Pancancer transcriptomic profiling identifies key PANoptosis markers as therapeutic targets for oncology.

NAR Cancer Pub Date : 2022-11-01 eCollection Date: 2022-12-01 DOI:10.1093/narcan/zcac033
Raghvendra Mall, Ratnakar R Bynigeri, Rajendra Karki, R K Subbarao Malireddi, Bhesh Raj Sharma, Thirumala-Devi Kanneganti
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Abstract

Resistance to programmed cell death (PCD) is a hallmark of cancer. While some PCD components are prognostic in cancer, the roles of many molecules can be masked by redundancies and crosstalks between PCD pathways, impeding the development of targeted therapeutics. Recent studies characterizing these redundancies have identified PANoptosis, a unique innate immune-mediated inflammatory PCD pathway that integrates components from other PCD pathways. Here, we designed a systematic computational framework to determine the pancancer clinical significance of PANoptosis and identify targetable biomarkers. We found that high expression of PANoptosis genes was detrimental in low grade glioma (LGG) and kidney renal cell carcinoma (KIRC). ZBP1, ADAR, CASP2, CASP3, CASP4, CASP8 and GSDMD expression consistently had negative effects on prognosis in LGG across multiple survival models, while AIM2, CASP3, CASP4 and TNFRSF10 expression had negative effects for KIRC. Conversely, high expression of PANoptosis genes was beneficial in skin cutaneous melanoma (SKCM), with ZBP1, NLRP1, CASP8 and GSDMD expression consistently having positive prognostic effects. As a therapeutic proof-of-concept, we treated melanoma cells with combination therapy that activates ZBP1 and showed that this treatment induced PANoptosis. Overall, through our systematic framework, we identified and validated key innate immune biomarkers from PANoptosis which can be targeted to improve patient outcomes in cancers.

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胰腺癌转录组分析确定了作为肿瘤学治疗靶点的关键 PANoptosis 标记。
对程序性细胞死亡(PCD)的抵抗是癌症的一大特征。虽然某些 PCD 成分对癌症的预后有影响,但许多分子的作用可能会被 PCD 途径之间的冗余和交叉所掩盖,从而阻碍了靶向疗法的开发。最近对这些冗余进行的研究发现了一种独特的先天性免疫介导的炎症性 PCD 通路--PANoptosis,它整合了其他 PCD 通路的成分。在此,我们设计了一个系统的计算框架,以确定 PANoptosis 的胰腺癌临床意义并识别可靶向的生物标记物。我们发现,PAN凋亡基因的高表达对低级别胶质瘤(LGG)和肾脏肾细胞癌(KIRC)不利。在多个生存模型中,ZBP1、ADAR、CASP2、CASP3、CASP4、CASP8 和 GSDMD 的表达始终对 LGG 的预后有负面影响,而 AIM2、CASP3、CASP4 和 TNFRSF10 的表达对 KIRC 有负面影响。相反,PANoptosis 基因的高表达对皮肤黑色素瘤(SKCM)有利,ZBP1、NLRP1、CASP8 和 GSDMD 的表达一直对预后有积极影响。作为治疗概念的验证,我们用激活 ZBP1 的联合疗法治疗黑色素瘤细胞,结果表明这种疗法能诱导 PANoptosis。总之,通过我们的系统框架,我们从 PANoptosis 中发现并验证了关键的先天性免疫生物标志物,这些生物标志物可以作为改善癌症患者预后的靶标。
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