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The Influence of Glycolytic Enzyme Expression on the Aggressiveness of Papillary Thyroid Carcinoma Using TCGA Data

Authors
 Won Woong Kim  ;  Daham Kim  ;  Jin Kyong Kim  ;  Sang-Wook Kang  ;  Jandee Lee  ;  Jong Ju Jeong  ;  Kee-Hyun Nam  ;  Woong Youn Chung 
Citation
 Journal of Endocrine Surgery, Vol.25(1) : 13-23, 2025-03 
Journal Title
Journal of Endocrine Surgery
ISSN
 2508-8149 
Issue Date
2025-03
Keywords
Thyroid neoplasm ; Lymphatic metastasis ; mRNA ; Enzyme
Abstract
Purpose
Several studies suggest that glycolytic enzyme expression may be linked to increased malignancy in various organs. However, the relationship between glycolytic enzyme expression and aggressiveness in papillary thyroid carcinoma (PTC) is not yet fully understood. This study aimed to determine whether glycolytic enzyme expression correlates with aggressiveness, including lymph node metastasis and extrathyroidal extension, using data from The Cancer Genome Atlas (TCGA).

Methods
Lactate dehydrogenase A (LDHA), pyruvate kinase isoform M2 (PKM2), and glucose transporter 1 (GLUT1) mRNA expression were examined in 465 PTC samples using TCGA data. We analyzed the correlation between these glycolytic enzymes and transporter protein and the clinicopathological characteristics of PTC, with a particular focus on lymph node metastasis and recurrence.

Results
Overexpression of LDHA, PKM2, and GLUT1 was associated with lymph node metastasis and the aggressive subtype of PTC. In the multivariate analysis, younger age, multifocality, advanced T stage (T3/T4), and increased PKM2 mRNA expression were significant predictors of lymph node metastasis. Among the variables, high PKM2 mRNA expression showed the strongest association with lymph node metastasis (odds ratio 6.907, P=0.001). However, there were no significant differences in disease-free survival rates according to LDHA, PKM2, or GLUT1 expression levels.

Conclusion
LDHA, PKM2, and GLUT1 overexpression is linked to lymph node metastasis and aggressive PTC subtypes. Of these, PKM2 mRNA expression may have particular potential as a biomarker for lymph node metastasis in PTC.
Files in This Item:
T202508056.pdf Download
DOI
10.16956/jes.2025.25.1.13
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Surgery (외과학교실) > 1. Journal Papers
1. College of Medicine (의과대학) > Dept. of Internal Medicine (내과학교실) > 1. Journal Papers
Yonsei Authors
Kang, Sang Wook(강상욱) ORCID logo https://orcid.org/0000-0001-5355-833X
Kim, Daham(김다함) ORCID logo https://orcid.org/0000-0003-1871-686X
Kim, Won Woong(김원웅)
Kim, Jin Kyong(김진경)
Nam, Kee Hyun(남기현) ORCID logo https://orcid.org/0000-0002-6852-1190
Lee, Jan Dee(이잔디) ORCID logo https://orcid.org/0000-0003-4090-0049
Chung, Woong Youn(정웅윤)
Jeong, Jong Ju(정종주) ORCID logo https://orcid.org/0000-0002-4155-6035
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/209746
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