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Cervical Cancer Stem-Like Cell Transcriptome Profiles Predict Response to Chemoradiotherapy.
Zuccherato, Luciana W; Machado, Christina M T; Magalhães, Wagner C S; Martins, Patrícia R; Campos, Larissa S; Braga, Letícia C; Teixeira-Carvalho, Andrea; Martins-Filho, Olindo A; Franco, Telma M R F; Paula, Sálua O C; da Silva, Israel Tojal; Drummond, Rodrigo; Gollob, Kenneth J; Salles, Paulo Guilherme O.
Affiliation
  • Zuccherato LW; Núcleo de Ensino e Pesquisa - Instituto Mário Penna, Belo Horizonte, Brazil.
  • Machado CMT; Núcleo de Ensino e Pesquisa - Instituto Mário Penna, Belo Horizonte, Brazil.
  • Magalhães WCS; Núcleo de Ensino e Pesquisa - Instituto Mário Penna, Belo Horizonte, Brazil.
  • Martins PR; Núcleo de Ensino e Pesquisa - Instituto Mário Penna, Belo Horizonte, Brazil.
  • Campos LS; Núcleo de Ensino e Pesquisa - Instituto Mário Penna, Belo Horizonte, Brazil.
  • Braga LC; Núcleo de Ensino e Pesquisa - Instituto Mário Penna, Belo Horizonte, Brazil.
  • Teixeira-Carvalho A; Instituto René Rachou - Fiocruz, Belo Horizonte, Brazil.
  • Martins-Filho OA; Instituto René Rachou - Fiocruz, Belo Horizonte, Brazil.
  • Franco TMRF; Instituto Mário Penna, Belo Horizonte, Brazil.
  • Paula SOC; Instituto Mário Penna, Belo Horizonte, Brazil.
  • da Silva IT; International Research Center, A.C. Camargo Cancer Center, São Paulo, Brazil.
  • Drummond R; International Research Center, A.C. Camargo Cancer Center, São Paulo, Brazil.
  • Gollob KJ; Núcleo de Ensino e Pesquisa - Instituto Mário Penna, Belo Horizonte, Brazil.
  • Salles PGO; Translational Immuno-Oncology Laboratory, International Research Center, A.C. Camargo Cancer Center, São Paulo, Brazil.
Front Oncol ; 11: 639339, 2021.
Article in En | MEDLINE | ID: mdl-34026616
Cervical cancer (CC) represents a major global health issue, particularly impacting women from resource constrained regions worldwide. Treatment refractoriness to standard chemoradiotheraphy has identified cancer stem cells as critical coordinators behind the biological mechanisms of resistance, contributing to CC recurrence. In this work, we evaluated differential gene expression in cervical cancer stem-like cells (CCSC) as biomarkers related to intrinsic chemoradioresistance in CC. A total of 31 patients with locally advanced CC and referred to Mário Penna Institute (Belo Horizonte, Brazil) from August 2017 to May 2018 were recruited for the study. Fluorescence-activated cell sorting was used to enrich CD34+/CD45- CCSC from tumor biopsies. Transcriptome was performed using ultra-low input RNA sequencing and differentially expressed genes (DEGs) using Log2 fold differences and adjusted p-value < 0.05 were determined. The analysis returned 1050 DEGs when comparing the Non-Responder (NR) (n=10) and Responder (R) (n=21) groups to chemoradiotherapy. These included a wide-ranging pattern of underexpressed coding genes in the NR vs. R patients and a panel of lncRNAs and miRNAs with implications for CC tumorigenesis. A panel of biomarkers was selected using the rank-based AUC (Area Under the ROC Curve) and pAUC (partial AUC) measurements for diagnostic sensitivity and specificity. Genes overlapping between the 21 highest AUC and pAUC loci revealed seven genes with a strong capacity for identifying NR vs. R patients (ILF2, RBM22P2, ACO16722.1, AL360175.1 and AC092354.1), of which four also returned significant survival Hazard Ratios. This study identifies DEG signatures that provide potential biomarkers in CC prognosis and treatment outcome, as well as identifies potential alternative targets for cancer therapy.
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: Front Oncol Year: 2021 Document type: Article Affiliation country: Brazil Country of publication: Switzerland

Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: Front Oncol Year: 2021 Document type: Article Affiliation country: Brazil Country of publication: Switzerland