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健康人体志愿者血清中循环 miR-122 的方差成分分析。

Variance component analysis of circulating miR-122 in serum from healthy human volunteers.

机构信息

Department of Safety Assessment, Genentech, Inc., South San Francisco, California, United States of America.

Nonclinical Biostatistics, Genentech, Inc., South San Francisco, California, United States of America.

出版信息

PLoS One. 2019 Jul 26;14(7):e0220406. doi: 10.1371/journal.pone.0220406. eCollection 2019.

Abstract

Micro-RNA (miR)-122 is a promising exploratory biomarker for detecting liver injury in preclinical and clinical studies. Elevations in serum or plasma have been associated with viral and autoimmune hepatitis, non-alcoholic steatohepatitis (NASH), hepatocellular carcinoma, and drug-induced liver injury (DILI). However, these associations were primarily based upon population differences between the disease state and the controls. Thus, little is known about the variability and subsequent variance components of circulating miR-122 in healthy humans, which has implications for the practical use of the biomarker clinically. To address this, we set out to perform variance components analysis of miR-122 in a cohort of 40 healthy volunteers. Employing a quantitative real-time polymerase chain reaction (qRT-PCR) assay to detect miR-122 and other circulating miRNAs in human serum, the relative expression of miR-122 was determined using two different normalization approaches: to the mean expression of a panel of several endogenous miRNAs identified using an adaptive algorithm (miRA-Norm) and to the expression of an exogenous miRNA control (Caenorhabditis elegans miR-39). Results from a longitudinal study in healthy volunteers (N = 40) demonstrated high variability with 117- and 111-fold 95% confidence reference interval, respectively. This high variability of miR-122 in serum appeared to be due in part to ethnicity, as 95% confidence reference intervals were approximately three-fold lower in volunteers that identified as Caucasian relative to those that identified as Non-Caucasian. Variance analysis revealed equivalent contributions of intra- and inter-donor variability to miR-122. Surprisingly, miR-122 exhibited the highest variability compared to other 36 abundant miRNAs in circulation; the next variable miRNA, miR-133a, demonstrated a 45- to 62-fold reference interval depending on normalization approaches. In contrast, alanine aminotransferase (ALT) activity levels in this population exhibited a 5-fold total variance, with 80% of this variance due to inter-donor sources. In conclusion, miR-122 demonstrated higher than expected variability in serum from healthy volunteers, which has implications for its potential utility as a prospective biomarker of liver damage or injury.

摘要

微 RNA(miR)-122 是一种有前途的探索性生物标志物,可用于检测临床前和临床研究中的肝损伤。血清或血浆中的升高与病毒性和自身免疫性肝炎、非酒精性脂肪性肝炎(NASH)、肝细胞癌和药物性肝损伤(DILI)有关。然而,这些关联主要基于疾病状态和对照组之间的人群差异。因此,对于健康人中循环 miR-122 的变异性及其随后的方差成分知之甚少,这对该生物标志物的临床实际应用具有重要意义。为了解决这个问题,我们着手对 40 名健康志愿者的 miR-122 进行方差成分分析。采用定量实时聚合酶链反应(qRT-PCR)检测人血清中的 miR-122 和其他循环 miRNA,使用两种不同的归一化方法确定 miR-122 的相对表达:使用自适应算法确定的一组几种内源性 miRNA 的平均表达(miRA-Norm)和外源性 miRNA 对照(秀丽隐杆线虫 miR-39)的表达。对 40 名健康志愿者进行的纵向研究结果显示,miR-122 的变异性很高,95%置信区间分别为 117 倍和 111 倍。血清中 miR-122 的这种高变异性部分归因于种族,与非白种人相比,白种人志愿者的 95%置信区间大约低三倍。方差分析显示,miR-122 的个体内和个体间变异性的贡献相等。令人惊讶的是,与循环中其他 36 种丰富的 miRNA 相比,miR-122 的变异性最高;下一个可变 miRNA,miR-133a,根据归一化方法,参考区间为 45-62 倍。相比之下,该人群中的丙氨酸氨基转移酶(ALT)活性水平总方差为 5 倍,其中 80%的方差归因于个体间来源。总之,miR-122 在健康志愿者的血清中表现出高于预期的变异性,这对其作为潜在的肝损伤或损伤前瞻性生物标志物的应用具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0996/6660082/6d7b39ed08a6/pone.0220406.g001.jpg

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