Department of Anesthesiology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China.
Department of Respiratory and Critical Care Medicine, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China.
Int Immunopharmacol. 2024 Sep 30;139:112739. doi: 10.1016/j.intimp.2024.112739. Epub 2024 Jul 28.
Lung ischemia reperfusion injury (IRI) is the principal cause of primary graft dysfunction (PGD) after lung transplantation, affecting short-term and long-term mortality post-transplantation. PANoptosis, a newly identified form of regulated cell death involving apoptosis, necroptosis, and pyroptosis, is now considered a possible cause of organ damage and IRI. However, the specific role of PANoptosis to the development of lung IRI following lung transplantation is still not fully understood.
In this study, we identified differentially expressed genes (DEGs) by analyzing the gene expression data from the GEO database related to lung IRI following lung transplantation. PANoptosis-IRI DEGs were determined based on the intersection of PANoptosis-related genes and screened DEGs. Hub genes associated with lung IRI were further screened using Lasso regression and the SVM-RFE algorithm. Additionally, the Cibersort algorithm was employed to assess immune cell infiltration and investigate the interaction between immune cells and hub genes. The upstream miRNAs that may regulate hub genes and compounds that may interact with hub genes were also analyzed. Moreover, an external dataset was utilized to validate the differential expression analysis of hub genes. Finally, the expressions of hub genes were ultimately confirmed using quantitative real-time PCR, western blotting, and immunohistochemistry in both animal models of lung IRI and lung transplant patients.
PANoptosis-related genes, specifically interferon regulatory factor 1 (IRF1) and interleukin 1 alpha (IL1A), have been identified as potential biomarkers for lung IRI following lung transplantation. In mouse models of lung IRI, both the mRNA and protein expression levels of IRF1 and IL1A were significantly elevated in lung tissues of the IRI group compared to the control group. Moreover, lung transplant recipients exhibited significantly higher protein levels of IRF1 and IL1A in PBMCs when compared to healthy controls. Patients who experienced PGD showed elevated levels of IRF1 and IL1A proteins in their blood samples. Furthermore, in patients undergoing lung transplantation, the protein levels of IRF1 and IL1A were notably increased in peripheral blood mononuclear cells (PBMCs) compared to healthy controls. In addition, patients who developed primary graft dysfunction (PGD) exhibited even higher protein levels of IRF1 and IL1A than those without PGD. Furthermore, PANoptosis was observed in the lung tissues of mouse models of lung IRI and in the PBMCs of patients who underwent lung transplantation.
Our research identified IRF1 and IL1A as biomarkers associated with PANoptosis in lung IRI, suggesting their potential utility as targets for diagnosing and therapeutically intervening in lung IRI and PGD following lung transplantation.
肺缺血再灌注损伤(IRI)是肺移植后原发性移植物功能障碍(PGD)的主要原因,影响移植后的短期和长期死亡率。PANoptosis 是一种新发现的调控细胞死亡形式,涉及细胞凋亡、坏死性凋亡和细胞焦亡,现在被认为是器官损伤和 IRI 的可能原因。然而,PANoptosis 对肺移植后肺 IRI 的发展的具体作用仍不完全清楚。
在这项研究中,我们通过分析与肺移植后肺 IRI 相关的 GEO 数据库中的基因表达数据来鉴定差异表达基因(DEGs)。基于 PANoptosis 相关基因和筛选的 DEGs 的交集,确定 PANoptosis-IRI DEGs。使用 Lasso 回归和 SVM-RFE 算法进一步筛选与肺 IRI 相关的枢纽基因。此外,使用 Cibersort 算法评估免疫细胞浸润,并研究免疫细胞与枢纽基因之间的相互作用。还分析了可能调节枢纽基因的上游 miRNA 和可能与枢纽基因相互作用的化合物。此外,还利用外部数据集验证了枢纽基因的差异表达分析。最后,通过定量实时 PCR、western blot 和免疫组织化学在肺 IRI 动物模型和肺移植患者中验证了枢纽基因的表达。
鉴定出 PANoptosis 相关基因,特别是干扰素调节因子 1(IRF1)和白细胞介素 1α(IL1A),作为肺移植后肺 IRI 的潜在生物标志物。在肺 IRI 的小鼠模型中,与对照组相比,IRI 组肺组织中 IRF1 和 IL1A 的 mRNA 和蛋白表达水平均显著升高。此外,与健康对照组相比,肺移植受者的 PBMCs 中 IRF1 和 IL1A 的蛋白水平明显升高。发生 PGD 的患者其血液样本中 IRF1 和 IL1A 蛋白水平升高。此外,在接受肺移植的患者中,与健康对照组相比,外周血单个核细胞(PBMCs)中 IRF1 和 IL1A 的蛋白水平显著升高。此外,发生原发性移植物功能障碍(PGD)的患者的 IRF1 和 IL1A 蛋白水平高于无 PGD 的患者。此外,在肺 IRI 的小鼠模型的肺组织中和肺移植患者的 PBMCs 中观察到 PANoptosis。
我们的研究鉴定出 IRF1 和 IL1A 是肺 IRI 中与 PANoptosis 相关的生物标志物,表明它们可能作为诊断和治疗干预肺 IRI 和肺移植后 PGD 的靶点。