Identification of characteristic genes in cutaneous squamous cell carcinoma based on weighted gene co-expression network analysis

被引:0
作者
Xiao, Qipeng [1 ]
Xu, Pengfei [1 ]
Xu, Wenjun [2 ]
Song, Qiuhe [1 ]
Mao, Yousheng [1 ,3 ]
机构
[1] Jiujiang Univ, Dept Dermatol, Affiliated Hosp, Jiujiang, Jiangxi, Peoples R China
[2] Jiujiang Vocat Univ, Coll Nursing, Jiujiang, Jiangxi, Peoples R China
[3] Jiujiang Univ, Jiujiang Clin Precis Med Res Ctr, Affiliated Hosp, Jiujiang, Jiangxi, Peoples R China
关键词
cutaneous squamous cell carcinoma; weighted gene co -expression network analysis; characteristic genes; immune microenvironment (IME); LASSO; UNITED-STATES; RISK-FACTORS; CANCER; MIGRATION; DISEASE; SKIN;
D O I
10.3389/fgene.2025.1470584
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Objective This study aims to identify characteristic genes associated with cutaneous squamous cell carcinoma (cSCC).Methods Differentially expressed genes (DEGs) and hub genes in key module were identified using the limma package and weighted gene co-expression network analysis (WGCNA) in R software, respectively. The intersection of these genes was then subjected to LASSO regression to pinpoint characteristic genes. The correlation between immune cell infiltration and these characteristic genes was further elucidated using single-sample Gene Set Enrichment Analysis and Spearman correlation analysis.Results A total of 113 DEGs were identified, along with their associated biological pathways. From this pool, five characteristic genes-ADH1B, CCL27, ID4, LRP4 and S100A9-were selected and validated. Immune infiltration analysis revealed significant correlations between these genes and various immune cell types, particularly with CCL27, ID4, LRP4 and S100A9.Conclusion The identification of characteristic genes for cSCC provides valuable insights into its molecular mechanisms. The correlations between these genes and immune cell infiltration suggests their potential roles in tumor immunity.
引用
收藏
页数:13
相关论文
共 43 条
[21]   Secondary analysis of existing microarray data reveals potential gene drivers of cutaneous squamous cell carcinoma [J].
Liu, Haibo ;
Chen, Daxiang ;
Liu, Ping ;
Xu, Shuqia ;
Lin, Xunxun ;
Zeng, Ruixi .
JOURNAL OF CELLULAR PHYSIOLOGY, 2019, 234 (09) :15270-15278
[22]   Prognostic implications of alcohol dehydrogenases in hepatocellular carcinoma [J].
Liu, Xiangye ;
Li, Tingting ;
Kong, Delong ;
You, Hongjuan ;
Kong, Fanyun ;
Tang, Renxian .
BMC CANCER, 2020, 20 (01)
[23]   IL-6 as new prognostic factor in patients with advanced cutaneous squamous cell carcinoma treated with cemiplimab [J].
Mallardo, Domenico ;
Simeone, Ester ;
Festino, Lucia ;
Tuffanelli, Marilena ;
Vanella, Vito ;
Trojaniello, Claudia ;
Vitale, Maria Grazia ;
Ottaviano, Margaret ;
Capone, Mariaelena ;
Madonna, Gabriele ;
Sparano, Francesca ;
Cioli, Eleonora ;
Scarpato, Luigi ;
Palla, Marco ;
Di Trolio, Rossella ;
Meinardi, Paolo ;
Caraco, Corrado ;
Ferrara, Gerardo ;
Muto, Paolo ;
Cavalcanti, Ernesta ;
Ascierto, Paolo Antonio .
JOURNAL OF TRANSLATIONAL MEDICINE, 2023, 21 (01)
[24]   Review of S100A9 biology and its role in cancer [J].
Markowitz, Joseph ;
Carson, William E., III .
BIOCHIMICA ET BIOPHYSICA ACTA-REVIEWS ON CANCER, 2013, 1835 (01) :100-109
[25]   FSTL3 is associated with prognosis and immune cell infiltration in lung adenocarcinoma [J].
Meng, Xiangzhi ;
Zhao, Xiaojian ;
Zhou, Boxuan ;
Song, Weijian ;
Liang, Yicheng ;
Liang, Mei ;
Du, Minjun ;
Shi, Jianwei ;
Gao, Yushun .
JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2024, 150 (01)
[26]  
Padilla RS, 2010, ARCH DERMATOL, V146, P288, DOI 10.1001/archdermatol.2009.378
[27]   The immune infiltration in clear cell Renal Cell Carcinoma and their clinical implications: A study based on TCGA and GEO databases [J].
Pan, Qiufeng ;
Wang, Longwang ;
Chai, Shuaishuai ;
Zhang, Hao ;
Li, Bing .
JOURNAL OF CANCER, 2020, 11 (11) :3207-3215
[28]   Cutaneous squamous cell carcinoma Incidence, risk factors, diagnosis, and staging [J].
Que, Syril Keena T. ;
Zwald, Fiona O. ;
Schmults, Chrysalyne D. .
JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, 2018, 78 (02) :237-247
[29]   limma powers differential expression analyses for RNA-sequencing and microarray studies [J].
Ritchie, Matthew E. ;
Phipson, Belinda ;
Wu, Di ;
Hu, Yifang ;
Law, Charity W. ;
Shi, Wei ;
Smyth, Gordon K. .
NUCLEIC ACIDS RESEARCH, 2015, 43 (07) :e47
[30]   The CREB coactivator CRTC2 promotes oncogenesis in LKB1-mutant non-small cell lung cancer [J].
Rodon, Laura ;
Svensson, Robert U. ;
Wiaterl, Ezra ;
Chun, Matthew G. H. ;
Tsai, Wen-Wei ;
Eichner, Lillian J. ;
Shaw, Reuben J. ;
Montminy, Marc .
SCIENCE ADVANCES, 2019, 5 (07)