Identification of ASMTL-AS1 and LINC02604 lncRNAs as novel biomarkers for diagnosis of colorectal cancer.

IF 2.5 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY International Journal of Colorectal Disease Pub Date : 2024-07-19 DOI:10.1007/s00384-024-04692-x
Fariba Shakeri, Parisa Mohamadynejad, Mehdi Moghanibashi
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Abstract

Purpose: Colorectal cancer is one of the major leading causes of death worldwide, and available treatments for advanced colorectal cancer are not successful. Therefore, early detection of colorectal cancer is essential to improve patient survival, and biomarkers are potential tools to achieve this goal. Considering the key role of lncRNAs in cancers, the aim of this study is to identify lncRNAs involved in colorectal cancer as new potential prognosis biomarkers for CRC.

Methods: In this observational study, gene expression data obtained from the TCGA database were analyzed, Identification of differentially expressed mRNAs, miRNAs, and lncRNAs was performed, and ceRNA network was drawn. Also, survival analysis of patients was performed in order to identify potential biomarkers related to the diagnosis and prognosis of colon cancer. After confirming the results using the GSE39582 dataset, the expression of target lncRNAs in colorectal tumor tissues was also investigated to confirm the bioinformatic data.

Results: Analysis of the TCGA data showed that the expression of three lncRNAs-SNHG7, ASMTL-AS1, and LINC02604-that had the highest interaction with other miRNAs and mRNAs identified based on the ceRNA network was increased in colorectal cancer. Also, based on the ceRNA network, three microRNAs, hsa-let-7d-5p, hsa-mir-92a-3p, and hsa-mir-423-5p, and eight mRNAs, including CPA4, MSI2, RRM2, IGF2BP1, ONECUT2, HMGA1, SOX4, and SRM, were associated with all three mentioned lncRNAs, the expression of microRNAs was decreased and the expression of mRNAs was increased. By enrichment analysis, it was found that the target lncRNAs are involved in the processes of cell proliferation, apoptosis, and metastasis, indicating their importance in the development and malignancy of colorectal cancer. Furthermore, Kaplan-Meier analysis showed a significant increase in mortality in patients with higher expression levels of these lncRNAs. Analysis of the GSE39582 dataset, and real-time RT-PCR analysis, confirmed our bioinformatic results. Also, ROC analysis showed that SNHG7 was a relatively good promising biomarker (AUC = 0.73, p value = 0.02), while ASMTL-AS1 (AUC = 0.92, p value < 0.0001) and LINC02604 (AUC = 1.00, p value < 0.0001) emerged as excellent diagnostic biomarkers in colorectal cancer.

Conclusion: It seems that increased expression of lncRNAs ASMTL-AS1 and LINC02604 can serve as molecular biomarkers for CRC, possibly through the sponge hsa-let-7d-5p, hsa-mir-92a-3p, and hsa-mir-423 5p, which increases target mRNAs, which are effective in the carcinogenesis process.

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将 ASMTL-AS1 和 LINC02604 lncRNA 鉴定为诊断结直肠癌的新型生物标记物。
目的:结直肠癌是导致全球死亡的主要原因之一,晚期结直肠癌的现有治疗方法并不成功。因此,结直肠癌的早期检测对于提高患者生存率至关重要,而生物标志物则是实现这一目标的潜在工具。考虑到 lncRNAs 在癌症中的关键作用,本研究旨在确定参与结直肠癌的 lncRNAs,作为 CRC 新的潜在预后生物标志物:在这项观察性研究中,分析了从 TCGA 数据库中获得的基因表达数据,鉴定了差异表达的 mRNA、miRNA 和 lncRNA,并绘制了 ceRNA 网络。此外,还对患者进行了生存分析,以确定与结肠癌诊断和预后相关的潜在生物标志物。在利用 GSE39582 数据集确认结果后,还调查了结直肠肿瘤组织中目标 lncRNA 的表达情况,以确认生物信息学数据:结果:对TCGA数据的分析表明,基于ceRNA网络鉴定出的与其他miRNA和mRNA相互作用最高的三个lncRNA-SNHG7、ASMTL-AS1和LINC02604在结直肠癌中的表达增加。此外,根据ceRNA网络,hsa-let-7d-5p、hsa-mir-92a-3p和hsa-mir-423-5p等3个microRNA和CPA4、MSI2、RRM2、IGF2BP1、ONECUT2、HMGA1、SOX4和SRM等8个mRNA与上述3个lncRNA都有关联,microRNA的表达量减少,而mRNA的表达量增加。通过富集分析发现,目标 lncRNAs 参与了细胞增殖、凋亡和转移过程,表明它们在结直肠癌的发生和恶变过程中具有重要作用。此外,Kaplan-Meier分析显示,这些lncRNA表达水平较高的患者死亡率显著增加。对 GSE39582 数据集的分析和实时 RT-PCR 分析证实了我们的生物信息学结果。此外,ROC 分析表明,SNHG7 是一个相对较好的生物标志物(AUC = 0.73,p 值 = 0.02),而 ASMTL-AS1 (AUC = 0.92,p 值 = 0.01)和 SMTL-AS1 (AUC = 0.01,p 值 = 0.01)是一个相对较好的生物标志物(AUC = 0.01,p 值 = 0.01):看来,lncRNA ASMTL-AS1和LINC02604的表达增加可作为CRC的分子生物标志物,可能是通过海绵体hsa-let-7d-5p、hsa-mir-92a-3p和hsa-mir-423 5p增加靶mRNA,从而在致癌过程中发挥有效作用。
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来源期刊
CiteScore
4.90
自引率
3.60%
发文量
206
审稿时长
3-8 weeks
期刊介绍: The International Journal of Colorectal Disease, Clinical and Molecular Gastroenterology and Surgery aims to publish novel and state-of-the-art papers which deal with the physiology and pathophysiology of diseases involving the entire gastrointestinal tract. In addition to original research articles, the following categories will be included: reviews (usually commissioned but may also be submitted), case reports, letters to the editor, and protocols on clinical studies. The journal offers its readers an interdisciplinary forum for clinical science and molecular research related to gastrointestinal disease.
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