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Research article2017Peer reviewedOpen access

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

Ortiz, Isabel; Dorado, Jesus; Morrell, Jane; Gosalvez, Jaime; Crespo, Francisco; Jimenez, Juan M.; Hidalgo, Manuel

Abstract

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.

Keywords

Colloid centrifugation; Dynamics; Fine-tuning; Mathematical models; Sperm DNA fragmentation

Published in

Journal of Animal Science and Biotechnology
2017, Volume: 8, article number: 23

    UKÄ Subject classification

    Clinical Science

    Publication identifier

    DOI: https://doi.org/10.1186/s40104-017-0155-7

    Permanent link to this page (URI)

    https://res.slu.se/id/publ/80513