Department of Obstetrics and Gynecology, Second Affiliated Hospital of Nanchang University, No. 1 Minde Road, Nanchang, 330006, Jiangxi, People's Republic of China.
Department of Obstetrics and Gynecology, The First Affiliated Hospital of Nanchang University, No. 17 Yongwaizheng Street, Nanchang, 330006, Jiangxi, People's Republic of China.
Sci Rep. 2023 Mar 8;13(1):3877. doi: 10.1038/s41598-023-30934-z.
PANoptosis, a programmed cell death, shares key characteristics of apoptosis, pyroptosis, and necroptosis. Accumulating evidence suggests that PANoptosis plays a crucial role in tumorigenesis. However, the respective regulation mechanisms in cancer are so far unclear. Using various bioinformatic approaches, we comprehensively analyzed the expression patterns, genetic alterations, prognostic value, and immunological role of PANoptosis genes in pan-cancer. Expression of the PANoptosis gene, PYCARD, was validated based on the Human Protein Atlas database and real-time quantitative reverse transcription polymerase chain reaction (RT-PCR). We found that PANoptosis genes were aberrantly expressed in most cancer types, which was consistent with the validation of PYCARD expression. Concurrently, PANoptosis genes and PANoptosis scores were significantly associated with patient survival in 21 and 14 cancer types, respectively. Pathway analysis showed that PANoptosis score was positively correlated with pathways linked to immune and inflammatory responses in pan-cancer, such as IL6-JAK-STAT3 signaling, the interferon-gamma response, and IL2-STAT5 signaling. In addition, the PANoptosis score was significantly correlated with the tumor microenvironment, the infiltration levels of most immune cells (i.e.NK cells, CD8+ T cells, CD4+ T cells, DC cells), and immune-related genes. Furthermore, it was a predictive indicator of immunotherapy response in patients with tumors. These insights substantially improve our understanding of PANoptosis components in cancers and may inspire the discovery of novel prognostic and immunotherapy response biomarkers.
细胞程序性坏死(PANoptosis)与细胞凋亡、细胞焦亡和细胞坏死具有诸多共同特征。越来越多的证据表明,PANoptosis 在肿瘤发生中发挥着关键作用。然而,目前尚不清楚其在癌症中的各自调控机制。本研究采用多种生物信息学方法,全面分析了 PANoptosis 基因在泛癌症中的表达模式、遗传改变、预后价值和免疫作用。基于人类蛋白质图谱数据库和实时定量逆转录聚合酶链反应(RT-PCR)验证了 PANoptosis 基因 PYCARD 的表达。研究发现,PANoptosis 基因在大多数癌症类型中均存在异常表达,与 PYCARD 表达的验证结果一致。同时,PANoptosis 基因和 PANoptosis 评分与 21 种和 14 种癌症类型患者的生存显著相关。通路分析表明,PANoptosis 评分与泛癌症中与免疫和炎症反应相关的通路呈正相关,如 IL6-JAK-STAT3 信号通路、干扰素-γ反应和 IL2-STAT5 信号通路。此外,PANoptosis 评分与肿瘤微环境以及大多数免疫细胞(NK 细胞、CD8+T 细胞、CD4+T 细胞、DC 细胞)和免疫相关基因的浸润水平显著相关。进一步研究发现,PANoptosis 评分是预测肿瘤患者免疫治疗反应的指标。这些发现深入了解了 PANoptosis 成分在癌症中的作用,并可能为探索新的预后和免疫治疗反应生物标志物提供启示。