Data mining on identifying diagnosis and prognosis biomarkers in head and neck squamous carcinoma

被引:8
|
作者
Ju, Guoyuan [1 ]
Yao, Zhangyu [2 ,3 ,4 ]
Zhao, Yanbin [2 ,3 ,4 ]
Zhao, Xiaotong [5 ]
Liu, Fangzhou [2 ,3 ,4 ]
机构
[1] Nanjing Med Univ, Affiliated Canc Hosp, Nanjing 210029, Peoples R China
[2] Jiangsu Canc Hosp, Dept Head & Neck Surg, Nanjing 210029, Peoples R China
[3] Jiangsu Inst Canc Res, Nanjing 210029, Peoples R China
[4] Nanjing Med Univ, Affiliated Canc Hosp, Nanjing 210029, Peoples R China
[5] Xuzhou Med Univ, Dept Otorhinolaryngol & Head & Neck Surg, Affiliated Hosp, Nanjing 221000, Peoples R China
基金
中国国家自然科学基金;
关键词
CELL CARCINOMA; CANCER; MUTATION; TARGET;
D O I
10.1038/s41598-023-37216-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Head and neck squamous carcinoma (HNSC) induces high cancer-related death worldwide. The biomarker screening on diagnosis and prognosis is of great importance. This research is aimed to explore the specific diagnostic and prognostic biomarkers for HNSC through bioinformatics analysis. The mutation and dysregulation data were acquired from UCSC Xena and TCGA databases. The top ten genes with mutation frequency in HNSC were TP53 (66%), TTN (35%), FAT1 (21%), CDKN2A (20%), MUC16 (17%), CSMD3 (16%), PIK3CA (16%), NOTCH1 (16%), SYNE1 (15%), LRP1B (14%). A total of 1,060 DEGs were identified, with 396 up-regulated and 665 downregulated in HNSC patients. Patients with lower expression of ACTN2 (P=0.039, HR=1.3), MYH1 (P=0.005, HR=1.5), MYH2 (P=0.035, HR=1.3), MYH7 (P=0.053, HR=1.3), and NEB (P=0.0043, HR=1.5) exhibit longer overall survival time in HNSC patients. The main DEGs were further analyzed by pan-cancer expression and immune cell infiltration analyses. MYH1, MYH2, and MYH7 were dysregulated in the cancers. Compared with HNSC, their expression levels are lower in the other types of cancers. MYH1, MYH2, and MYH7 were expected to be the specific diagnostic and prognostic molecular biomarkers of HNSC. All five DEGs have a significant positive correlation with CD4+T cells and macrophages.
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页数:12
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