TY - JOUR
T1 - Gene network and biological pathways associated with susceptibility to differentiated thyroid carcinoma
AU - Kulkarni, Om
AU - Sugier, Pierre Emmanuel
AU - Guibon, Julie
AU - Boland-Augé, Anne
AU - Lonjou, Christine
AU - Bacq-Daian, Delphine
AU - Olaso, Robert
AU - Rubino, Carole
AU - Souchard, Vincent
AU - Rachedi, Frédérique
AU - Lence-Anta, Juan Jesus
AU - Ortiz, Rosa Maria
AU - Xhaard, Constance
AU - Laurent-Puig, Pierre
AU - Mulot, Claire
AU - Guizard, Anne Valérie
AU - Schvartz, Claire
AU - Boutron-Ruault, Marie Christine
AU - Ostroumova, Evgenia
AU - Kesminiene, Ausrele
AU - Deleuze, Jean François
AU - Guénel, Pascal
AU - De Vathaire, Florent
AU - Truong, Thérèse
AU - Lesueur, Fabienne
PY - 2021/4/26
Y1 - 2021/4/26
N2 - Variants identified in earlier genome-wide association studies (GWAS) on differentiated thyroid carcinoma (DTC) explain about 10% of the overall estimated genetic contribution and could not provide complete insights into biological mechanisms involved in DTC susceptibility. Integrating systems biology information from model organisms, genome-wide expression data from tumor and matched normal tissue and GWAS data could help identifying DTC-associated genes, and pathways or functional networks in which they are involved. We performed data mining of GWAS data of the EPITHYR consortium (1551 cases and 1957 controls) using various pathways and protein-protein interaction (PPI) annotation databases and gene expression data from The Cancer Genome Atlas. We identified eight DTC-associated genes at known loci 2q35 (DIRC3), 8p12 (NRG1), 9q22 (FOXE1, TRMO, HEMGN, ANP32B, NANS) and 14q13 (MBIP). Using the EW_dmGWAS approach we found that gene networks related to glycogenolysis, glycogen metabolism, insulin metabolism and signal transduction pathways associated with muscle contraction were overrepresented with association signals (false discovery rate adjusted p-value < 0.05). Additionally, suggestive association of 21 KEGG and 75 REACTOME pathways with DTC indicate a link between DTC susceptibility and functions related to metabolism of cholesterol, amino sugar and nucleotide sugar metabolism, steroid biosynthesis, and downregulation of ERBB2 signaling pathways. Together, our results provide novel insights into biological mechanisms contributing to DTC risk.
AB - Variants identified in earlier genome-wide association studies (GWAS) on differentiated thyroid carcinoma (DTC) explain about 10% of the overall estimated genetic contribution and could not provide complete insights into biological mechanisms involved in DTC susceptibility. Integrating systems biology information from model organisms, genome-wide expression data from tumor and matched normal tissue and GWAS data could help identifying DTC-associated genes, and pathways or functional networks in which they are involved. We performed data mining of GWAS data of the EPITHYR consortium (1551 cases and 1957 controls) using various pathways and protein-protein interaction (PPI) annotation databases and gene expression data from The Cancer Genome Atlas. We identified eight DTC-associated genes at known loci 2q35 (DIRC3), 8p12 (NRG1), 9q22 (FOXE1, TRMO, HEMGN, ANP32B, NANS) and 14q13 (MBIP). Using the EW_dmGWAS approach we found that gene networks related to glycogenolysis, glycogen metabolism, insulin metabolism and signal transduction pathways associated with muscle contraction were overrepresented with association signals (false discovery rate adjusted p-value < 0.05). Additionally, suggestive association of 21 KEGG and 75 REACTOME pathways with DTC indicate a link between DTC susceptibility and functions related to metabolism of cholesterol, amino sugar and nucleotide sugar metabolism, steroid biosynthesis, and downregulation of ERBB2 signaling pathways. Together, our results provide novel insights into biological mechanisms contributing to DTC risk.
UR - http://www.scopus.com/inward/record.url?scp=85105904268&partnerID=8YFLogxK
U2 - 10.1038/s41598-021-88253-0
DO - 10.1038/s41598-021-88253-0
M3 - Article
C2 - 33903625
AN - SCOPUS:85105904268
SN - 2045-2322
VL - 11
SP - 8932
JO - Scientific Reports
JF - Scientific Reports
IS - 1
ER -