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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8587427 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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