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Optimized RT-qPCR and a novel normalization method for validating circulating miRNA biomarkers in ageing-related diseases

Circulating miRNAs have potential as minimally invasive biomarkers for diagnosing various diseases, including ageing-related disorders such as Alzheimer’s disease (AD). However, the lack of standardization in the common analysis method, RT-qPCR, and specifically in the normalization step, has result...

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Autores principales: Want, Andrew, Staniak, Karolina, Grabowska-Pyrzewicz, Wioleta, Fesiuk, Aleksandra, Barczak, Anna, Gabryelewicz, Tomasz, Kulczyńska-Przybik, Agnieszka, Mroczko, Barbara, Wojda, Urszula
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10682428/
https://www.ncbi.nlm.nih.gov/pubmed/38012217
http://dx.doi.org/10.1038/s41598-023-47971-3
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author Want, Andrew
Staniak, Karolina
Grabowska-Pyrzewicz, Wioleta
Fesiuk, Aleksandra
Barczak, Anna
Gabryelewicz, Tomasz
Kulczyńska-Przybik, Agnieszka
Mroczko, Barbara
Wojda, Urszula
author_facet Want, Andrew
Staniak, Karolina
Grabowska-Pyrzewicz, Wioleta
Fesiuk, Aleksandra
Barczak, Anna
Gabryelewicz, Tomasz
Kulczyńska-Przybik, Agnieszka
Mroczko, Barbara
Wojda, Urszula
author_sort Want, Andrew
collection PubMed
description Circulating miRNAs have potential as minimally invasive biomarkers for diagnosing various diseases, including ageing-related disorders such as Alzheimer’s disease (AD). However, the lack of standardization in the common analysis method, RT-qPCR, and specifically in the normalization step, has resulted in inconsistent data across studies, hindering miRNA clinical implementation as well as basic research. To address this issue, this study proposes an optimized protocol for key steps in miRNA profiling, which incorporates absorbance-based haemolysis detection for assessing sample quality, double spike-in controls for miRNA isolation and reverse transcription, and the use of 7 stable normalizers verified in an aging population, including healthy subjects and individuals at different stages of Alzheimer's disease (140 subjects). The stability of these 7 normalizers was demonstrated using our novel method called BestmiRNorm for identifying optimal normalizers. BestmiRNorm, developed utilizing the Python programming language, enables the assessment of up to 11 potential normalizers. The standardized application of this optimized RT-qPCR protocol and the recommended normalizers are crucial for the development of miRNAs as biomarkers for AD and other ageing-related diseases in clinical diagnostics and basic research.
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spelling pubmed-106824282023-11-30 Optimized RT-qPCR and a novel normalization method for validating circulating miRNA biomarkers in ageing-related diseases Want, Andrew Staniak, Karolina Grabowska-Pyrzewicz, Wioleta Fesiuk, Aleksandra Barczak, Anna Gabryelewicz, Tomasz Kulczyńska-Przybik, Agnieszka Mroczko, Barbara Wojda, Urszula Sci Rep Article Circulating miRNAs have potential as minimally invasive biomarkers for diagnosing various diseases, including ageing-related disorders such as Alzheimer’s disease (AD). However, the lack of standardization in the common analysis method, RT-qPCR, and specifically in the normalization step, has resulted in inconsistent data across studies, hindering miRNA clinical implementation as well as basic research. To address this issue, this study proposes an optimized protocol for key steps in miRNA profiling, which incorporates absorbance-based haemolysis detection for assessing sample quality, double spike-in controls for miRNA isolation and reverse transcription, and the use of 7 stable normalizers verified in an aging population, including healthy subjects and individuals at different stages of Alzheimer's disease (140 subjects). The stability of these 7 normalizers was demonstrated using our novel method called BestmiRNorm for identifying optimal normalizers. BestmiRNorm, developed utilizing the Python programming language, enables the assessment of up to 11 potential normalizers. The standardized application of this optimized RT-qPCR protocol and the recommended normalizers are crucial for the development of miRNAs as biomarkers for AD and other ageing-related diseases in clinical diagnostics and basic research. Nature Publishing Group UK 2023-11-27 /pmc/articles/PMC10682428/ /pubmed/38012217 http://dx.doi.org/10.1038/s41598-023-47971-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Want, Andrew
Staniak, Karolina
Grabowska-Pyrzewicz, Wioleta
Fesiuk, Aleksandra
Barczak, Anna
Gabryelewicz, Tomasz
Kulczyńska-Przybik, Agnieszka
Mroczko, Barbara
Wojda, Urszula
Optimized RT-qPCR and a novel normalization method for validating circulating miRNA biomarkers in ageing-related diseases
title Optimized RT-qPCR and a novel normalization method for validating circulating miRNA biomarkers in ageing-related diseases
title_full Optimized RT-qPCR and a novel normalization method for validating circulating miRNA biomarkers in ageing-related diseases
title_fullStr Optimized RT-qPCR and a novel normalization method for validating circulating miRNA biomarkers in ageing-related diseases
title_full_unstemmed Optimized RT-qPCR and a novel normalization method for validating circulating miRNA biomarkers in ageing-related diseases
title_short Optimized RT-qPCR and a novel normalization method for validating circulating miRNA biomarkers in ageing-related diseases
title_sort optimized rt-qpcr and a novel normalization method for validating circulating mirna biomarkers in ageing-related diseases
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10682428/
https://www.ncbi.nlm.nih.gov/pubmed/38012217
http://dx.doi.org/10.1038/s41598-023-47971-3
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