Blood cell DNA methylation biomarkers in preclinical malignant pleural mesothelioma: The EPIC prospective cohort

被引:4
|
作者
Allione, Alessandra [1 ]
Viberti, Clara [1 ]
Cotellessa, Ilaria [1 ]
Catalano, Chiara [1 ]
Casalone, Elisabetta [1 ]
Cugliari, Giovanni [1 ]
Russo, Alessia [1 ]
Guarrera, Simonetta [2 ,3 ]
Mirabelli, Dario [4 ,5 ]
Sacerdote, Carlotta [6 ,7 ]
Gentile, Marco [8 ]
Eichelmann, Fabian [9 ,10 ]
Schulze, Matthias B. [9 ,11 ]
Harlid, Sophia [12 ]
Eriksen, Anne Kirstine [13 ]
Tjonneland, Anne [13 ,14 ]
Andersson, Martin [15 ]
Dolle, Martijn E. T. [16 ]
Van Puyvelde, Heleen [17 ]
Weiderpass, Elisabete [17 ]
Rodriguez-Barranco, Miguel [18 ,19 ,20 ]
Agudo, Antonio [21 ,22 ]
Heath, Alicia K. [23 ]
Chirlaque, Maria-Dolores [20 ,24 ]
Truong, Therese [25 ]
Dragic, Dzevka [25 ,26 ,27 ]
Severi, Gianluca [25 ,28 ]
Sieri, Sabina [29 ]
Sandanger, Torkjel M. [30 ]
Ardanaz, Eva [20 ,31 ,32 ]
Vineis, Paolo [33 ]
Matullo, Giuseppe [1 ,5 ,34 ]
机构
[1] Univ Turin, Dept Med Sci, Via Santena 19, I-10126 Turin, Italy
[2] IRCCS, IIGM Italian Inst Genom Med, Turin, Italy
[3] FPO IRCCS, Candiolo Canc Inst, Candiolo, Italy
[4] Univ Turin, Dept Med Sci, Canc Epidemiol Unit, Turin, Italy
[5] Univ Turin, Interdept Ctr Studies Asbestos & Other Tox Partic, Turin, Italy
[6] Citta Salute & Sci Univ Hosp, Unit Canc Epidemiol, Turin, Italy
[7] Ctr Canc Prevent CPO, Turin, Italy
[8] AOU Federico II, Naples, Italy
[9] German Inst Human Nutr Potsdam Rehbrucke, Dept Mol Epidemiol, Nuthetal, Germany
[10] German Ctr Diabet Res DZD, Neuherberg, Germany
[11] Univ Potsdam, Inst Nutr Sci, Nuthetal, Germany
[12] Umea Univ, Dept Radiat Sci, Umea, Sweden
[13] Danish Canc Soc Res Ctr, Diet Genes & Environm, Copenhagen, Denmark
[14] Univ Copenhagen, Dept Publ Hlth, Copenhagen, Denmark
[15] Umea Univ, Dept Publ Hlth & Clin Med, Sustainable Hlth, Umea, Sweden
[16] Natl Inst Publ Hlth & Environm, Ctr Hlth Protect, Bilthoven, Netherlands
[17] World Hlth Org, Int Agcy Res Canc, Lyon, France
[18] Escuela Andaluza Salud Publ EASP, Granada, Spain
[19] Inst Invest Biosanitaria Ibs GRANADA, Granada, Spain
[20] CIBER Epidemiol & Publ Hlth CIBERESP, Madrid, Spain
[21] Catalan Inst Oncol ICO, Unit Nutr & Canc, Barcelona, Spain
[22] Bellvitge Biomed Res Inst IDIBELL, Nutr & Canc Grp, Epidemiol Publ Hlth Canc Prevent & Palliat Care P, Barcelona, Spain
[23] Imperial Coll London, Sch Publ Hlth, Dept Epidemiol & Biostat, London, England
[24] Murcia Univ, Reg Hlth Council, Dept Epidemiol, IMIB Arrixaca, Murcia, Spain
[25] Univ Paris Saclay, UVSQ, INSERM, CESP,U1018,Exposome Hered Canc & Hlth Team, Paris, France
[26] Univ Laval, Fac Med, Dept Med Sociale & Prevent, Ctr Rech Sur Canc, Quebec City, PQ, Canada
[27] Univ Laval, Axe Oncol, Ctr Rech, CHU Quebec, Quebec City, PQ, Canada
[28] Univ Florence, Dept Stat Comp Sci & Applicat G Parenti DISIA, Florence, Italy
[29] Fdn IRCCS Ist Nazl Tumori Milano, Epidemiol & Prevent Unit, Via Venezian, Milan, Italy
[30] UiT Arctic Univ Norway, Dept Community Med, Tromso, Norway
[31] Navarra Publ Hlth Inst, Pamplona, Spain
[32] Navarra Inst Hlth Res, IdiSNA, Pamplona, Spain
[33] Imperial Coll London, MRC Ctr Environm & Hlth, London, England
[34] AOU Citta Salute & Sci, Med Genet Unit, Turin, Italy
基金
英国医学研究理事会; 瑞典研究理事会;
关键词
cancer biomarkers; DNA methylation; mesothelioma; prospective nested case-control study; GENETIC SUSCEPTIBILITY; EXPRESSION; CANCER; LHX6; ASBESTOS; PROTEIN; MARKER;
D O I
10.1002/ijc.34339
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Malignant pleural mesothelioma (MPM) is a rare and aggressive cancer mainly caused by asbestos exposure. Specific and sensitive noninvasive biomarkers may facilitate and enhance screening programs for the early detection of cancer. We investigated DNA methylation (DNAm) profiles in MPM prediagnostic blood samples in a case-control study nested in the European Prospective Investigation into Cancer and nutrition (EPIC) cohort, aiming to characterise DNAm biomarkers associated with MPM. From the EPIC cohort, we included samples from 135 participants who developed MPM during 20 years of follow-up and from 135 matched, cancer-free, controls. For the discovery phase we selected EPIC participants who developed MPM within 5 years from enrolment (n = 36) with matched controls. We identified nine differentially methylated CpGs, selected by 10-fold cross-validation and correlation analyses: cg25755428 (MRI1), cg20389709 (KLF11), cg23870316, cg13862711 (LHX6), cg06417478 (HOOK2), cg00667948, cg01879420 (AMD1), cg25317025 (RPL17) and cg06205333 (RAP1A). Receiver operating characteristic (ROC) analysis showed that the model including baseline characteristics (age, sex and PC1wbc) along with the nine MPM-related CpGs has a better predictive value for MPM occurrence than the baseline model alone, maintaining some performance also at more than 5 years before diagnosis (area under the curve [AUC] < 5 years = 0.89; AUC 5-10 years = 0.80; AUC >10 years = 0.75; baseline AUC range = 0.63-0.67). DNAm changes as noninvasive biomarkers in prediagnostic blood samples of MPM cases were investigated for the first time. Their application can improve the identification of asbestos-exposed individuals at higher MPM risk to possibly adopt more intensive monitoring for early disease identification.
引用
收藏
页码:725 / 737
页数:13
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