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核呼吸因子 1 转录组特征可作为白人女性复发性侵袭性间叶胶质母细胞瘤及对治疗耐药的预后指标。

Nuclear respiratory factor 1 transcriptomic signatures as prognostic indicators of recurring aggressive mesenchymal glioblastoma and resistance to therapy in White American females.

机构信息

Department of Environmental Health Sciences, Florida International University, Miami, FL, 33199, USA.

Department of Biostatistics, Florida International University, Miami, FL, 33199, USA.

出版信息

J Cancer Res Clin Oncol. 2022 Jul;148(7):1641-1682. doi: 10.1007/s00432-022-03987-2. Epub 2022 Apr 20.

Abstract

PURPOSE

The mechanisms contributing to recurrence of glioblastoma (GBM), an aggressive neuroepithelial brain tumor, remain unknown. We have recently shown that nuclear respiratory factor 1 (NRF1) is an oncogenic transcription factor and its transcriptional activity is associated with the progression and prognosis of GBM. Herein, we extend our efforts to (1) identify influential NRF1-driven gene and microRNA (miRNA) expression for the aggressiveness of mesenchymal GBM; and (2) understand the molecular basis for its poor response to therapy.

METHODS

Clinical data and RNA-Seq from four independent GBM cohorts were analyzed by Bayesian Network Inference with Java Objects (BANJO) and Markov chain Monte Carlo (MCMC)-based gene order to identify molecular drivers of mesenchymal GBM as well as prognostic indicators of poor response to radiation and chemotherapy.

RESULTS

We are the first to report sex-specific NRF1 motif enriched gene signatures showing increased susceptibility to GBM. Risk estimates for GBM were increased by greater than 100-fold with the joint effect of NRF1-driven gene signatures-CDK4, DUSP6, MSH2, NRF1, and PARK7 in female GBM patients and CDK4, CASP2, H6PD, and NRF1 in male GBM patients. NRF1-driven causal Bayesian network genes were predictive of poor survival and resistance to chemoradiation in IDH1 wild-type mesenchymal GBM patients. NRF1-regulatable miRNAs were also associated with poor response to chemoradiation therapy in female IDH1 wild-type mesenchymal GBM. Stable overexpression of NRF1 reprogramed human astrocytes into neural stem cell-like cells expressing SOX2 and nestin. These cells differentiated into neurons and form tumorospheroids.

CONCLUSIONS

In summary, our novel discovery shows that NRF1-driven causal genes and miRNAs involved in cancer cell stemness and mesenchymal features contribute to cancer aggressiveness and recurrence of aggressive therapy-resistant glioblastoma.

摘要

目的

导致胶质母细胞瘤(GBM)复发的机制仍不清楚,GBM 是一种侵袭性神经上皮脑肿瘤。我们最近发现核呼吸因子 1(NRF1)是一种致癌转录因子,其转录活性与 GBM 的进展和预后相关。在此,我们进一步努力:(1)确定影响间充质 GBM 侵袭性的 NRF1 驱动基因和微小 RNA(miRNA)表达;(2)了解其对治疗反应不良的分子基础。

方法

通过贝叶斯网络推断与 Java 对象(BANJO)和基于马尔可夫链蒙特卡罗(MCMC)的基因排序分析来自四个独立 GBM 队列的临床数据和 RNA-Seq,以鉴定间充质 GBM 的分子驱动因素以及对放疗和化疗反应不良的预后指标。

结果

我们首次报道了性别特异性 NRF1 基序富集基因特征,这些特征显示出对 GBM 的易感性增加。在女性 GBM 患者中,NRF1 驱动基因特征(CDK4、DUSP6、MSH2、NRF1 和 PARK7)和男性 GBM 患者中 CDK4、CASP2、H6PD 和 NRF1 的联合作用下,GBM 的风险估计增加了 100 多倍。NRF1 驱动的因果贝叶斯网络基因可预测 IDH1 野生型间充质 GBM 患者的不良生存和对放化疗的耐药性。NRF1 调节的 miRNA 也与女性 IDH1 野生型间充质 GBM 对放化疗的反应不良相关。NRF1 的稳定过表达将人星形胶质细胞重编程为表达 SOX2 和巢蛋白的神经干细胞样细胞。这些细胞分化为神经元并形成肿瘤球体。

结论

总之,我们的新发现表明,参与癌细胞干性和间充质特征的 NRF1 驱动的因果基因和 miRNA 导致了侵袭性和侵袭性治疗抵抗性 GBM 的复发。

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