Methylation-Driven Gene PLAU as a Potential Prognostic Marker for Differential Thyroid Carcinoma

Min Wu; Bo Wei; Sai-Li Duan; Mian Liu; Deng-Jie Ou-Yang; Peng Huang; Shi Chang

doi:10.3389/fcell.2022.819484

Methylation-Driven Gene PLAU as a Potential Prognostic Marker for Differential Thyroid Carcinoma

Front Cell Dev Biol. 2022 Jan 24:10:819484. doi: 10.3389/fcell.2022.819484. eCollection 2022.

Authors

Min Wu¹, Bo Wei¹, Sai-Li Duan¹, Mian Liu¹, Deng-Jie Ou-Yang¹, Peng Huang¹, Shi Chang^{1

2

3

4}

Affiliations

¹ Department of General Surgery, Xiangya Hospital Central South University, Changsha, China.
² National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, China.
³ Clinical Research Center for Thyroid Disease in Hunan Province, Changsha, China.
⁴ Hunan Provincial Engineering Research Center for Thyroid and Related Diseases Treatment Technology, Changsha, China.

Abstract

Purpose: Aberrant DNA methylation plays a crucial role in the tumorigenesis of differentiated thyroid cancer (DTC); nevertheless, the factors leading to the local and regional recurrence of DTC are not well understood. This study aimed to establish the connection between DNA methylation-driven genes and the recurrence of DTC. Methods: RNA sequencing profiles and DNA methylation profiles of DTC were downloaded from The Cancer Genome Atlas (TCGA) database. Combined application of the methylmix R package and univariate Cox regression analyses were used to screen and distinguish prognosis-related methylation-driven genes. Multivariate Cox regression analyses were utilized to identify the target genes that were closely associated with the recurrence of DTC. Then, correlations between the expression levels of the target genes and the clinicopathological features were verified, as well as their potential biological functions. Results: A total of 168 Methylation-driven genes were differentially expressed in thyroid cancer, among which 10 genes (GSTO2, GSTM5, GSTM1, GPX7, FGF2, LIF, PLAU, BCL10, SHARPIN and TNFRSF1A) were identified as Hub genes. We selected PLAU for further analysis because PLAU was most strongly correlated with DTC recurrence and the DNA methylation levels of PLAU were closely associated with multiple clinicopathological features of DTC. PLAU was significantly upregulated in DTC, and patients with a high expression level of PLAU had a higher risk of recurrence (p < 0.05). Functional predictions suggested that PLAU-related genes were mainly involved in the regulation of immune-related signaling pathways. Moreover, the mRNA level of PLAU was found to be positively correlated with the cell markers of neutrophils and dendritic cells. In addition, we found that two DNA methylation sites (cg06829584, cg19399285) were associated with abnormal expression of PLAU in DTC. Conclusion: The methylation-driven gene PLAU is an independent risk factor for the recurrence of DTC and it functions as an oncogene through the regulation of immune-related signaling pathways, which offers new insight into the molecular mechanisms of thyroid cancer and provides new possibilities for individualized treatment of thyroid cancer patients.

Keywords: PLAU; differential thyroid carcinoma; immune responce; methylation-driven gene; prognosis.