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通过全基因组CRISPR-Cas9筛选揭示的三氧化二砷敏感性的基因组格局。

The genomic landscape of sensitivity to arsenic trioxide uncovered by genome-wide CRISPR-Cas9 screening.

作者信息

Chen Jun-Zhu, Wang Li-Na, Luo Xue-Qun, Tang Yan-Lai

机构信息

Department of Pediatrics, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.

出版信息

Front Oncol. 2023 May 12;13:1178686. doi: 10.3389/fonc.2023.1178686. eCollection 2023.

Abstract

INTRODUCTION

Arsenic trioxide (ATO) is a promising anticancer drug for hematological malignancy. Given the dramatic efficacy of acute promyelocytic leukemia (APL), ATO has been utilized in other types of cancers, including solid tumors. Unfortunately, the results were not comparable with the effects on APL, and the resistance mechanism has not been clarified yet. This study intends to identify relevant genes and pathways affecting ATO drug sensitivity through genome-wide CRISPR-Cas9 knockdown screening to provide a panoramic view for further study of ATO targets and improved clinical outcomes.

METHODS

A genome-wide CRISPR-Cas9 knockdown screening system was constructed for ATO screening. The screening results were processed with MAGeCK, and the results were subjected to pathway enrichment analysis using WebGestalt and KOBAS. We also performed protein-protein interaction (PPI) network analysis using String and Cytoscape, followed by expression profiling and survival curve analysis of critical genes. Virtual screening was used to recognize drugs that may interact with the hub gene.

RESULTS

We applied enrichment analysis and identified vital ATO-related pathways such as metabolism, chemokines and cytokines production and signaling, and immune system responses. In addition, we identified KEAP1 as the top gene relating to ATO resistance. We found that KEAP1 expression was higher in the pan-cancer, including ALL, than in normal tissue. Patients with acute myeloid leukemia (AML) with higher KEAP1 expression had worse overall survival (OS). A virtual screen showed that etoposide and eltrombopag could bind to KEAP1 and potentially interact with ATO.

DISCUSSION

ATO is a multi-target anticancer drug, and the key pathways regulating its sensitivity include oxidative stress, metabolism, chemokines and cytokines, and the immune system. KEAP1 is the most critical gene regulating ATO drug sensitivity, which is related to AML prognosis and may bind to some clinical drugs leading to an interaction with ATO. These integrated results provided new insights into the pharmacological mechanism of ATO and potentiate for further applications in cancer treatments.

摘要

引言

三氧化二砷(ATO)是一种用于血液系统恶性肿瘤的有前景的抗癌药物。鉴于其对急性早幼粒细胞白血病(APL)具有显著疗效,ATO已被应用于其他类型的癌症,包括实体瘤。不幸的是,其结果与对APL的疗效不可比,且耐药机制尚未阐明。本研究旨在通过全基因组CRISPR-Cas9基因敲除筛选来鉴定影响ATO药物敏感性的相关基因和通路,为进一步研究ATO靶点及改善临床结局提供全景视角。

方法

构建全基因组CRISPR-Cas9基因敲除筛选系统用于ATO筛选。筛选结果用MAGeCK处理,并用WebGestalt和KOBAS进行通路富集分析。我们还使用String和Cytoscape进行蛋白质-蛋白质相互作用(PPI)网络分析,随后对关键基因进行表达谱分析和生存曲线分析。采用虚拟筛选来识别可能与枢纽基因相互作用的药物。

结果

我们进行了富集分析,确定了与ATO相关的重要通路,如代谢、趋化因子和细胞因子的产生及信号传导,以及免疫系统反应。此外,我们确定KEAP1是与ATO耐药相关的首要基因。我们发现,在包括急性淋巴细胞白血病(ALL)在内的泛癌中,KEAP1的表达高于正常组织。急性髓系白血病(AML)患者中KEAP1表达较高者总生存期(OS)较差。虚拟筛选显示依托泊苷和艾曲泊帕能与KEAP1结合,并可能与ATO相互作用。

讨论

ATO是一种多靶点抗癌药物,调节其敏感性的关键通路包括氧化应激、代谢、趋化因子和细胞因子以及免疫系统。KEAP1是调节ATO药物敏感性的最关键基因,其与AML预后相关,且可能与某些临床药物结合导致与ATO发生相互作用。这些综合结果为ATO的药理机制提供了新见解,并为其在癌症治疗中的进一步应用提供了潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1df/10214836/bf6936d28bfe/fonc-13-1178686-g001.jpg

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