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

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 inju...

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Autores principales: Vogt, Jennifer, Sheinson, Daniel, Katavolos, Paula, Irimagawa, Hiroko, Tseng, Min, Alatsis, Kathila R., Proctor, William R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6660082/
https://www.ncbi.nlm.nih.gov/pubmed/31348817
http://dx.doi.org/10.1371/journal.pone.0220406
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author Vogt, Jennifer
Sheinson, Daniel
Katavolos, Paula
Irimagawa, Hiroko
Tseng, Min
Alatsis, Kathila R.
Proctor, William R.
author_facet Vogt, Jennifer
Sheinson, Daniel
Katavolos, Paula
Irimagawa, Hiroko
Tseng, Min
Alatsis, Kathila R.
Proctor, William R.
author_sort Vogt, Jennifer
collection PubMed
description 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.
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spelling pubmed-66600822019-08-07 Variance component analysis of circulating miR-122 in serum from healthy human volunteers Vogt, Jennifer Sheinson, Daniel Katavolos, Paula Irimagawa, Hiroko Tseng, Min Alatsis, Kathila R. Proctor, William R. PLoS One Research Article 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. Public Library of Science 2019-07-26 /pmc/articles/PMC6660082/ /pubmed/31348817 http://dx.doi.org/10.1371/journal.pone.0220406 Text en © 2019 Vogt et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Vogt, Jennifer
Sheinson, Daniel
Katavolos, Paula
Irimagawa, Hiroko
Tseng, Min
Alatsis, Kathila R.
Proctor, William R.
Variance component analysis of circulating miR-122 in serum from healthy human volunteers
title Variance component analysis of circulating miR-122 in serum from healthy human volunteers
title_full Variance component analysis of circulating miR-122 in serum from healthy human volunteers
title_fullStr Variance component analysis of circulating miR-122 in serum from healthy human volunteers
title_full_unstemmed Variance component analysis of circulating miR-122 in serum from healthy human volunteers
title_short Variance component analysis of circulating miR-122 in serum from healthy human volunteers
title_sort variance component analysis of circulating mir-122 in serum from healthy human volunteers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6660082/
https://www.ncbi.nlm.nih.gov/pubmed/31348817
http://dx.doi.org/10.1371/journal.pone.0220406
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