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Identification and validation of anoikis-related differentially expressed genes in nasopharyngeal carcinoma
Chaobin Huang1, Ying Peng2, Xueping Zheng3
1Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China.
Background:
Anoikis resistance is a critical feature enabling cancer cells to survive during detachment from the extracellular matrix. This study aimed to identify and validate anoikis-related differentially expressed genes (ARDEGs) in nasopharyngeal carcinoma (NPC), providing new insights into the molecular mechanisms underlying NPC progression and potential therapeutic targets.
Methods:
Four gene expression datasets from the Gene Expression Omnibus (GEO) database were integrated to form the GEO-Combined dataset. NPC and adjacent normal nasopharyngeal tissues comprising the Test_Data were subjected to RNA sequencing. The differentially expressed genes (DEGs) from the GEO-Combined and Test_Data datasets were screened. DEGs associated with anoikis were identified and termed as ARDEGs. The key genes were validated by quantitative real-time polymerase chain reaction (qRT-PCR).
Results:
A total of 104 ARDEGs were identified in our study. Five key genes (i.e., PLAUR, PTGS2, SERPINE1, CHI3L1, and ITGAV) were identified using the random forest (RF) and least absolute shrinkage and selection operator (LASSO) algorithms. A nomogram based on these five key genes showed robust diagnostic performance, with the area under the curve (AUC) underscoring its utility as a prognostic tool. Further, the functional enrichment analysis indicated that the risk model was associated with the biological pathways involved in tumor migration and invasion. Based on the model constructed from the five key genes, our study found 152 pairs of messenger RNA (mRNA)-transcription factor (TF) interaction relationships, which may provide insights into the mechanisms of metastasis and recurrence of NPC.
Conclusions:
The identification and validation of ARDEGs in NPC highlighted critical molecular players in anoikis resistance, offering potential targets for therapeutic interventions. Our study provides a comprehensive understanding of the role of ARDEGs in NPC, paving the way for further research into targeted therapies for NPC.
