Yi Li, Qiong Yang, Xu Yang, Jie Ge, Tianshu Xu, HuaLian Liu
{"title":"HHLA2 is more significantly associated with poor prognosis in TSCC than PD-L1","authors":"Yi Li, Qiong Yang, Xu Yang, Jie Ge, Tianshu Xu, HuaLian Liu","doi":"10.1111/jop.13514","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> Background</h3>\n \n <p>The incidence and mortality of tongue squamous cell carcinoma have shown an alarming increase in recent years. This study aimed to investigate the potential of <i>HHLA2</i> as an immune checkpoint in comparison to PD-L1.</p>\n </section>\n \n <section>\n \n <h3> Methods</h3>\n \n <p>We obtained RNA-seq data from TCGA to study <i>HHLA2</i> and PD-L1 expression across various tissues. Using the CIBERSORT package, we estimated cell type abundances within mixed populations based on gene expression profiles. Immunohistochemistry was performed to analyze <i>HHLA2</i> and PD-L1 expression in Tongue squamous cell carcinoma. Prognostic evaluation was carried out with Kaplan–Meier curves and the log-rank test. To explore factors affecting <i>HHLA2</i>, univariate and multivariate Cox regression analyses were conducted with the COX regression model. Additionally, we used single-cell RNA sequencing data from the GEO database for gene set enrichment analysis with genes strongly correlated with <i>HHLA2</i>.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>Our analysis of RNA-seq data unveiled a significant upregulation of <i>HHLA2</i> and PD-L1 expression in primary tumors when compared with normal tissue. <i>HHLA2</i> exhibited a positive expression rate of 36.9%, while PD-L1 had a positive expression rate of 24.6%. <i>HHLA2</i> emerged as a noteworthy independent risk factor impacting the overall survival of Tongue squamous cell carcinoma patients. The analysis of scRNA-seq data shed light on the involvement of <i>HHLA2</i> in key pathways related to cell cycle regulation and interferon alpha/beta signaling.</p>\n </section>\n \n <section>\n \n <h3> Conclusions</h3>\n \n <p>This study suggests that in the context of Tongue squamous cell carcinoma, <i>HHLA2</i> may represent a more promising target for immunotherapy when compared with PD-L1.</p>\n </section>\n </div>","PeriodicalId":2,"journal":{"name":"ACS Applied Bio Materials","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Bio Materials","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/jop.13514","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, BIOMATERIALS","Score":null,"Total":0}
引用次数: 0
Abstract
Background
The incidence and mortality of tongue squamous cell carcinoma have shown an alarming increase in recent years. This study aimed to investigate the potential of HHLA2 as an immune checkpoint in comparison to PD-L1.
Methods
We obtained RNA-seq data from TCGA to study HHLA2 and PD-L1 expression across various tissues. Using the CIBERSORT package, we estimated cell type abundances within mixed populations based on gene expression profiles. Immunohistochemistry was performed to analyze HHLA2 and PD-L1 expression in Tongue squamous cell carcinoma. Prognostic evaluation was carried out with Kaplan–Meier curves and the log-rank test. To explore factors affecting HHLA2, univariate and multivariate Cox regression analyses were conducted with the COX regression model. Additionally, we used single-cell RNA sequencing data from the GEO database for gene set enrichment analysis with genes strongly correlated with HHLA2.
Results
Our analysis of RNA-seq data unveiled a significant upregulation of HHLA2 and PD-L1 expression in primary tumors when compared with normal tissue. HHLA2 exhibited a positive expression rate of 36.9%, while PD-L1 had a positive expression rate of 24.6%. HHLA2 emerged as a noteworthy independent risk factor impacting the overall survival of Tongue squamous cell carcinoma patients. The analysis of scRNA-seq data shed light on the involvement of HHLA2 in key pathways related to cell cycle regulation and interferon alpha/beta signaling.
Conclusions
This study suggests that in the context of Tongue squamous cell carcinoma, HHLA2 may represent a more promising target for immunotherapy when compared with PD-L1.