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通过体外实验探索铜死亡相关改变对透明细胞肾细胞癌预后意义。

Exploring the prognostic implications of cuproptosis-associated alterations in clear cell renal cell carcinoma via in vitro experiments.

机构信息

The Department of Urology, The Third Affiliated Hospital, Soochow University, Changzhou, Jiangsu Province, China.

The Department of Comprehensive Laboratory, The Third Affiliated Hospital, Soochow University, Changzhou, Jiangsu Province, China.

出版信息

Sci Rep. 2024 Jul 23;14(1):16935. doi: 10.1038/s41598-024-67756-6.

Abstract

This study investigated the impact of novel copper ionophores on the prognosis of clear cell renal cell carcinoma (ccRCC) and the tumor microenvironment (TME). The differential expression of 10 cuproptosis and 40 TME-pathway-related genes were measured in 531 tumor samples and 71 adjacent kidney samples in The Cancer Genome Atlas database. A risk score model was constructed with LASSO cox to predict the prognosis of ccRCC patients. Forest plot and function enrichment were used to study the biological function of the key genes in depth. The study found that the risk score model accurately predicted the prognosis of ccRCC patients. Patients with high scores had higher immune responses with a higher proportion of anti-tumor lymphocytes and a lower proportion of immunosuppressive M2-like macrophages. However, the high-score group also exhibited a higher proportion of T follicular helper cells and regulatory T cells. These results suggest that cuproptosis-based therapy may be worth further investigation for the treatment of ccRCC and TME. Subsequently, by using RNAi, we established the stable depletion models of FDX1 and PDHB in ccRCC cell lines 786-O and ACHN. Through CCK8, colony formation, and Transwell assays, we observed that the knockdown of FDX1 and PDHB could significantly reduce the capabilities of proliferation and migration in ccRCC cells. In conclusion, this study illuminates the potential effectiveness of copper ionophores in the treatment of ccRCC, with higher risk scores correlating with better TME immune responses. It sets the stage for future cuproptosis-based therapy research in ccRCC and other cancers, focusing on copper's role in TME.

摘要

这项研究调查了新型铜离子载体对透明细胞肾细胞癌(ccRCC)和肿瘤微环境(TME)预后的影响。在 The Cancer Genome Atlas 数据库中,对 531 个肿瘤样本和 71 个相邻肾脏样本中的 10 个铜死亡和 40 个 TME 通路相关基因的差异表达进行了测量。使用 LASSO cox 构建风险评分模型,以预测 ccRCC 患者的预后。森林图和功能富集用于深入研究关键基因的生物学功能。研究发现,风险评分模型能够准确预测 ccRCC 患者的预后。高分患者具有更高的免疫反应,抗肿瘤淋巴细胞的比例更高,免疫抑制性 M2 样巨噬细胞的比例更低。然而,高分组还表现出更高比例的滤泡辅助 T 细胞和调节性 T 细胞。这些结果表明,基于铜死亡的治疗方法可能值得进一步研究,用于治疗 ccRCC 和 TME。随后,通过使用 RNAi,我们在 ccRCC 细胞系 786-O 和 ACHN 中建立了 FDX1 和 PDHB 的稳定敲低模型。通过 CCK8、集落形成和 Transwell 实验,我们观察到 FDX1 和 PDHB 的敲低可以显著降低 ccRCC 细胞的增殖和迁移能力。总之,这项研究阐明了铜离子载体在治疗 ccRCC 方面的潜在效果,高风险评分与更好的 TME 免疫反应相关。为未来基于铜死亡的 ccRCC 和其他癌症的治疗研究奠定了基础,重点关注铜在 TME 中的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/30fb/11266406/2a298386a337/41598_2024_67756_Fig1_HTML.jpg

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