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.
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.