GALNT6 associated with O-GlcNAcylation contributes to the tumorigenesis of oral squamous cell carcinoma

Abstract Background We aimed to explore the regulatory gene associated with O-GlcNAcylation in oral squamous cell carcinoma (OSCC) and the underlying mechanism. Methods The publicly available gene expression datasets (GSE23558 and GSE25099) were downloaded from Gene Expression Omnibus database. Diff...

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Main Authors: Junfeng Yan, Xuan Tang, Yingying Zhou, Xin Xiong
Format: Article
Language:English
Published: Springer 2025-07-01
Series:Discover Oncology
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Online Access:https://doi.org/10.1007/s12672-025-02960-y
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author Junfeng Yan
Xuan Tang
Yingying Zhou
Xin Xiong
author_facet Junfeng Yan
Xuan Tang
Yingying Zhou
Xin Xiong
author_sort Junfeng Yan
collection DOAJ
description Abstract Background We aimed to explore the regulatory gene associated with O-GlcNAcylation in oral squamous cell carcinoma (OSCC) and the underlying mechanism. Methods The publicly available gene expression datasets (GSE23558 and GSE25099) were downloaded from Gene Expression Omnibus database. Differentially expressed genes (DEGs) between tumor and controls were identified by limma package. O-GlcNAcylation related genes with differential expression were screened and filtered by LASSO, RF and SVM machine learning models. The expression of one key gene (GALNT6) was validated in OSCC cells by qRT-PCR assay. Immunohistochemistry staining was used to detect the expression of GALNT6 in clinical tissue samples. GALNT6 expression was knocked down by siRNA transfection. CCK8, cell clone, cell scratch assays and transwell assay were employed to examine the proliferation, migration and invasion ability of OSCC cells. Results Total 16 O-GlcNAcylation-related genes were found to be differentially expressed in OSCC, which were significantly enriched in glycosylation. Four key genes (MUC15, ADAMTS12, GALNT6 and FUT6) were identified with promising prognostic value by three machine learning algorithms. GALNT6 were aberrantly upregulated in OSCC cells and tissues. After GALNT6 knockdown, the cell viability, colony formation, and wound healing ability were obviously reduced, in parallel with suppressed metastasis ability in OSCC cells. Conclusion GALNT6 associated with O-GlcNAcylation is overexpressed in OSCC and its knockdown inhibits the growth of OSCC in vitro.
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spelling doaj-art-e0a9df780cba441294ca4981bc65e9d22025-08-20T04:03:03ZengSpringerDiscover Oncology2730-60112025-07-0116111410.1007/s12672-025-02960-yGALNT6 associated with O-GlcNAcylation contributes to the tumorigenesis of oral squamous cell carcinomaJunfeng Yan0Xuan Tang1Yingying Zhou2Xin Xiong3Department of Oral and Maxillofacial Surgery, The First Affiliated Hospital of Nanchang UniversityDepartment of Oral and Maxillofacial Surgery, The First Affiliated Hospital of Nanchang UniversityDepartment of Oral and Maxillofacial Surgery, The First Affiliated Hospital of Nanchang UniversityDepartment of Pathology, The First Affiliated Hospital of Nanchang UniversityAbstract Background We aimed to explore the regulatory gene associated with O-GlcNAcylation in oral squamous cell carcinoma (OSCC) and the underlying mechanism. Methods The publicly available gene expression datasets (GSE23558 and GSE25099) were downloaded from Gene Expression Omnibus database. Differentially expressed genes (DEGs) between tumor and controls were identified by limma package. O-GlcNAcylation related genes with differential expression were screened and filtered by LASSO, RF and SVM machine learning models. The expression of one key gene (GALNT6) was validated in OSCC cells by qRT-PCR assay. Immunohistochemistry staining was used to detect the expression of GALNT6 in clinical tissue samples. GALNT6 expression was knocked down by siRNA transfection. CCK8, cell clone, cell scratch assays and transwell assay were employed to examine the proliferation, migration and invasion ability of OSCC cells. Results Total 16 O-GlcNAcylation-related genes were found to be differentially expressed in OSCC, which were significantly enriched in glycosylation. Four key genes (MUC15, ADAMTS12, GALNT6 and FUT6) were identified with promising prognostic value by three machine learning algorithms. GALNT6 were aberrantly upregulated in OSCC cells and tissues. After GALNT6 knockdown, the cell viability, colony formation, and wound healing ability were obviously reduced, in parallel with suppressed metastasis ability in OSCC cells. Conclusion GALNT6 associated with O-GlcNAcylation is overexpressed in OSCC and its knockdown inhibits the growth of OSCC in vitro.https://doi.org/10.1007/s12672-025-02960-yOral squamous cell carcinomaO-GlcNAcylationBioinformaticsGALNT6
spellingShingle Junfeng Yan
Xuan Tang
Yingying Zhou
Xin Xiong
GALNT6 associated with O-GlcNAcylation contributes to the tumorigenesis of oral squamous cell carcinoma
Discover Oncology
Oral squamous cell carcinoma
O-GlcNAcylation
Bioinformatics
GALNT6
title GALNT6 associated with O-GlcNAcylation contributes to the tumorigenesis of oral squamous cell carcinoma
title_full GALNT6 associated with O-GlcNAcylation contributes to the tumorigenesis of oral squamous cell carcinoma
title_fullStr GALNT6 associated with O-GlcNAcylation contributes to the tumorigenesis of oral squamous cell carcinoma
title_full_unstemmed GALNT6 associated with O-GlcNAcylation contributes to the tumorigenesis of oral squamous cell carcinoma
title_short GALNT6 associated with O-GlcNAcylation contributes to the tumorigenesis of oral squamous cell carcinoma
title_sort galnt6 associated with o glcnacylation contributes to the tumorigenesis of oral squamous cell carcinoma
topic Oral squamous cell carcinoma
O-GlcNAcylation
Bioinformatics
GALNT6
url https://doi.org/10.1007/s12672-025-02960-y
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AT yingyingzhou galnt6associatedwithoglcnacylationcontributestothetumorigenesisoforalsquamouscellcarcinoma
AT xinxiong galnt6associatedwithoglcnacylationcontributestothetumorigenesisoforalsquamouscellcarcinoma