通过对竞争性内源性 RNA 网络的综合生物信息学分析和实验验证,将 LPIN1 作为胃癌的潜在诊断和预后生物标志物。

IF 2.1 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Iranian Journal of Basic Medical Sciences Pub Date : 2024-01-01 DOI:10.22038/ijbms.2024.74686.16216
Milad Daneshmand-Parsa, Parvaneh Nikpour
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引用次数: 0

摘要

目的:鉴定有效的生物标志物对胃癌(GC)这种异质性疾病至关重要。最近的研究集中于假基因通过竞争性内源性 RNA(ceRNA)网络调控基因表达的作用,然而,GC 中与假基因相关的 ceRNA 网络在很大程度上仍然未知。本研究旨在构建和分析 GC 中由三部分组成的 ceRNA 网络,并通过实验验证一种 ceRNA:对癌症基因组图谱(TCGA)胃腺癌(STAD)数据集的RNA-seq和miRNA-seq数据进行了综合分析,以确定差异表达的mRNA(DEMs)、假基因(DEPs)和miRNA(DEMis)。构建了假基因相关的 ceRNA 和蛋白质-蛋白质相互作用(PPI)网络,并进行了功能富集分析。选择中心度≥2的DEMs和DEPs进行生存分析。进一步选择了一个 ceRNA 进行实验验证:检索到10145个DEMs、3576个DEPs和66个DEMis,然后将至少与一个DEM和一个DEP同时发生相互作用的DEMis包括在内,构建了一个ceRNA网络。功能富集分析表明,ceRNA网络中的DEMs在癌症相关通路中显著富集。LPIN1和WBP1L这两个mRNA与STAD患者的总生存率有关。LPIN1的表达分析表明,与非肿瘤组织相比,GC肿瘤中LPIN1的表达明显下降(P=0.003):我们的研究强调了 ceRNA 网络在开发癌症检测和预后新生物标记物方面的重要意义。有必要进一步研究 LPIN1 在 GC 发病机制中的功能作用。
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Introduction of LPIN1 as a potential diagnostic and prognostic biomarker for gastric cancer via integrative bioinformatics analysis of a competing endogenous RNA network and experimental validation.

Objectives: Identification of effective biomarkers is crucial for the heterogeneous disease of gastric cancer (GC). Recent studies have focused on the role of pseudogenes regulating gene expression through competing endogenous RNA (ceRNA) networks, however, the pseudogene-associated ceRNA networks in GC remain largely unknown. The current study aimed to construct and analyze a three-component ceRNA network in GC and experimentally validate a ceRNA.

Materials and methods: A comprehensive analysis was conducted on the RNA-seq and miRNA-seq data of The Cancer Genome Atlas (TCGA) stomach adenocarcinoma (STAD) dataset to identify differentially-expressed mRNAs (DEMs), pseudogenes (DEPs), and miRNAs (DEMis). Pseudogene-associated ceRNA and protein-protein interaction (PPI) networks were constructed, and functional enrichment analyses were performed. DEMs and DEPs with degree centralities≥2 were selected for survival analysis. A ceRNA was further selected for experimental validation.

Results: 10,145 DEMs, 3576 DEPs, and 66 DEMis were retrieved and a ceRNA network was then constructed by including DEMis with concurrent interactions with at least a DEM and a DEP. Functional enrichment analysis demonstrated that DEMs of the ceRNA network were significantly enriched in cancer-associated pathways. LPIN1 and WBP1L were two mRNAs showing an association with STAD patients overall survival. Expression analysis of LPIN1 showed a significant decrease in GC tumors compared to non-tumor tissues (P=0.003).

Conclusion: Our research emphasizes the significant implications of ceRNA networks in the development of new biomarkers for the detection and prognosis of cancer. Further examination is necessary to explore the functional roles of LPIN1 in the pathogenesis of GC.

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来源期刊
Iranian Journal of Basic Medical Sciences
Iranian Journal of Basic Medical Sciences MEDICINE, RESEARCH & EXPERIMENTAL-PHARMACOLOGY & PHARMACY
CiteScore
4.00
自引率
4.50%
发文量
142
审稿时长
6-12 weeks
期刊介绍: The Iranian Journal of Basic Medical Sciences (IJBMS) is a peer-reviewed, monthly publication by Mashhad University of Medical Sciences (MUMS), Mashhad, Iran . The Journal of "IJBMS” is a modern forum for scientific communication. Data and information, useful to investigators in any discipline in basic medical sciences mainly including Anatomical Sciences, Biochemistry, Genetics, Immunology, Microbiology, Pathology, Pharmacology, Pharmaceutical Sciences, and Physiology, will be published after they have been peer reviewed. This will also include reviews and multidisciplinary research.
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