00183 and FI19/00140 (M.G.C support), co-financed by the European Regional Development Fund (FEDER) and through the projects CP23/00002 and PI23/00010 and co-funded by the European Union. C.Y.G. was supported by Axudas Predoutorais da Xunta de Galicia, and CC was supported by the Foundation Spanish Association Against Cancer (AECC, in Spanish) (INVES211437COST).
dc.identifier.citationGonzález-Conde, M., Yáñez, C., Abuín, C., Keup, C., Lago-Lestón, R., Aybar, M., Pedrouzo, L., Palacios, P., Curiel, T., Cueva, J., Rodríguez, C., Carmona, M., Cortegoso, A., García-Caballero, T., Muinelo-Romay, L., Kasimir-Bauer, S., López-López, R., & Costa, C. (2025). Gene expression analysis in circulating tumour cells to determine resistance to CDK4/6 inhibitors plus endocrine therapy in HR + /HER2- metastatic breast cancer patients. Journal of Translational Medicine, 23(1). https://doi.org/10.1186/S12967-025-06374-W
dc.identifier.doi10.1186/S12967-025-06374-W
dc.identifier.eissn1479-5876
dc.identifier.essn1479-5876
dc.identifier.urihttps://hdl.handle.net/10347/47184
dc.issue.number1
dc.journal.titleJournal of Translational Medicine
dc.language.isoeng
dc.publisherBioMed Central
dc.relation.projectIDinfo:eu-repo/grantAgreement/ISCIII/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016 (ISCIII)/PI18%2F00183/ES/IDENTIFICACION EN SANGRE DE RESISTENCIAS A TRATAMIENTOS SISTEMICOS EN CANCER DE MAMA METASTASICO SUBTIPOS LUMINAL
dc.relation.projectIDinfo:eu-repo/grantAgreement/ISCIII/Plan Estatal de Investigación Científica, Técnica y de Innovación para el periodo 2021-2023/PI23%2F00010/ES/Mecanismos intrínsecos de resistencia al inhibidor de CDK4%2F6 en el cáncer de mama metastásico luminal (NIKITA)
dc.relation.publisherversionhttps://doi.org/10.1186/s12967-025-06374-w
dc.rights© The Author(s) 2025. Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder.
dc.rights.accessRightsopen access
dc.sourceJournal of Translational Medicine
dc.subjectBiomarker
dc.subjectBreast cancer
dc.subjectCDK4/6 inhibitors
dc.subjectCirculating Tumour cells
dc.subjectSTAT3
dc.titleGene expression analysis in circulating tumour cells to determine resistance to CDK4/6 inhibitors plus endocrine therapy in HR + /HER2- metastatic breast cancer patientsen
dc.typejournal article
dc.type.hasVersionVoR
dc.volume.number23
dspace.entity.typePublication
oaire.awardNumberFI19/00140
oaire.awardNumberINVES211437COST
oaire.awardNumberCP23/00002
oaire.funderIdentifier10.13039/501100010769
oaire.funderIdentifier10.13039/501100000780
oaire.funderIdentifier10.13039/501100008530
oaire.funderIdentifier10.13039/501100004587
oaire.funderIdentifier10.13039/501100002704
oaire.funderIdentifier10.13039/501100002924
oaire.funderNameVicepresidencia Segunda e Consellería de Economía
oaire.funderNameAxencia Galega de Innovación
oaire.funderNameEuropean Commission
oaire.funderNameAxudas Predoutorais da Xunta de Galicia
oaire.funderNameEuropean Regional Development Fund
oaire.funderNameEmpresa e Innovación
oaire.funderNameFoundation Spanish Association Against Cancer
oaire.funderNameInstituto de Salud Carlos III
oaire.funderNameFundación Científica Asociación Española Contra el Cáncer
oaire.funderNameFederación Española de Enfermedades Raras
relation.isAuthorOfPublicationf825b64a-9678-43c6-8c1d-6a943ec91adb
relation.isAuthorOfPublication379cc913-eaca-4c1b-a99a-6e686435238d
relation.isAuthorOfPublication.latestForDiscoveryf825b64a-9678-43c6-8c1d-6a943ec91adb

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