A Comprehensive multi-network analysis of ceRNAs and transcription factors for papillary thyroid carcinoma diagnosis and prognosis

Abstract Supplementary Information: The online version contains supplementary material available at 10.1038/s41598-025-25114-0. Article type: Research Article Keywords: Papillary thyroid carcinoma, ceRNA network, DE-TF network, Thyroid cancer, Data processing, Genetic databases Authors: Seyede Elmira Yazdi Rouholamini ⚬, Seyed-Morteza Javadirad ⚬, Mohsen Kolahdouzan ⚬ Affiliations: https://ror.org/05h9t7759grid.411750.60000 0001 0454 365XDepartment of Cell and Molecular Biology and Microbiology, Faculty of Biological Science and Technology, University of Isfahan, Isfahan, 81746-73441 Iran; https://ror.org/04waqzz56grid.411036.10000 0001 1498 685XDepartment of Surgery, School of Medicine, Isfahan University of Medical Sciences,