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构建细胞周期特异性长链非编码RNA-微小RNA-信使RNA网络揭示结直肠癌中的新型关键长链非编码RNA

Construction of a cell cycle-specific lncRNA-miRNA-mRNA network reveals novel key lncRNAs in colorectal cancer.

作者信息

Naderi Boldaji Marzieh, Shahbazi Shahrzad, Reiisi Somayeh, Ahmadi Kambiz, Mahdevar Mohammad

机构信息

Department of Genetics, Faculty of Basic Sciences, Shahrekord University, Shahrekord, Iran.

Division of Genetics, Department of Cell and Molecular Biology and Microbiology, Faculty of Biological Science and Technology, University of Isfahan, Isfahan, Iran.

出版信息

Biomarkers. 2024 Dec;29(8):565-576. doi: 10.1080/1354750X.2024.2431015. Epub 2024 Nov 28.

Abstract

OBJECTIVE

The current study aimed to determine the roles of pivotal and novel lncRNAs associated with the cell cycle in the occurrence and development of Colorectal cancer (CRC).

METHODS

The TCGA-COAD project related to CRC was downloaded, and differential expression analysis was performed to identify differentially expressed lncRNAs, miRNAs, and mRNAs. A cell cycle-associated lncRNA-miRNA-mRNA regulatory network was constructed, and two novel lncRNAs were selected. Two subnetworks were constructed for selected lncRNAs. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were illustrated for the genes in each sub-network. qPCR analysis was used to validate the expression levels of the selected lncRNAs in CRC tissues compared to those adjacent normal tissues.

RESULTS

The differential expression analysis identified 416 lncRNAs, 317 miRNAs, and 117 mRNAs. The ceRNA subnetwork genes were associated with different pathways, including cellular senescence, DNA replication, human T-cell leukemia virus 1 infection, and oocyte meiosis. The bioinformatic results based on the TCGA project indicated the dysregulation of two novel lncRNAs, MIR29B2CHG and HELLPAR, in CRC tissues compared to adjacent normal tissues. Moreover, qPCR confirmed the dysregulation of lncRNAs in the CRC tissues. ROC curves revealed that both selected lncRNAs had acceptable specificity and sensitivity as biomarkers.

CONCLUSION

In conclusion, novel cell cycle-associated lncRNAs have the potential to be understood as the underlying molecular mechanisms that influence CRC. Therefore, these lncRNAs can be considered as promising biomarkers for the diagnosis and treatment of CRC.

摘要

目的

本研究旨在确定与细胞周期相关的关键和新型长链非编码RNA(lncRNA)在结直肠癌(CRC)发生发展中的作用。

方法

下载与CRC相关的TCGA-COAD项目,进行差异表达分析以鉴定差异表达的lncRNA、miRNA和mRNA。构建细胞周期相关的lncRNA-miRNA-mRNA调控网络,并选择两个新型lncRNA。为所选lncRNA构建两个子网。对每个子网中的基因进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)富集分析。使用qPCR分析验证所选lncRNA在CRC组织与相邻正常组织中的表达水平。

结果

差异表达分析鉴定出416个lncRNA、317个miRNA和117个mRNA。ceRNA子网基因与不同途径相关,包括细胞衰老、DNA复制、人类T细胞白血病病毒1感染和卵母细胞减数分裂。基于TCGA项目的生物信息学结果表明,与相邻正常组织相比,两种新型lncRNA,即MIR29B2CHG和HELLPAR,在CRC组织中表达失调。此外,qPCR证实了CRC组织中lncRNA的表达失调。ROC曲线显示,两种所选lncRNA作为生物标志物具有可接受的特异性和敏感性。

结论

总之,新型细胞周期相关lncRNA有可能被理解为影响CRC的潜在分子机制。因此,这些lncRNA可被视为CRC诊断和治疗中有前景的生物标志物。

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