血清microrna作为原发性醛固酮增多症的外周标志物。

IF 3.9 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM
Frontiers in Endocrinology Pub Date : 2025-03-20 eCollection Date: 2025-01-01 DOI:10.3389/fendo.2025.1511096
Nikita Makhnov, Fredrik Axling, Elham Barazeghi, Peter Stålberg, Tobias Åkerström, Per Hellman
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引用次数: 0

摘要

背景:原发性醛固酮增多症(PA)是继发性高血压的主要原因;它导致心血管疾病发病率和死亡率显著升高,但只有一小部分病例被发现,部分原因是诊断程序难以执行和解释。需要更直接的诊断方法。偏侧或单侧PA (uPA)最好通过手术治疗。双侧PA (bPA)是医学治疗。目的:探讨外周血中microRNA (miRNA)作为PA、uPA和bPA的标志物。方法:对原发性高血压组(HT组,n = 11)、双酚a组(n = 12)、uPA组(n = 16)进行外周血清总RNA分离、文库制备、NGS测序,比较分析miRNA表达情况。采用五重交叉验证支持向量机器学习(ML)模型搜索可作为PA及其形式标记的miRNA。结果:在我们的患者队列中,发现的mirna组合可以具有高水平的准确性、敏感性和特异性,表征HT和PA之间的差异,以及HT + bPA与uPA联合组之间的差异。对于bPA和uPA的比较,鉴别参数是中等好的。结论:在我们的患者队列中,使用ML,研究确定了HT和PA之间以及bPA和uPA之间明显不同的miRNA谱。进一步的验证研究可能会导致一种新的临床诊断工具的出现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Serum microRNAs as peripheral markers of primary aldosteronism.

Background: Primary aldosteronism (PA) is the principal cause of secondary hypertension; it leads to significantly elevated cardiovascular morbidity and mortality, but only a fraction of its cases ever get detected, partially due to diagnostic procedures that are difficult to perform and to interpret. More straightforward diagnostic methods are needed. Lateralized, or unilateral PA (uPA), is best treated by surgery. Bilateral PA (bPA) is treated medically.

Aim: The aim of our study was to explore microRNA (miRNA) in peripheral blood as markers of PA, uPA and bPA.

Methods: In groups of subjects with primary hypertension (HT, n = 11), bPA (n = 12), and uPA (n = 16), peripheral serum was used for isolation of total RNA, library preparation, and NGS sequencing to achieve a comparative analysis of miRNA expression. Five-fold cross-validation support vector machine learning (ML) models were employed to search for miRNA that could be used as markers of PA and its forms.

Results: In our cohort of patients, the discovered combinations of miRNAs could, with a high level of accuracy, sensitivity, and specificity, characterize the difference between HT and PA, as well as between a combined group of HT + bPA vs. uPA. The differentiating parameters were moderately good for comparison of bPA vs. uPA.

Conclusion: Within our patient cohort, and using ML, the study identified distinctly different miRNA profiles between HT and PA, as well as between bPA and uPA. Further validation studies may lead to the emergence of a new tool for clinical diagnostics of PA.

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来源期刊
Frontiers in Endocrinology
Frontiers in Endocrinology Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
5.70
自引率
9.60%
发文量
3023
审稿时长
14 weeks
期刊介绍: Frontiers in Endocrinology is a field journal of the "Frontiers in" journal series. In today’s world, endocrinology is becoming increasingly important as it underlies many of the challenges societies face - from obesity and diabetes to reproduction, population control and aging. Endocrinology covers a broad field from basic molecular and cellular communication through to clinical care and some of the most crucial public health issues. The journal, thus, welcomes outstanding contributions in any domain of endocrinology. Frontiers in Endocrinology publishes articles on the most outstanding discoveries across a wide research spectrum of Endocrinology. The mission of Frontiers in Endocrinology is to bring all relevant Endocrinology areas together on a single platform.
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