Pyroptosis regulators exert crucial functions in prognosis, progression and immune microenvironment of pancreatic adenocarcinoma: a bioinformatic and in vitro research

被引:11
作者
Bai, Zhenghai [1 ]
Xu, Fangshi [1 ,2 ]
Feng, Xiaodan [1 ]
Wu, Yuan [1 ]
Lv, Junhua [1 ]
Shi, Yu [1 ]
Pei, Honghong [1 ]
机构
[1] Xi An Jiao Tong Univ, Dept Emergency, Affiliated Hosp 2, 157 West Five Rd, Xian 710000, Shaanxi, Peoples R China
[2] Xi An Jiao Tong Univ, Dept Med, Xian, Shaanxi, Peoples R China
关键词
Pyroptosis; pancreatic adenocarcinoma; Risk signature; prognosis; immune microenvironment; TLR3; CANCER CELLS; TUMOR-GROWTH; RESISTANCE; APOPTOSIS; CLEAVAGE; DEATH;
D O I
10.1080/21655979.2021.2019873
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Pyroptosis is an inflammatory programmed cell death, showing potentials to be a novel anti-cancer approach. However, the roles of pyroptosis-related (PR) genes (PRGs) in pancreatic adenocarcinoma (PAAD) remain elusive. In the present study, we constructed a novel PR risk signature through the lasso regression analysis. The risk signature was greatly conducive to PAAD prognostic assessment. PR risk score was identified as an independent prognostic factor and could distinguish the prognostic differences of most clinical subgroups. Meanwhile, it could improve the traditional prognostic models based on TNM-staging. Next, its prognostic value was also tested in five validation cohorts. Using CIBERSORT, ESTIMATE, and ssGSEA algorithms, the effects of PR risk signature on tumor immune microenvironment (TIM) were explored. High PR risk suppressed antitumor immune through decreasing the infiltrating levels of CD8 T and NK cells. The genomic information and histological expression of risk PRGs were uncovered by USCA and HPA databases. Somatic mutation, methylation alteration, and homozygous CNV of eight PRGs barely occurred in PAAD samples. As for therapeutic correlation, PR risk score may not predict the efficacy of PD-1/L1 inhibitors and was weakly associated with multiple drug susceptibilities. Finally, the biofunctions of toll like receptor 3 (TLR3) in pancreatic cancer (PC) cells were investigated through qPCR, MTT, colony formation, and Transwell assays. Overexpression of TLR3 could promote the proliferation, migration, and invasion of PC cells. In conclusion, PRGs play crucial roles in prognosis, progression, and immune microenvironment of PAAD. TLR3 is expected to be a promising therapeutic target.
引用
收藏
页码:1717 / 1735
页数:19
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