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胶质瘤微环境中中期因子表达和中期因子相关多组学特征的协同变化。

Coordinated changes in midkine expression and midkine-associated multiomic profile in glioma microenvironment.

作者信息

Lachota Mieszko, Zielniok Katarzyna, Góźdź Agata, Szpak Patrycja, Kalaszczyńska Ilona, Zagożdżon Radosław

机构信息

Department of Ophthalmology, Children's Memorial Health Institute, Warsaw, Poland.

Laboratory of Cellular and Genetic Therapies, Medical University of Warsaw, Warsaw, Poland.

出版信息

Sci Rep. 2025 Aug 20;15(1):30587. doi: 10.1038/s41598-025-16253-5.

Abstract

Midkine (MDK), a multifunctional growth factor, has been implicated in promoting tumor progression, yet its role in glioblastoma (GBM) remains insufficiently characterized. To investigate MDK's function in glioma, we integrated four RNA-Seq datasets into a harmonized cohort of 1,017 adult gliomas, including 256 GBM samples. We complemented this with freshly collected human GBM tissues and matched primary cell cultures to evaluate MDK expression and secretion patterns, further contextualized using single-cell RNA-Seq. Finally, we tested the impact of GBM-derived MDK on macrophage secretome composition to validate our in silico observations. We found that MDK expression increases with tumor grade in IDH gliomas, accompanied by a shift in isoform proportions favoring the canonical MDK transcript. High MDK expression was associated with poor prognosis specifically in GBM, where the MDK subgroup comprised 75% of cases. MDK GBMs exhibited a distinctive multiomic signature, including elevated chemokine and cytokine expression. Functionally, GBM-derived MDK induced macrophages to secrete multiple cytokines and chemokines, suggesting its role in reshaping the tumor microenvironment. Our findings reveal MDK's previously underappreciated role in GBM aggressiveness and immune modulation, underscoring its potential as a biomarker and actionable therapeutic target for most GBM patients.

摘要

中期因子(MDK)是一种多功能生长因子,与促进肿瘤进展有关,但其在胶质母细胞瘤(GBM)中的作用仍未得到充分阐明。为了研究MDK在胶质瘤中的功能,我们将四个RNA测序数据集整合到一个由1017例成人胶质瘤组成的统一队列中,其中包括256例GBM样本。我们用新收集的人类GBM组织和匹配的原代细胞培养物对此进行补充,以评估MDK的表达和分泌模式,并使用单细胞RNA测序进一步进行背景分析。最后,我们测试了GBM来源的MDK对巨噬细胞分泌组组成的影响以验证我们的计算机模拟观察结果。我们发现,在异柠檬酸脱氢酶(IDH)胶质瘤中MDK表达随肿瘤分级增加,同时异构体比例发生变化而有利于典型MDK转录本。高MDK表达与GBM患者预后不良相关,其中MDK亚组占病例的75%。MDK阳性GBM表现出独特的多组学特征,包括趋化因子和细胞因子表达升高。在功能上,GBM来源的MDK诱导巨噬细胞分泌多种细胞因子和趋化因子, 表明其在重塑肿瘤微环境中的作用。我们的研究结果揭示了MDK在GBM侵袭性和免疫调节中以前未被重视的作用,强调了其作为大多数GBM患者生物标志物和可操作治疗靶点的潜力。

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