LncRNA-associated competing endogenous RNA network analysis uncovered key lncRNAs involved in temozolomide resistance and tumor recurrence of glioblastoma

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Rojalin Nayak, Bibekanand Mallick
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引用次数: 0

Abstract

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.

lncrna相关的竞争内源性RNA网络分析揭示了参与替莫唑胺耐药和胶质母细胞瘤肿瘤复发的关键lncrna
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患者对该药产生耐药,其分子机制尚不清楚且复杂。竞争的内源性rna (ceRNAs)在肿瘤发生、耐药和肿瘤复发中发挥关键作用。本研究旨在预测cerna及其在TMZ耐药中的可能参与和潜在的分子机制。因此,我们分析了tmz耐药GBM样本与敏感GBM样本的编码和非编码RNA表达水平,并对tmz耐药样本中mrna差异表达(DE)进行了途径分析。接下来,我们对950个长链非编码rna (lncrna)、116个microrna (mirna)和7977个mrna应用数学模型,获得了10个lncrna相关的cerna,这些cerna可能通过在tmz耐药GBM中筛选25个mirna来调节参与癌症相关途径的潜在靶基因。其中,ARFRP1和RUSC2两种lncrna调节AMPK、AKT、mTOR和TGF-β信号通路中的5个靶基因(IRS1、FOXG1、GNG2、RUNX2和CACNA1E),激活或抑制自噬导致TMZ耐药。在GBM中预测的新的lncrna相关的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。
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
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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