Nayak Rojalin, Mallick Bibekanand
RNAi and Functional Genomics Laboratory, Department of Life Science, National Institute of Technology, Rourkela, Odisha, India.
J Mol Recognit. 2023 Dec;36(12):e3060. doi: 10.1002/jmr.3060. Epub 2023 Sep 18.
Temozolomide (TMZ) is a common alkylating chemotherapeutic agent used to treat brain tumors such as glioblastoma multiforme (GBM) and anaplastic astrocytoma. GBM patients develop resistance to this drug, which has an unclear and complicated molecular mechanism. The competing endogenous RNAs (ceRNAs) play critical roles in tumorigenesis, drug resistance, and tumor recurrence in cancers. This study aims to predict ceRNAs, their possible involvement, and underlying molecular mechanisms in TMZ resistance. Therefore, we analyzed coding and non-coding RNA expression levels in TMZ-resistant GBM samples compared to sensitive GBM samples and performed pathway analysis of mRNAs differentially expressed (DE) in TMZ-resistant samples. We next applied a mathematical model on 950 DE long non-coding RNAs (lncRNAs), 116 microRNAs (miRNAs), and 7977 mRNAs and obtained 10 lncRNA-associated ceRNAs that may be regulating potential target genes involved in cancer-related pathways by sponging 25 miRNAs in TMZ-resistant GBM. Among these, two lncRNAs named ARFRP1 and RUSC2 regulate five target genes (IRS1, FOXG1, GNG2, RUNX2, and CACNA1E) involved in AMPK, AKT, mTOR, and TGF-β signaling pathways that activate or inhibit autophagy causing TMZ resistance. The novel lncRNA-associated ceRNA network predicted in GBM offers a fresh viewpoint on TMZ resistance, which might contribute to treating this malignancy.
替莫唑胺(TMZ)是一种常用的烷基化化疗药物,用于治疗多形性胶质母细胞瘤(GBM)和间变性星形细胞瘤等脑肿瘤。GBM患者会对这种药物产生耐药性,其分子机制尚不清楚且复杂。竞争性内源性RNA(ceRNA)在癌症的肿瘤发生、耐药性和肿瘤复发中起关键作用。本研究旨在预测ceRNA、它们在TMZ耐药中的可能参与情况以及潜在的分子机制。因此,我们分析了TMZ耐药GBM样本与敏感GBM样本中编码和非编码RNA的表达水平,并对TMZ耐药样本中差异表达(DE)的mRNA进行了通路分析。接下来,我们对950个DE长链非编码RNA(lncRNA)、116个微小RNA(miRNA)和7977个mRNA应用了一个数学模型,在TMZ耐药GBM中获得了10个lncRNA相关的ceRNA,它们可能通过海绵吸附25个miRNA来调节参与癌症相关通路的潜在靶基因。其中,两个名为ARFRP1和RUSC2的lncRNA调节五个靶基因(IRS1、FOXG1、GNG2、RUNX2和CACNA1E),这些基因参与激活或抑制自噬从而导致TMZ耐药的AMPK、AKT、mTOR和TGF-β信号通路。在GBM中预测的新型lncRNA相关ceRNA网络为TMZ耐药提供了一个新的视角,这可能有助于治疗这种恶性肿瘤。