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A MicroRNA Next-Generation-Sequencing Discovery Assay (miND) for Genome-Scale Analysis and Absolute Quantitation of Circulating MicroRNA Biomarkers
The plasma levels of tissue-specific microRNAs can be used as diagnostic, disease severity and prognostic biomarkers for chronic and acute diseases and drug-induced injury. Thereby, the combination of diverse microRNAs into biomarker signatures using multivariate statistics seems especially powerful...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8835905/ https://www.ncbi.nlm.nih.gov/pubmed/35163149 http://dx.doi.org/10.3390/ijms23031226 |
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author | Khamina, Kseniya Diendorfer, Andreas B. Skalicky, Susanna Weigl, Moritz Pultar, Marianne Krammer, Teresa L. Fournier, Catharine Aquino Schofield, Amy L. Otto, Carolin Smith, Aaron Thomas Buchtele, Nina Schoergenhofer, Christian Jilma, Bernd Frank, Bernhard J. H. Hofstaetter, Jochen G. Grillari, Regina Grillari, Johannes Ruprecht, Klemens Goldring, Christopher E. Rehrauer, Hubert Glaab, Warren E. Hackl, Matthias |
author_facet | Khamina, Kseniya Diendorfer, Andreas B. Skalicky, Susanna Weigl, Moritz Pultar, Marianne Krammer, Teresa L. Fournier, Catharine Aquino Schofield, Amy L. Otto, Carolin Smith, Aaron Thomas Buchtele, Nina Schoergenhofer, Christian Jilma, Bernd Frank, Bernhard J. H. Hofstaetter, Jochen G. Grillari, Regina Grillari, Johannes Ruprecht, Klemens Goldring, Christopher E. Rehrauer, Hubert Glaab, Warren E. Hackl, Matthias |
author_sort | Khamina, Kseniya |
collection | PubMed |
description | The plasma levels of tissue-specific microRNAs can be used as diagnostic, disease severity and prognostic biomarkers for chronic and acute diseases and drug-induced injury. Thereby, the combination of diverse microRNAs into biomarker signatures using multivariate statistics seems especially powerful from the perspective of tissue and condition specific microRNA shedding into the plasma. Although next-generation sequencing (NGS) technology enables one to analyse circulating microRNAs on a genome-scale level, it suffers from potential biases (e.g., adapter ligation bias) and lacks absolute transcript quantitation as well as tailor-made quality controls. In order to develop a robust NGS discovery assay for genome-scale quantitation of circulating microRNAs, we first evaluated the sensitivity, repeatability and ligation bias of four commercially available small RNA library preparation protocols. The protocol from RealSeq Biosciences was selected based on its performance and usability and coupled with a novel panel of exogenous small RNA spike-in controls to enable quality control and absolute quantitation, thus ensuring comparability of data across independent NGS experiments. The established microRNA Next-Generation-Sequencing Discovery Assay (miND) was validated for its relative accuracy, precision, analytical measurement range and sequencing bias and was considered fit-for-purpose for microRNA biomarker discovery. Summarized, all these criteria were met, and thus, our analytical platform is considered fit-for-purpose for microRNA biomarker discovery from biofluids in the setting of any diagnostic, prognostic or patient stratification need. The established miND assay was tested on serum, cerebrospinal fluid (CSF), synovial fluid (SF) and extracellular vesicles (EV) extracted from cell culture medium of primary cells and proved its potential to be used across different sample types. |
format | Online Article Text |
id | pubmed-8835905 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88359052022-02-12 A MicroRNA Next-Generation-Sequencing Discovery Assay (miND) for Genome-Scale Analysis and Absolute Quantitation of Circulating MicroRNA Biomarkers Khamina, Kseniya Diendorfer, Andreas B. Skalicky, Susanna Weigl, Moritz Pultar, Marianne Krammer, Teresa L. Fournier, Catharine Aquino Schofield, Amy L. Otto, Carolin Smith, Aaron Thomas Buchtele, Nina Schoergenhofer, Christian Jilma, Bernd Frank, Bernhard J. H. Hofstaetter, Jochen G. Grillari, Regina Grillari, Johannes Ruprecht, Klemens Goldring, Christopher E. Rehrauer, Hubert Glaab, Warren E. Hackl, Matthias Int J Mol Sci Article The plasma levels of tissue-specific microRNAs can be used as diagnostic, disease severity and prognostic biomarkers for chronic and acute diseases and drug-induced injury. Thereby, the combination of diverse microRNAs into biomarker signatures using multivariate statistics seems especially powerful from the perspective of tissue and condition specific microRNA shedding into the plasma. Although next-generation sequencing (NGS) technology enables one to analyse circulating microRNAs on a genome-scale level, it suffers from potential biases (e.g., adapter ligation bias) and lacks absolute transcript quantitation as well as tailor-made quality controls. In order to develop a robust NGS discovery assay for genome-scale quantitation of circulating microRNAs, we first evaluated the sensitivity, repeatability and ligation bias of four commercially available small RNA library preparation protocols. The protocol from RealSeq Biosciences was selected based on its performance and usability and coupled with a novel panel of exogenous small RNA spike-in controls to enable quality control and absolute quantitation, thus ensuring comparability of data across independent NGS experiments. The established microRNA Next-Generation-Sequencing Discovery Assay (miND) was validated for its relative accuracy, precision, analytical measurement range and sequencing bias and was considered fit-for-purpose for microRNA biomarker discovery. Summarized, all these criteria were met, and thus, our analytical platform is considered fit-for-purpose for microRNA biomarker discovery from biofluids in the setting of any diagnostic, prognostic or patient stratification need. The established miND assay was tested on serum, cerebrospinal fluid (CSF), synovial fluid (SF) and extracellular vesicles (EV) extracted from cell culture medium of primary cells and proved its potential to be used across different sample types. MDPI 2022-01-22 /pmc/articles/PMC8835905/ /pubmed/35163149 http://dx.doi.org/10.3390/ijms23031226 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Khamina, Kseniya Diendorfer, Andreas B. Skalicky, Susanna Weigl, Moritz Pultar, Marianne Krammer, Teresa L. Fournier, Catharine Aquino Schofield, Amy L. Otto, Carolin Smith, Aaron Thomas Buchtele, Nina Schoergenhofer, Christian Jilma, Bernd Frank, Bernhard J. H. Hofstaetter, Jochen G. Grillari, Regina Grillari, Johannes Ruprecht, Klemens Goldring, Christopher E. Rehrauer, Hubert Glaab, Warren E. Hackl, Matthias A MicroRNA Next-Generation-Sequencing Discovery Assay (miND) for Genome-Scale Analysis and Absolute Quantitation of Circulating MicroRNA Biomarkers |
title | A MicroRNA Next-Generation-Sequencing Discovery Assay (miND) for Genome-Scale Analysis and Absolute Quantitation of Circulating MicroRNA Biomarkers |
title_full | A MicroRNA Next-Generation-Sequencing Discovery Assay (miND) for Genome-Scale Analysis and Absolute Quantitation of Circulating MicroRNA Biomarkers |
title_fullStr | A MicroRNA Next-Generation-Sequencing Discovery Assay (miND) for Genome-Scale Analysis and Absolute Quantitation of Circulating MicroRNA Biomarkers |
title_full_unstemmed | A MicroRNA Next-Generation-Sequencing Discovery Assay (miND) for Genome-Scale Analysis and Absolute Quantitation of Circulating MicroRNA Biomarkers |
title_short | A MicroRNA Next-Generation-Sequencing Discovery Assay (miND) for Genome-Scale Analysis and Absolute Quantitation of Circulating MicroRNA Biomarkers |
title_sort | microrna next-generation-sequencing discovery assay (mind) for genome-scale analysis and absolute quantitation of circulating microrna biomarkers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8835905/ https://www.ncbi.nlm.nih.gov/pubmed/35163149 http://dx.doi.org/10.3390/ijms23031226 |
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