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Two experiments were conducted to evaluate a pregnancy-detection assay based on the measurement of pregnancy-associated glycoproteins (PAG) in milk samples. In experiment 1, milk samples were collected on the day of first pregnancy check (33–52 d postinsemination; n = 119) or second check (60–74 d postinsemination; n = 60). The accuracy in identification of pregnant and nonpregnant cows was 99% at first check. Only 6% of samples were found to be within an intermediate range of PAG concentrations and classified as requiring recheck by the assay. At second check, the accuracy of the assay was 98%. Fifteen percent of these samples were classified as requiring recheck. In experiments 2a (n = 17 cows) and 2b (n = 16 cows), milk and plasma samples were collected from cows at weekly intervals beginning 2 (experiment 2a) or 4 d (experiment 2b) after insemination. The earliest time point at which pregnant cows were accurately classified as pregnant by the assay was on d 30 postinsemination. A transient decline in PAG levels into the intermediate range was observed on d 46 to 72 postinsemination. This coincides with the time of recheck in experiment 1. Results obtained with the plasma samples were essentially the same. The accuracy of pregnancy identification based on milk samples from nonpregnant and pregnant cows was 99%. Levels of PAG in milk were useful in identifying 6 incidences of embryonic mortality. No consistent relationship was noted between the timing of the decline in PAG levels and the timing of luteal regression in this small number of cows.
Early diagnosis of pregnancy is an important part of any effective reproductive management plan for modern dairy farms. On most farms, early diagnosis of pregnancy is done by a skilled veterinarian, either by transrectal palpation or ultrasonography of the uterus. Pregnancy diagnosis can be a problem for dairy farmers in areas where veterinary support is limited. An alternative approach is to use a pregnancy detection assay. In the 1980s, several companies marketed on-farm, milk progesterone tests (
The accuracy of enzyme-linked-immunosorbent-assay and latex agglutination progesterone test for the validation of estrus and early-pregnancy diagnosis in dairy cattle.
). They offered the dairy worker the convenience of collecting milk samples and immediate results. However, progesterone is an indirect indicator of pregnancy status. Cows can have high concentrations of progesterone for reasons other than pregnancy. For that reason, the technology was very effective at identifying nonpregnant cows (>90% accuracy), but less so for pregnant cows (<80% accuracy,
). Adoption of this technology was too low to remain economically viable. In 2002, a pregnancy-detection assay based on the measurement of pregnancy-associated glycoproteins (PAG) became available to dairy farmers (BioPRYN, BioTracking LLC, Moscow, ID). The assay is limited to serum or plasma samples and must be sent to a laboratory for analysis. Turnaround time is usually 2 to 3 d, depending on the laboratory. Since then, other companies have marketed similar services either directly or through commercial laboratories. The PAG are synthesized and secreted by placental tissue, and therefore are direct indicators of pregnancy (
Characterization of the bovine pregnancy-associated glycoprotein gene family—Analysis of gene sequences, regulatory regions within the promoter and expression of selected genes.
Detection of pregnancy by radioimmunoassay of a novel pregnancy-specific protein in serum of cows and a profile of serum concentrations during gestation.
Accuracy of a pregnancy-associated glycoprotein ELISA to determine pregnancy status of lactating dairy cows twenty-seven days after timed artificial insemination.
). Though successful, the application of this technology has been limited by the requirement for collecting blood samples. Recently, Idexx Laboratories Inc. (Westbrook, ME) has developed a pregnancy-detection assay based on measurement of PAG in milk. Preliminary reports on the validity of PAG-based pregnancy-detection assays using milk samples, including the Idexx Laboratories assay, have been positive (
). The objectives of the 3 experiments reported herein were to (1) determine the accuracy of this milk-based pregnancy-detection assay, (2) determine the optimum time for early pregnancy detection using this assay, and (3) to compare the results of the milk-based assay to those obtained with the established plasma-based assay.
Materials and Methods
Experiment 1
This experiment was designed to assess the accuracy of the milk-based pregnancy detection assay. Composite milk samples (35 mL, n = 179) were collected from cows on a commercial dairy farm on the day of pregnancy determination by ultrasonography. These samples were collected at first pregnancy check (33–52 d after insemination; n = 119) or at recheck (60–74 d after insemination; n = 60). Milk samples were collected into 40-mL polypropylene, conical centrifuge tubes containing 1 drop (approximately 50 μL) of 2-bromo-2 nitropropane-1, 3-diol (18% solution, Bronolab W II, D&F Control Systems Inc., Dublin, CA) as a preservative. Samples were stored refrigerated for up to 4 wk, then shipped by overnight delivery to Idexx Laboratories Inc. for analysis. Relative levels of PAG were determined using an ELISA procedure now available to commercial laboratories, veterinarians, and so on from the manufacturer in kit form. The kit is not designed to be quantitative. Two reference samples, 1 low (not pregnant) and 1 high (pregnant), are run in each assay for accuracy assessment and quality control. Samples are classified as not pregnant, pregnant, or requiring recheck relative to predetermined optical density thresholds. Optical density readings (adjusted for background) were reported to us as an indication of the relative level of PAG in the sample. Idexx personnel were not informed of pregnancy status until after the optical density data were reported to us. The ability of the ELISA to determine the pregnancy status of cows was evaluated by calculating the following 5 parameters as defined by
Accuracy of a pregnancy-associated glycoprotein ELISA to determine pregnancy status of lactating dairy cows twenty-seven days after timed artificial insemination.
: (1) negative predictive value, the percent of samples identified by the assay as nonpregnant that were from confirmed nonpregnant cows; (2) positive predictive value, the percent of samples identified by the assay as pregnant that were from confirmed pregnant cows; (3) specificity, the percent of samples from confirmed nonpregnant cows identified by the assay as nonpregnant (samples classified as requiring recheck not included); (4) sensitivity, the percent of samples from confirmed pregnant cows identified by the assay as pregnant (samples classified as requiring recheck not included); and (5) accuracy, the percent of samples from confirmed nonpregnant and pregnant cows accurately identified as pregnant or nonpregnant by the assay (samples classified as requiring recheck not included). The agreement between pregnancy diagnosis by ultrasonography and the assay was determined by calculating the kappa (κ) statistic using the FREQ procedure of
This experiment had 3 objectives: (1) to assess the accuracy of the milk-based pregnancy-detection assay, (2) to more precisely determine the earliest time point at which pregnancy can be accurately determined using the milk-based pregnancy-detection assay, and (3) to compare the results obtained with the milk-based assay to results using the previously validated plasma- or serum-based pregnancy detection assay. Holstein cows (n = 17) from the University of Kentucky Coldstream Dairy Research herd (Lexington) were bred using timed AI according to the timeline shown in Figure 1. The synchronization protocol consisted of Ovsynch (
). The first injection of GnRH in the Ovsynch program (d −10 on Figure 1) was preceded by injections of GnRH and PGF2α 7 and 9 d earlier, respectively. This is commonly referred to as G7G (
. Fifteen cows were 46 to 91 d postpartum at the start of the synchronization protocol; therefore, they were 65 to 110 d postpartum when inseminated. This was the first insemination postpartum. The other 2 cows were 242 and 286 d postpartum at the start of the synchronization protocol. These cows had been inseminated at least once before this synchronization or timed insemination. The day of insemination was designated d 0 of the experiment. Starting on d 2 after insemination, the cows were sampled at 7-d intervals. Pregnancy was determined by transrectal ultrasonography at 37 d after insemination, then confirmed at 65 and 93 d after insemination. Sampling continued through d 58 after insemination if the cow was not pregnant via ultrasonography on d 37. Sampling continued through d 93 if the cow was found pregnant on d 37. On the days of sampling, a composite milk sample (35 mL) was collected as described for experiment 1. Samples were stored refrigerated for up to 3 wk, then shipped overnight to the Idexx Laboratories Inc. for PAG determination. After milking, a blood sample (10 mL) was collected from the tail vein by venipuncture into evacuated tubes containing EDTA as anticoagulant (Vacutainer, Becton, Dickinson and Co., Franklin Lakes, NJ). Blood samples were centrifuged for 20 min (1,500 × g at 20°C) so that plasma and cellular components could be separated. After centrifugation, plasma was transferred to two 7-mL plastic storage vials and stored at −20°C. One vial was shipped with the milk samples to Idexx for PAG determination. The other vial was used for quantification of progesterone using a solid-phase, radioimmunoassay kit (Coat-a-Count Progesterone, Diagnostic Products Corporation, Los Angeles, CA) as previously described (
). At Idexx, levels of PAG in plasma and milk samples were determined using their ELISA kit procedures. Both the plasma- and milk-based assays are designed to be qualitative, classifying the results as pregnant, not pregnant, or requiring recheck. The Idexx technicians reported both the qualitative assessment and the optical density (OD; adjusted for background) measurements to us. The pregnancy status of animals was not disclosed to the Idexx laboratory personnel until after the OD and pregnancy status data were reported to us. Cows were maintained with the rest of the milking herd and observed for expression of estrous behavior for the duration of the experiment.
Figure 1Timeline for the administration of hormone injections for the timed insemination protocol. The day of insemination was designated as d 0. PGF = Lutalyse Sterile Solution (Pfizer Inc., New York, NY), 25 mg, i.m; GnRH = Factrel (Fort Dodge Animal Health, Ft. Dodge, IA), 100 μg, i.m. G7G = protocol in which the first injection of GnRH in the Ovsynch program (d −10) is preceded by injections of GnRH and PGF2α 7 and 9 d earlier, respectively.
Animals were assigned to physiological status groups retrospectively, based on concentrations of progesterone, relative level of PAG, expression of estrus, and uterine ultrasonography. The groups were (1) nonpregnant-normal cycle, (2) nonpregnant-long cycle, (3) pregnant, and (4) embryonic mortality. The nonpregnant-normal cycle group had a concentration of progesterone below 1 ng/mL on d 2, greater than 1 ng/mL on d 9 and 16, and less than 1 ng/mL on d 23. The category nonpregnant-long cycle had a concentration of progesterone below 1 ng/mL on d 2, greater than 1 ng/mL on d 9, 16, and 23, and less than 1 ng/mL on d 30. The category pregnant included animals that were confirmed pregnant by ultrasonography on d 37, 65, and 93 after insemination. The category embryonic mortality included animals that had a relative level of PAG in milk that exceeded the typical nonpregnant baseline (OD = >0.02; baseline mean = 6 SEM) for at least 2 consecutive weeks beginning sometime within the period from d 23 through 37 postinsemination. These animals also maintained concentrations of progesterone greater than 1 ng/mL through at least 30 d postinsemination. The relative levels of milk PAG in the 2 nonpregnant groups (combined for analysis) were compared with the pregnant group on each sampling day to determine the earliest day on which PAG were greater in pregnant than nonpregnant animals. This comparison was done using the GLM procedure of
The design was essentially the same as for Experiment 2a. Cows (n = 16) were 40 to 110 d postpartum at the start of the synchronization protocol so they were 59 to 129 d postpartum when inseminated. This was the first insemination postpartum for all of these cows. The only difference in design was that the first milk and plasma samples were collected on d 4 after insemination. Samples were then collected at 7-d intervals thereafter, through d 60 postinsemination if not pregnant and d 95 postinsemination if pregnant. Pregnancy was determined by ultrasonography at 32, 60, and 95 d postinsemination. Statistical analyses were the same as described for experiment 2a.
Additional analyses were conducted using the combined data from experiments 2a and 2b. The ability of the milk PAG ELISA to determine the pregnancy status of cows was evaluated by calculating the 5 parameters and the kappa statistic as described for experiment 1. The samples used for this analysis were those collected on d 30 or later from the cows in the 2 nonpregnant groups versus those collected at the same time points from cows in the pregnant group. The relationship between milk and plasma levels of PAG was determined using samples collected from pregnant cows and cows that experienced embryonic mortality (n = 180 samples). The relationship was evaluated using the CORR and REG procedures of
. The baseline level of PAG was determined by calculating the mean OD for the first 3 samples (d 2 to 18 postinsemination) collected from all cows. All of the procedures described in this manuscript were reviewed and approved by the University of Kentucky Institutional Animal Care and Use Committee.
Results and Discussion
Experiment 1 was conducted to evaluate the accuracy of the milk-based pregnancy-detection assay. Of the 119 samples collected at the first pregnancy check (32–52 d postinsemination), 60 were from pregnant cows (Table 1). The negative and positive predictive values were 100 and 98.5%, respectively. The sensitivity and specificity were 100 and 97.9%, respectively (excludes samples classified as requiring recheck; Table 1). The overall accuracy was 99.1% (κ = 0.98; excludes samples classified as requiring recheck; Table 1). Only 7 of the 119 samples (5.9%) were classified as requiring recheck. The majority of these were from pregnant cows (5 of 7; Table 1). Of the 60 samples collected at the second pregnancy check (60–74 d postinsemination), 92% (55/60) were from pregnant cows (Table 2). The negative and positive predictive values were 83.3 and 100%, respectively. The negative predictive value is based on just 6 samples. The sensitivity and specificity were 97.8 and 100%, respectively (Table 2). The overall accuracy of the assay was 98.0% (κ = 0.90). It should be noted again that these calculations exclude samples classified as requiring recheck; a relatively large number of samples (9/60; 15%) were classified as such, all of which were from pregnant cows. Based on these data, the accuracy of the milk-based pregnancy-detection assay was confirmed. These results are in agreement with those previously reported for the same assay (
Samples were collected at the first check for pregnancy after insemination (d 33 to 52 post insemination). Pregnancy was confirmed by transrectal ultrasonography.
Estimate does not include samples classified as requiring recheck by the assay.
65/65 (100.0%)
1 Samples were collected at the first check for pregnancy after insemination (d 33 to 52 post insemination). Pregnancy was confirmed by transrectal ultrasonography.
2 Estimate does not include samples classified as requiring recheck by the assay.
3 Kappa (test of agreement between methods) = 0.98.
Samples were collected at the second check for pregnancy after insemination (d 60 to 74 post insemination). Pregnancy was confirmed by transrectal ultrasonography.
Estimate does not include samples classified as requiring recheck by the assay.
45/46 (97.8%)
1 Samples were collected at the second check for pregnancy after insemination (d 60 to 74 post insemination). Pregnancy was confirmed by transrectal ultrasonography.
2 Estimate does not include samples classified as requiring recheck by the assay.
3 Kappa (test of agreement between methods) = 0.90.
Experiments 2a and 2b were conducted to identify the earliest time point at which the milk-based pregnancy-detection assay could reliably identify pregnant cows. Samples were at or near basal levels, well below the requiring recheck threshold, in all samples collected on d 18 or earlier. The average baseline level was OD = 0.000 ± 0.003 (mean ± SEM). The earliest day on which the mean level of PAG in samples from pregnant cows were greater than those from nonpregnant cows was d 23 in experiment 2a and d 25 in experiment 2b (P < 0.004). None of the samples collected on d 23 (experiment 2a) were classified as pregnant. Three of the 6 samples collected on d 23 (1 milk sample was spilled in transport) were classified as requiring recheck. The earliest milk sample to be classified as pregnant was collected on d 25 (experiment 2b) postinsemination (Table 3). Only 1 of the 6 samples collected at this time was classified as pregnant. Four samples were classified as requiring recheck. Thus, d 23 and 25 appear to be in a transition period when the levels of PAG in milk are beginning to rise. In most animals, concentrations of PAG have not increased enough to reach the pregnant threshold. By d 30 and 32, all pregnant cows were classified by the milk-based assay as pregnant. The temporal pattern of PAG levels in milk during the first 40 d after insemination appears similar to patterns reported in the blood (
Detection of pregnancy by radioimmunoassay of a novel pregnancy-specific protein in serum of cows and a profile of serum concentrations during gestation.
Effects of resynchronization programs on pregnancy per artificial insemination, progesterone, and pregnancy-associated glycoproteins in plasma of lactating dairy cows.
Accuracy of a pregnancy-associated glycoprotein ELISA to determine pregnancy status of lactating dairy cows twenty-seven days after timed artificial insemination.
reported that pregnancy could be reliably detected on d 27 postinsemination.
Table 3Assay classification of milk samples (nonpregnant, requiring recheck, pregnant), collected from pregnant cows sampled through the first 95 d of pregnancy in experiments 2a and 2b.
Interestingly, 100% of the pregnant animals were classified as pregnant when sampled again on d 37, 39, and 44. On d 46 (experiment 2b), 1 of the pregnant cows was classified as requiring recheck (Table 3). This begins a trend that continues through d 72 in which 1 or more cows are thus classified. On d 74 and thereafter, all of the pregnant cows are classified as pregnant again. Thus, it appears that a transient decrease occurred in the level of PAG between d 46 and 72. This is very apparent when the actual OD readings from the milk-based assay are plotted (Figure 2). A similar pattern was observed through d 60 postinsemination by
Effects of resynchronization programs on pregnancy per artificial insemination, progesterone, and pregnancy-associated glycoproteins in plasma of lactating dairy cows.
. This explains why a com paratively high percentage of samples collected from pregnant cows at the time of recheck in experiment 1 were classified as requiring recheck. It is clear that the optimum time to check for pregnancy using this assay is in the 2-wk period from d 30 to 44 after insemination. A high degree of accuracy is obtained again on d 74 and thereafter.
Figure 2Relative levels of pregnancy-associated glycoproteins (PAG) in milk (open circles) and plasma (open diamonds) and concentrations of progesterone (solid circles) in plasma for pregnant cows in experiments 2a (top) and 2b (bottom). Horizontal dotted line (optical density = 1.0) is the threshold for classification as pregnant in the assay for plasma samples. Horizontal dashed line (optical density = 0.25) is the threshold for classification as pregnant in the assay for milk samples. Vertical bars on milk and plasma PAG levels for the first 9 samples indicate SEM. These are included to facilitate comparison to milk and plasma PAG in nonpregnant cows in Figure 4.
Relative levels of PAG measured in milk samples were approximately half of the levels measured in plasma and highly correlated (r = 0.79; P < 0.001; Figure 3). This is to be expected, as milk is a filtrate of blood and PAG are relatively large (molecular weight = 40–80,000) glycoproteins (
) associated with the aqueous portion of milk. Essentially the same temporal patterns were obtained in the 2 assays (Figure 2). The earliest time points at which plasma samples from pregnant cows had greater levels of PAG than nonpregnant cows were d 23 and 25 postinsemination. Whereas an increase can be detected at these times, the levels of PAG do not reach the threshold required to be classified pregnant in plasma until d 30 and 32. Pregnancy detection is 100% accurate on d 30, 32, 37, 39, and 44. The transient drop in PAG levels is observed in plasma samples as well. Due to differences in the positioning of the threshold values between the 2 assays, many more plasma samples fall in to the range requiring recheck, particularly on d 58, 60, 65, and 67. The high degree of accuracy is restored on d 86 and thereafter. In conclusion, the milk-based assay gives essentially the same results as the well-established and validated plasma- and serum-based assay.
Figure 3Comparison of relative concentrations of pregnancy-associated glycoproteins (PAG) between plasma and milk in samples collected on d 23 or thereafter from pregnant cows (open circles) and cows experiencing embryonic mortality (solid circles). Correlation coefficient = 0.78 (P < 0.0001). The linear regression equation defining the relationship was milk optical density (OD) = 0.55 × plasma OD – 0.01 (adjusted r2 = 0.62, P < 0.0001). The regression line is represented by the dashed line in the graph.
The accuracy of the milk-based assay was evaluated using samples collected in experiments 2a and 2b in the same way as in experiment 1 (Table 4). Samples used were from pregnant and nonpregnant cows, 30 d postinsemination or thereafter. The results were similar to those in experiment 1. The negative and positive predictive values were 98.8 and 100%, respectively. The sensitivity and specificity were 99.2 and 100%, respectively. Overall accuracy was 99.5% (κ = 0.99).
Table 4Measurements of accuracy of the pregnancy detection assay in experiments 2a and 2b
When collected at weekly intervals, the milk-based pregnancy detection assay was also useful in establishing the occurrence of embryonic mortality. As seen in Figure 2, many pregnant animals have a detectable rise in the level of PAG in milk on d 23 or 25. This is clearly not the case in nonpregnant cows (Figure 4). In these 2 studies, we observed 6 animals whose progesterone concentrations, relative PAG levels, or ultrasonographic imaging suggested that a pregnancy may have been initiated but that the pregnancy was lost during the experimental period. The concentrations of progesterone and relative level of PAG in these animals are shown in Figure 5. Four of these animals were confirmed pregnant by ultrasonography at the first check (cows H493 and H495, d 37; cows H460 and H534, d 32), but not at the second. In 2 cows, PAG levels were classified as pregnant on d 25. In the other 2 cows, sampled on d 23, the level of PAG had increased above typical basal levels, but not high enough to be classified as requiring recheck. On d 30 or 32, all 4 were classified by the assay as pregnant. The duration of time over which the level of PAG remained elevated was variable. In cow H460, levels remained elevated through d 67 postinsemination. In cow 493, levels fell to basal levels by d 51. The duration of elevated PAG levels did not appear to have any relationship with the lifespan of the corpus luteum. With a larger number of cows,
Effects of resynchronization programs on pregnancy per artificial insemination, progesterone, and pregnancy-associated glycoproteins in plasma of lactating dairy cows.
observed that cattle experiencing embryonic loss between d 28 and 60 postinsemination had lower concentrations of PAG in plasma on d 30 than cows that maintained their pregnancy. The limited numbers available in our study preclude this type of analysis; however, 2 of the cows that experienced embryonic loss (H460 and H534) had very high PAG OD levels on d 30, yet lost their pregnancy. Clearly, embryonic mortality is a complex process that is not always associated with a lower relative concentration of PAG using this assay.
Figure 4Relative levels of pregnancy-associated glycoproteins (PAG) in milk (open circles) and plasma (open diamonds) and concentrations of progesterone (solid circles) for nonpregnant cows in experiments 2a (top 2 panels) and 2b (bottom 2 panels). Panels on the left are from cows classified as having normal-length estrous cycles (progesterone <1 ng/mL on d 23 or 25). Panels on the right are from cows classified as having long estrous cycles (progesterone <1 ng/mL on d 30 or 32). Vertical bars on milk and plasma PAG for cows with normal-length estrous cycles indicate SEM. These are included to facilitate comparison to milk and plasma PAG in pregnant cows in Figure 2.
Figure 5Relative levels of pregnancy-associated glycoproteins (PAG) in milk (open circles) and plasma (open diamonds) and concentrations of progesterone (solid circles) in plasma for cows that experienced embryonic mortality in experiments 2a and 2b. Individual cow identification numbers are indicated in the upper right corner of each panel.
Two cows (H499 and H3008) had prolonged luteal phases but were not found pregnant by ultrasonography at the first check. These cows exhibited very transient increases in PAG levels, at or near the requiring recheck threshold. If present, the increase in PAG was very small on d 23 or 25. The peak occurred on d 32 or 37 postinsemination. A similar pattern of PAG concentrations was observed in the plasma of cows that were assumed to be experiencing embryonic mortality in a previous study (
). As PAG were clearly present, it seems likely that these cows were initially pregnant. Pregnancy-associated glycoproteins are synthesized in binucleate giant cells of the trophoblast (
Light and electron microscopic immunocytochemical studies of the distribution of pregnancy-associated glycoproteins (PAGs) throughout pregnancy in the cow: Possible functional implications.
). They are secreted after migration of these cells across the conceptus-maternal interface in response to fusion of the cells with maternal uterine epithelial cells. Perhaps the structural development of the conceptus was retarded or the conceptus was defective and had already begun to regress. In either case, the conceptus was small and undetectable by ultrasound but still capable of secreting some PAG. When embryonic mortality was induced experimentally, concentrations of PAG fell gradually throughout the 7- to 10-d period following induction (
Ultrasonographic appearance of the conceptus, fetal heart rate and profiles of pregnancy-associated glycoproteins (PAG) and prostaglandin F2α-metabolite (PGF2α-metabolite) after induction of fetal death with aglepristone during early gestation in cattle.
Changes in serum pregnancy-associated glycoprotein, pregnancy-specific protein B, and progesterone concentrations before and after induction of pregnancy loss in lactating dairy cows.
). In all 3 studies, concentrations of PAG at the end of the sampling period had not fallen to the basal concentrations observed during the first 14 d postinsemination. The half-life of PAG in blood has been estimated to be 7 to 8 d (
). Thus, relatively high concentrations of PAG in the absence of a detectable embryo are most likely the result of residual PAG previously secreted by the now dead embryo. This may prove to be useful to researchers studying various aspects of embryonic mortality. More research is needed to determine if PAG play any active role in maintaining the pregnancy. In the future, it may be possible to quantify PAG in the milk line, as is currently being done with progesterone, offering a very powerful combination of endocrine tools to monitor reproductive status.
In conclusion, the milk-based pregnancy-detection test was accurate. Results compared favorably to the blood-based pregnancy-detection assay that has been used successfully in the field for several years. The assay provides an accurate alternative for dairy farmers who have limited access to a veterinarian or technician skilled in manual or ultrasonographic detection of pregnancy. It also may have some utility as a research tool in studying the biological basis for embryonic mortality.
Acknowledgments
The authors thank David Corbin (Corbin Bros. Dairy, Campbellsville, KY) for collection of milk samples for experiment 1. We are grateful to Joey Clark and the University of Kentucky Coldstream Dairy Farm (Lexington) crew for care of the cows and assistance with sample collection for experiments 2a and 2b and to Susan Hayes (University of Kentucky) for assistance in running the progesterone assays for experiments 2a and 2b. Michelle Tate and Patrick McCoy (both from University of Kentucky) also assisted with sample collection in experiment 2a. This research was supported in part by the Kentucky Agricultural Experiment Station and is published with the approval of the director (14-07-028).
References
Bello N.M.
Steibel J.P.
Pursley J.R.
Optimizing ovulation to first GnRH improved outcomes to each hormonal injection of Ovsynch in lactating dairy cows.
Ultrasonographic appearance of the conceptus, fetal heart rate and profiles of pregnancy-associated glycoproteins (PAG) and prostaglandin F2α-metabolite (PGF2α-metabolite) after induction of fetal death with aglepristone during early gestation in cattle.
Changes in serum pregnancy-associated glycoprotein, pregnancy-specific protein B, and progesterone concentrations before and after induction of pregnancy loss in lactating dairy cows.
The accuracy of enzyme-linked-immunosorbent-assay and latex agglutination progesterone test for the validation of estrus and early-pregnancy diagnosis in dairy cattle.
Detection of pregnancy by radioimmunoassay of a novel pregnancy-specific protein in serum of cows and a profile of serum concentrations during gestation.
Accuracy of a pregnancy-associated glycoprotein ELISA to determine pregnancy status of lactating dairy cows twenty-seven days after timed artificial insemination.
Characterization of the bovine pregnancy-associated glycoprotein gene family—Analysis of gene sequences, regulatory regions within the promoter and expression of selected genes.
Effects of resynchronization programs on pregnancy per artificial insemination, progesterone, and pregnancy-associated glycoproteins in plasma of lactating dairy cows.
Light and electron microscopic immunocytochemical studies of the distribution of pregnancy-associated glycoproteins (PAGs) throughout pregnancy in the cow: Possible functional implications.