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使用不同聚类方法分析公牛精液中的运动精子亚群-与流式细胞术精子特征和生育力的关系。

Motile sperm subpopulations in bull semen using different clustering approaches - Associations with flow cytometric sperm characteristics and fertility.

机构信息

Clinic of Reproductive Medicine, Vetsuisse Faculty, University of Zurich, Winterthurerstrasse 260, 8057, Zurich, Switzerland; Besamungsverein Neustadt a. d. Aisch e.V., Karl-Eibl-Strasse 23, 91413, Neustadt an der Aisch, Germany.

Clinic of Reproductive Medicine, Vetsuisse Faculty, University of Zurich, Winterthurerstrasse 260, 8057, Zurich, Switzerland.

出版信息

Anim Reprod Sci. 2020 Apr;215:106329. doi: 10.1016/j.anireprosci.2020.106329. Epub 2020 Feb 21.

DOI:10.1016/j.anireprosci.2020.106329
PMID:32216932
Abstract

There are sperm subpopulations (SPs) with different kinematic characteristics in various species, however, biological relevance of these SPs is still uncertain. The objective of the present study was to investigate associations of motile sperm SPs with sperm characteristics determined by evaluations with flow cytometry and assessment of bull fertility, using multiple approaches for sperm clustering. Semen from 24 bulls was evaluated concomitantly using computer-assisted sperm analysis (CASA) and flow cytometry before freezing and after thawing. Motile SPs were determined utilizing two acknowledged clustering methods (TwoStep and K-Means) and one customized method. With the customized method, there was utilization of mean values of sperm velocity and linearity as thresholds for direct assignment of motile spermatozoa into four SPs. Regardless of approach for identifying SPs, sperm quality, as determined using flow cytometry, was correlated particularly with the subpopulation (SP) of fast and linear spermatozoa immediately after thawing and with the SP of fast and nonlinear spermatozoa before freezing and 3 h after thawing. Furthermore, there was a positive correlation between proportion of spermatozoa with fast and nonlinear movements before freezing and bull non-return to estrous rates. These results indicate that with different sperm SPs, there are different biological implications which can be evaluated to gain useful information concerning semen quality as determined using flow cytometry and fertility. Furthermore, determining SPs by assigning motile spermatozoa into clusters based on a combination of "below and "above" threshold values for sperm velocity and linearity might be considered a practical alternative to otherwise intricate clustering procedures.

摘要

在不同物种中存在具有不同运动学特征的精子亚群(SP),然而,这些 SP 的生物学相关性尚不确定。本研究的目的是使用多种精子聚类方法,研究通过流式细胞术评估和公牛生育力评估确定的运动精子 SP 与精子特征之间的关联。在冷冻前和冷冻后,使用计算机辅助精子分析(CASA)和流式细胞术同时评估 24 头公牛的精液。使用两种公认的聚类方法(TwoStep 和 K-Means)和一种定制方法确定运动 SP。使用定制方法时,利用精子速度和直线性的平均值作为阈值,将运动精子直接分配到四个 SP 中。无论使用哪种方法识别 SP,使用流式细胞术确定的精子质量与解冻后立即的快速和直线精子亚群以及冷冻前和解冻后 3 小时的快速和非线性精子亚群特别相关。此外,冷冻前快速和非线性运动的精子比例与公牛不发情返情率之间存在正相关。这些结果表明,不同的精子 SP 具有不同的生物学意义,可以评估使用流式细胞术和生育力确定的精液质量的有用信息。此外,基于精子速度和直线性的“低于”和“高于”阈值将运动精子分配到簇中可能是一种实用的替代方法,而不是复杂的聚类过程。

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