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New approach to assess sperm DNA fragmentation dynamics: Fine-tuning mathematical models

BACKGROUND: Sperm DNA fragmentation (sDF) has been proved to be an important parameter in order to predict in vitro the potential fertility of a semen sample. Colloid centrifugation could be a suitable technique to select those donkey sperm more resistant to DNA fragmentation after thawing. Previous...

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Autores principales: Ortiz, Isabel, Dorado, Jesús, Morrell, Jane, Gosálvez, Jaime, Crespo, Francisco, Jiménez, Juan M., Hidalgo, Manuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5341447/
https://www.ncbi.nlm.nih.gov/pubmed/28286648
http://dx.doi.org/10.1186/s40104-017-0155-7
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author Ortiz, Isabel
Dorado, Jesús
Morrell, Jane
Gosálvez, Jaime
Crespo, Francisco
Jiménez, Juan M.
Hidalgo, Manuel
author_facet Ortiz, Isabel
Dorado, Jesús
Morrell, Jane
Gosálvez, Jaime
Crespo, Francisco
Jiménez, Juan M.
Hidalgo, Manuel
author_sort Ortiz, Isabel
collection PubMed
description BACKGROUND: Sperm DNA fragmentation (sDF) has been proved to be an important parameter in order to predict in vitro the potential fertility of a semen sample. Colloid centrifugation could be a suitable technique to select those donkey sperm more resistant to DNA fragmentation after thawing. Previous studies have shown that to elucidate the latent damage of the DNA molecule, sDF should be assessed dynamically, where the rate of fragmentation between treatments indicates how resistant the DNA is to iatrogenic damage. The rate of fragmentation is calculated using the slope of a linear regression equation. However, it has not been studied if sDF dynamics fit this model. The objectives of this study were to evaluate the effect of different after-thawing centrifugation protocols on sperm DNA fragmentation and elucidate the most accurate mathematical model (linear regression, exponential or polynomial) for DNA fragmentation over time in frozen-thawed donkey semen. RESULTS: After submitting post-thaw semen samples to no centrifugation (UDC), sperm washing (SW) or single layer centrifugation (SLC) protocols, sDF values after 6 h of incubation were significantly lower in SLC samples than in SW or UDC. Coefficient of determination (R(2)) values were significantly higher for a second order polynomial model than for linear or exponential. The highest values for acceleration of fragmentation (aSDF) were obtained for SW, followed by SLC and UDC. CONCLUSION: SLC after thawing seems to preserve longer DNA longevity in comparison to UDC and SW. Moreover, the fine-tuning of models has shown that sDF dynamics in frozen-thawed donkey semen fit a second order polynomial model, which implies that fragmentation rate is not constant and fragmentation acceleration must be taken into account to elucidate hidden damage in the DNA molecule.
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spelling pubmed-53414472017-03-10 New approach to assess sperm DNA fragmentation dynamics: Fine-tuning mathematical models Ortiz, Isabel Dorado, Jesús Morrell, Jane Gosálvez, Jaime Crespo, Francisco Jiménez, Juan M. Hidalgo, Manuel J Anim Sci Biotechnol Research BACKGROUND: Sperm DNA fragmentation (sDF) has been proved to be an important parameter in order to predict in vitro the potential fertility of a semen sample. Colloid centrifugation could be a suitable technique to select those donkey sperm more resistant to DNA fragmentation after thawing. Previous studies have shown that to elucidate the latent damage of the DNA molecule, sDF should be assessed dynamically, where the rate of fragmentation between treatments indicates how resistant the DNA is to iatrogenic damage. The rate of fragmentation is calculated using the slope of a linear regression equation. However, it has not been studied if sDF dynamics fit this model. The objectives of this study were to evaluate the effect of different after-thawing centrifugation protocols on sperm DNA fragmentation and elucidate the most accurate mathematical model (linear regression, exponential or polynomial) for DNA fragmentation over time in frozen-thawed donkey semen. RESULTS: After submitting post-thaw semen samples to no centrifugation (UDC), sperm washing (SW) or single layer centrifugation (SLC) protocols, sDF values after 6 h of incubation were significantly lower in SLC samples than in SW or UDC. Coefficient of determination (R(2)) values were significantly higher for a second order polynomial model than for linear or exponential. The highest values for acceleration of fragmentation (aSDF) were obtained for SW, followed by SLC and UDC. CONCLUSION: SLC after thawing seems to preserve longer DNA longevity in comparison to UDC and SW. Moreover, the fine-tuning of models has shown that sDF dynamics in frozen-thawed donkey semen fit a second order polynomial model, which implies that fragmentation rate is not constant and fragmentation acceleration must be taken into account to elucidate hidden damage in the DNA molecule. BioMed Central 2017-03-07 /pmc/articles/PMC5341447/ /pubmed/28286648 http://dx.doi.org/10.1186/s40104-017-0155-7 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Ortiz, Isabel
Dorado, Jesús
Morrell, Jane
Gosálvez, Jaime
Crespo, Francisco
Jiménez, Juan M.
Hidalgo, Manuel
New approach to assess sperm DNA fragmentation dynamics: Fine-tuning mathematical models
title New approach to assess sperm DNA fragmentation dynamics: Fine-tuning mathematical models
title_full New approach to assess sperm DNA fragmentation dynamics: Fine-tuning mathematical models
title_fullStr New approach to assess sperm DNA fragmentation dynamics: Fine-tuning mathematical models
title_full_unstemmed New approach to assess sperm DNA fragmentation dynamics: Fine-tuning mathematical models
title_short New approach to assess sperm DNA fragmentation dynamics: Fine-tuning mathematical models
title_sort new approach to assess sperm dna fragmentation dynamics: fine-tuning mathematical models
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5341447/
https://www.ncbi.nlm.nih.gov/pubmed/28286648
http://dx.doi.org/10.1186/s40104-017-0155-7
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