TY - JOUR
T1 - Peripheral Blood DNA Methylation as Potential Biomarker of Malignant Pleural Mesothelioma in Asbestos-Exposed Subjects
AU - Guarrera, Simonetta
AU - Viberti, Clara
AU - Cugliari, Giovanni
AU - Allione, Alessandra
AU - Casalone, Elisabetta
AU - Betti, Marta
AU - Ferrante, Daniela
AU - Aspesi, Anna
AU - Casadio, Caterina
AU - Grosso, Federica
AU - Libener, Roberta
AU - Piccolini, Ezio
AU - Mirabelli, Dario
AU - Dianzani, Irma
AU - Magnani, Corrado
AU - Matullo, Giuseppe
N1 - Publisher Copyright:
© 2018 International Association for the Study of Lung Cancer
PY - 2019/3
Y1 - 2019/3
N2 - Introduction: Malignant pleural mesothelioma (MPM) is an aggressive tumor strongly associated with asbestos exposure. Patients are usually diagnosed when current treatments have limited benefits, highlighting the need for noninvasive early diagnostic tests to monitor asbestos-exposed people. Methods: We used a genome-wide methylation array to identify, in asbestos-exposed subjects, novel blood DNA methylation markers of MPM in 163 MPM cases and 137 cancer-free controls (82 MPM cases and 68 controls, training set; replication in 81 MPM cases and 69 controls, test set) sampled from the same areas. Results: Evidence of differential methylation between MPM cases and controls was found (more than 800 cytosine-guanine dinucleotide sites, false discovery rate p value (p fdr ) < 0.05), mainly in immune system–related genes. Considering the top differentially methylated signals, seven single- cytosine-guanine dinucleotides and five genomic regions of coordinated methylation replicated with similar effect size in the test set (p fdr < 0.05). The top hypomethylated single-CpG (cases versus controls effect size less than -0.15, p fdr < 0.05 in both the training and test sets) was detected in FOXK1 (Forkhead-box K1) gene, an interactor of BAP1 which was found mutated in MPM tissue and as germline mutation in familial MPM. In the test set, comparison of receiver operating characteristic curves and the area under the curve (AUC) of two models, including or excluding methylation, showed a significant increase in case/control discrimination when considering DNA methylation together with asbestos exposure (AUC = 0.81 versus AUC = 0.89, DeLong's test p = 0.0013). Conclusions: We identified signatures of differential methylation in DNA from whole blood between asbestos exposed MPM cases and controls. Our results provide the rationale to further investigate, in prospective studies, the potential use of blood DNA methylation profiles for the identification of early changes related to the MPM carcinogenic process.
AB - Introduction: Malignant pleural mesothelioma (MPM) is an aggressive tumor strongly associated with asbestos exposure. Patients are usually diagnosed when current treatments have limited benefits, highlighting the need for noninvasive early diagnostic tests to monitor asbestos-exposed people. Methods: We used a genome-wide methylation array to identify, in asbestos-exposed subjects, novel blood DNA methylation markers of MPM in 163 MPM cases and 137 cancer-free controls (82 MPM cases and 68 controls, training set; replication in 81 MPM cases and 69 controls, test set) sampled from the same areas. Results: Evidence of differential methylation between MPM cases and controls was found (more than 800 cytosine-guanine dinucleotide sites, false discovery rate p value (p fdr ) < 0.05), mainly in immune system–related genes. Considering the top differentially methylated signals, seven single- cytosine-guanine dinucleotides and five genomic regions of coordinated methylation replicated with similar effect size in the test set (p fdr < 0.05). The top hypomethylated single-CpG (cases versus controls effect size less than -0.15, p fdr < 0.05 in both the training and test sets) was detected in FOXK1 (Forkhead-box K1) gene, an interactor of BAP1 which was found mutated in MPM tissue and as germline mutation in familial MPM. In the test set, comparison of receiver operating characteristic curves and the area under the curve (AUC) of two models, including or excluding methylation, showed a significant increase in case/control discrimination when considering DNA methylation together with asbestos exposure (AUC = 0.81 versus AUC = 0.89, DeLong's test p = 0.0013). Conclusions: We identified signatures of differential methylation in DNA from whole blood between asbestos exposed MPM cases and controls. Our results provide the rationale to further investigate, in prospective studies, the potential use of blood DNA methylation profiles for the identification of early changes related to the MPM carcinogenic process.
KW - Asbestos exposure
KW - Case-control discrimination
KW - DNA-methylation
KW - Early biomarker
KW - Malignant pleural mesothelioma
UR - https://www.scopus.com/pages/publications/85061700849
U2 - 10.1016/j.jtho.2018.10.163
DO - 10.1016/j.jtho.2018.10.163
M3 - Article
SN - 1556-0864
VL - 14
SP - 527
EP - 539
JO - Journal of Thoracic Oncology
JF - Journal of Thoracic Oncology
IS - 3
ER -