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Dried Blood Spots in Neonatal Studies: A Computational Analysis for the Role of the Hematocrit Effect

Dried blood spot (DBS) microsampling is extensively employed in newborn screening (NBS) and neonatal studies. However, the impact of variable neonatal hematocrit (Ht) values on the results can be a source of analytical error, and the use of fixed Ht for calibration (Ht(cal)) is not representative of...

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Autores principales: Daousani, Chrysa, Karalis, Vangelis, Loukas, Yannis L., Schulpis, Kleopatra H., Alexiou, Konstantinos, Dotsikas, Yannis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10459320/
https://www.ncbi.nlm.nih.gov/pubmed/37631041
http://dx.doi.org/10.3390/ph16081126
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author Daousani, Chrysa
Karalis, Vangelis
Loukas, Yannis L.
Schulpis, Kleopatra H.
Alexiou, Konstantinos
Dotsikas, Yannis
author_facet Daousani, Chrysa
Karalis, Vangelis
Loukas, Yannis L.
Schulpis, Kleopatra H.
Alexiou, Konstantinos
Dotsikas, Yannis
author_sort Daousani, Chrysa
collection PubMed
description Dried blood spot (DBS) microsampling is extensively employed in newborn screening (NBS) and neonatal studies. However, the impact of variable neonatal hematocrit (Ht) values on the results can be a source of analytical error, and the use of fixed Ht for calibration (Ht(cal)) is not representative of all neonatal subpopulations. A computational approach based on neonatal demographics was developed and implemented in R(®) language to propose a strategy using correction factors to address the Ht effect in neonatal DBS partial-spot assays. A rational “tolerance level” was proposed for the Ht effect contribution to the total analytical error and a safe Ht range for neonatal samples, where the correction of concentrations can be omitted. Furthermore, an “alert zone” for a false positive or negative result in NBS was proposed, where the Ht effect has to be considered. Results point toward the use of Ht(cal) values closely representative of populations under analysis and an acceptable level of percentage relative error can be attributed to the Ht effect, diminishing the probability of correction. Overall, the impact of the Ht effect on neonatal studies is important and future work may further investigate this parameter, correlated to other clinical variables potentially affecting results.
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spelling pubmed-104593202023-08-27 Dried Blood Spots in Neonatal Studies: A Computational Analysis for the Role of the Hematocrit Effect Daousani, Chrysa Karalis, Vangelis Loukas, Yannis L. Schulpis, Kleopatra H. Alexiou, Konstantinos Dotsikas, Yannis Pharmaceuticals (Basel) Article Dried blood spot (DBS) microsampling is extensively employed in newborn screening (NBS) and neonatal studies. However, the impact of variable neonatal hematocrit (Ht) values on the results can be a source of analytical error, and the use of fixed Ht for calibration (Ht(cal)) is not representative of all neonatal subpopulations. A computational approach based on neonatal demographics was developed and implemented in R(®) language to propose a strategy using correction factors to address the Ht effect in neonatal DBS partial-spot assays. A rational “tolerance level” was proposed for the Ht effect contribution to the total analytical error and a safe Ht range for neonatal samples, where the correction of concentrations can be omitted. Furthermore, an “alert zone” for a false positive or negative result in NBS was proposed, where the Ht effect has to be considered. Results point toward the use of Ht(cal) values closely representative of populations under analysis and an acceptable level of percentage relative error can be attributed to the Ht effect, diminishing the probability of correction. Overall, the impact of the Ht effect on neonatal studies is important and future work may further investigate this parameter, correlated to other clinical variables potentially affecting results. MDPI 2023-08-10 /pmc/articles/PMC10459320/ /pubmed/37631041 http://dx.doi.org/10.3390/ph16081126 Text en © 2023 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
Daousani, Chrysa
Karalis, Vangelis
Loukas, Yannis L.
Schulpis, Kleopatra H.
Alexiou, Konstantinos
Dotsikas, Yannis
Dried Blood Spots in Neonatal Studies: A Computational Analysis for the Role of the Hematocrit Effect
title Dried Blood Spots in Neonatal Studies: A Computational Analysis for the Role of the Hematocrit Effect
title_full Dried Blood Spots in Neonatal Studies: A Computational Analysis for the Role of the Hematocrit Effect
title_fullStr Dried Blood Spots in Neonatal Studies: A Computational Analysis for the Role of the Hematocrit Effect
title_full_unstemmed Dried Blood Spots in Neonatal Studies: A Computational Analysis for the Role of the Hematocrit Effect
title_short Dried Blood Spots in Neonatal Studies: A Computational Analysis for the Role of the Hematocrit Effect
title_sort dried blood spots in neonatal studies: a computational analysis for the role of the hematocrit effect
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10459320/
https://www.ncbi.nlm.nih.gov/pubmed/37631041
http://dx.doi.org/10.3390/ph16081126
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