SMC2 as a potential prognostic biomarker in lung adenocarcinoma and its correlation with immune microenvironment

Author:

Zheng Fu-Qiang1,Li Yu1,Chen Hui-Guo1,Peng You1,Tian Xiao-Cai1

Affiliation:

1. Hunan Provincial People’s Hospital/First Affiliated Hospital of Hunan Normal University

Abstract

Abstract

Structural maintenance of chromosome 2 (SMC2) has been recognized to play an important role in a variety of cancers, but its function in lung adenocarcinoma (LUAD) remains poorly understood.First, we explored the expression level of SMC2 and its relationship with clinical pathological features using the LUAD dataset from the TCGA database. The expression of SMC2 in LUAD cell lines and tissues was verified using quantitative polymerase chain reaction (qPCR). Secondly, Kaplan-Meier analysis, COX regression analysis and Nomogram construction were employed to assess the prognostic potential of SMC2 in LUAD. In addition, the biological behavior and possible signaling pathways of SMC2 were forecasted by protein-protein interaction (PPI) networks, single-gene correlation analysis, genetic ontology (GO) and genome enrichment analysis (GSEA), together with Kyoto Encyclopedia of Genes and Genomes (KEGG). At last, a systematic analysis of crosstalk and mutations between SMC2 and immune features in the tumor microenvironment (TME) was conducted using a single-sample GSEA algorithm, the Tumor Immune Dysfunction and Rejection (TIDE) algorithm, the TIMER 2.0 and TISIDB databases, as well as the cBioportal database.SMC2 was markedly up-regulated in LUAD cell lines and tissues and was strongly correlated with adverse clinicopathological features and prognosis. ROC curves showed a good diagnostic effect (AUC value: 0.787). The enrichment analysis suggested that SMC2 might be involved in the regulation of LUAD cell cycle. The TIMER algorithm and ssGSEA algorithm showed that SMC2 was associated with suppressive immune cells (e.g., B cells) in LUAD. In addition, SMC2 may interact with the expression of molecules such as NDC80, KIFC1, SKA1, NCAPH, ESPL1, MELK, KIF11, SGO1, TOP2A, KNL1, KIF4A, TPX2, TICRR, TTK, KIF14, NCAPG and others to promote LUAD progression. Evidence from the TISIDB database shows that SMC2 is positively associated with immunosuppressive genes such as CD274, PDCD1LG2, TGFBR1 and LAG3. However, it is inversely associated with chemokines and receptors such as CCL14, CCL17, CXCL16, CX3CL1, CX3CR1, CCR6, CCR7 and CXCR5. Also, as predicted by the TIDE algorithm, patients with high SMC2 expression responded poorly to immunotherapy.Our analysis shows that the high expression status of SMC2 in LUAD is associated with poor patient outcomes and describes some potential reasons for this poor prognosis. These findings suggest that SMC2 is associated with the malignant progression of LUAD and therefore may be a potential target for improving outcomes in LUAD in the foreseeable future.

Publisher

Springer Science and Business Media LLC

Reference52 articles.

1. The genotype-tissue expression (gtex) pilot analysis: Multitissue gene regulation in humans;Human genomics;Sci (New York N Y)

2. Antibodies for profiling the human proteome-the human protein atlas as a resource for cancer research;Asplund A;Proteomics,2012

3. Combined gene expression analysis of whole-tissue and microdissected pancreatic ductal adenocarcinoma identifies genes specifically overexpressed in tumor epithelia;Badea L;Hepatogastroenterology,2008

4. The cosmic (catalogue of somatic mutations in cancer) database and website;Bamford S;Br J Cancer,2004

5. Multigsea: A gsea-based pathway enrichment analysis for multi-omics data;Canzler S;BMC Bioinformatics,2020

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3