炎症性肠病和急性髓性白血病之间的共同遗传关联:来自孟德尔随机化和转录组学分析的见解

IF 4.8 3区 医学 Q2 CELL BIOLOGY
Yanqun Zhou, Xiongfeng Zhang, Shangjin Yin, Yuhong Yao, Tao Chen, Liming Huang, Zenghui Liu
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引用次数: 0

摘要

背景:观察性研究表明,炎症性肠病(IBD)病史与急性髓性白血病(AML)的发病有关,通常归因于药物使用。然而,这些发现是不一致的。本研究旨在评估IBD和AML之间的因果关系,确定共同的发病机制,发现诊断和预后标志物以及潜在的治疗药物。方法:采用双样本孟德尔随机化(MR)分析IBD[溃疡性结肠炎(UC)和克罗恩病(CD)]与AML的遗传相关性。来自基因表达综合(GEO)的转录组学数据鉴定了UC、AML和对照组的差异表达基因(DEGs)。加权基因共表达网络分析(WGCNA)和富集分析[基因多关联网络集成算法(GeneMANIA),京都基因与基因组百科全书(KEGG), Ractom途径]和基因本体(GO)探索共享遗传途径。受试者工作特征(ROC)曲线和生存分析筛选了诊断和预后指标。采用Cibersort和GSVA分析UC和AML数据集中免疫细胞的比例,并评估特定基因与免疫浸润的关系。药物特征数据库(DSigDB)和Autodock分子对接发现了潜在的治疗小分子。结果:MR分析显示UC与AML发病之间存在因果关系。差异表达和WGCNA分析鉴定了23个共驱动基因,这些基因由信号传导和转录激活因子3 (STAT3)和激活转录因子4 (AFT4)调控,在免疫、炎症和细胞增殖途径中富集。组织金属蛋白酶抑制剂1 (TIMP1)和f2r样胰蛋白酶受体1 (F2RL1)被确定为AML的实用诊断和预后标志物,高TIMP1和低F2RL1表达促进免疫抑制和炎症性肿瘤微环境。槲皮素被认为是uc相关AML的一个有希望的候选药物。结论:UC是AML发病的危险因素。TIMP1和F2RL1是uc相关AML的诊断和预后标志物,可能通过持续炎症和免疫抑制肿瘤微环境促进AML的发展。槲皮素是一种潜在的TIMP1和F2RL1抑制剂,可能减轻UC-AML转化,为UC管理、AML监测和预防性治疗开发提供见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Shared genetic association between inflammatory bowel disease and acute myeloid leukemia: insights from mendelian randomization and transcriptomic analyses.

Background: Observational studies suggest that a history of inflammatory bowel disease (IBD) is associated with the onset of acute myeloid leukemia (AML), often attributed to drug use. However, these findings are inconsistent. This study aimed to assess the causal relationship between IBD and AML, identify shared pathogenesis, and discover diagnostic and prognostic markers and potential therapeutic drugs.

Methods: Two-sample Mendelian randomization (MR) was employed to analyze genetic associations between IBD [ulcerative colitis (UC) and Crohn's disease (CD)] and AML. Transcriptomic data from gene expression omnibus (GEO) identified differentially expressed genes (DEGs) in UC, AML, and controls. Weighted Gene Co-expression Network Analysis (WGCNA) and enrichment analyses [Gene Multiple Association Network Integration Algorithm (GeneMANIA), Kyoto Encyclopedia of Genes and Genomes (KEGG), Ractom pathway] and Gene Ontology (GO) explored shared genetic pathways. Receiver Operating Characteristic (ROC) curve and survival analyses screened diagnostic and prognostic markers. Cibersort and GSVA were employed to analyze the proportion of immune cells in UC and AML datasets, as well as to assess the association of specific genes with immune infiltration. The Drug Signatures Database (DSigDB) and Autodock molecular docking identified potential therapeutic small molecules.

Results: MR analysis revealed a causal association between UC and the onset of AML. Differential expression and WGCNA analyses identified 23 co-driver genes regulated by Signal Transducer and Activator of Transcription 3 (STAT3) and Activating Transcription Factor 4 (AFT4), enriched in immune, inflammatory, and cell proliferation pathways. Tissue Inhibitor of Metalloproteinases 1 (TIMP1) and F2R-Like Trypsin Receptor 1 (F2RL1) were identified as practical diagnostic and prognostic markers for AML, with high TIMP1 and low F2RL1 expression promoting an immunosuppressive and inflammatory tumor microenvironment. Quercetin was identified as a promising candidate for UC-associated AML.

Conclusions: UC is a risk factor for AML pathogenesis. TIMP1 and F2RL1 are diagnostic and prognostic markers for UC-associated AML, potentially facilitating AML development through sustained inflammation and an immunosuppressive tumor microenvironment. Quercetin, a potential TIMP1 and F2RL1 inhibitor, may mitigate UC-AML transformation, providing insights into UC management, AML monitoring, and preventive therapy development.

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来源期刊
Inflammation Research
Inflammation Research 医学-免疫学
CiteScore
9.90
自引率
1.50%
发文量
134
审稿时长
3-8 weeks
期刊介绍: Inflammation Research (IR) publishes peer-reviewed papers on all aspects of inflammation and related fields including histopathology, immunological mechanisms, gene expression, mediators, experimental models, clinical investigations and the effect of drugs. Related fields are broadly defined and include for instance, allergy and asthma, shock, pain, joint damage, skin disease as well as clinical trials of relevant drugs.
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