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1.
Oocyte cryopreservation and intracytoplasmic sperm injection (ICSI) are advantageous to expand their usefulness in genetic engineering. Oocytes matured for 22 hr were vitrified in droplets of cryoprotectants (3.2 M ethylene glycol (EG), 2.36 M dimethyl sulfoxide (DMSO), 0.6 M sucrose) on copper electron microscope (EM) grids. After being warmed, the oocytes were cultured in IVM medium for an additional 2 hr. Sperm treated with dithiothreitol were utilized for ICSI. Oocytes injected with sperm were activated by combination of ionomycin with cycloheximide (CHX). The ICSI oocytes were compared for the rates of pronuclear formation, development, cell number, and the ratio of ICM to those of fresh ICSI and IVF control. The proportion of 2PN formation was significantly higher in IVF control (Group 1) than those in other treated groups. Among the treated groups a significant lower 2PN formation was observed in IVF-frozen-thawed than in ICSI-fresh and frozen-thawed groups. Cleavage rates in IVF-frozen-thawed and ICSI-frozen-thawed groups were significantly lower than those of IVF control and ICSI-fresh groups. In ICSI groups, the rates of cleavage and blastocyst in fresh oocytes were significantly higher than in frozen-thawed. Development rates into blastocysts in the ICSI-fresh and frozen-thawed groups were significantly lower than that of IVF control. Total cell number was significantly lower in both frozen-thawed IVF and ICSI groups than those in IVF-control and ICSI-fresh groups. However, the rates of the remaining cells that were found in the ICM were significantly higher in both frozen-thawed IVF and ICSI than in the IVF-control and ICSI-fresh groups. The results indicated that frozen-thawed bovine oocytes were suitable for ICSI procedure.  相似文献   

2.
The ability to mature and fertilize oocytes of endangered species may allow us to sustain genetic and global biodiversity. The first objective of this study was to compare the effect of two different culture media and two different incubation times on in vitro maturation (IVM) of domestic cat oocytes. The second objective was to determine the developmental competence of in vitro matured cat oocytes after intracytoplasmic sperm injection (ICSI) with cat spermatozoa. Oocytes recovered from ovaries of ovariectomized cats were cultured either in TCM 199 medium or in synthetic oviductal fluid (SOF), both of which were supplemented with cysteamine, BSA, FSH, LH. Nuclear maturation was assessed after 24 h and 40 h of incubation. Results of IVM showed that the percentage of oocytes reaching MII after 24 h and 40 h of incubation were significantly higher (P<0.001) after culture with SOF (88/110, 80% and 159/192, 82.8%) than TCM 199 (86/129, 66.7% and 58/90, 64.4%). Oocytes (n = 231) matured in vitro in SOF for 24 h were fertilized by ICSI with frozen-thawed epididymal cat spermatozoa. After ICSI, one group of oocytes (n = 129) was activated with ethanol, and a second group (n = 102) was not activated. The developmental competence of all ICSI oocytes was examined after 7 days of in vitro culture. After 28 h of culture, the cleavage frequency of ICSI-activated oocytes was significantly higher (P<0.001) than that of IC  相似文献   

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Intracytoplasmic sperm injection (ICSI) is a very important technique for treating male subfertility and for basic research. The efficiency of ICSI in bovine is very limited because of the necessity for additional oocyte activation before or after the ICSI procedure. In this study, we compared the effects of seven different protocols on activation and fertilization rates of bovine oocytes after ICSI and on their subsequent development under in vitro conditions. The protocols include 1) different chemical activation of oocytes, 2) pretreated or nonpretreated sperm, and 3) conventional or Piezo-driven injection techniques. In all three groups, ICSI, sham-injected, and noninjected, the highest activation rates were obtained after treatment of oocytes with ionomycin followed by 6-dimethylaminopurine (6-DMAP). Using this treatment for oocyte activation, 59% of oocytes were activated and 31% of oocytes were fertilized using dithiothreitol (DTT) pretreated spermatozoa and Piezo-driven injection. Using the protocols with the same oocyte activation or activation with calcium ionophore (Ca-I) and cycloheximide (CHX), nonpretreated sperm, and conventional injection technique, early cleavage rate (79.6% and 77.6%, respectively) were significantly (P <0.01) higher when compared with all other protocols. The latter protocol resulted in 8% blastocyst and 90% of the obtained blastocysts were found to be diploid. Our results demonstrate that activation of oocytes, sperm treatment, and injection technique separately or together could improve the success of bovine ICSI.  相似文献   

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The objective of this study was to compare the fertilization rate of bovine oocytes matured in vitro (22, 25 or 28 hours) and in vivo (30 to 35 hours after standing estrus) following the microinjection of a single spermatozoon. A single motile spermatozoon was injected into the perivitelline space (Experiments 1 to 9), and a single immotile spermatozoon was injected into the ooplasm (Experiments 10 to 15). A single ejaculate of frozen-thawed semen was used throughout. The spermatozoa were injected either without treatment or after treatment with heparin (100 mug/ml), or Ca ionophore A23187 (0.1 muM), or co-cultured for 5 hours with bovine oviduct epithelial cells (BOEC), or they were co-cultured for 5 hours with BOEC and immobilized by freezing and thawing twice without cryoprotectant, or they remained untreated. Oocytes were placed in a droplet of hyperosmotic solution of 0.1 M sucrose in PBS to enlarge the perivitelline space (Experiments 1 to 9) or in PBS (Experiments 10 to 15). Small amounts of polyvinyl pyrrolidone (PVP) without spermatozoa were injected as a control for parthenogenetic activation. After injection, oocytes were incubated in Medium 199 for 22 hours at 39 degrees C, and they were stained with 1% aceto-orcein and examined for evidence of fertilization or parthenogenetic activation. Low rates (9 to 11%) of fertilization resulted from injection into the perivitelline space of oocytes matured for 22 hours in vitro irrespective of spermatozoa treatment. Fertilization rates were higher in oocytes matured in vivo after injection into either perivitelline space (66%) or ooplasm (74%) than in oocytes matured in vitro (9 to 44% fertilization). Surprisingly, in oocytes matured in vivo, there was no difference in the proportions fertilized by spermatozoa injection into ooplasm and parthenogenetically activated by injection of medium alone (74 and 66%, respectively).  相似文献   

8.
Whole in vitro capacitated bovine spermatozoa were microinjected directly into the ooplasm of in vitro matured bovine oocytes in order to determine whether oocytes fertilized by sperm injection could undergo normal pronuclear formation and cleavage development. Immature oocytes recovered from follicles (2-5 mm) of unstimulated ovaries were cultured for 24-25 h in modified TCM 199 medium supplemented with heat-treated day 20 cow serum, luteinizing hormone (LH), and estradiol 17-B. In vitro capacitated, frozen-thawed spermatozoa were injected into the ooplasm, and the injected oocytes were cultured for an additional 24-28 h. Twenty-one percent (21/101) of the sperm-injected oocytes contained a sperm within the ooplasm; however, only 2% (2/101) cleaved. The remaining oocytes either did not contain a sperm or had degenerated. After oocyte activation induced by a 5 min incubation in 1 microM A23187, sperm nuclear decondensation occurred in the A23187-activated, injected oocytes but not in the unactivated, injected controls (37% vs. 0% after 3 h). Those injected, activated oocytes that contained a male pronucleus also exhibited a female pronucleus and second polar body. Furthermore, a significantly higher number (28%, 6/21) of the injected, activated oocytes cleaved to a two- to four-cell stage after 48 h than did the injected, unactivated oocytes (4%). These results indicate that, unlike hamster and rabbit oocytes, bovine oocytes are not sufficiently stimulated by the injection procedure to complete meiosis, but, upon activation by calcium ionophore, they will undergo normal-appearing cleavage development following fertilization by sperm injection.  相似文献   

9.
The chromosome complement of human spermatozoa has been analyzed after their intracytoplasmic injection into unfertilized mouse oocytes. A total of 427 metaphase plates have been obtained, including 176 metaphase plates from spermatozoa with normal head morphology (108 and 68 spermatozoa from patients with normal (the control group) and abnormal spermogram parameters, respectively), and 251 metaphase plates from spermatozoa with abnormal heads (76, 91, 67, and 17 spermatozoa with large, amorphous, elongated, and round heads, respectively). The frequency of chromosome abnormalities in the control group is 26.1%, with hyperploidy, hypoploidy, and structural aberrations accounting for 7.4, 12.3, and 6.4% of the abnormalities, respectively. In none of the groups did the ratio between the numbers of X- and Y-bearing spermatozoa significantly differ from 1 : 1. The diploidy frequency was significantly higher in spermatozoa with large and amorphous heads compared to the control group (2.36, 3.29, and 0%, respectively). None of the groups of spermatozoa differed from the control group with respect to the frequency of structural aberrations. The type of the abnormal head morphology has been found to be correlated with the sperm chromosome complement.Translated from Genetika, Vol. 41, No. 3, 2005, pp. 396–404.Original Russian Text Copyright © 2005 by Fedorova, Kuznetsova, Baranov, Rybouchkin, Van der Elst, Dhont.  相似文献   

10.
The chromosome complement of human spermatozoa has been analyzed after their intracytoplasmic injection into unfertilized mouse oocytes. A total of 427 metaphase plates have been obtained, including 176 metaphase plates from spermatozoa with normal head morphology (108 and 68 spermatozoa from patients with normal (the control group) and abnormal spermogram parameters, respectively), and 251 metaphase plates from spermatozoa with abnormal heads (76, 91, 67, and 17 spermatozoa with large, amorphous, elongated, and round heads, respectively). The frequency of chromosome abnormalities in the control group is 26.1%, with hyperploidy, hypoploidy, and structural aberrations accounting for 7.4, 12.3, and 6.4% of the abnormalities, respectively. In none of the groups did the ratio between the numbers of X- and Y-bearing spermatozoa significantly differ from 1 : 1. The diploidy frequency was significantly higher in spermatozoa with large and amorphous heads compared to the control group (2.36, 3.29, and 0%, respectively). None of the groups of spermatozoa differed from the control group with respect to the frequency of structural aberrations. The type of the abnormal head morphology has been found to be correlated with the sperm chromosome complement.  相似文献   

11.
Preservation of mammalian spermatozoa now plays an important role in fertility treatment, in generating hybrid animals, and in protecting endangered or extinct species. To date, the most common method of sperm preservation is freezing in liquid nitrogen (LN(2)). However, this method requires constant supplementation of the LN(2) and also involves some safety issues in transporting LN(2). Here we describe a new sperm preservation method that does not involve freezing. Mouse spermatozoa were cultured in four basic media (HEPES-CZB, potassium simplex optimization medium with amino acids [KSOMaa], K(+)-rich nuclear isolation medium [NIM], and PBS) with or without 10% bovine serum albumin (BSA) or 15% Ficoll as a protectant, and preserved in a refrigerator for up to 6 mo. These preserved sperm were then injected into fresh oocytes and cultured to the blastocyst stage in vitro or transferred into recipient females to demonstrate their genetic integrity. The results of sperm preservation for 1 mo suggested that NIM and PBS were better media than HEPES-CZB or KSOMaa and that BSA and Ficoll could improve either blastocyst or full-term development. Surprisingly, 18 pups were obtained using spermatozoa stored in these media for 6 mo. Moreover, this new method allowed easy production of healthy offspring even after transport of spermatozoa between two countries by aircraft at room temperature. In conclusion, this method allows for easy long-term preservation of mouse spermatozoa in a simple, modified medium at refrigerator temperature with very low cost and wide application.  相似文献   

12.
Activation of bovine oocytes to produce a single haploid pronucleus in preparation for intracytoplasmic sperm injection (ICSI) has been investigated with various combinations of ionomycin and 6-dimethylaminopurine (DMAP). Effects were evaluated by immunocytochemical staining, chromosomal analysis and assessment of development in vitro. Oocytes matured in vitro were exposed to: ionomycin alone (single or repeated treatments, Groups 1 and 2 respectively), ionomycin followed by DMAP (immediately or after a 3-h delay, Groups 3 and 4), or no treatment (control, Group 5). They were then co-cultured in M199 with bovine oviductal epithelial cells. Activation rates were not significantly different among groups but significantly fewer oocytes in Group 3 extruded a second polar body than in Groups 1, 2, and 4. Most parthenotes (60% to 80%) in Groups 1, 2, and 4 were haploid, whereas 82% in Group 3 were mixoploid or polyploid. Most of the parthenotes (88%) in Group 4 formed a single pronucleus besides extruding the second polar body and were therefore more suitable for ICSI than those of Groups 1 and 2 in which condensed chromosomes predominated. The respective rates of oocyte cleavage in Groups 1 to 4 were 24%, 36%, 70%, and 75%; corresponding blastocyst rates were 1%, 5%, 17%, and 8%. There were significantly fewer cells in the parthenotes of Groups 1, 2, and 4 than of Group 3, or of embryos produced by in vitro fertilization. Thus, delaying the addition of DMAP after ionomycin decreases chromosomal abnormalities and produces a high proportion of activated oocytes suitable for ICSI. Mol. Reprod. Dev. 50:485–492, 1998. © 1998 Wiley-Liss, Inc.  相似文献   

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Chung JT  Keefer CL  Downey BR 《Theriogenology》2000,53(6):1273-1284
In the human and the mouse, intracytoplasmic sperm injection (ICSI) apparently triggers normal fertilization and may result in offspring. In the bovine, injection of spermatozoa must be accompanied by artificial methods of oocyte activation in order to achieve normal fertilization events (e.g., pronuclear formation). In this study, different methods of oocyte activation were tested following ICSI of in vitro-matured bovine oocytes. Bovine oocytes were centrifuged to facilitate sperm injection, and spermatozoa were pretreated with 5 mM dithiothreitol (DTT) to promote decondensation. Sperm-injected or sham-injected oocytes were activated with 5 microM ionomycin (A23187). Three hours after activation, oocytes with second polar bodies were selected and treated with 1.9 mM 6-dimethylaminopurine (DMAP). The cleavage rate of sperm-injected oocytes treated with ionomycin and DMAP was higher than with ionomycin alone (62 vs 27%, P < or = 0.05). Blastocysts (2 of 41 cleaved) were obtained only from the sperm-injected, ionomycin + DMAP-treated oocytes. Upon examination 16 h after ICSI, pronuclear formation was observed in 33 of 47 (70%) DMAP-treated oocytes. Two pronuclei were present in 18 of 33 (55%), while 1 and 3 pronuclei were seen in 8 of 33 (24%) and 7 of 33 (21%) oocytes, respectively. In sham-injected oocytes, pronuclear formation was observed in 15 of 38 (39%) with 9 (60%) having 2 pronuclei. Asa single calcium stimulation was insufficient and DMAP treatment could result in triploidy, activation by multiple calcium stimulations was tested. Three calcium stimulations (5 microM ionomycin) were given at 30-min intervals following ICSI. Two pronuclei were found in 12 of 41 (29%) injected oocytes. Increasing the concentration of ionomycin from 5 to 50 microM resulted in a higher rate of activation (41 vs 26%). The rate of metaphase III arrest was lower while the rate of pronuclear formation and cleavage development was higher in sperm-injected than sham-injected oocytes, suggesting that spermatozoa contribute to the activation process. Further improvements in oocyte activation following ICSI in the bovine are necessary.  相似文献   

15.
We determined the incidence of activation, male pronuclear formation, and apposition of pronuclei in porcine oocytes following intracytoplasmic injection of various porcine sperm components and foreign species spermatozoa, such as that of cattle, mouse or human. The porcine oocytes were activated by injection of a spermatozoon or an isolated sperm head. In contrast, injection of either sperm tail or a trypsin- or NaOH-treated sperm head failed to induce oocyte activation. Because injection of mouse, bovine, or human spermatozoon activated porcine oocytes, the sperm-borne activation factor(s) is not strictly species-specific. Male pronuclear formation and pronuclear apposition were observed in porcine oocytes following injection of porcine, bovine, mouse or human spermatozoa. Electrical stimulation following sperm cell injection did not enhance the incidence of male pronuclear formation or pronuclear apposition compared with sperm cell injection alone (P > 0.1). Following porcine sperm injection, the microtubular aster was organized from the neck of the spermatozoon, and filled the whole cytoplasm. In contrast, following injection of bovine, mouse, or human spermatozoon, the maternal-derived microtubules were organized from the cortex to the center of the oocytes, which seems to move both pronuclei to the center of oocytes. Cleavage to the two-cell stage was observed at 19-21 hr after injection of porcine spermatozoon. However, none of the oocytes following injection of mouse, bovine, or human spermatozoa developed to the mitotic metaphase or the two-cell stage. These results suggested that the oocyte activating factor(s) is present in the perinuclear material and that it is not species-specific for the porcine oocyte. Self-organized microtubules seemed to move the pronuclei into center of oocytes when foreign species spermatozoa were injected into porcine oocytes.  相似文献   

16.
Conventional IVF as well as several assisted microfertilization techniques have shown limited success in the horse. After recent positive results achieved with intracytoplasmic injection of a single spermatozoon (ICSI) in human IVF, we chose to try the method in the horse. We compared conventional IVF to ICSI by fertilization rates of oocytes with compact and expanded cumuli and by developmental potential of the resulting embryos. Cumulus-oocyte complexes (COCs) were obtained by aspirating the follicular fluid from the ovaries of slaughtered mares. Complexes showing complete cumulus investment, either compact or expanded, were randomly assigned to IVF or ICSI trials and separately cultured for IVM. Frozen-thawed stallion spermatozoa were prepared for IVF with a swim-up procedure conducted in Talp-Hepes with heparin or for ICSI in Earle's balanced salt solution (EBSS) supplemented with human serum albumin (HSA). Oocytes for IVF were partially decumulated by pipetting, whereas those for ICSI were totally denuded with 80 UI/ml hyaluronidase. Oocytes were fixed, stained and examined for signs of fertilization the day after IVF or ICSI. The percentage of normally fertilized oocytes showing 2 pronuclei or cleavage was significantly higher with ICSI than IVF (29.8%, 17/57 vs 8.7%, 9/103 ; P < 0.01). Significantly higher fertilization rates were observed in oocytes retrieved with an expanded cumulus when submitted to ICSI procedure as compared with IVF (52.2%, 12/23 vs 17.1%, 6 35 ; P < 0.01), whereas in oocytes recovered with a compact cumulus, fertilization rates were low (14.7%, 5/34 with ICSI and 4.4%, 3 68 with IVF; NS). Embryonal development did not occur after culture following IVF, as indicated by absence of cleavage in any of the 93 inseminated oocytes. Following ICSI, 7 of 55 injected oocytes cleaved, 5 of which had shown expanded cumuli; of the 5, 2 were at the 16-cell stage and one each at the 8-, 3- and 2-cell stage, respectively. The other 2 fertilized oocytes, originating from compact cumuli, reached 4- and 8- cell stages, respectively. These results indicate that ICSI can be applied successfully to in-vitro matured equine oocytes to increase the fertilization rates. In addition, it seems that in vitro cytoplasmic maturation of oocytes issuing from a compact cumulus may not be complete enough to lead to a successful fertilization and that ICSI may be a tool to evaluate ooplasmic maturation.  相似文献   

17.
Efficient and dependable mouse cryopreservation methods are urgently needed because the production of mice with transgenes and disrupted and mutant genes is now commonplace. Preservation of these unique genomes provides an essential safeguard for future research. Unfortunately, mouse spermatozoa appear more vulnerable to freezing than other species, e.g., bovine and human. In this study, we examined the efficiency of intracytoplasmic sperm injection (ICSI) and in vitro fertilization (IVF) in generating embryos from mouse spermatozoa frozen with 18% raffinose and 3% skim milk for cryoprotection. A comparison was made between the inbred strain C57BL/6J, commonly used in mutagenic and transgenic studies, and a hybrid strain B6D2F1 (C57BL/6J x DBA/2J). C57BL/6J spermatozoa are known to be more sensitive to freezing than B6D2F1. Fertilization of oocytes after IVF was significantly lower with C57BL/6J spermatozoa when compared with B6D2F1 spermatozoa for both fresh and frozen spermatozoa (fresh, 89 vs. 55%; frozen, 56 vs. 9%). Freezing also reduced the fertility of B6D2F1 spermatozoa (89 vs. 56%). Fertilization improved dramatically after ICSI with fresh and frozen C57BL/6J spermatozoa (90 and 85%) and also with frozen B6D2F1 spermatozoa (87%). The development of two-cell embryos to the blastocyst stage was lower for C57BL/6J than B6D2F1 (42-61% and 84-98%) in all treatments but similar for embryos within each strain. The normality of chromosomes from fresh and frozen spermatozoa was assessed in oocytes prior to first cleavage. The majority of oocytes had normal chromosomes after IVF (98-100%) and ICSI (87-95%), indicating that chromosomal abnormalities were not responsible for the poorer development in vitro of C57BL/6J embryos. In conclusion, our data show that ICSI is a more efficient and effective technique than IVF for generating embryos from frozen spermatozoa. More important, ICSI is especially valuable for strains where IVF with fresh spermatozoa produces few or no embryos.  相似文献   

18.
Development of bovine oocytes after intracytoplasmic sperm injection (ICSI) was investigated. Oocytes were matured for 24-26 h in vitro and injected with isolated sperm heads. When treated with 7% ethanol (v/v) for 5 min, 71.7% of ICSI oocytes were activated as shown by the resumption of meiosis and the formation of female pronuclei. However, 41.5% of injected sperm heads remained condensed at 18-20 h after injection into the ooplasm. The incidence of decondensing sperm and that of male pronuclei at this stage were 15.1% and 26.4%, respectively. A total of 55.5% of oocytes reached the 2-cell stage following sperm head injection and 54.7% after sham-ICSI; these percentages were not significantly different from those following in vitro fertilisation (IVF) (73.1%). The percentage of 2-cell embryos reaching the 8-cell stage following ICSI was 37.5%, and 27.6% after sham-ICSI, which were significantly lower (p < 0.01) than the equivalent percentage following IVF (62.4%). The percentages of parthenogenetic embryos reaching the 2-cell, 4-cell and 8-cell stages following ICSI were 56.4%, 48.9% and 30.0%, respectively. These results indicate that the low rate of normal embryonic development of bovine oocytes following ICSI is largely due to the parthenogenetic activation of the oocytes.  相似文献   

19.
In this study, the developmental capacity and cytogenetic composition of different oocyte activation protocols was evaluated following intracytoplasmic sperm injection (ICSI) of in vitro matured bovine oocytes. Motile spermatozoa selected by Percoll density gradient were treated with 5 mM dithiothreitol (DTT) and analysed for ultrastructural changes of the head using transmission electron microscopy (TEM). The alterations in sperm morphology after DTT treatment for different times (15, 30 and 60 min) were 10%, 45-55% and 70-85%, respectively. Further, a partial decondensation of sperm heads was observed after DTT treatment for 30 min. Oocytes were injected with sperm treated with DTT for 30 min. In group 1, sperm injection was performed without any activation stimulus to the oocytes. In group 2, sham injection without sperm was performed without activating the oocytes. Oocytes injected with sperm exposed to 5 microM ionomycin for 5 min (group 3), 5 microM ionomycin + 1.9 mM dimethylaminopurine (DMAP) for 3 h (group 4) and 5 microM ionomycin + 3 h culture in M199 + 1.9 mM DMAP (group 5) were also evaluated for cleavage, development and chromosomal abnormality. Cleavage and development rates in groups 1, 2 and 3 were significantly (p < 0.05) lower than those in groups 4 and 5. The incidence of chromosomal abnormality in the embryos treated directly with DMAP after ionomycin (group 4) was higher than in group 5. We conclude that immediate DMAP treatment after ionomycin exposure of oocytes results in arrest of release of the second polar body, and thus leads to changes in chromosomal pattern. Therefore, the time interval between ionomycin and DMAP plays a crucial role in bovine ICSI.  相似文献   

20.
In this study, a linear programming model was developed to maximize the gross margin of milk production by determining the optimal use of different reproductive technologies in a dairy herd. The model has the potential to vary the use of conventional artificial insemination, insemination with X-sorted sperm, and the use of unselected or sex-selected embryo recovery and transfer. Data from Finnish dairy herd recording systems were used to parameterize the model. This paper presents the results of 6 scenarios for a herd size of 60 dairy cows. In the basic scenario, the optimum economic combination for Finnish conditions was to inseminate 10 heifers and 22 cows with unsorted semen, 8 heifers with X-sorted sperm, and to use 20 cows as embryo donors which was the upper constraint for this technique. The embryo donors were inseminated with conventional semen for both embryo production and their subsequent pregnancy. Without restriction on embryo recovery, the optimum combination was to use all heifers as donors of sex-selected embryos and all cows as donors of unselected embryos. It was more profitable to produce female embryos with X-sorted sperm than by sorting embryos. Embryo recipients were not economically justified in any scenario. In practice, the optimal strategy is herd-specific depending on the input costs, output values and the technical success of each reproductive technology in that herd. This single-year linear programming model adequately differentiates between breeding technologies within a herd, but further research is needed to develop dynamic models to consider genetic improvement and herd expansion.  相似文献   

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