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使用 Bulk 和单细胞 RNA 测序分析及实验验证阐明从非酒精性脂肪性肝病到肝癌进展过程中的铜死亡相关基因。

Elucidating Cuproptosis-Associated Genes in the Progression from Nash to HCC Using Bulk and Single-Cell RNA Sequencing Analyses and Experimental Validation.

机构信息

Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.

Department of Anatomy, Chongqing Medical University, Chongqing 400016, China.

出版信息

Medicina (Kaunas). 2023 Sep 11;59(9):1639. doi: 10.3390/medicina59091639.

Abstract

: Non-alcoholic steatohepatitis (NASH) is a significant risk factor for hepatocellular carcinoma (HCC) development. Timely treatment during the NASH stage is essential to minimize the possibility of disease progression to HCC. Cuproptosis is a newly identified form of cellular death that could impact the progression of various diseases and cancers. : Transcriptome and single-cell sequencing datasets were utilized to investigate the role of cuproptosis-related genes (CRGs) in NASH progression to HCC. FDX1, LIPT1, and PDHP were identified as CRGs in NASH patients, and FDX1, DBT, GCSH, SLC31A1, and DLAT were identified as CRGs in patients with NASH progressing to HCC. FDX1 was found to play a significant role in both NASH patients and patients with NASH progressing to HCC. This study constructed cuproptosis-related clusters (CRCs) using the Nonnegative Matrix Factorization algorithm, and they were linked to fatty acid metabolism and the PPAR signaling pathway in both NASH CRCs and HCC CRCs. The Weighted Correlation Network Analysis algorithm identified CRP, CRC, TAT, CXCL10, and ACTA1 as highly relevant genes in NASH CRCs and HCC CRCs. The expression of FDX1 was validated in both mouse models and human NASH samples. : The investigation highlights FDX1 as a pivotal CRG in both NASH and NASH progression to HCC. The comprehensive characterization of CRGs sheds light on their potential biofunctional importance in the context of NASH and HCC. Our experimental results show that FDX1 expression was significantly increased in NASH patients. : The present study identified key CRGs, revealing their potential impact on NASH and HCC. Meanwhile, targeting FDX1 may prevent the progression of NASH to HCC.

摘要

非酒精性脂肪性肝炎(NASH)是肝细胞癌(HCC)发展的一个重要危险因素。在 NASH 阶段及时治疗对于最大限度地减少疾病进展为 HCC 的可能性至关重要。铜死亡是一种新发现的细胞死亡形式,可能影响各种疾病和癌症的进展。

利用转录组和单细胞测序数据集,研究了铜死亡相关基因(CRGs)在 NASH 向 HCC 进展中的作用。在 NASH 患者中鉴定出 FDX1、LIPT1 和 PDHP 为 CRGs,在进展为 HCC 的 NASH 患者中鉴定出 FDX1、DBT、GCSH、SLC31A1 和 DLAT 为 CRGs。FDX1 在 NASH 患者和进展为 HCC 的 NASH 患者中均发挥重要作用。本研究使用非负矩阵分解算法构建了铜死亡相关聚类(CRC),它们与 NASH CRC 和 HCC CRC 中的脂肪酸代谢和 PPAR 信号通路相关。加权相关网络分析算法鉴定出 CRP、CRC、TAT、CXCL10 和 ACTA1 为 NASH CRC 和 HCC CRC 中的高度相关基因。在小鼠模型和人类 NASH 样本中验证了 FDX1 的表达。

研究结果表明,FDX1 是 NASH 和 NASH 进展为 HCC 的关键 CRG。CRGs 的全面特征描述揭示了它们在 NASH 和 HCC 背景下的潜在生物功能重要性。我们的实验结果表明,在 NASH 患者中 FDX1 的表达显著增加。

本研究确定了关键的 CRGs,揭示了它们对 NASH 和 HCC 的潜在影响。同时,靶向 FDX1 可能预防 NASH 向 HCC 的进展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf62/10536385/10c48ada715d/medicina-59-01639-g001.jpg

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