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Pan-cancer association of a centrosome amplification gene expression signature with genomic alterations and clinical outcome.
de Almeida, Bernardo P; Vieira, André F; Paredes, Joana; Bettencourt-Dias, Mónica; Barbosa-Morais, Nuno L.
Affiliation
  • de Almeida BP; Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal.
  • Vieira AF; i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal.
  • Paredes J; IPATIMUP - Instituto de Patologia e Imunologia Molecular, Universidade do Porto, Porto, Portugal.
  • Bettencourt-Dias M; i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal.
  • Barbosa-Morais NL; IPATIMUP - Instituto de Patologia e Imunologia Molecular, Universidade do Porto, Porto, Portugal.
PLoS Comput Biol ; 15(3): e1006832, 2019 03.
Article in En | MEDLINE | ID: mdl-30856170
ABSTRACT
Centrosome amplification (CA) is a common feature of human tumours and a promising target for cancer therapy. However, CA's pan-cancer prevalence, molecular role in tumourigenesis and therapeutic value in the clinical setting are still largely unexplored. Here, we used a transcriptomic signature (CA20) to characterise the landscape of CA-associated gene expression in 9,721 tumours from The Cancer Genome Atlas (TCGA). CA20 is upregulated in cancer and associated with distinct clinical and molecular features of breast cancer, consistently with our experimental CA quantification in patient samples. Moreover, we show that CA20 upregulation is positively associated with genomic instability, alteration of specific chromosomal arms and C>T mutations, and we propose novel molecular players associated with CA in cancer. Finally, high CA20 is associated with poor prognosis and, by integrating drug sensitivity with drug perturbation profiles in cell lines, we identify candidate compounds for selectively targeting cancer cells exhibiting transcriptomic evidence for CA.
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Breast Neoplasms / Centrosome / Gene Expression Profiling Type of study: Prognostic_studies / Risk_factors_studies Limits: Female / Humans Language: En Journal: PLoS Comput Biol Journal subject: BIOLOGIA / INFORMATICA MEDICA Year: 2019 Document type: Article Affiliation country: Portugal

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Breast Neoplasms / Centrosome / Gene Expression Profiling Type of study: Prognostic_studies / Risk_factors_studies Limits: Female / Humans Language: En Journal: PLoS Comput Biol Journal subject: BIOLOGIA / INFORMATICA MEDICA Year: 2019 Document type: Article Affiliation country: Portugal