Pan Shize, Song Congkuan, Meng Heng, Li Ning, Li Donghang, Hao Bo, Lu Zilong, Geng Qing
Department of Thoracic Surgery, Renmin Hospital of Wuhan University, Wuhan, China.
Front Pharmacol. 2022 Oct 3;13:934722. doi: 10.3389/fphar.2022.934722. eCollection 2022.
Cuproptosis is a novel and unique cell death mode that has attracted significant interest in recent years. Little is currently known about whether cuproptosis-related genes (CRGs) are associated with the pathophysiology and survival of patients with lung adenocarcinoma (LUAD). The present study sought to characterize the transcriptional and genetic alteration of CRGs in LUAD and its potential significance in the tumor microenvironment and predicting the prognosis of LUAD. The secondary eventual aim was to study the role of CRGs in predicting immunotherapy response and its clinical value combined with the TNM stage. We found that several CRGs, including FDX1, DLD, SLC31A1, and MTF1, were enriched in macrophages in our single-cell RNA-seq data. Three distinct molecular subtypes were identified and correlated with clinicopathological characteristics, prognosis, biological pathways, and tumor microenvironment (TME) in LUAD. We developed a cuproptosis-related gene score (CRG_score) and validated it in three independent cohorts and clinical subtypes. The low CRG_score group, characterized by a greater immune score, immunophenoscore (IPS), lower tumor immune dysfunction and exclusion (TIDE) score, and T-cell dysfunction score, had a better prognosis, suggesting that the low CRG_score group responded more favorably to immunotherapy, which was validated in the anti-PD-1/L1 immunotherapy cohort (IMvigor210). In contrast, the high CRG_score group was more sensitive to targeted therapy and chemotherapy, with a higher cancer stem cell (CSC) index and lower half-maximal inhibitory concentration (IC50) for many drugs. Given the established crosstalk between CRG_score and tumor TNM stage, we developed an accurate nomogram for clinical application of the CRG_score. Taken together, our rigorous and comprehensive examination of CRGs in LUAD identified their potential functions in TME, clinicopathological characteristics, drug sensitivity, and prognosis. These findings improve the current understanding of cuproptosis in LUAD, paving the way for more accurate prognosis assessment and tailored treatment for this patient population.
铜死亡是一种新颖独特的细胞死亡模式,近年来引起了广泛关注。目前对于铜死亡相关基因(CRGs)是否与肺腺癌(LUAD)患者的病理生理学和生存情况相关知之甚少。本研究旨在描述LUAD中CRGs的转录和基因改变及其在肿瘤微环境中的潜在意义,并预测LUAD的预后。次要最终目标是研究CRGs在预测免疫治疗反应中的作用及其与TNM分期相结合的临床价值。我们发现,在我们的单细胞RNA测序数据中,包括FDX1、DLD、SLC31A1和MTF1在内的几种CRGs在巨噬细胞中富集。在LUAD中鉴定出三种不同的分子亚型,它们与临床病理特征、预后、生物学途径和肿瘤微环境(TME)相关。我们开发了一种铜死亡相关基因评分(CRG_score),并在三个独立队列和临床亚型中进行了验证。低CRG_score组具有更高的免疫评分、免疫表型评分(IPS)、更低的肿瘤免疫功能障碍和排除(TIDE)评分以及T细胞功能障碍评分,预后更好,这表明低CRG_score组对免疫治疗反应更有利,这在抗PD-1/L1免疫治疗队列(IMvigor210)中得到了验证。相反,高CRG_score组对靶向治疗和化疗更敏感,具有更高的癌症干细胞(CSC)指数和许多药物更低的半数最大抑制浓度(IC50)。鉴于已确定的CRG_score与肿瘤TNM分期之间的相互作用,我们开发了一种用于CRG_score临床应用的准确列线图。综上所述,我们对LUAD中CRGs进行的严谨全面检查确定了它们在TME、临床病理特征、药物敏感性和预后方面的潜在功能。这些发现增进了目前对LUAD中铜死亡的理解,为该患者群体更准确的预后评估和个性化治疗铺平了道路。