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Analysis of Static Molecular Gradients in a High-Throughput Drug Screening Microfluidic Assay

In this study, we thoroughly analyzed molecular gradient generation, its stability over time, and linearity in our high-throughput drug screening microfluidic assay (HTS). These parameters greatly affect the precision and accuracy of the device’s analytical protocol. As part of the research, we deve...

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Autores principales: Szafran, Roman G., Wiatrak, Benita
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8587427/
https://www.ncbi.nlm.nih.gov/pubmed/34770793
http://dx.doi.org/10.3390/molecules26216385
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author Szafran, Roman G.
Wiatrak, Benita
author_facet Szafran, Roman G.
Wiatrak, Benita
author_sort Szafran, Roman G.
collection PubMed
description In this study, we thoroughly analyzed molecular gradient generation, its stability over time, and linearity in our high-throughput drug screening microfluidic assay (HTS). These parameters greatly affect the precision and accuracy of the device’s analytical protocol. As part of the research, we developed a mathematical model of dependence of the concentration profile on the initial concentrations of active substances in reservoirs and the number of tilts, as well as the dependence of the active substance concentration profiles in the culture chambers on the concentration profile of the reference dye in the indicator chamber. The mean concentration prediction error of the proposed equations ranged from 1.4% to 2.4% for the optimized parameters of the procedure and did not increase with the incubation time. The concentration profile linearity index, Pearson’s correlation coefficient reached −0.997 for 25 device tilts. The observed time stability of the profiles was very good. The mean difference between the concentration profile after 5 days of incubation and the baseline profile was only 7.0%. The newly created mathematical relationships became part of the new HTS biochip operating protocols, which are detailed in the article.
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spelling pubmed-85874272021-11-13 Analysis of Static Molecular Gradients in a High-Throughput Drug Screening Microfluidic Assay Szafran, Roman G. Wiatrak, Benita Molecules Article In this study, we thoroughly analyzed molecular gradient generation, its stability over time, and linearity in our high-throughput drug screening microfluidic assay (HTS). These parameters greatly affect the precision and accuracy of the device’s analytical protocol. As part of the research, we developed a mathematical model of dependence of the concentration profile on the initial concentrations of active substances in reservoirs and the number of tilts, as well as the dependence of the active substance concentration profiles in the culture chambers on the concentration profile of the reference dye in the indicator chamber. The mean concentration prediction error of the proposed equations ranged from 1.4% to 2.4% for the optimized parameters of the procedure and did not increase with the incubation time. The concentration profile linearity index, Pearson’s correlation coefficient reached −0.997 for 25 device tilts. The observed time stability of the profiles was very good. The mean difference between the concentration profile after 5 days of incubation and the baseline profile was only 7.0%. The newly created mathematical relationships became part of the new HTS biochip operating protocols, which are detailed in the article. MDPI 2021-10-22 /pmc/articles/PMC8587427/ /pubmed/34770793 http://dx.doi.org/10.3390/molecules26216385 Text en © 2021 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
Szafran, Roman G.
Wiatrak, Benita
Analysis of Static Molecular Gradients in a High-Throughput Drug Screening Microfluidic Assay
title Analysis of Static Molecular Gradients in a High-Throughput Drug Screening Microfluidic Assay
title_full Analysis of Static Molecular Gradients in a High-Throughput Drug Screening Microfluidic Assay
title_fullStr Analysis of Static Molecular Gradients in a High-Throughput Drug Screening Microfluidic Assay
title_full_unstemmed Analysis of Static Molecular Gradients in a High-Throughput Drug Screening Microfluidic Assay
title_short Analysis of Static Molecular Gradients in a High-Throughput Drug Screening Microfluidic Assay
title_sort analysis of static molecular gradients in a high-throughput drug screening microfluidic assay
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8587427/
https://www.ncbi.nlm.nih.gov/pubmed/34770793
http://dx.doi.org/10.3390/molecules26216385
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