Vigorous sperm motility, including the transition from progressive to hyperactivated motility that occurs in the female reproductive tract, is required for normal fertilization in mammals. We developed an automated, quantitative method that objectively classifies five distinct motility patterns of mouse sperm using Support Vector Machines (SVM), a common method in supervised machine learning. This multiclass SVM model is based on more than 2000 sperm tracks that were captured by computer-assisted sperm analysis (CASA) during in vitro capacitation and visually classified as progressive, intermediate, hyperactivated, slow, or weakly motile. Parameters associated with the classified tracks were incorporated into established SVM algorithms to generate a series of equations. These equations were integrated into a binary decision tree that sequentially sorts uncharacterized tracks into distinct categories. The first equation sorts CASA tracks into vigorous and nonvigorous categories. Additional equations classify vigorous tracks as progressive, intermediate, or hyperactivated and nonvigorous tracks as slow or weakly motile. Our CASAnova software uses these SVM equations to classify individual sperm motility patterns automatically. Comparisons of motility profiles from sperm incubated with and without bicarbonate confirmed the ability of the model to distinguish hyperactivated patterns of motility that develop during in vitro capacitation. The model accurately classifies motility profiles of sperm from a mutant mouse model with severe motility defects. Application of the model to sperm from multiple inbred strains reveals strain-dependent differences in sperm motility profiles. CASAnova provides a rapid and reproducible platform for quantitative comparisons of motility in large, heterogeneous populations of mouse sperm.

Sulfated glycoprotein 1 (SGP-1) is one of the abundant proteins secreted by rat Sertoli cells. Pulse-chase labeling shows that SGP-1 is synthesized as a cotranslationally glycosylated 67-kilodalton (kDa) precursor which is posttranslationally modified to a 70-kDa form before secretion to the extracellular space. A plasmid cDNA library was constructed from immunopurified mRNA, and two overlapping clones coding for the entire protein coding sequence were isolated. The cDNAs represent 27 nucleotides of 5' noncoding sequence, 1554 nucleotides of coding sequence, and 594 nucleotides of 3' noncoding sequence. The derived SGP-1 sequence contains 554 amino acids and has a molecular weight of 61,123. Four potential N-glycosylation sites occur within the sequence. An internal region of SGP-1 shows 78% sequence identity with the 67 N-terminal amino acids described for human sulfatide/GM1 activator (SAP-1). Sequence comparisons suggest that SGP-1 is the precursor to sulfatide/GM1 activator; however, the secretion of the protein from Sertoli cells is distinct from the proteolytic processing and lysosomal compartmentalization which have been described for human fibroblasts. The presence of internal sequence similarity suggests that three additional binding sites may occur in SGP-1. Northern blots show similar levels of expression for the 2.6-kilobase SGP-1 mRNA in all tissues examined. The site of SGP-1 synthesis in testis was localized to Sertoli cells by immunofluorescence and in situ hybridization.

Molecular imaging (MI) with ultrasound relies on microbubble contrast agents (MCAs) adhering to a ligand-specific target for applications such as characterizing tumor angiogenesis. It is projected that ultrasonic (US) MI can provide information about tumor therapeutic response before the detection of phenotypic changes. One of the limitations of preclinical US MI is that it lacks a comprehensive field-of-view. We attempt to improve targeted MCA visualization and quantification by performing 3-D MI of tumors expressing αvβ3. Volumetric acquisitions were obtained with a Siemens Sequoia system in CPS mode by mechanically stepping the transducer elevationally across the tumor in 800 micron increments. MI was performed on rat fibrosarcoma tumors (n=8) of similar sizes using MCAs conjugated with a cyclic RGD peptide targeted to αvβ3. US MI and immunohistochemical analyses show high microbubble targeting variability, suggesting that individual 2-D acquisitions risk misrepresenting more complex heterogeneous tissues. In 2-D serial studies, where it may be challenging to image the same plane repeatedly, misalignments as small as 800 microns can introduce substantial error. 3-D MI, including volumetric analysis of inter- and intra-animal targeting, provides a thorough way of characterizing angiogenesis and will be a more robust assessment technique for the future of MI.

Sulphated glycoprotein 2 (SGP-2) is the major secreted protein product of rat Sertoli cells; likewise, clusterin is a major constituent of ram rete testis fluid. Isolation and sequencing of the intact subunits and peptides derived from clusterin show that it is the ram homologue of rat SGP-2. Human serum protein 40,40 (SP-40,40), a component of the SC5b-9 complex of complement, has recently been reported to be the human homologue of rat SGP-2. Analysis of the amino acid sequences of rat SGP-2 and human SP-40,40 show that both of these proteins have a significant relationship to the heavy chain of myosin. The regions of highest sequence similarity correspond to the major amphipathic domains in SGP-2/SP-40,40 and the long alpha-helical-tail domain of myosin, which forms a rod-like structure. SGP-2 has anomalous sedimentation behaviour which indicates that it probably exists in an extended conformation. A putative dinucleotide-binding structure has been identified in the longest stretch of identity between SGP-2 and SP-40,40. Elucidation of these features of SGP-2 and SP-40,40 may help to direct future studies into the role of these proteins in the reproductive and complement systems.

The rat androgen-binding protein/sex hormone-binding globulin (ABP/SHBG) gene in transgenic mice was previously shown to be specifically expressed in the testes. This study verifies a Sertoli cell location of ABP and translation of testicular ABP mRNA in the transgenic mice by dihydrotestosterone (DHT)-binding assays and immunohistochemistry. DHT-binding activities in the testis and epididymis of the hemizygous transgenic mice were elevated 20-fold as compared to activity in the wild-type tissues. DHT-binding activities were also elevated in blood plasma at least 25- to 50-fold in the transgenic mice; binding was undetectable in the plasma from control mice. Immunohistochemical analysis revealed that the transgenic testicular ABP was primarily in the cytoplasm of Sertoli cells and lumen of the seminiferous tubules. In some tubules, intense staining also was associated with spermatids. After transport to the epididymis, there were large amounts of immunoreactive ABP internalized in the epithelium of the initial segment and proximal caput. The increased levels of plasma and testicular ABP had no effect on levels of testosterone; there was a 30-fold range of plasma and testicular testosterone levels in the wild-type and transgenic mice. Increased ABP levels in the transgenic mice were associated with structural and functional abnormalities in the testis. Abnormal spermatogenesis resulted in extensive structural changes in the transgenic testis; the degree of the defect varied from near normality to the loss of most germ cells. In the affected mice, seminiferous tubules had smaller diameters and decreased numbers of germ cells, particularly in the spermatid stages of differentiation. Pyknotic nuclei and multinucleated cells were associated with the spermatids in the defective tubules, but not in the wild-type tubules. Consequently, mice with the spermatogenic disorder had reduced epididymal sperm numbers. The variable spermatogenic disorder was associated with variable male fertility. The homozygous transgenic male and female mice also had a serious motor dysfunction affecting their hind limbs. This study demonstrates how the transgenic mouse model can be used to study ABP's function, and the data support several hypotheses on its function in the testis and epididymis.