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

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...

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Autores principales: Wu, Min, Wei, Bo, Duan, Sai-Li, Liu, Mian, Ou-Yang, Deng-Jie, Huang, Peng, Chang, Shi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8818873/
https://www.ncbi.nlm.nih.gov/pubmed/35141223
http://dx.doi.org/10.3389/fcell.2022.819484
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author Wu, Min
Wei, Bo
Duan, Sai-Li
Liu, Mian
Ou-Yang, Deng-Jie
Huang, Peng
Chang, Shi
author_facet Wu, Min
Wei, Bo
Duan, Sai-Li
Liu, Mian
Ou-Yang, Deng-Jie
Huang, Peng
Chang, Shi
author_sort Wu, Min
collection PubMed
description 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.
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spelling pubmed-88188732022-02-08 Methylation-Driven Gene PLAU as a Potential Prognostic Marker for Differential Thyroid Carcinoma Wu, Min Wei, Bo Duan, Sai-Li Liu, Mian Ou-Yang, Deng-Jie Huang, Peng Chang, Shi Front Cell Dev Biol Cell and Developmental Biology 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. Frontiers Media S.A. 2022-01-24 /pmc/articles/PMC8818873/ /pubmed/35141223 http://dx.doi.org/10.3389/fcell.2022.819484 Text en Copyright © 2022 Wu, Wei, Duan, Liu, Ou-Yang, Huang and Chang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cell and Developmental Biology
Wu, Min
Wei, Bo
Duan, Sai-Li
Liu, Mian
Ou-Yang, Deng-Jie
Huang, Peng
Chang, Shi
Methylation-Driven Gene PLAU as a Potential Prognostic Marker for Differential Thyroid Carcinoma
title Methylation-Driven Gene PLAU as a Potential Prognostic Marker for Differential Thyroid Carcinoma
title_full Methylation-Driven Gene PLAU as a Potential Prognostic Marker for Differential Thyroid Carcinoma
title_fullStr Methylation-Driven Gene PLAU as a Potential Prognostic Marker for Differential Thyroid Carcinoma
title_full_unstemmed Methylation-Driven Gene PLAU as a Potential Prognostic Marker for Differential Thyroid Carcinoma
title_short Methylation-Driven Gene PLAU as a Potential Prognostic Marker for Differential Thyroid Carcinoma
title_sort methylation-driven gene plau as a potential prognostic marker for differential thyroid carcinoma
topic Cell and Developmental Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8818873/
https://www.ncbi.nlm.nih.gov/pubmed/35141223
http://dx.doi.org/10.3389/fcell.2022.819484
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