胰腺导管腺癌患者mirna -蛋白相互作用网络的初步研究:对诊断和预后的影响。

IF 3.3 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL
Sena Şen, Merve Çiğdem Özgel, Şeref Buğra Tunçer, Hamza Uğur Bozbey, Senem Karabulut, Didem Taştekin
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引用次数: 0

摘要

背景:胰腺导管腺癌(Pancreatic ductal adencarcinoma, PDAC)是最致命的恶性肿瘤之一,目前很少有有效的生物标志物用于诊断、预后和治疗监测。鉴于文献数据缺乏,本研究旨在评估选定的miRNAs (miR-222-3p、miR-3154、miR-3945、miR-4534和miR-4742)及其蛋白靶点在PDAC中的生物标志物潜力。方法:采用实时荧光定量PCR技术对46例PDAC患者和50例健康对照者淋巴细胞样本中候选miRNA的表达水平进行定量分析。进行计算机分析以确定潜在的靶基因和蛋白。ELISA法检测两组蛋白表达。统计分析包括ROC曲线分析、线性回归分析和相关分析。此外,还研究了miRNA/蛋白表达与临床病理特征(包括生存率)之间的相关性。结果:与对照组相比,miR-222-3p和miR-3154在PDAC患者中显著下调(p < 0.001)。在双miRNA组合中,miR-222-3p和miR-4534的区分力最高(AUC = 0.629, p = 0.022)。有饮酒史的患者miR-222-3p表达显著升高(p = 0.02)。miR-3154表达与t分期(p = 0.01)、周围神经浸润与miR-222-3p水平(p = 0.02)显著相关。生存分析显示,miR-3945高表达与较短的总生存期显著相关(p = 0.001)。ESR1、HCFC1和EPC1水平升高与淋巴浸润显著相关(p < 0.05),而KCNA1高表达与较短的生存期相关(p = 0.006),表明其可能是一种阴性预后生物标志物。线性回归分析显示,miR-3945与KCNA1表达呈显著正相关(β = 0.259, p = 0.038),表明可能存在调控相互作用。miR-4742与EPC1表达之间也存在临界相关性(p = 0.055)。结论:本研究确定了几种在PDAC中具有诊断和预后意义的mirna和相关蛋白。这些结果强调了整合mirna -蛋白相互作用的多层分析的临床意义。观察到的关联突出了这些分子标记物在肿瘤进展和患者生存中的作用,并为精准肿瘤学的未来研究和临床应用提供了有希望的机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Pilot Study of Exploring miRNA-Protein Interaction Networks in Pancreatic Ductal Adenocarcinoma Patients: Implications for Diagnosis and Prognosis.

Background: Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal malignancies for which there are few effective biomarkers for diagnosis, prognosis, and treatment monitoring. Given the paucity of data in the literature, this study aimed to evaluate the biomarker potential of selected miRNAs (miR-222-3p, miR-3154, miR-3945, miR-4534, and miR-4742) and their protein targets in the context of PDAC. Methods: The expression levels of miRNA candidates were quantified by real-time quantitative PCR in lymphocyte samples from 46 PDAC patients and 50 healthy controls. In silico analyses were performed to identify potential target genes and proteins. ELISA was used to measure protein expression in both groups. Statistical analyses included ROC curve analysis, linear regression, and correlation analyses. In addition, correlations between miRNA/protein expression and clinicopathologic characteristics, including survival, were investigated. Results: miR-222-3p and miR-3154 were significantly downregulated in PDAC patients compared to controls (p < 0.001). Among the dual miRNA combinations, miR-222-3p and miR-4534 showed the highest discriminatory power (AUC = 0.629, p = 0.022). The miR-222-3p expression was significantly increased in patients with a history of alcohol consumption (p = 0.02). Significant correlations were observed between miR-3154 expression and T-stage (p = 0.01) and between perineural invasion and miR-222-3p levels (p = 0.02). Survival analysis showed that high miR-3945 expression was significantly associated with shorter overall survival (p = 0.001). Elevated levels of ESR1, HCFC1, and EPC1 were significantly associated with lymphatic invasion (p < 0.05), while high KCNA1 expression correlated with shorter survival (p = 0.006), indicating its potential as a negative prognostic biomarker. Linear regression analysis revealed a significant positive correlation between miR-3945 and KCNA1 expression (β = 0.259, p = 0.038), indicating a possible regulatory interaction. A borderline correlation was also found between miR-4742 and EPC1 expression (p = 0.055). Conclusions: This study identifies several miRNAs and associated proteins with diagnostic and prognostic significance in PDAC. The results emphasize the clinical relevance of integrating multi-layered analyses of miRNA-protein interactions. The observed associations highlight the role of these molecular markers in tumor progression and patient survival and offer promising opportunities for future research and clinical application in precision oncology.

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来源期刊
Diagnostics
Diagnostics Biochemistry, Genetics and Molecular Biology-Clinical Biochemistry
CiteScore
4.70
自引率
8.30%
发文量
2699
审稿时长
19.64 days
期刊介绍: Diagnostics (ISSN 2075-4418) is an international scholarly open access journal on medical diagnostics. It publishes original research articles, reviews, communications and short notes on the research and development of medical diagnostics. There is no restriction on the length of the papers. Our aim is to encourage scientists to publish their experimental and theoretical research in as much detail as possible. Full experimental and/or methodological details must be provided for research articles.
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