Cargando…
Logistic Regression Analysis Factors Affecting Sperm Motility and Abnormal Sperm Morphology in Boars
SIMPLE SUMMARY: Reduced sperm motility and morphological abnormalities have significant negative impacts on conception rates in sows and are important indexes of semen. The identification of factors that influence sperm motility and morphology will improve boar fertility in commercial herds. On the...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6941152/ https://www.ncbi.nlm.nih.gov/pubmed/31756982 http://dx.doi.org/10.3390/ani9121004 |
_version_ | 1783484494368473088 |
---|---|
author | Wu, Yinghui Wang, Chao Tan, Jiajian Wei, Hong-kui Sun, Haiqing Peng, Jian |
author_facet | Wu, Yinghui Wang, Chao Tan, Jiajian Wei, Hong-kui Sun, Haiqing Peng, Jian |
author_sort | Wu, Yinghui |
collection | PubMed |
description | SIMPLE SUMMARY: Reduced sperm motility and morphological abnormalities have significant negative impacts on conception rates in sows and are important indexes of semen. The identification of factors that influence sperm motility and morphology will improve boar fertility in commercial herds. On the basis of analysis of 5042 ejaculates from 385 boars using a logistic regression model, we found that serum Cu excess, serum Fe deficiency, and Pb presence in seminal plasma were risk factors for poor semen quality in boars. More importantly, the presence of seminal plasma Pb had more serious effect on the probability of abnormal sperm morphology than serum Cu excess and serum Fe deficiency. In addition, Yorkshire and Landrace boars had higher sperm motility and lower abnormal sperm morphology than Duroc boars. The difference in serum and seminal plasma elements among boars with different semen qualities may become a guide for regulating these elements used in boar diet. The highly predictive values of serum Cu, Fe, and seminal plasma Pb could be used in the future as an additional tool in semen quality evaluation. ABSTRACT: Logistic regression models, including variables of boar breed, age, serum, and seminal plasma elements, were used to identify the influencing factors of sperm motility and morphology in this study. Sperm motility degree was classified as grade 0: ≤85% and grade 1: >85%. Abnormal sperm morphology was classified as grade 0: ≤10%, grade 1: 10–20%, and grade 2: >20%. Element concentration of 385 boars was detected by inductively coupled plasma mass spectrometry. Results showed that boars with serum Cu ≥ 2.5 mg/L had lower sperm motility (odds ratio (OR): 0.496; 95% confidence interval (CI): 0.285–0.864) and higher abnormal sperm morphology (OR: 2.003; 95% CI: 1.189–3.376) than those with serum Cu ≤ 2.0 mg/L. Boars with serum Fe ≥ 1.5 mg/L had lower abnormal sperm morphology than those with serum Fe ≤ 1.0 mg/L (OR: 0.463; 95% CI: 0.255–0.842). The presence of Pb in seminal plasma increased abnormal sperm morphology. The probability of abnormal sperm morphology >20% from boars with seminal plasma Pb increased with a range of 5.78–15.30% than that from boars without seminal plasma Pb among three breeds. In conclusion, serum Cu excess, serum Fe deficiency, and seminal plasma Pb are risk factors for poor semen quality in boars. |
format | Online Article Text |
id | pubmed-6941152 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-69411522020-01-09 Logistic Regression Analysis Factors Affecting Sperm Motility and Abnormal Sperm Morphology in Boars Wu, Yinghui Wang, Chao Tan, Jiajian Wei, Hong-kui Sun, Haiqing Peng, Jian Animals (Basel) Article SIMPLE SUMMARY: Reduced sperm motility and morphological abnormalities have significant negative impacts on conception rates in sows and are important indexes of semen. The identification of factors that influence sperm motility and morphology will improve boar fertility in commercial herds. On the basis of analysis of 5042 ejaculates from 385 boars using a logistic regression model, we found that serum Cu excess, serum Fe deficiency, and Pb presence in seminal plasma were risk factors for poor semen quality in boars. More importantly, the presence of seminal plasma Pb had more serious effect on the probability of abnormal sperm morphology than serum Cu excess and serum Fe deficiency. In addition, Yorkshire and Landrace boars had higher sperm motility and lower abnormal sperm morphology than Duroc boars. The difference in serum and seminal plasma elements among boars with different semen qualities may become a guide for regulating these elements used in boar diet. The highly predictive values of serum Cu, Fe, and seminal plasma Pb could be used in the future as an additional tool in semen quality evaluation. ABSTRACT: Logistic regression models, including variables of boar breed, age, serum, and seminal plasma elements, were used to identify the influencing factors of sperm motility and morphology in this study. Sperm motility degree was classified as grade 0: ≤85% and grade 1: >85%. Abnormal sperm morphology was classified as grade 0: ≤10%, grade 1: 10–20%, and grade 2: >20%. Element concentration of 385 boars was detected by inductively coupled plasma mass spectrometry. Results showed that boars with serum Cu ≥ 2.5 mg/L had lower sperm motility (odds ratio (OR): 0.496; 95% confidence interval (CI): 0.285–0.864) and higher abnormal sperm morphology (OR: 2.003; 95% CI: 1.189–3.376) than those with serum Cu ≤ 2.0 mg/L. Boars with serum Fe ≥ 1.5 mg/L had lower abnormal sperm morphology than those with serum Fe ≤ 1.0 mg/L (OR: 0.463; 95% CI: 0.255–0.842). The presence of Pb in seminal plasma increased abnormal sperm morphology. The probability of abnormal sperm morphology >20% from boars with seminal plasma Pb increased with a range of 5.78–15.30% than that from boars without seminal plasma Pb among three breeds. In conclusion, serum Cu excess, serum Fe deficiency, and seminal plasma Pb are risk factors for poor semen quality in boars. MDPI 2019-11-20 /pmc/articles/PMC6941152/ /pubmed/31756982 http://dx.doi.org/10.3390/ani9121004 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wu, Yinghui Wang, Chao Tan, Jiajian Wei, Hong-kui Sun, Haiqing Peng, Jian Logistic Regression Analysis Factors Affecting Sperm Motility and Abnormal Sperm Morphology in Boars |
title | Logistic Regression Analysis Factors Affecting Sperm Motility and Abnormal Sperm Morphology in Boars |
title_full | Logistic Regression Analysis Factors Affecting Sperm Motility and Abnormal Sperm Morphology in Boars |
title_fullStr | Logistic Regression Analysis Factors Affecting Sperm Motility and Abnormal Sperm Morphology in Boars |
title_full_unstemmed | Logistic Regression Analysis Factors Affecting Sperm Motility and Abnormal Sperm Morphology in Boars |
title_short | Logistic Regression Analysis Factors Affecting Sperm Motility and Abnormal Sperm Morphology in Boars |
title_sort | logistic regression analysis factors affecting sperm motility and abnormal sperm morphology in boars |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6941152/ https://www.ncbi.nlm.nih.gov/pubmed/31756982 http://dx.doi.org/10.3390/ani9121004 |
work_keys_str_mv | AT wuyinghui logisticregressionanalysisfactorsaffectingspermmotilityandabnormalspermmorphologyinboars AT wangchao logisticregressionanalysisfactorsaffectingspermmotilityandabnormalspermmorphologyinboars AT tanjiajian logisticregressionanalysisfactorsaffectingspermmotilityandabnormalspermmorphologyinboars AT weihongkui logisticregressionanalysisfactorsaffectingspermmotilityandabnormalspermmorphologyinboars AT sunhaiqing logisticregressionanalysisfactorsaffectingspermmotilityandabnormalspermmorphologyinboars AT pengjian logisticregressionanalysisfactorsaffectingspermmotilityandabnormalspermmorphologyinboars |