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

被引:7
|
作者
Casalone, Elisabetta [1 ]
Birolo, Giovanni [1 ]
Pardini, Barbara [2 ,3 ]
Allione, Alessandra [1 ]
Russo, Alessia [1 ]
Catalano, Chiara [1 ]
Mencoboni, Manlio [4 ]
Ferrante, Daniela [5 ]
Magnani, Corrado [5 ]
Sculco, Marika [6 ]
Dianzani, Irma [6 ,7 ]
Grosso, Federica [8 ]
Mirabelli, Dario [9 ]
Filiberti, Rosa Angela [10 ]
Rena, Ottavio [11 ]
Sacerdote, Carlotta [9 ]
Rodriguez-Barranco, Miguel [12 ,13 ,14 ]
Smith-Byrne, Karl [15 ]
Panico, Salvatore [16 ]
Agnoli, Claudia [17 ]
Johnson, Theron [18 ]
Kaaks, Rudolf [18 ,19 ]
Tumino, Rosario [20 ]
Huerta, Jose Maria [14 ,21 ]
Riboli, Elio [22 ]
Heath, Alicia K. [22 ]
Trobajo-Sanmartin, Camino [14 ,23 ,24 ]
Schulze, Matthias B. [25 ,26 ]
Saieva, Calogero [27 ]
Amiano, Pilar [14 ,28 ,29 ]
Agudo, Antonio [30 ,31 ]
Weiderpass, Elisabete [32 ]
Vineis, Paolo [33 ]
Matullo, Giuseppe [1 ,7 ,34 ,35 ]
机构
[1] Univ Turin, Dept Med Sci, I-10126 Turin, Italy
[2] Italian Inst Genom Med, IIGM, I-10060 Candiolo, Italy
[3] Candiolo Canc Inst, FPO IRCCS, I-10060 Candiolo, Italy
[4] Villa Scassi Hosp, Med Oncol, I-16149 Genoa, Italy
[5] Univ Eastern Piedmont & Canc Epidemiol, Dept Translat Med, Unit Med Stat, CPO Piemonte, I-28100 Novara, Italy
[6] Univ Piemonte Orientale, Dept Hlth Sci, I-28100 Novara, Italy
[7] Univ Turin, Interdept Ctr Studies Asbestos & Other Tox Partic, I-10126 Turin, Italy
[8] Mesothelioma Unit, AO SS Antonio & Biagio & Cesare Arrigo, I-15121 Alessandria, Italy
[9] Univ Hosp & Ctr Canc Prevent CPO, Unit Canc Epidemiol, Citta Salute & Sci, I-10126 Turin, Italy
[10] IRCCS AOU San Martino IST, Clin Epidemiol, I-16100 Genoa, Italy
[11] Univ Novara, Unit Thorac Surg, I-28100 Novara, Italy
[12] Escuela Andaluza Salud Publ EASP, Granada 18012, Spain
[13] Inst Invest Biosanitaria IbsGRANADA, Granada 18012, Spain
[14] Ctr Invest Biomed Red Epidemiol & Salud Publ CIBE, Madrid 28029, Spain
[15] Univ Oxford, Nuffield Dept Populat Hlth, Canc Epidemiol Unit, Oxford OX3 7LF, England
[16] Univ Naples Federico II, EPIC Ctr Naples, Dipartimento Med Clin & Chirurg, I-80100 Naples, Italy
[17] Fdn IRCCS Ist Nazl Tumori, I-20133 Milan, Italy
[18] German Canc Res Ctr, Div Canc Epidemiol, D-69120 Heidelberg, Germany
[19] German Ctr Lung Res DZL, Translat Lung Res Ctr TLRC, D-69120 Heidelberg, Germany
[20] Hyblean Assoc Epidemiol Res AIRE ONLYS, I-97100 Ragusa, Italy
[21] Murcia Reg Hlth Council, Dept Epidemiol, IMIB Arrixaca, Murcia 30008, Spain
[22] Imperial Coll, Sch Publ Hlth, Dept Epidemiol & Biostat, London W2 1PG, England
[23] Navarra Publ Hlth Inst, Pamplona 31008, Spain
[24] Navarra Inst Hlth Res IdiSNA, Pamplona 31008, Spain
[25] German Inst Human Nutr Potsdam Rehbrucke, Dept Mol Epidemiol, D-14558 Nuthetal, Germany
[26] Univ Potsdam, Inst Nutr Sci, D-14558 Nuthetal, Germany
[27] Inst Canc Res Prevent & Clin Network ISPRO, Canc Risk Factors & Life Style Epidemiol Unit, I-50139 Florence, Italy
[28] Minist Hlth Basque Govt, Sub Directorate Publ Hlth & Addict Gipuzkoa, San Sebastian 20013, Spain
[29] Biodonostia Hlth Res Inst, Epidemiol Chron & Communicable Dis Grp, San Sebastian 20014, Spain
[30] Catalan Inst Oncol ICO, Unit Nutr & Canc, Lhospitalet De Llobregat 08908, Spain
[31] Bellvitge Biomed Res Inst IDIBELL, Nutr & Canc Grp, Epidemiol Publ Hlth Canc Prevent & Palliat Care P, Lhospitalet De Llobregat 08908, Spain
[32] WHO, Int Agcy Res Canc, F-69372 Lyon, France
[33] Imperial Coll, MRC Ctr Environm & Hlth, Sch Publ Hlth, London W2 1PG, England
[34] Citta Salute & Sci, Med Genet Unit, I-10126 Turin, Italy
[35] Dept Med Sci, Via Santena 19, I-10126 Turin, Italy
关键词
malignant pleural mesothelioma; biomarkers; microRNAs; early changes; next generation sequencing; PATHWAY; PROTEIN; MIRNAS;
D O I
10.3390/cancers15010125
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary Malignant pleural mesothelioma (MPM) is an aggressive and still incurable cancer. There is an urgent need to identify effective and reliable tools for detecting and diagnosing the early onset of MPM. In our study, we investigated the whole miRNAs expression profile from serum extracellular vesicles to identify early changes related to MPM development. miR-11400, miR-148a-3p, and miR-409-3p levels were increased in pre-clinical MPM patients up to five years before their diagnosis. The three-miRNA pattern showed a good discrimination capacity to distinguish pre-clinical MPM from cancer-free controls. The three miRNAs also displayed high diagnostic capabilities for differentiating between MPM patients and controls. This study identified a potential EV miRNA signature in preclinical MPM up to five years before diagnosis and raises the possibility of early intervention. 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.
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页数:15
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