Breed and Heterosis Effect
March 1982 Bulletin 828 (technical)
F. M. Peacock, M. Koger E. M. Hodges, and T. A. Olson
Mr. Peacock is a Professor of Animal Science and Dr. Hodges a Professor of Agronomy at the Agricultural Research Center, Ona. Dr. Koger is a Professor and Dr. Olson an Assistant Professor of Animal Genetics in the Animal Science Department, Gainesville.
| INTRODUCTION | MATERIALS AND METHODS | Data Analyses | RESULTS AND DISCUSSION | Reproduction | Calving Rate | Survival Rate | Weaning Rate | Weaning Traits | Age of Calf at Weaning | Condition Score | Estimated 205-day Weight and Weaning Weight | Efficiency of Production | SUMMARY AND CONCLUSIONS | LITERATURE CITED |
Crossbreeding has long been practiced in commercial beef cattle herds of Florida and has increased
rapidly throughout the United States during recent years. Designing effective crossbreeding schemes
is dependent upon information with respect to additive breed and heterosis effects exhibited in crosses
among the breeds now available for crossbreeding. These breeds can be combined conveniently into
three groups with respect to type, size, and origin: (1) the British breeds, (2) the large European
breeds, and (3) Zebu and Zebu-derivative breeds. The purpose of this paper is to present average
breed (additive genetic) and heterosis effects obtained from crosses among the Angus, Charolais, and
American Brahman breeds as representative of the three groups.
The data presented were collected during the second phase of the project, during which Angus,
Brahman, and Charolais sires were each mated to Angus, Brahman, Charolais, and reciprocal
Angus-Brahman, Angus-Charolais, and Brahman-Charolais F1 females (Table 1). The data from the
first phase were reported previously by Peacock et al. (6, 7, 8). This phase included all possible
straightbred and F1 crossbred matings among purebreds or high grades of each of these breeds, a
diallel design. The data presented in this paper include values for reproduction (Peacock and Koger,
9), production traits, and production efficiency, which is estimated as the ratio of calf weight weaned
to weight of dam at weaning (Peacock et al., 10).
| TABLE 1. Design and number of matings. | |||||||
| Breed of dam a | |||||||
| Breed of sire | Angus | Brahman | Charolais | AB+BA | AC+CA | BC+CB | Total |
| Angus | 81 | 76 | 83 | 74 | 65 | 67 | 446 |
| Brahman | 71 | 84 | 73 | 66 | 59 | 62 | 415 |
| Charolais | 75 | 80 | 95 | 78 | 61 | 55 | 444 |
| Total | 227 | 240 | 251 | 218 | 185 | 184 | 1305 |
| aThe data from reciprocal F1 dams were combined on the basis of preliminary analyses. | |||||||
The cattle were maintained on moderately fertilized improved grass pastures consisting mostly of
Pangola digitgrass (Digitaria decumbens L.) and were supplemented with either 5 lb. (2.27 kg) of
molasses or citrus pulp-cottonseed meal (4:1 ratio) per head per day for approximately 90 days during
the late winter and early spring.
The Angus (A) and Brahman (B) cows used in the trial were purebreds, while the Charolais (C) were
high grades (seven-eighths Charolais to purebred Charolais). The original F1 cows were produced
during phase 1 of the project, during which time A, B, and C males and females were mated in a
diallel design. Heifers were first bred at 2 years of age. All matings were by natural service. A total
of 21 sires (seven per breed) were used in the study. Sires were selected on the basis of a favorable
fertility test, above average growth rate and structural soundness. Two sires of each breed were
mated annually to A, B, C, and reciprocal AB, AC, and BC dams.
Approximately 16% of the cows were culled annually for unsoundness or reproductive failure. The
breeding season was restricted to 90 days beginning March 1. Individual records were maintained for
birth, survival, sex, age of calf at weaning, weaning weight, estimated 205-day weight, and condition
score of calves. Scores of 6, 7, and 8 were used to designate low, medium, and high Standard; 9 to
11, Good grades; and 12 to 14, Choice grades as defined in the former USDA grade standard for
slaughter calves.
The analyses of the data were performed on reproduction (Peacock and Koger, 9) and weaning
traits (Peacock et al., 10). The first analysis obtained the 18 breed-of-sire x breed-of-dam subclass
means nested within purebred, F1, backcross, and three-breed cross classes. The second analysis
was a multiple regression analysis to obtain simultaneous estimates of average breed and heterosis
effects for both calf and maternal components as described by Koger et al. (4). The procedure is
based on the assumption that calf and maternal components combine additively, and that hybrid
vigor is linear with respect to breed heterozygosity
The means and genetic effects for both reproductive and weaning performance are shown in Tables
4, 5, 6, 7, 8, and 9. In the evaluation of age of calf at weaning, condition score, estimated 205-day
weight, and weaning weight, the average effects for four mating systems as well as specific breed and
breed cross combinations were considered. The mating systems included purebreed calves on
purebred cows (S1), F1 calves on purebred dams (S2), backcross
calves on F1 dams (S3), and
three-breed cross calves on F1 cows (S4).
| TABLE 2. Mean squares from analyses of variance for reproduction traits. | ||||
| Source | df | Pregnancy rate | Survival rate | Weaning rate |
| Year | 6 | 1.74** | 0.007 | 1.62** |
| Age of dam | 2 | 1.24** | 0.098 | 1.09** |
| Breed of sire (S) | 1 | 1.44** | 0.021 | 1.73** |
| PB vs F1 dams (C)a | 2 | .64** | .451** | 1.36** |
| PB :C1 | 2 | 0.27 | .648** | .47* |
| F1:C2 | 2 | .56** | 0.034 | .67* |
| S x C | 4 | 0.07 | 0.06 | 0.09 |
| S x PB:C1 | 4 | 0.24 | 0.037 | 0.22 |
| S x F1:C2 | 2 | 0.1 | 0.147 | 0.16 |
| Remainder | -b | 0.12 | 0.057 | 0.15 |
| (df in remainder) | (1279) | (1070) | (1279) | |
| *P<.05 | ||||
| **P<.01 | ||||
| a Dam classes, purebred and F1; PB=C; F1=C2 | ||||
| b Shown below mean square for error | ||||
| Table 3. Mean squares from variance analyses for weaning traits. | |||||
| Source | df | Age at weaning | Condition | Weaning weighta | 205-day weighta |
| Year | 6 | 8930** | 11.9** | 100.6** | 172.4** |
| Sex | 1 | 1528 | 39.2** | 411.5** | 442.4** |
| Age of dam | 2 | 8988t* | 21.8** | 157.0** | 43.2** |
| Mating system (S) | 3 | 3604** | 48.5** | 447.9** | 261.9** |
| Breed: S1 | 2 | 5600** | 2.9 | 390.5** | 384.1** |
| F1:S2 | 5 | 2775** | 7.6** | 92.3** | 88.7** |
| Backcross:S3 | 5 | 1409 | 12.1** | 94.0** | 54.7** |
| 3-breed:S4 | 2 | 713 | 1.6 | 37.2** | 45.1** |
| Remainder | 1002 | 834 | 1.7 | 9.1 | 4.7 |
| *P<.05 | |||||
| **P<.01 | |||||
| a (Mean squares) x 10-2 | |||||
Mean calving rates by the different breed of sires were 90%, 83%, and 80% for Brahman,
Charolais, and Angus sires, respectively. The lower calving rates for the Bos taurus sires are in
general agreement with a previous study at this location by Peacock et al. (5) in which pregnancy
rates of 76% and 72%, respectively, were noted for Brahman and Shorthorn sires; and with the report
by Turner et al. (13) from Louisiana. Data from south Florida by Crockett et al. (1), however, showed
that Angus and Hereford sired larger calf crops than Brahman sires.
The most significant feature of the calving rate data was the striking superiority of crosses including
Brahman over the cross that did not. Calving rates for the Angus-Brahman and Brahman-Charolais
crosses were 92% and 90%, respectively, while the rate for the Angus-Charolais crossbred dams was
only 82% (P<.01). The estimates for maternal heterosis effects for calving rate for the
Angus-Brahman, Brahman-Charolais, and Angus-Charolais crossbred dams were 8.7% (P<.01), 9.2%
(P<.01), and 2.2%, respectively (Table 6). The mean rates for purebred dams were not significantly
different from each other, being 82%, 84%, and 77%, respectively for Angus, Brahman, and
Charolais dams, but were lower (P<.01) than the rates for the Angus-Brahman and
Brahman-Charolais crossbred groups. There were no significant breed-of-sire x breed-of-dam
interaction effects influencing calving rate.
| TABLE 4. Least squares means and standard errors for reproduction traits. | |||
| Group or effecta | Pregnancy rate | Survival rate | Weaning rate |
| Mu | 84.4 ± 1.1 | 92.8 ± 1.1 | 78.3 ± 1.3 |
| Purebred dams, straightbred matings | |||
| Angus (A) | 75.3 ± 3.9 | 89.2 ± 3.1 | 67.3 ± 4.4 |
| Brahman (B) | 89.9 ± 3.8 | 90.8 ± 2.9 | 81.9 ± 4.0 |
| Charolais (C) | 79.7 ± 3.5 | 95.0 ± 2.8 | 75.0 ± 4.0 |
| Purebred dams, crossbred matings | |||
| A x B | 78.6 ± 4.0 | 96.0 ± 3.2 | 74.1 ± 4.5 |
| B x A | 92.4 ± 4.1 | 84.1 ± 3.1 | 77.9 ± 4.7 |
| A x C | 69.6 ± 3.8 | 96.8 ± 3.2 | 67.4 ± 4.4 |
| C x A | 78.6 ± 4.0 | 83.4 ± 3.1 | 65.6 ± 4.5 |
| B x C | 82.5 ± 4.1 | 96.8 ± 3.1 | 80.1 ± 4.6 |
| C x B | 82.5 ± 3.9 | 98.8 ± 3.0 | 81.7 ± 4.4 |
| F1 dams, backcrossed matings | |||
| A x (AB,BA) | 92.8 ± 4.0 | 94.5 ± 2.9 | 87.9 ± 4.6 |
| A x (AC,CA) | 76.9 ± 4.3 | 91.6 ± 3.4 | 70.6 ± 4.8 |
| B x (AB,BA) | 93.0 ± 4.2 | 97.9 ± 3.1 | 91.0 ± 4.8 |
| B x (BC,CB) | 91.3 ± 4.4 | 93.0 ± 3.2 | 84.8 ± 5.0 |
| C x (AC,CA) | 75.1 ± 4.4 | 88.6 ± 3.6 | 66.6 ± 5.0 |
| C x (BC,CB) | 94.8 ± 4.6 | 87.9 ± 3.4 | 83.5 ± 5.3 |
| F1 dams, three-breed matings | |||
| A x (BC) | 84.7 ± 4.2 | 97.2 ± 3.2 | 82.6 ± 4.8 |
| B x (AC) | 93.0 ± 4.5 | 96.3 ± 3.3 | 89.5 ± 5.1 |
| C x (AB) | 89.3 ± 3.9 | 91.9 ± 2.9 | 82.1 ± 4.5 |
| Breed of sire | |||
| Angus | 79.7 ± 1.7 | 94.2 ± 1.4 | 75.0 ± 2.0 |
| Brahman | 90.4 ± 1.8 | 93.1 ± 1.3 | 84.2 ± 2.0 |
| Charolais | 83.3 ± 1.7 | 90.0 ± 1.4 | 75.8 ± 2.0 |
| Breed of dam | |||
| Purebred | |||
| Angus | 82.1 ± 2.4 | 85.6 ± 1.8 | 70.3 ± 2.7 |
| Brahman | 83.7 ± 2.3 | 95.2 ± 1.8 | 79.2 ± 2.6 |
| Charolais | 77.3 ± 2.3 | 96.2 ± 1.8 | 74.2 ± 2.6 |
| F1 dams | |||
| (AB,BA) | 91.7 ± 2.4 | 94.8 ± 1.8 | 87.0 ± 2.7 |
| (AC,CA) | 81.7 ± 2.6 | 92.2 ± 2.0 | 75.6 ± 2.9 |
| (BC,CB) | 90.3 ± 2.6 | 92.7 ± 1.9 | 83.6 ± 2.9 |
| a Sire breed is shown first in combinations. | |||
The average survival rates by breed of sire were not significantly different but were inversely related
to mature size of the breeds, being highest for Angus-sired calves (94%) and lowest for Charolais-sired calves (91%).
Conversely, among dam breed groups Angus dams had the lowest calf survival (86%, P<.01).
Differences among other dam groups were not significant. The highest calf survival rate (96%)
was for calves from Charolais dams.
The estimates for average breed (additive genetic) and heterosis effects influencing the calf
component of survival (Table 6) were small and not significant. The only estimate which approached
significance was that of 4.5% heterosis for Brahman-Charolais cross calves. The estimate for maternal
heterosis in Angus-Brahman dams was 4.2% (P<0.05). Estimates for other maternal components
were small and not significant.
| TABLE 5. Summary of results by various mating classes. | |||
| Class of dams | Calving rate, % | Calf survival, % | Weaning rate, % |
| Purebred dams, straightbred matings | 81.6 ± 2.2 | 91.7 ± 1.7 | 74.7 ± 2.4 |
| Purebred dams, crossbred matings | 80.7 ± 1.6 | 92.6 ± 1.3 | 74.5 ± 1.8 |
| Purebred dam means | 81.0 ± 1.8 | 92.3 ± 1.3 | 80.7 ± 1.6 |
| F1 dams, backcross matings | 87.3 ± 1.8 | 92.2 ± 1.3 | 80.7 ± 1.6 |
| F1 dams, three-breed cross matings | 89.0 ± 2.4 | 95.1 ± 1.8 | 84.7 ± 2.8 |
| F1 dam means | 87.9 ± 1.5 | 93.2 ± 1.1 | 82.1 ± 1.7 |
| TABLE 6. Estimated additive breed (A) and heterosis (H) effect for calf (O) and maternal (M) components for reproductive traits. | |||
| Effect | Pregnancy rate | Calf survivala | Weaning ratea |
| Estimated effects ± SE | |||
| Calf component | % | % | % |
| Ao (A) | -2.4 ± 2.3 | 1.6 ± 1.7 | -1.00 ± 2.7 |
| Ao (B) | 3.5 ± 2.3 | -1.3 ± 1.7 | 3.2 ± 2.7 |
| Ao (C) | -1.1 ± 2.3 | -0.3 ± 2.3 | -2.2 ± 2.7 |
| Ho (AB) | 4.4 ± 3.5 | 2.1 ± 2.7 | 4.6 ± 4.0 |
| Ho (AC) | -6.5 ± 3.5 | -2.5 ± 2.8 | -6.6 ± 3.8 |
| Ho (BC) | 0.9 ± 3.4 | 4.5 ± 2.6 | 4.9 ± 3.9 |
| Maternal component | |||
| Am (A) | 1.5 ± 1.7 | -2.6 ± 1.3 | -0.6 ± 1.8 |
| Am (B) | -0.1 ± 1.7 | 0.6 ± 1.3 | -0.3 ± 1.8 |
| Am (C) | -1.4 ± 1.7 | 1.9 ± 1.3 | 0.9 ± 1.8 |
| Hm (AB) | 8.7 ± 2.8** | 4.2 ± 2.1* | 12.2 ± 3.2** |
| Hm (AC) | 2.2 ± 3.1 | 1.8 ± 2.4 | 3.3 ± 3.4 |
| Hm (BC) | 9.2 ± 3.0** | -2.4 ± 2.2 | 6.9 ± 3.4* |
| Heterosis as percent of purebred average | |||
| Ho (AB) | 5.5 ± 4.3 | 2.3 ± 3.0 | 6.2 ± 5.4 |
| Ho (AC) | -8.4 ± 4.5 | -2.7 ± 3.1 | -9.3 ± 5.3 |
| Ho (BC) | 1.1 ± 3.9 | 4.8 ± 2.8 | 6.2 ± 4.9 |
| Hm (AB) | 10.5 ± 3.4 | 4.7 ± 2.3 | 16.4 ± 4.3 |
| Hm (C) | 2.8 ± 4.1 | 1.9 ± 2.6 | 4.6 ± 4.3 |
| Hm (BC) | 10.8 ± 3.5 | -2.6 ± 2.3 | 8.8 ± 4.2 |
| a From analysis of individual 1.0 records. | |||
| * P<.05 | |||
| ** P<.01 | |||
Weaning rates for breed group subclasses varied from a high of 91% for Brahman sires mated to
Angus-Brahman dams, to a low of 66% for Charolais sires mated to Angus dams (Table 4). The latter
resulted from a combination of low values for both calving rate and calf survival. Angus dams mated
to Angus sires likewise had a low weaning rate of 67%. The overall means by sire breed were 84%
for Brahman sires, 76% for Charolais, and 75% for Angus sires. The purebred dams ranked in the
same order with rates of 79%,74%, and 70%, respectively. Rates for the F1 dams were 87%, 84%,
and 76%, respectively, for AB, CB, and AC dams. The respective group means for F1 and purebred
dams were 82% and 75% with maternal heterosis amounting to 9.3% (Table 5).
These data are in agreement with other reports from the southeastern United States (Koger et al.,
3) which generally show high levels of maternal heterosis for Zebu-European breed crosses. Crosses
among European breeds may result in variable heterosis responses depending on trait and
compatibility with respect to size or other characteristics.
The reciprocal Angus-Charolais crosses were not a favorable breed combination with respect to
reproduction in this study. Weaning rate for the reciprocal F1 calves was 66% versus an average of
79% for AB and BC calves. The weaning rate for calves from the Angus-Charolais dams was 76%
versus 85% (P<.01), for the AB and BC dams combined. Differences in weaning rate of this
magnitude are of paramount economic importance in commercial beef cattle production.
Significant (P<.01) differences occurred between mating systems, and between straightbred
matings with only small variations among F1 calves, backcross, or three-breed cross calves (Table
3). Age at weaning among mating groups was 220 days for F1 calves compared to 223 for
straightbred and 227 for backcross and three-breed cross calves (Table 8).Straightbred Brahman
calves were youngest at weaning at 215 days of age; Charolais were 220 days of age at weaning;
and Angus were oldest at 234 days (Table 7). These results could be due to variations in gestation
length among breeds, or could possibly have been influenced by time of conception. Maternal
heterosis levels for F1 cows (Table 9) were positive for age of calves at weaning: 1.3% for AB
3.2% (P<.05) for AC, and 4.5% (P<.01) for BC cows, indicating conception earlier than the
average for their parental breeds.
Condition Score
Calf condition score reflects thrift and adaptability of the individual calf and maternal (milking)
ability of the cow. The overall least squares mean for condition score was 9.8 (Table 7). Significant
(P<.01) variations occurred among mating groups; 9.1 for purebreds, 9.7 for F1 crosses, 10.0 for
backcrosses, and 10.3 for three-breed cross calves. No differences were observed among purebreds
or three-breed cross calves (Table 3).
Condition score differences among F1 and backcross calves were significant (P<.01). Combined
reciprocal F1 calf averages showed both the AB and AC calves with higher (P<.01) condition scores
than BC reciprocals. Between reciprocals, A x B calves scored higher (P<.01) than B x A, and C x
B calves higher (P<.01) than B x C calves. These results show a positive influence of the Brahman
female for calf condition score compared with Angus and Charolais cows. However, additive
maternal effects on calf condition score were not shown to be significant (Table 9).
Backcross calves from F1 AB cows had a higher (P<.01) condition score than calves from either
AC or BC cows. There were no differences between backcross calves mothered by the same cow
breed, whereas three-breed calves from both F1 AC and BC cows scored higher than backcross
calves from the same dam breeds (Table 7). The coefficients for average breed effects for calf
condition scores were negative (P<.05) for the Brahman breed, and slightly positive for Angus and
Charolais (Table 9).
The heterosis levels for condition score in reciprocal F1 calves were 11.1% for AB, 3.6% for AC,
and 4.8% for BC calves (Table 9). Maternal heterosis for calf condition scores exhibited by F1 cows
(P<.01) was 9.9% for AB, 4.3% for AC, and 4.9% for BC crosses. These values indicate that all F1
cows provided a more favorable environment for their calves than the average of their parental
breeds, with F1 AB cows especially excelling in these traits.
| TABLE 7. Least squares mating group means and standard errors for weaning traits. | |||||
| Group or effecta | Observations, n | Age at weaning, days | Condition score | Weaning weight, lb* | 205-day weight, lb* |
| Mu | 1029 | 224.3 ± 1.12 | 9.8 ± .05 | 473.4 ± 2.6 | 441.0 ± 1.9 |
| Purebreds | |||||
| Angus (A) | 56 | 234.1 ± 4.0 | 9.2 ± .18 | 403.8 ± 9.1 | 366.6 ± 6.6 |
| Brahman (B) | 69 | 215.6 ± 3.6 | 8.8 ± .16 | 398.5 ± 8.3 | 384.7 ± 6.0 |
| Charolais (C) | 73 | 220.2 ± 3.5 | 9.2 ± .16 | 491.7 ± 8.0 | 465.5 ± 5.8 |
| F1 calves, purebred dams | |||||
| A x B | 57 | 220.7 ± 3.9 | 10.3 ± .17 | 452.9 ± 8.9 | 427.5 ± 6.5 |
| B x A | 54 | 217.0 ± 4.0 | 9.6 ± .18 | 428.0 ± 9.2 | 412.9 ± 6.7 |
| A x C | 58 | 216.3 ± 3.9 | 9.9 ± .17 | 477.6 ± 9.0 | 457.1 ± 6.5 |
| C x A | 51 | 233.0 ± 4.1 | 9.4 ± .18 | 449.5 ± 9.4 | 406.3 ± 6.8 |
| B x C | 60 | 211.8 ± 3.8 | 9.6 ± .17 | 464.0 ± 8.7 | 454.7 ± 6.3 |
| C x B | 66 | 219.7 ± 3.6 | 9.6 ± .16 | 503.4 ± 8.3 | 474.8 ± 6.1 |
| Backcross calves on F1 dams | |||||
| A x (AB,BA) | 67 | 230.9 ± 3.6 | 10.7 ± .16 | 495.5 ± 8.3 | 450.6 ± 6.0 |
| A x (AC,CA) | 45 | 226.7 ± 4.3 | 9.6 ± .19 | 449.4 ± 10.0 | 415.8 ± 7.2 |
| B x (AB,BA) | 60 | 224.5 ± 3.8 | 10.4 ± .17 | 488.1 ± 8.7 | 454.1 ± 6.3 |
| B x (BC,CB) | 52 | 218.5 ± 4.0 | 9.8 ± .18 | 467.5 ± 9.3 | 445.9 ± 6.8 |
| C x (AC,CA) | 41 | 232.6 ± 4.6 | 9.7 ± .20 | 507.1 ± 10.5 | 457.0 ± 7.6 |
| C x (BC,CB) | 46 | 231.0 ± 4.3 | 9.6 ± .19 | 540.1 ± 9.9 | 491.1 ± 7.2 |
| Three-breed calves on F1 dams | |||||
| A x (BC,CB) | 56 | 230.3 ± 3.9 | 10.5 ± .17 | 501.4 ± 8.9 | 456.4 ± 6.5 |
| B x (AC,CA) | 52 | 227.1 ± 4.1 | 10.2 ± .18 | 495.3 ± 9.3 | 455.8 ± 6.8 |
| C x (AB,BA) | 66 | 223.4 ± 3.6 | 10.2 ± .16 | 528.0 ± 8.3 | 488.9 ± 6.1 |
| Breed of sire | |||||
| Angus | 339 | 228.2 ± 1.6 | 10.0 ± .07 | 463.5 ± 3.7 | 428.9 ± 2.6 |
| Brahman | 347 | 219.1 ± 1.6 | 9.7 ± .07 | 456.9 ± 3.7 | 434.8 ± 2.6 |
| Charolais | 343 | 226.6 ± 1.6 | 9.6 ± .07 | 503.4 ± 3.7 | 463.9 ± 2.6 |
| Breed of dam | |||||
| Purebred | |||||
| Angus | 161 | 228.0 ± 2.3 | 9.4 ± .10 | 427.1 ± 5.3 | 395.4 ± 4.2 |
| Brahman | 192 | 218.7 ± 2.1 | 9.6 ± .09 | 451.6 ± 5.0 | 429.1 ± 3.5 |
| Charolais | 191 | 216.1 ± 2.2 | 9.5 ± .10 | 477.8 ± 5.0 | 459.1 ± 3.5 |
| F1 dams | |||||
| (AB,BA) | 193 | 226.3 ± 2.1 | 10.4 ± .09 | 503.8 ± 5.0 | 464.4 ± 4.0 |
| (AC,CA) | 138 | 228.8 ± 2.5 | 9.8 ± .11 | 484.0 ± 5.7 | 442.8 ± 4.2 |
| (BC,CB) | 154 | 226.6 ± 2.3 | 10.0 ± .10 | 503.0 ± 5.5 | 464.4 ± 4.0 |
| * Kg = mean x 0.454 | |||||
| TABLE 8. Least squares mating group means and standard errors for weaning traits. | |||||
| Mating Systems | Observations | Age at weaning, days | Condition score | Weaning weight, lb* | 205-day weight, lb* |
| Purebred calves | 198 | 223.3 ± 2.2 | 9.1 ± .10 | 431.3 ± 5.1 | 405.6 ± 3.7 |
| F1 calves, PB dams | 346 | 219.7 ± 1.7 | 9.7 ± .08 | 462.6 ± 3.9 | 438.9 ± 2.8 |
| Backcross calves F1 dams |
311 | 227.4 ± 1.8 | 10.0 ± .08 | 491.3 ± 4.0 | 452.4 ± 2.9 |
| Three-breed calves F1 dams |
174 | 226.9 ± 2.6 | 10.3 ± .10 | 508.2 ± 5.2 | 467.0 ± 3.8 |
| * Kg = mean x 0.454 | |||||
Differences among mating groups for weaning weight were significant (P<.01): 431 lb (196 kg) for
purebreds, 463 lb (210 kg) for F1, 491 lb (223 kg) for backcross, and 508 lb (231 kg) for three-breed
cross calves (Table 8). Among the straightbreds, the Charolais calves were heaviest (P<.01) at 492
lb (223 kg), with Angus and Brahman calves at 404 lb (183 kg) and 399 lb (181 kg), respectively.
Significant differences (P<.01) were also observed between F1 calves (Table 3). The combined
reciprocal F1 BC calves weighed 43 lb (20 kg) (P<.01) more than the AB and 20 lb (9 kg) more than
reciprocal AC calves. These results express the large breed effects for growth of the Charolais in
breed crosses (Table 7).
Significant differences (P<.01) were observed between backcross calves for weaning weight (Table
3). Although no differences were observed between A x AB and B x AB calves, C x AC calves were
heavier (P<.01) at 507 lb (203 kg) than the A x AC calves at 449 lb (204 kg). The C x BC calves
were also heavier (P<.01) at 540 lb (245 kg) than B x BC calves at 468 lb (212 kg). These data also
express the large additive genetic potential for growth in the Charolais when compared to the Angus
and Brahman breeds. The only difference between cow breed type nursing backcross calves was that
F1 BC cows weaned heavier calves than F1 AC cows (P<.05) (Table 7).
Variations among weaning weights of three-breed cross calves were significant (P<.05) at 501 lb
(227 kg), 495 lb (225 kg), and 528 lb (240 kg) for A x BC, B x AC, and C x AB calves, respectively.
These results again demonstrate the genetic potential for growth in the Charolais.
The coefficients for additive breed effects (Table 9) for weaning weight of calves were large and
negative (P<.01) for Brahman, large and positive (P<.01) for Charolais, and negative but not
significant for Angus. These results for Angus and Charolais calves would be anticipated considering
the general characteristics of the two breeds. The large negative value for Brahman calves is explained
by the slow growth rate in purebred Brahman calves, coupled with large heterosis values for Brahman
crosses.
Heterosis levels for F1 calf weights were all positive: 11.6% (P<.01) for AB and BA crosses, 8.2%
for BC and CB crosses (P<.01), and 0.7% (not significant) for AC and CA crosses (Table 9). These
values show the importance of including the Brahman breed in crossbreeding systems in Florida.
Average maternal effects were positive (P<.01) for Brahman and negative (P<.05) for Charolais,
with Angus slightly negative but not significant. Estimated heterosis for maternal performance for
weaning weight of calves in F1 cows was 14.5% (P<.01) for AB, 8.9% (P<.01) for BC, and 7.6%
(P<.01) for AC. Those F1 cows with Brahman as one of the breeds were superior to the all-European
crosses, with the highest heterosis being observed in the F1 AB cow.
| TABLE 9. Estimated additive breed and heterosis effects for weaning traits. | ||||
| Effect | Age at weaning, days | Condition score | Weaning weight, lb* | 205-day weight, lb* |
| Calf component | ||||
| Ao (A) | 1.6 ± 3.0 | .13 ± .09 | -6.6 ± 7.1 | -7.9 ± 5.3 |
| Ao (B) | -8.4 ± 2.9** | -.22 ± .09* | -58.7 ± 6.8** | -39.7 ± 5.1** |
| Ao (C) | 6.8 ± 3.1* | .09 ± .09 | 65.3 ± 7.3** | 47.6 ± 5.3** |
| Ho (AB) | -2.7 ± 3.4 | 1.00 ± .09** | 46.7 ± 7.9** | 45.6 ± 5.7** |
| Ho (AC) | -4.8 ± 3.5 | .33 ± .10** | 3.1 ± 8.2 | 8.4 ± 6.0 |
| Ho (BC) | -3.2 ± 3.2 | .43 ± .09** | 36.4 ± 7.5** | 38.6 ± 5.5** |
| Maternal component | ||||
| Am (A) | 1.7 ± 2.3 | .11 ± .09 | -3.7 ± 5.3 | -6.0 ± 4.0* |
| Am (B) | 4.0 ± 2.2 | .09 ± .09 | 17.2 ± 5.1** | 7.3 ± 3.5* |
| Am (C) | -5.7 ± 2.5* | .01 ± .09 | -13.5 ± 5.7* | -1.3 ± 4.2 |
| Hm (AB) | 2.9 ± 2.6 | .94 ± .07** | 63.7 ± 6.0** | 53.6 ± 4.4** |
| Hm (AC) | 7.1 ± 3.1 | .41 ± .09** | 34.4 ± 7.1** | 19.0 ± 5.1** |
| Hm (BC) | 9.7 ± 2.8** | .47 ± .08** | 41.2 ± 6.4** | 21.8 ± 4.6** |
| Heterosis as percent of purebred average | ||||
| Ho (AB) | -1.2 ± 1.5 | 11.1 ± 1.0 | 11.6 ± 2.0 | 12.1 ± 1.5 |
| Ho (AC) | -2.1 ± 1.5 | 3.6 ± 1.1 | .7 ± 1.8 | 2.0 ± 1.5 |
| Ho (BC) | -1.5 ± 1.5 | 4.8 ± 1.0 | 8.2 ± 1.7 | 9.1 ± 1.3 |
| Hm (AB) | 1.3 ± 1.2 | 9.9 ± .7 | 14.5 ± 1.4 | 13.0 ± 1.1 |
| Hm (AC) | 3.2 ± 1.4 | 4.3 ± .9 | 7.6 ± 1.6 | 4.5 ± 1.2 |
| Hm (BC) | 4.5 ± 1.3 | 4.9 ± .8 | 8.9 ± 1.4 | 4.9 ± 1.0 |
| * Kg = mean x 0.454 | ||||
A measure of production efficiency can be expressed as a ratio of calf weaning weight to cow
weight. These ratios for each mating system and each specific cross within each system are shown
in Table 11. An additional important component of overall production efficiency is weaning rate.
Therefore, the calf weight to cow weight ratio was multiplied by weaning rate to provide a measure
of production per unit of cow weight exposed to breeding (Table 11).
Average production efficiency ratios were 0.34, 0.36, 0.40, and 0.43 for purebred, F1, backcross,
and three-breed cross production, respectively. Using the average value for purebreds (0.34) as the
basis for comparison, the advantages for the F1 calves on purebred dams, backcross calves
on F1 dams, and three-breed calves on F1
dams were 5.9, 17.6, and 26.5%, respectively. The mean ratios
for Brahman-Angus and Brahman-Charolais F1 females were 0.45 and 0.40, respectively. Both
surpass that of the Charolais-Angus crosses (0.33). These values reemphasize both the importance
of crossbreeding and the effect of the Brahman breed for improvement of production efficiency in
beef cattle.
| TABLE 10. Least squares means for cow weights and condition score recorded when their calves were weaned. | ||
| Breed Group | Weight, lb* --------- Mean ± SE |
Condition --------- Mean ± SE |
| Purebreds | ||
| Angus | 856 ± 7.7 | 5.3 ± .09 |
| Brahman | 946 ± 8.2 | 5.7 ± .08 |
| Charolais | 1076 ± 8.4 | 5.4 ± .09 |
| F1 crosses | ||
| (AB,BA) | 979 ± 7.9 | 5.8 ± .08 |
| (AC,CA) | 988 ± 8.6 | 5.8 ± .09 |
| (BC,CB) | 1052 ± 8.4 | 5.6 ± .09 |
| * Kg = mean x 0.454 | ||
| TABLE 11. Relative production effciency. | |||
| Group | Calf weaning weight / cow weight |
Weaning rate, % |
Productive efficiency ratioa |
| Purebreds | |||
| Angus (A) | .47 | 67.3 | .32 |
| Brahman (B) | .42 | 81.9 | .34 |
| Charolais (C) | .46 | 75.0 | .35 |
| System mean | .45 | 74.7 | .34 |
| Purebred dams with F1calves | |||
| A x B | .48 | 74.1 | .36 |
| B x A | .50 | 77.9 | .39 |
| A x C | .44 | 67.4 | .30 |
| C x A | .53 | 65.6 | .35 |
| B x C | .43 | 80.1 | .34 |
| C x B | .53 | 81.7 | .43 |
| System mean | .49 | 74.5 | .36 |
| F1 dams with backcross calves | |||
| A x (AB,BA) | .51 | 87.9 | .45 |
| A x (AC,CA) | .45 | 70.6 | .32 |
| B x (AB,BA) | .50 | 91.0 | .46 |
| B x (BC,CB) | .44 | 84.8 | .37 |
| C x (AC,CA) | .51 | 66.6 | .34 |
| C x (BC,CB) | .51 | 83.5 | .43 |
| System mean | .49 | 80.7 | .40 |
| F1 dams with three-breed calves | |||
| A x (BC,CB) | .48 | 82.6 | .40 |
| B x (AC,CA) | .50 | 89.5 | .45 |
| C x (AB,BA) | .54 | 82.1 | .44 |
| System mean | .51 | 84.7 | .43 |
| a Efficiency = (Calf weaning weight/cow weight) x weaning rate. | |||
The most important influences on calving rate were breed of sire (90%, 83%, and 80% for B, C,
and A sires, respectively) and class of dam (88% versus 81% for F1 versus purebreds). The highest
calving rate among dam groups was 92% for reciprocal F1 AB crossbreds; the lowest was 82% for
A and F1 AC dams. Survival rate of calves from Angus dams was 86% compared to 95% and 96%
for Brahman and Charolais dams, respectively. Calf survival rates were 94% for A sires, 93% for B,
and 91% for C sires. The most important influence on weaning rate was breed group of dams. Means
varied from 70% for Angus to 87% for AB dams. The mean weaning rate of F1 dams was 82%
versus 75% for purebreds. Among crossbred cows, the two groups of Brahman crosses, AB and CB
(86%), had higher weaning rates than the AC crosses (76%).
There were no significant additive breed or maternal effects for reproductive traits. Estimates for
maternal heterosis for calving rate of F1 dams were 8.7% (P<.01), 9.2% (P<.01), and 2.2% for AB,
BC, and AC dams, respectively. The only significant (P<.05) estimate of heterosis for calf survival
rate was 4.2% for the F1 AB dams. Heterosis estimates for weaning rate were 12.2% (P<.01), 6.9%
(P<.05), and 3.3% for F1 AB, BC, and AC dams, respectively.
Heterosis for early calving was negative for straightbred cross matings, but positive for F1 dams
at 9.7 (P<.01) for BC dams, 7.1 (P<.05) for AC, and 2.9 for F1 AB dams. Calf condition scores were
negatively (P<.01) influenced by Brahman breeding; whereas heterosis for condition score was
positive (P<.01) for all F1 calves and calves on F1 dams, with the F1 AB calf and dam highest.
Estimates for additive breed effects on weaning weights were negative for Brahman (P<.01) and
positive for Charolais (P<.01); whereas maternal effects were positive for Brahman dams (P<.01) and
negative for Charolais (P<.01). Heterosis estimates for weaning weight were 12% (P<.01), 1%, and
8% (P<.01), for F1 AB, AC, and BC calves, respectively. Maternal heterosis estimates were 15%
(P<.01), 8% (P<.01), and 9% (P<.01) for F1 AB, AC, and BC dams.
Approximate relative production efficiency ratios were computed for different mating groups as
(calf weight/cow weight) x weaning rate. Using the average value of purebred (0.34) as a basis of
comparison, the advantages for F1 calves on purebred dams, backcross calves on F1 dams, and
three-breed calves on F1 dams were 5.9, 17.6, and 26.5%, respectively. The mean efficiency ratios
for the Brahman-Angus and Charolais-Brahman F1 females were 0.45 and 0.40, respectively, both
values surpassing that of the Angus-Charolais The value of incorporating Zebu (Brahman) germ
plasm into crossbreeding systems in this region is made very clear in this study; it is also becoming
apparent that Zebu germ plasm can have application in more temperate areas (14).