Glycolytic-inflammatory crosstalk mediated by Glyco-PMF-Rux hub genes drives PMF progression and ruxolitinib resistance.

IF 2 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY
Genes & genomics Pub Date : 2026-06-01 Epub Date: 2026-02-27 DOI:10.1007/s13258-026-01756-w
Shujing Zhang, Muhammad Sameer Ashaq, Yi Wang, Yuan Li, Baobing Zhao
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引用次数: 0

Abstract

Background: Primary myelofibrosis (PMF) is an aggressive myeloproliferative neoplasm characterized by bone marrow fibrosis, chronic inflammation, and high leukemic risk. Although ruxolitinib (Rux) is a first-line therapy, nearly half of patients develop resistance within three years. Glycolytic reprogramming contributes to inflammatory signaling and drug resistance, while the link between metabolic reprogramming and Rux resistance remains unclear.

Objective: This study aims to identify key genes involved in glycolytic-inflammatory crosstalk driving PMF progression and Rux resistance, with the goal of evaluating their potential as diagnostic and therapeutic targets.

Methods: We integrated multiple GEO datasets to identify differentially expressed genes (DEGs) related to PMF, Rux resistance, and glycolysis. A total of 75 overlapping DEGs were identified. Protein-protein interaction analysis and centrality measures revealed four key hub genes: STAT1, EGR1, FOXO1 and SMAD7. Their diagnostic and functional relevance was assessed using GO/KEGG enrichment, ROC analysis, single-cell RNA-seq and immune infiltration analysis.

Results: All four hub genes were significantly dysregulated and showed potential diagnostic value. Functional enrichment highlighted pathways of inflammation, apoptosis, and metabolic reprogramming. Single-cell analysis revealed their enrichment in hematopoietic stem/progenitor cells and correlation with resistance markers. STAT1/EGR1 were associated with pro-inflammatory immune cells, while FOXO1/SMAD7 were linked to immune evasion. Notably, STAT1 and EGR1 were significantly upregulated in ruxolitinib-resistant HEL cells. Functional assays demonstrated that STAT1 knockdown suppressed the proliferation of resistant cells, while EGR1 was further validated by its significant upregulation in PMF mouse models.

Conclusions: STAT1, EGR1, FOXO1, and SMAD7 are associated with glycolytic-inflammatory crosstalk underlying PMF progression and ruxolitinib resistance, with experimental validation supporting STAT1 and EGR1 as potential diagnostic and therapeutic targets.

由Glyco-PMF-Rux枢纽基因介导的糖酵解-炎症串扰驱动PMF进展和鲁索利替尼耐药。
背景:原发性骨髓纤维化(PMF)是一种侵袭性骨髓增生性肿瘤,以骨髓纤维化、慢性炎症和高白血病风险为特征。虽然ruxolitinib (Rux)是一线治疗药物,但近一半的患者在三年内产生耐药性。糖酵解重编程有助于炎症信号和耐药,而代谢重编程与Rux耐药之间的联系尚不清楚。目的:本研究旨在确定糖酵解-炎症串扰驱动PMF进展和Rux耐药的关键基因,以评估其作为诊断和治疗靶点的潜力。方法:我们整合了多个GEO数据集,以鉴定与PMF、Rux抗性和糖酵解相关的差异表达基因(DEGs)。共鉴定出75个重叠的deg。蛋白-蛋白相互作用分析和中心性测量揭示了四个关键枢纽基因:STAT1、EGR1、FOXO1和SMAD7。通过GO/KEGG富集、ROC分析、单细胞RNA-seq和免疫浸润分析来评估它们的诊断和功能相关性。结果:4个中心基因均有显著异常,具有潜在的诊断价值。功能富集强调了炎症、凋亡和代谢重编程的途径。单细胞分析显示它们在造血干细胞/祖细胞中富集,并与耐药标志物相关。STAT1/EGR1与促炎免疫细胞有关,而FOXO1/SMAD7与免疫逃避有关。值得注意的是,STAT1和EGR1在ruxolitinib耐药HEL细胞中显著上调。功能分析表明,STAT1敲低抑制了耐药细胞的增殖,而EGR1在PMF小鼠模型中的显著上调进一步证实了这一点。结论:STAT1, EGR1, FOXO1和SMAD7与PMF进展和ruxolitinib耐药的糖酵解-炎症串扰相关,实验验证支持STAT1和EGR1作为潜在的诊断和治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Genes & genomics
Genes & genomics 生物-生化与分子生物学
CiteScore
3.70
自引率
4.80%
发文量
131
审稿时长
6-12 weeks
期刊介绍: Genes & Genomics is an official journal of the Korean Genetics Society (http://kgenetics.or.kr/). Although it is an official publication of the Genetics Society of Korea, membership of the Society is not required for contributors. It is a peer-reviewed international journal publishing print (ISSN 1976-9571) and online version (E-ISSN 2092-9293). It covers all disciplines of genetics and genomics from prokaryotes to eukaryotes from fundamental heredity to molecular aspects. The articles can be reviews, research articles, and short communications.
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