A lineal equation for the classification of progressive and hyperactive spermatozoa

Capacitation of spermatozoa, a complex sequence of events that render them able to fertilize the egg, is generally associated with a switch from lineal, progressive movement to a vigorous, non-progressive pattern characterized by starlike tracks, a process known as hyperactivation. Development of a method for the analysis of progressive and hyperactive tracks is thus important for the assessment of capacitation in biochemical, physiological and clinical studies. In this study, we have applied a two-step heuristic model to deduce a lineal equation that discriminates hyperactive from progressive spermatozoa. The kinetic parameters (curvilinear velocity (VCL), linearity (LIN), amplitude of lateral head displacement (ALH), straightness (STR), wobble (WOB), mean `danceʹ (DAN) and velocity of the average path (VAP)) of ram spermatozoa were evaluated with a computerized motility analyzer, and classified one by one as progressive or hyperactive by the appearance of their tracks. In a first step, a discriminating plane was defined by minimizing the number of misclassified spermatozoa (`conflicting pointsʹ); then, the plane was adjusted by an iterative process to minimize the distance from conflicting points to it. The resulting plane showed a discriminating capacity of over 95% for both classes, higher than that achieved by setting a threshold value for the parameters taken separately or in group. When included in a standard semen analysis, application of the equation allowed a rapid assessment of the percentage of hyperactive spermatozoa. The method described, developed in ram spermatozoa, can be applied to different species for a variety of purposes.