Lung adenocarcinoma-specific three-integrin signature contributes to poor outcomes by metastasis and immune escape pathways

被引:37
作者
Wang, Yizhe [1 ]
Hou, Kezuo [2 ,3 ,4 ]
Jin, Yue [2 ,3 ,4 ]
Bao, Bowen [2 ,3 ,4 ]
Tang, Shiying [2 ,3 ,4 ]
Qi, Jianfei [5 ]
Yang, Yang [1 ]
Che, Xiaofang [2 ,3 ,4 ]
Liu, Yunpeng [2 ,3 ,4 ]
Hu, Xuejun [1 ]
Zheng, Chunlei [2 ,3 ,4 ]
机构
[1] China Med Univ, Hosp 1, Dept Resp & Infect Dis Geriatr, Shenyang 110001, Liaoning, Peoples R China
[2] China Med Univ, Hosp 1, Dept Med Oncol, 155 North Nanjing St, Shenyang 110001, Liaoning, Peoples R China
[3] China Med Univ, Hosp 1, Key Lab Anticanc Drugs & Biotherapy Liaoning Prov, Shenyang 110001, Liaoning, Peoples R China
[4] China Med Univ, Hosp 1, Liaoning Prov Clin Res Ctr Canc, Shenyang 110001, Liaoning, Peoples R China
[5] Univ Maryland, Marlene & Stewart Greenebaum Comprehens Canc Ctr, Baltimore, MD 21201 USA
基金
中国国家自然科学基金;
关键词
integrin; prognosis; lung adenocarcinoma; biomarkers; risk factors; INTEGRINS; RESISTANCE;
D O I
10.2478/jtim-2021-0046
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Inhibitors targeting integrins (ITGs) are applied as a novel strategy for cancers including lung cancer; however, the heterogeneity of ITG subunits might explain why ITG-targeted inhibitors only show limited efficacy for a small group of lung cancer patients. Materials and methods: RNA-Seq data of lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC) patients were obtained from the TCGA database. Cox regression analysis was performed to construct the prognostic signature and generate the nomogram combined with pathologic stages (pStage). GEO datasets were used for verification. The related biological functions were analyzed by Gene Set Enrichment Analysis (GSEA) software and the TIMER database. Results: By Cox regression analysis of 30 ITG subunits, ITG subunit alpha 5 (ITGA5), ITG subunit alpha 6 (ITGA6), and ITG subunit alpha L (ITGAL) were identified as the prognostic factors in LUAD, which were included in the construction of a LUAD-specific 3-ITG signature. Following the calculation of risk score (RS) of each patient based on 3-ITG signature, patients with high RS in LUAD were found to exhibit worse prognosis, especially in early stage. Nomogram combined with RS and pStage could predict the prognosis of LUAD patients accurately. Mechanism exploration by GSEA showed that metastasis-related microenvironmental pathways were significantly enriched in the high-RS group. An elevated expression of ITGA5 was mainly associated with the promotion of cell migration and invasion, while the high expression of ITGAL had a strong positive correlation with the capability of recognizing and killing cancer cells. Conclusions: Three-ITG signature could improve the prediction ability combined with pStage in LUAD and might contribute to poor prognosis by metastasis and immune escape-related pathways.
引用
收藏
页码:249 / 263
页数:15
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