A novel pyroptosis-related LncRNA signature predicts prognosis and indicates tumor immune microenvironment in skin cutaneous melanoma

被引:11
|
作者
Zhong, Jia'nan [1 ]
Wang, Zheng [2 ]
Hounye, Alphonse Houssou [3 ]
Liu, Jing [4 ]
Zhang, Jianglin [5 ,6 ]
Qi, Min [7 ]
机构
[1] Cent South Univ, Xiangya Hosp, Dept Dermatol, Changsha 410000, Peoples R China
[2] Hunan First Normal Univ, Sch Comp Sci, Changsha 410205, Peoples R China
[3] Cent South Univ, Sch Math & Stat, Changsha 410083, Peoples R China
[4] Hunan Vocat Coll Engn, Dept Informat Engn, Changsha 410151, Peoples R China
[5] Southern Univ Sci & Technol, Jinan Univ, Shenzhen Peoples Hosp, Affiliated Hosp 1,Dept Dermatol,Clin Med Coll 2, Shenzhen 518020, Guangdong, Peoples R China
[6] Natl Clin Res Ctr Skin Dis, Candidate Branch, Shenzhen 518020, Guangdong, Peoples R China
[7] Cent South Univ, Xiangya Hosp, Dept Plast Surg, Changsha 410008, Peoples R China
基金
中国国家自然科学基金;
关键词
Pyroptosis; Long non-coding RNAs; Skin cutaneous melanoma (SKCM); Prognosis; Tumor immune microenvironment; MALIGNANT-MELANOMA; GASTRIC-CANCER; CELL SUBSETS; PROMOTES; IMMUNOTHERAPY; EXPRESSION; GASDERMINS; MIGRATION; INVASION;
D O I
10.1016/j.lfs.2022.120832
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Aims: To explore the correlation between the pyroptosis-related lncRNAs (PRlncRNAs) and the prognosis of skin cutaneous melanoma (SKCM), and clarify the effects of the PRlncRNAs on the tumor immune infiltration. Main methods: In this study, we utilized RNA-seq and clinical characteristics data obtained from TCGA and GEO database to perform co-expression analysis and LASSO Cox regression analysis to construct a 12-PRlncRNA prognostic prediction model. We also performed functional analysis, immune infiltration analysis and drug sensitivity analysis, as well as correlation analysis with autophagy/ferroptosis genes, tumor mutational burden, and PD-1/PD-L1 genes. Key finding: The model based on the 12-PRlncRNA signature could effectively predict the prognosis of SKCM. Low risk group had a higher anti-tumor immune level generally compared with high-risk group. The signature was correlated with the expression of autophagy/ferroptosis-related genes and PD1/PD-L1 genes and tumor muta-tional burden. Additionally, drug sensitivity analysis indicated potential therapeutic targets. Significance: Our study demonstrated the impact of PRlncRNAs on SKCM. The model established based on the 12-PRlncRNA showed significant prognostic value for SKCM and may be instructive in pyroptosis-related targeted therapy in the clinic.
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页数:13
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