Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China.
Department of Urology, Affiliated Hospital of Nantong University, Nantong, 226001, Jiangsu Province, China.
Genes Immun. 2023 Aug;24(4):171-182. doi: 10.1038/s41435-023-00211-0. Epub 2023 Jul 10.
The ferredoxin 1 (FDX1) gene had been recently reported as a critical mediator of cuproptosis, and without doubt, its roles in KIRC would be of importance. Hence, this paper was to explore the roles of FDX1 in kidney renal clear cell carcinoma (KIRC) and its potential molecular mechanisms via scRNA-sequencing and bulk RNA-sequencing analyses. FDX1 was lowly expressed in KIRC and validated both at the protein and mRNA levels (all p < 0.05). Moreover, its elevated expression was linked with a better overall survival (OS) prognosis in KIRC (p < 0.01). The independent impact of FDX1 on KIRC prognosis was demonstrated by univariate/multivariate regression analysis (p < 0.01). Gene set enrichment analysis (GSEA) identified seven pathways strongly associated with FDX1 in KIRC. Furthermore, FDX1 was also revealed to be significantly related with immunity (p < 0.05). In addition, patients with low expression of FDX1 might be more sensitive to immunotherapies. ScRNA-seq analysis found that FDX1 could be expressed in immune cells and was mainly differently expressed in Mono/Macro cells. Ultimately, we also identified several LncRNA/RBP/FDX1 mRNA networks to reveal its underlying mechanisms in KIRC. Taken together, FDX1 was closely related to prognosis and immunity in KIRC, and its RBP-involved mechanisms of LncRNA/RBP/FDX1 networks were also revealed by us.
铁氧还蛋白 1(FDX1)基因最近被报道为铜死亡的关键介质,毫无疑问,它在 KIRC 中的作用将是重要的。因此,本文通过单细胞 RNA 测序和批量 RNA 测序分析,旨在探讨 FDX1 在肾透明细胞癌(KIRC)中的作用及其潜在的分子机制。FDX1 在 KIRC 中低表达,并在蛋白质和 mRNA 水平上得到验证(均 p<0.05)。此外,其表达水平升高与 KIRC 的总生存(OS)预后较好相关(p<0.01)。单变量/多变量回归分析证明了 FDX1 对 KIRC 预后的独立影响(p<0.01)。基因集富集分析(GSEA)确定了与 KIRC 中 FDX1 强烈相关的七个途径。此外,FDX1 还与免疫功能显著相关(p<0.05)。此外,FDX1 低表达的患者可能对免疫治疗更敏感。单细胞 RNA 测序分析发现 FDX1 可在免疫细胞中表达,并且在单核/巨噬细胞中主要差异表达。最终,我们还确定了几个 LncRNA/RBP/FDX1 mRNA 网络,以揭示其在 KIRC 中的潜在机制。总之,FDX1 与 KIRC 的预后和免疫密切相关,我们还揭示了其涉及 LncRNA/RBP/FDX1 网络的 RBP 机制。