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Serum Extracellular Vesicle-Derived microRNAs as Potential Biomarkers for Pleural Mesothelioma in a European Prospective Study.

Elisabetta CasaloneGiovanni BiroloBarbara PardiniAlessandra AllioneAlessia RussoChiara CatalanoManlio MencoboniDaniela FerranteCorrado MagnaniMarika SculcoIrma DianzaniFederica GrossoDario MirabelliRosa Angela FilibertiOttavio RenaCarlotta SacerdoteMiguel Rodríguez BarrancoKarl Smith-ByrneSalvatore PanicoClaudia AgnoliTheron JohnsonRudolf KaaksRosario TuminoJosé María HuertaElio RiboliAlicia K HeathCamino Trobajo-SanmartínMatthias Bernd SchulzeCalogero SaievaPilar AmianoAntonio AgudoElisabete WeiderpassPaolo VineisGiuseppe Matullo
Published in: Cancers (2022)
Malignant pleural mesothelioma (MPM) is an aggressive cancer with a dismal prognosis. Early therapeutic interventions could improve patient outcomes. We aimed to identify a pattern of microRNAs (miRNAs) as potential early non-invasive markers of MPM. In a case-control study nested in the European Prospective Investigation into Cancer and Nutrition cohort, we screened the whole miRNome in serum extracellular vesicles (EVs) of preclinical MPM cases. In a subgroup of 20 preclinical samples collected five years prior MPM diagnosis, we observed an upregulation of miR-11400 (fold change (FC) = 2.6, adjusted p -value = 0.01), miR-148a-3p (FC = 1.5, p -value = 0.001), and miR-409-3p (FC = 1.5, p -value = 0.04) relative to matched controls. The 3-miRNA panel showed a good classification capacity with an area under the receiver operating characteristic curve (AUC) of 0.81 (specificity = 0.75, sensitivity = 0.70). The diagnostic ability of the model was also evaluated in an independent retrospective cohort, yielding a higher predictive power (AUC = 0.86). A signature of EV miRNA can be detected up to five years before MPM; moreover, the identified miRNAs could provide functional insights into the molecular changes related to the late carcinogenic process, preceding MPM development.
Keyphrases
  • papillary thyroid
  • cell proliferation
  • squamous cell
  • physical activity
  • long non coding rna
  • deep learning
  • cell therapy
  • clinical trial
  • signaling pathway
  • stem cells
  • long noncoding rna
  • bone marrow
  • drug induced