Department of Oral Medicine, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, USA.
BMC Oral Health. 2024 Sep 13;24(1):1084. doi: 10.1186/s12903-024-04866-7.
Ameloblastoma and odontogenic keratocyst (OKC) are odontogenic tumors that develop from remnants of odontogenic epithelium. Both display locally invasive growth characteristics and high predilection for recurrence after surgical removal. Most ameloblastomas harbor BRAFV600E mutation while OKCs are associated with PATCH1 gene mutation but distinctive indicators of ameloblastoma growth characteristics relative to OKC are still unclear. The aim of this study was to assess hub genes that underlie ameloblastoma growth characteristics using bioinformatic analysis, ameloblastoma samples and mouse xenografts of human epithelial-derived ameloblastoma cells.
RNA expression profiles were extracted from GSE186489 gene expression dataset acquired from Gene Expression Ominibus (GEO) database. Galaxy and iDEP online analysis tools were used to identify differentially expressed genes that were further characterized by gene ontology (GO) and pathway analysis using ShineyGO. The protein-protein interaction (PPI) network was constructed for significantly upregulated differentially expressed genes using online database STRING. The PPI network visualization was performed using Cytoscape and hub gene identification with cytoHubba. Top ten nodes were selected using maximum neighborhood component, degree and closeness algorithms and analysis of overlap was performed to confirm the hub genes. Epithelial-derived ameloblastoma cells from conventional ameloblastoma were transplanted into immunocompromised mice to recreate ameloblastoma in vivo based on the mouse xenograft model. The top 3 hub genes FN1, COL I and IGF-1 were validated by immunostaining and quantitative analysis of staining intensities to ameloblastoma, OKC samples and mouse ameloblastoma xenografts tissues.
Seven hub genes were identified among which FN1, COL1A1/COL1A2 and IGF-1 are associated with extracellular matrix organization, collagen binding, cell adhesion and cell surface interaction. These were further validated by positive immunoreactivity within the stroma of ameloblastoma samples but both ameloblastoma xenograft and OKC displayed only FN1 and IGF-1 immunoreactivity while COL 1 was unreactive. The expression levels of both FN1 and IGF-1 were much lower in OKC relative to ameloblastoma.
This study further validates a differentially upregulated expression of matrix proteins FN1, COL I and IGF-1 in ameloblastoma relative to OKC. It suggests that differential stromal architecture and growth characteristics of ameloblastoma relative to OKC could be an interplay of differentially upregulated genes in ameloblastoma.
造釉细胞瘤和牙源性角化囊性瘤(OKC)是来源于牙源性上皮残余的牙源性肿瘤。两者均表现出局部侵袭性生长特征,且在手术后切除后复发倾向较高。大多数造釉细胞瘤含有 BRAFV600E 突变,而 OKC 与 PATCH1 基因突变相关,但相对于 OKC 的造釉细胞瘤生长特征的独特指标仍不清楚。本研究旨在使用生物信息学分析、造釉细胞瘤样本和人上皮源性造釉细胞瘤细胞的小鼠异种移植,评估潜在的造釉细胞瘤生长特征的关键基因。
从基因表达综合数据库(GEO)数据库中提取 GSE186489 基因表达数据集的 RNA 表达谱。使用 Galaxy 和 iDEP 在线分析工具来识别差异表达基因,然后使用 ShineyGO 进行基因本体论(GO)和通路分析。使用在线数据库 STRING 构建显著上调的差异表达基因的蛋白质-蛋白质相互作用(PPI)网络。使用 Cytoscape 进行 PPI 网络可视化,并使用 cytoHubba 识别枢纽基因。使用最大邻域成分、度和接近度算法选择前 10 个节点,并进行重叠分析以确认枢纽基因。根据小鼠异种移植模型,将来自传统造釉细胞瘤的上皮源性造釉细胞瘤细胞移植到免疫缺陷小鼠体内,在体内重建造釉细胞瘤。通过免疫染色和对造釉细胞瘤、OKC 样本和小鼠造釉细胞瘤异种移植组织的染色强度的定量分析,验证了前 3 个枢纽基因 FN1、COL I 和 IGF-1。
在鉴定的 7 个枢纽基因中,FN1、COL1A1/COL1A2 和 IGF-1 与细胞外基质组织、胶原结合、细胞黏附和细胞表面相互作用有关。这些在造釉细胞瘤样本的基质中均有阳性免疫反应性,而造釉细胞瘤异种移植和 OKC 仅显示 FN1 和 IGF-1 免疫反应性,而 COL1 无反应性。OKC 中 FN1 和 IGF-1 的表达水平均明显低于造釉细胞瘤。
本研究进一步验证了 FN1、COL I 和 IGF-1 等基质蛋白在造釉细胞瘤中的表达水平明显上调,相对于 OKC。这表明,造釉细胞瘤相对于 OKC 的不同间质结构和生长特征可能是造釉细胞瘤中差异上调基因的相互作用。