Challenges in circulating miRNA analysis in adrenocortical tumors.

Endocrine-related cancer Pub Date : 2025-06-17 Print Date: 2025-06-01 DOI:10.1530/ERC-25-0045
Bálint Vékony, Gábor Nyirő, Henriett Butz, Bálint Kende Szeredás, Viktória Tóth, Peter Ferdinandy, Attila Patócs, Peter Igaz
{"title":"Challenges in circulating miRNA analysis in adrenocortical tumors.","authors":"Bálint Vékony, Gábor Nyirő, Henriett Butz, Bálint Kende Szeredás, Viktória Tóth, Peter Ferdinandy, Attila Patócs, Peter Igaz","doi":"10.1530/ERC-25-0045","DOIUrl":null,"url":null,"abstract":"<p><p>The differentiation of benign and malignant adrenocortical tumors is of major clinical relevance. Circulating microRNAs (miRNAs) hold promise as blood-borne biomarkers of adrenocortical cancer (ACC). There are, however, many difficulties with their use, including technical and biological standardization challenges. Our aim was to evaluate the interchangeability of quantitative polymerase chain reaction (qPCR) and digital PCR (dPCR) for measuring circulating miRNAs and to investigate whether K2- and K3-EDTA as anticoagulants influence the measurements. Blood samples were drawn simultaneously from 20 participants into K2- and K3-EDTA tubes. Three miRNAs shown to be associated with ACC (miR-483-5p, miR-210-3p, miR-21-5p), together with two controls (miR-16-5p, cel-miR-39-3p), were analyzed using RT-qPCR and dPCR. qPCR and dPCR results showed different correlations in K2- and K3-EDTA samples, with K2 performing better regarding ΔCt values. Moreover, proportional biases related to low or high miRNA expressions between the two methods were observed. In qPCR measurements, K3-EDTA samples showed larger standard deviations, particularly for cel-miR-39. While raw Ct values differed between K2- and K3-EDTA only for miR-483-5p, ΔCt values showed statistically significant differences across all miRNAs except for miR-483-5p. dPCR results were not affected by the choice of anticoagulant. In conclusion, this is the first study demonstrating that dPCR and qPCR results are not easily interchangeable for circulating miRNA, particularly for abundant or rare miRNAs, making cross-validation studies challenging. K2- and K3-EDTA could potentially influence qPCR outcomes, underscoring the need for standardized protocols. A consensus-based methodology could improve reproducibility, enhancing miRNA-based biomarker utility in adrenocortical tumor diagnostics.</p>","PeriodicalId":93989,"journal":{"name":"Endocrine-related cancer","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Endocrine-related cancer","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1530/ERC-25-0045","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/6/1 0:00:00","PubModel":"Print","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The differentiation of benign and malignant adrenocortical tumors is of major clinical relevance. Circulating microRNAs (miRNAs) hold promise as blood-borne biomarkers of adrenocortical cancer (ACC). There are, however, many difficulties with their use, including technical and biological standardization challenges. Our aim was to evaluate the interchangeability of quantitative polymerase chain reaction (qPCR) and digital PCR (dPCR) for measuring circulating miRNAs and to investigate whether K2- and K3-EDTA as anticoagulants influence the measurements. Blood samples were drawn simultaneously from 20 participants into K2- and K3-EDTA tubes. Three miRNAs shown to be associated with ACC (miR-483-5p, miR-210-3p, miR-21-5p), together with two controls (miR-16-5p, cel-miR-39-3p), were analyzed using RT-qPCR and dPCR. qPCR and dPCR results showed different correlations in K2- and K3-EDTA samples, with K2 performing better regarding ΔCt values. Moreover, proportional biases related to low or high miRNA expressions between the two methods were observed. In qPCR measurements, K3-EDTA samples showed larger standard deviations, particularly for cel-miR-39. While raw Ct values differed between K2- and K3-EDTA only for miR-483-5p, ΔCt values showed statistically significant differences across all miRNAs except for miR-483-5p. dPCR results were not affected by the choice of anticoagulant. In conclusion, this is the first study demonstrating that dPCR and qPCR results are not easily interchangeable for circulating miRNA, particularly for abundant or rare miRNAs, making cross-validation studies challenging. K2- and K3-EDTA could potentially influence qPCR outcomes, underscoring the need for standardized protocols. A consensus-based methodology could improve reproducibility, enhancing miRNA-based biomarker utility in adrenocortical tumor diagnostics.

肾上腺皮质肿瘤循环miRNA分析的挑战。
肾上腺皮质肿瘤的良恶性鉴别具有重要的临床意义。循环microRNAs (miRNAs)有望成为肾上腺皮质癌(ACC)的血液生物标志物。然而,它们的使用存在许多困难,包括技术和生物标准化方面的挑战。我们的目的是评估用于测量循环mirna的定量聚合酶链反应(qPCR)和数字PCR (dPCR)的互换性,并研究K2-和K3-EDTA作为抗凝剂是否会影响测量结果。同时将20名参与者的血液样本抽取到K2和K3-EDTA管中。使用RT-qPCR和dPCR分析与ACC相关的三个mirna (miR-483-5p, miR-210-3p, miR-21-5p)以及两个对照(miR-16-5p, cell - mir -39-3p)。qPCR和dPCR结果显示,K2-和K3-EDTA样品具有不同的相关性,其中K2在ΔCt值上表现更好。此外,观察到两种方法之间低或高miRNA表达的比例偏差。在qPCR测量中,K3-EDTA样品显示出较大的标准偏差,特别是对于cell - mir -39。虽然只有miR-483-5p的原始Ct值在K2和K3 EDTA之间存在差异,但ΔCt值在除miR-483-5p外的所有mirna之间存在统计学差异。dPCR结果不受抗凝剂选择的影响。总之,这是第一个证明dPCR和qPCR结果不容易互换循环miRNA的研究,特别是对于丰富或罕见的miRNA,这使得交叉验证研究具有挑战性。K2和K3-EDTA可能潜在地影响qPCR结果,强调了标准化方案的必要性。基于共识的方法可以提高可重复性,增强基于mirna的生物标志物在肾上腺皮质肿瘤诊断中的效用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信