Background: Alternative splicing events (ASEs), a critical post-transcriptional regulatory mechanism, expands gene expression patterns, resulting in increased protein diversity and more than 95% of human genes experience AS and encode splice variants in the regular physiological processes. While the role of AS in the thyroid cancer as yet missing, therefore, it was necessary to carry out this study to provide more information about the combination of splicing and clinical parameters, as well as potential mechanism of the survival-related splicing events in thyroid cancer. Materials and methods: Here, we draw all-around AS profiles of thyroid cancer by analyzing RNA-seq data. We also constructed prognostic models via combining splicing signatures and clinicopathological parameters. Splicing network was constructed as a way to offer functional insight into the full practical knowledge of AS in the initiation and development of thyroid cancer. Results: There were 10446 genes, and 45150 AS events in 506 TC patients, which indicates that ASEs are universal in TC. Moreover, 1819 AS signatures were identified to be significantly related to OS of TC patients and among the seven types of ASES, ES was the most common, followed by AP and AT. Kaplan-Meier survival curves results suggested that seven types of ASEs were related to bad prognosis in TC patients (P<0.05). In TC, AA (AUC: 0.937), AD (AUC: 0.965), AT (AUC: 0.964), ES (AUC: 0.999), ME (AUC: 0.999), RI (AUC: 0.837) all demonstrated an AUC over 0.6, of which ES and ME best predict the incidence of TC. We found that age and risk score (All) were risk factors for TC patients. As for ASEs is regulated by SFs, we study if the TC-ASEs were regulated by various SFs and the results demonstrated that the expression of 90 SFs was related to 469 ASEs OS in the TC cohort. Conclusions: In sum, the findings in the current study may provide a basis for spliceosomes in TC, and the methods used in this study could provide novel perspectives in other fields of tumor study to help shed light on future oncology research.