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1 Department of Dairy Science, Virginia Polytechnic Institute and State University, Blacksburg 24061
2 Department of Animal and Dairy Science, University of Georgia, Athens 30602
Corresponding author: B. G. Cassell; e-mail: bcassell{at}vt.edu.
| ABSTRACT |
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Key Words: breed comparison age at first calving first calving interval heat-stress resistance
Abbreviation key: AFC = age at first calving, FCI = first calving interval, HB = farms with Holsteins and Brown Swiss, HJ = farms with Holsteins and Jerseys
| INTRODUCTION |
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Seasonal heat stress may have an impact on reproductive performance even in temperate regions. For example, Alnimer et al. (2002) found that pregnancy rate was higher for cows inseminated in winter (average daily ambient temperature of 10.9°C) than in summer (average daily ambient temperature of 20.2°C) using Italian data. The season of birth of the cow can affect milk production (Barash et al., 1996). Season of birth could also affect age at first calving (AFC) because energy requirements of the calf to maintain thermoneutrality increase with heat stress. At the same time, DMI diminishes. Such effects could delay onset of puberty and increase AFC (Fox and Tylutki, 1998). The effect of birth season on first calving interval (FCI) has not been reported.
Age at first calving and FCI impact profitability (Tozer and Heinrichs, 2001), but AFC has not been widely studied, even though there is evidence that it influences milk production and survivability (Durr et al., 1999). Rajala-Schultz and Frazer (2003), using data from Ohio, found that days from calving to conception increased in cows from 1992 to 1998, but remained stable for heifers. Age at first calving and FCI can be used to evaluate reproductive performance under heat stress.
Comparison of breeds for fertility is justified at an intraherd level because reproductive traits are highly influenced by management (Castillo-Juárez et al., 2000). In this study we used only farms with 2 breeds of cows, i.e., farms with Holsteins and Jerseys (HJ) and farms with Holsteins and Brown Swiss (HB).
The objective of this study was to evaluate breed differences for heat stress resistance by analyzing the effects of geographic location and birth season on AFC and the effects of geographic location and season of first calving on FCI on Holsteins and Jerseys, and Holsteins and Brown Swiss housed in the same farm. The United States was partitioned into 7 regions, and 7 states were studied individually for geographic location effects. Similar climatic conditions were assumed within regions or states, and cows of different breeds in the same farm were assumed to face the same environmental conditions.
| MATERIALS AND METHODS |
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The majority of the farms with 2 breeds had only a few cows of one of the breeds. For such farms, breed, region, and season effects would be poorly estimated. Herd-year-season breed groups of 3 or more cows were required, but most of the farms included had more cows of each breed. Study of FCI requires cows that survive to calve a second time, whereas AFC only requires that cows calve once. In this study we used the same cows for both traits. The impact of requiring a second calving on AFC is unknown. The data used were restricted to cows with their first 2 calvings on the same farm with at least 310 d between calvings. Before edits, the data included 178,090 cows in 1387 herds with Holsteins and Brown Swiss with at least 5 cows per breed. These farms had only 5.2% Brown Swiss cows. After edits, records from 8273 cows in 150 HB farms remained, with 25.6% of the records from Brown Swiss cows. There were 222,528 cows in 2117 HJ farms with 12.8% of Jersey cows before edits, and 17,492 cows in 219 farms with 38.2% Jerseys after edits.
In a preliminary study, we fitted birth season and birth year for analysis of FCI. We found that birth season did influence FCI, but through an indirect relationship to season of first calving. Season of birth influenced insemination season, but conception season determined calving season. We chose to report only the effect of first calving season on FCI.
The states included in this study from the 7 regions of Zwald, et al. (2003) were:
Seven states were analyzed separately for each data set: Wisconsin, Ohio, Oregon, California, Arizona, Texas, and Florida. These states were chosen because they have temperate, warm-humid, and warm-dry climates, and both types of farms, i.e., HB and HJ, with reasonable numbers of Brown Swiss and Jerseys, and contained about 64% of the data. The number of herds and cows per region and state are presented in Tables 1
and 2
, respectively.
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where Y = age at first calving or FCI, µ = the general mean, b = breed, i.e., either Holstein and Brown Swiss, or Holstein and Jersey, r = geographic location, i.e., either regions or states, s = birth season of the cow when analyzing AFC, or first calving season, when analyzing FCI. Seasons were defined as spring (MarchMay); summer (JuneAugust); fall (SeptemberNovember), and winter (DecemberFebruary), yr = year of birth of the cow for the analysis of AFC, or year of first calving for the analysis of FCI, h = herd, nested in r, and
= the residual, assumed ~N (0,
2).
An additional data set with Holsteins from both types of farms was created and analyzed for the states with the same model, but with herd nested in state by "type of Holstein" (Holsteins in HJ farms and Holsteins in HB farms).
Data were analyzed using the MIXED procedure in SAS (SAS Institute, 1999), with the probability differences between least square means tested using the Tukey-Kramer option.
| RESULTS |
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First calving interval.
In the analysis by regions, the effects of geographic location and first calving season were highly significant (P < 0.01). The maximum FCI occurred in the Southeast and when cows calved in spring, and the minimum in the Southwest and when cows calved in fall. Breed and the interactions of breed by region were not significant. Breed difference approached significance in the Southeast (P = 0.08), with 22 d shorter FCI for Brown Swiss than for Holsteins (464 ± 9.0 d for Holsteins vs. 442 ± 10.8 d for Brown Swiss). In the analysis by states, the effects of geographic location (P < 0.01), first calving season (P < 0.01), and the interaction of breed by first calving season (P < 0.01) were significant. The shorter FCI of Brown Swiss relative to Holsteins approached significance for cows first calving in summer (P = 0.07), and in Florida (P = 0.09), with Brown Swiss having 27 d shorter FCI than Holsteins (436 ± 10.0 vs. 409 ± 15.8 d).
Holstein and Jersey
Age at first calving.
In the analysis by regions, all the effects were significant (P < 0.01) except breed by geographic location (P = 0.07). Jerseys were younger than Holsteins at first calving in all regions. The differences were significant in the Central (P = 0.04), Central south (P < 0.01), and Southeast regions (P = 0.02); all of which are areas where heat stress is more likely. In the analysis by states, all the effects were highly significant (P < 0.01). Jerseys were younger at first calving than Holsteins in all states, except in Arizona, but the differences were only significant for the herds in Wisconsin (P = 0.03), California (P = 0.03), and Florida (P = 0.02). Table 5
shows that Jerseys were younger than Holsteins for all birth seasons in regions and states. Differences between breeds were significant (P < 0.01) for cows born in summer (regional data) or born in summer and fall (state data).
First calving interval.
For the analysis by regions, all the effects were highly significant (P < 0.01). Jerseys had shorter FCI than Holsteins in all the breed comparisons in this study (Tables 6
and 7
). Table 6
shows that the differences between Holsteins and Jerseys were largest in the Central south (35 d) and Southeast (26 d), when Holsteins increased FCI more than Jerseys. First calving interval was longest for both breeds in Central south. For the analysis by states, the effects of breed, geographic location, and first calving season were highly significant (P < 0.01), as well as the interaction of breed by first calving season (P = 0.02). Only the interaction of breed by geographic location was not significant (P = 0.12). However, differences between Holsteins and Jerseys were significant for California, Florida, and Texas (P < 0.01), and approached significance (P = 0.06) for Arizona (Table 6
). These cattle in these 4 states were more likely to have experienced heat stress at some point than the cows in the other 3 states. Jerseys had significantly shorter FCI than Holsteins for all first calving seasons in the analysis by regions, and for spring, summer, and winter in the analysis by states (Table 7
).
Holsteins Housed with Brown Swiss and Holsteins Housed with Jerseys
We merged data from individual states from Holsteins housed with Brown Swiss and Holsteins housed with Jerseys to see if Holsteins performed similarly when managed with different breeds. For AFC, the effect of "type of Holstein" and the interaction of "type of Holstein" with birth season were highly significant (P < 0.01). Holsteins housed with Brown Swiss calved for the first time at older ages than did Holsteins housed with Jerseys (800 ± 2.7 vs. 780 ± 2.5 d, respectively). Table 8
shows that the maximum difference occurred in Arizona (46 d) and the minimum in Texas (2 d).
Holsteins housed with Jerseys usually had about a week shorter FCI than did Holsteins with Brown Swiss, but the differences between "types of Holstein" were not significant. The interaction of "type of Holstein" with first calving season was highly significant (P < 0.01). The interaction occurred because Holsteins with Brown Swiss had shorter FCI for the herds in Florida (2 d) and Wisconsin (14 d) than Holsteins with Jerseys.
| DISCUSSION |
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We also observed evidence of heat-stress resistance for Jerseys compared with Holsteins for FCI, as the difference between breeds was greater in the southern areas of the country. Our results agree with VanRaden et al. (2003), who found that Jerseys had higher pregnancy rates than Holsteins or Brown Swiss. Our results are also in accordance with Ruvuna et al. (1983), who reported longer days open for Holsteins than for Brown Swiss or Jerseys or their crosses, particularly in the warm season. Badinga et al. (1985) compared Holsteins, Brown Swiss, and Jerseys and found higher conception rates and fewer services per conception for Jerseys in Florida. Campos et al. (1994) reported higher fertility for Jerseys than for Holsteins in Florida.
Correa-Calderón et al. (2004) concluded that Brown Swiss showed evidence of heat-stress resistance when compared with Holsteins. In our results, Brown Swiss were older at first calving than Holsteins, regardless of region or season. This may be for a reason other than lack of heat-stress resistance. Pirlo et al. (2000) reported average AFC of 995 d from 1972 to 1995 for Brown Swiss in Italy, which is much higher than in the present study. Older AFC for Brown Swiss could be due to rate of maturity, independent of heat-stress resistance. Perhaps the genetic capability of Brown Swiss and management decisions could be confounded, as Brown Swiss have been reported to grow as fast as Holsteins (Ruvuna et al., 1986). Management effects must be important for AFC, because differences between Holstein and Brown Swiss were maximal in California (42 d) and minimal in Arizona (12 d). Brown Swiss had shorter FCI than Holsteins in the regions most likely to produce heat stress, but the differences were not significant. Possibly the small numbers of Brown Swiss reduced our ability to detect significant differences.
The Southwest included the largest number of cows of all regions for both HJ and HB herds. For the Southwest, AFC and FCI for both pairs of breeds were similar to northern regions, suggesting effective implementation of heat abatement procedures. Ray et al. (1992) reported that management practices had improved in Arizona. This state had the lowest AFC and FCI in both types of farms. Cooling techniques that involve sprinklers and fans are more effective in dry than in humid conditions and could be successfully used in Arizona.
Fertility is curtailed under heat stress (Jonsson et al., 1997; Kadzere et al., 2002) and insemination dates are influenced by calving dates. In frequency analyses not shown, we found that most first calvings occurred during the fall, followed by spring or winter, depending on region. Apparently the season to avoid for calvings was summer, especially for the southern regions. Van-Raden et al. (2003), in a study of regional effects on days open in Holsteins, showed that days open fluctuate more across months of calving in the Southeast than in the other regions. Thus for some months, days open in the Southeast is lower than in any other region. This result indicates beneficial effects of voluntary management of days open (Oseni et al., 2003), and as a consequence, of calving interval. Larger standard errors in regions or states most likely to produce heat stress were partly due to relatively low numbers of cows and to seasonality of first calving seasons, and thus, of insemination seasons.
Both types of farms (HB and HJ) were in each of the individual states analyzed. Thus, the differential behavior of Holsteins when paired with Brown Swiss or Jerseys was not the result of unequal distribution of the 2 types of farms throughout the country, but from homogenizing management decisions. Holsteins behaved like the breed with which they were paired, even when FCI was not significantly different between Holsteins from the 2 types of farms.
This study was concerned with breed differences for AFC and FCI, regardless of production level, pedigree quality, or the influence of other traits. Our purpose was to compare the behavior of 2 breeds per data set when they were subject to similar management decisions, under similar environmental conditions. Farms with relatively large numbers of cows of 2 breeds are rare in this country, but they are useful to study breed differences in routine management conditions.
| CONCLUSIONS |
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| ACKNOWLEDGEMENTS |
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Received for publication June 15, 2004. Accepted for publication October 12, 2004.
| REFERENCES |
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T. B. Garcia-Peniche, B. G. Cassell, and I. Misztal Effects of breed and region on longevity traits through five years of age in brown swiss, holstein, and jersey cows in the United States. J Dairy Sci, September 1, 2006; 89(9): 3672 - 3680. [Abstract] [Full Text] [PDF] |
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