Differential gene expression and network analysis in head and neck squamous cell carcinoma

被引:3
|
作者
Habib, Insan [1 ]
Anjum, Farah [2 ]
Mohammad, Taj [3 ]
Sulaimani, Md Nayab [3 ]
Shafie, Alaa [2 ]
Almehmadi, Mazen [2 ]
Yadav, Dharmendra Kumar [4 ]
Sohal, Sukhwinder Singh [5 ]
Hassan, Md Imtaiyaz [3 ]
机构
[1] Jamia Millia Islamia, Dept Comp Sci, New Delhi 110025, India
[2] Taif Univ, Coll Appl Med Sci, Dept Clin Lab Sci, POB 11099, At Taif 21944, Saudi Arabia
[3] Jamia Millia Islamia, Ctr Interdisciplinary Res Basic Sci, New Delhi 110025, India
[4] Gachon Univ Med & Sci, Coll Pharm, Incheon 21924, South Korea
[5] Univ Tasmania, Coll Hlth & Med, Sch Hlth Sci, Resp Translat Res Grp,Dept Lab Med, Launceston, Tas, Australia
关键词
Head and neck squamous cell carcinoma; Differential gene expression; Network analysis; Survival analysis; Target-propelled therapy; CANCER-TESTIS ANTIGENS; CANCER/TESTIS ANTIGENS; HUMAN-PAPILLOMAVIRUS; POOR-PROGNOSIS; PRAME; BIOMARKERS; PROMOTES; MAGE; PREVALENCE; APOPTOSIS;
D O I
10.1007/s11010-022-04379-3
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Head and neck squamous cell carcinoma (HNSCC) is a prevalent malignancy with a poor prognosis, whose biomarkers have not been studied in great detail. We have collected genomic data of HNSCC patients from The Cancer Genome Atlas (TCGA) and analyzed them to get deeper insights into the gene expression pattern. Initially, 793 differentially expressed genes (DEGs) were categorized, and their enrichment analysis was performed. Later, a protein-protein interaction network for the DEGs was constructed using the STRING plugin in Cytoscape to study their interactions. A set of 10 hub genes was selected based on Maximal Clique Centrality score, and later their survival analysis was studied. The elucidated set of 10 genes, i.e., PRAME, MAGEC2, MAGEA12, LHX1, MAGEA3, CSAG1, MAGEA6, LCE6A, LCE2D, LCE2C, referred to as potential candidates to be explored as HNSCC biomarkers. The Kaplan-Meier overall survival of the selected genes suggested that the alterations in the candidate genes were linked to the decreased survival of the HNSCC patients. Altogether, the results of this study signify that the genomic alterations and differential expression of the selected genes can be explored in therapeutic interpolations of HNSCC, exploiting early diagnosis and target-propelled therapy.
引用
收藏
页码:1361 / 1370
页数:10
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