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Immune-focused multi-omics analysis of prostate cancer: leukocyte Ig-Like receptors are associated with disease progression.
Vittrant, Benjamin; Bergeron, Alain; Molina, Oscar Eduardo; Leclercq, Mickael; Légaré, Xavier-Philippe; Hovington, Hélène; Picard, Valérie; Martin-Magniette, Marie-Laure; Livingstone, Julie; Boutros, Paul C; Collins, Colin; Fradet, Yves; Droit, Arnaud.
Affiliation
  • Vittrant B; Computational Biology Laboratory, CHU de Québec - Université Laval Research Center, Québec City, QC, Canada.
  • Bergeron A; Laboratoire d'Uro-Oncologie Expérimentale, Axe Oncologie, Centre de Recherche Du CHU de Québec-Université Laval, Québec, Canada.
  • Molina OE; Laboratoire d'Uro-Oncologie Expérimentale, Axe Oncologie, Centre de Recherche Du CHU de Québec-Université Laval, Québec, Canada.
  • Leclercq M; Laboratoire d'Uro-Oncologie Expérimentale, Axe Oncologie, Centre de Recherche Du CHU de Québec-Université Laval, Québec, Canada.
  • Légaré XP; Computational Biology Laboratory, CHU de Québec - Université Laval Research Center, Québec City, QC, Canada.
  • Hovington H; Laboratoire d'Uro-Oncologie Expérimentale, Axe Oncologie, Centre de Recherche Du CHU de Québec-Université Laval, Québec, Canada.
  • Picard V; Laboratoire d'Uro-Oncologie Expérimentale, Axe Oncologie, Centre de Recherche Du CHU de Québec-Université Laval, Québec, Canada.
  • Martin-Magniette ML; Laboratoire d'Uro-Oncologie Expérimentale, Axe Oncologie, Centre de Recherche Du CHU de Québec-Université Laval, Québec, Canada.
  • Livingstone J; Universities of Paris Saclay, Paris, Evry, CNRS, INRAE, Institute of Plant Sciences Paris Saclay (IPS2), Gif Sur Yvette, France.
  • Boutros PC; Departments of Human Genetics & Urology, Jonsson Comprehensive Cancer Center and Institute for Precision Health, University of California, Los Angeles, USA.
  • Collins C; Departments of Human Genetics & Urology, Jonsson Comprehensive Cancer Center and Institute for Precision Health, University of California, Los Angeles, USA.
  • Fradet Y; Departments of Medical Biophysics and Pharmacology & Toxicology, University of Toronto, Toronto, ON, Canada.
  • Droit A; Vancouver Prostate Cancer Centre, Vancouver, British Columbia, Canada.
Oncoimmunology ; 9(1): 1851950, 2020 12 01.
Article in En | MEDLINE | ID: mdl-33299664
Prostate cancer (PCa) immunotherapy has shown limited efficacy so far, even in advanced-stage cancers. The success rate of PCa immunotherapy might be improved by approaches more adapted to the immunobiology of the disease. The objective of this study was to perform a multi-omics analysis to identify immune genes associated with PCa progression to better characterize PCa immunobiology and propose new immunotherapeutic targets. mRNA, miRNA, methylation, copy number aberration, and single nucleotide variant datasets from The Cancer Genome Atlas PRAD cohort were analyzed after filtering for genes associated with immunity. Sparse partial least squares-discriminant analyses were performed to identify features associated with biochemical recurrence (BCR) in each type of omics data. Selected features predicted BCR with a balanced error rate (BER) of 0.20 to 0.51 in single-omics and of 0.05 in multi-omics analyses. Amongst features associated with BCR were genes from the Immunoglobulin Ig-like Receptor (LILR) family which are immune checkpoints with immunotherapeutic potential. Using Multivariate INTegrative (MINT) analysis, the association of five LILR genes with BCR was quantified in a combination of three RNA-seq datasets and confirmed with Kaplan-Meier analysis in both these and in an independent RNA-seq dataset. Finally, immunohistochemistry showed that a high number of LILRB1 positive cells within the tumors predicted long-term adverse outcomes. Thus, tumors characterized by abnormal expression of LILR genes have an elevated risk of recurring after definitive local therapy. The immunotherapeutic potential of these regulators to stimulate the immune response against PCa should be evaluated in pre-clinical models.
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Prostatic Neoplasms / Neoplasm Recurrence, Local Type of study: Prognostic_studies / Risk_factors_studies Limits: Humans / Male Language: En Journal: Oncoimmunology Year: 2020 Document type: Article Affiliation country: Canada Country of publication: United States

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Prostatic Neoplasms / Neoplasm Recurrence, Local Type of study: Prognostic_studies / Risk_factors_studies Limits: Humans / Male Language: En Journal: Oncoimmunology Year: 2020 Document type: Article Affiliation country: Canada Country of publication: United States