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2021. An Ultra-Rapid Host Response Assay to Discriminate Between Bacterial and Viral Infections Using Quantitative Isothermal Gene Expression Analysis

BACKGROUND: Accurate diagnosis and treatment of bacterial infection is critical for improving patient outcomes. However, over-prescription of antibiotics has contributed to C. difficile-infections and to the emergence of antimicrobial resistance. As assessing bacterial infection by culture is slow a...

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Autores principales: Rawling, David, Nie, Wensheng, Remmel, Melissa, Eshoo, Mark, Romanowsky, Jonathan, Liesenfeld, Oliver, Sweeney, Timothy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6253042/
http://dx.doi.org/10.1093/ofid/ofy210.1677
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author Rawling, David
Nie, Wensheng
Remmel, Melissa
Eshoo, Mark
Romanowsky, Jonathan
Liesenfeld, Oliver
Sweeney, Timothy
author_facet Rawling, David
Nie, Wensheng
Remmel, Melissa
Eshoo, Mark
Romanowsky, Jonathan
Liesenfeld, Oliver
Sweeney, Timothy
author_sort Rawling, David
collection PubMed
description BACKGROUND: Accurate diagnosis and treatment of bacterial infection is critical for improving patient outcomes. However, over-prescription of antibiotics has contributed to C. difficile-infections and to the emergence of antimicrobial resistance. As assessing bacterial infection by culture is slow and molecular pathogen detection is limited in scope, an unmet need remains for a rapid test to differentiate between viral and bacterial infections. We have previously identified a set of 7 host response biomarkers demonstrating an AUROC of 0.91–0.93 for separating bacterial from viral infections across multiple independent cohorts. A clinical in-vitro diagnostic test (IVD) using these markers must be very fast to integrate with physician workflows. Loop-mediated isothermal amplification (LAMP) represents a rapid amplification solution with the potential to meet these needs. We describe an ultra-rapid LAMP assay designed to quantitate these markers for applications in point-of-care decision making. METHODS: LAMP primers for gene expression analysis of selected markers with a housekeeping control were designed for mRNA specificity by targeting FIP primers to splice junctions. Assay specificity, sensitivity and linear dynamic range were evaluated using serial dilution of control material. RNA extracted from preserved patient samples was evaluated by LAMP for concordance with NanoString(®) nCounter(®) data (nCounter). RESULTS: Iterative optimization of primer design resulted in RT-LAMP assays that selectively amplify target mRNA. Assays demonstrate a linear dynamic range spanning 6 orders of magnitude and a quantitative LOD of about 10(3) copies. Quantitation of relative expression levels showed good concordance with nCounter data in 10 healthy, 6 viral and 6 bacterial patient samples, with average threshold times of <15 minutes. CONCLUSION: Accurate discrimination of bacterial and viral infection can be achieved on a true point-of-care timescale using our LAMP strategy. This assay could be run on a standard thermal cycler, or any quantitative molecular instrument that allows to measure at least eight targets. An IVD test distinguishing between bacterial and viral infections could aid in antimicrobial treatment decisions and thereby minimize over-prescription of antibiotics. DISCLOSURES: D. Rawling, Inflammatix Inc.: Employee, Salary. W. Nie, Inflammatix Inc.: Employee, Salary. M. Remmel, Inflammatix Inc.: Employee, Salary. M. Eshoo, Inflammatix Inc.: Employee, Salary. J. Romanowsky, Inflammatix Inc.: Employee, Salary. O. Liesenfeld, Inflammatix Inc.: Employee, Salary. T. Sweeney, Inflammatix Inc.: Employee, Salary.
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spelling pubmed-62530422018-11-28 2021. An Ultra-Rapid Host Response Assay to Discriminate Between Bacterial and Viral Infections Using Quantitative Isothermal Gene Expression Analysis Rawling, David Nie, Wensheng Remmel, Melissa Eshoo, Mark Romanowsky, Jonathan Liesenfeld, Oliver Sweeney, Timothy Open Forum Infect Dis Abstracts BACKGROUND: Accurate diagnosis and treatment of bacterial infection is critical for improving patient outcomes. However, over-prescription of antibiotics has contributed to C. difficile-infections and to the emergence of antimicrobial resistance. As assessing bacterial infection by culture is slow and molecular pathogen detection is limited in scope, an unmet need remains for a rapid test to differentiate between viral and bacterial infections. We have previously identified a set of 7 host response biomarkers demonstrating an AUROC of 0.91–0.93 for separating bacterial from viral infections across multiple independent cohorts. A clinical in-vitro diagnostic test (IVD) using these markers must be very fast to integrate with physician workflows. Loop-mediated isothermal amplification (LAMP) represents a rapid amplification solution with the potential to meet these needs. We describe an ultra-rapid LAMP assay designed to quantitate these markers for applications in point-of-care decision making. METHODS: LAMP primers for gene expression analysis of selected markers with a housekeeping control were designed for mRNA specificity by targeting FIP primers to splice junctions. Assay specificity, sensitivity and linear dynamic range were evaluated using serial dilution of control material. RNA extracted from preserved patient samples was evaluated by LAMP for concordance with NanoString(®) nCounter(®) data (nCounter). RESULTS: Iterative optimization of primer design resulted in RT-LAMP assays that selectively amplify target mRNA. Assays demonstrate a linear dynamic range spanning 6 orders of magnitude and a quantitative LOD of about 10(3) copies. Quantitation of relative expression levels showed good concordance with nCounter data in 10 healthy, 6 viral and 6 bacterial patient samples, with average threshold times of <15 minutes. CONCLUSION: Accurate discrimination of bacterial and viral infection can be achieved on a true point-of-care timescale using our LAMP strategy. This assay could be run on a standard thermal cycler, or any quantitative molecular instrument that allows to measure at least eight targets. An IVD test distinguishing between bacterial and viral infections could aid in antimicrobial treatment decisions and thereby minimize over-prescription of antibiotics. DISCLOSURES: D. Rawling, Inflammatix Inc.: Employee, Salary. W. Nie, Inflammatix Inc.: Employee, Salary. M. Remmel, Inflammatix Inc.: Employee, Salary. M. Eshoo, Inflammatix Inc.: Employee, Salary. J. Romanowsky, Inflammatix Inc.: Employee, Salary. O. Liesenfeld, Inflammatix Inc.: Employee, Salary. T. Sweeney, Inflammatix Inc.: Employee, Salary. Oxford University Press 2018-11-26 /pmc/articles/PMC6253042/ http://dx.doi.org/10.1093/ofid/ofy210.1677 Text en © The Author(s) 2018. Published by Oxford University Press on behalf of Infectious Diseases Society of America. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Abstracts
Rawling, David
Nie, Wensheng
Remmel, Melissa
Eshoo, Mark
Romanowsky, Jonathan
Liesenfeld, Oliver
Sweeney, Timothy
2021. An Ultra-Rapid Host Response Assay to Discriminate Between Bacterial and Viral Infections Using Quantitative Isothermal Gene Expression Analysis
title 2021. An Ultra-Rapid Host Response Assay to Discriminate Between Bacterial and Viral Infections Using Quantitative Isothermal Gene Expression Analysis
title_full 2021. An Ultra-Rapid Host Response Assay to Discriminate Between Bacterial and Viral Infections Using Quantitative Isothermal Gene Expression Analysis
title_fullStr 2021. An Ultra-Rapid Host Response Assay to Discriminate Between Bacterial and Viral Infections Using Quantitative Isothermal Gene Expression Analysis
title_full_unstemmed 2021. An Ultra-Rapid Host Response Assay to Discriminate Between Bacterial and Viral Infections Using Quantitative Isothermal Gene Expression Analysis
title_short 2021. An Ultra-Rapid Host Response Assay to Discriminate Between Bacterial and Viral Infections Using Quantitative Isothermal Gene Expression Analysis
title_sort 2021. an ultra-rapid host response assay to discriminate between bacterial and viral infections using quantitative isothermal gene expression analysis
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6253042/
http://dx.doi.org/10.1093/ofid/ofy210.1677
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