Frazier E L, Sprott L R, Sanders J O, Dahm P F, Crouch J R, Turner J W
Department of Animal Science, Texas A&M University, College Station 77843-2471, USA.
J Anim Sci. 1999 Jun;77(6):1322-8. doi: 10.2527/1999.7761322x.
Field records from the American Angus Association were used to study the associations of sire marbling score EPD and sire weaning weight maternal (milk) EPD with age at first calving (AFC) and calving interval (CI). Cows were selected based on the accuracy of their sire's milk (> or =.7) or marbling (> or =.6) EPD. The data were screened using biological constraints, and regression models were used to identify records that were greater than 5 SD from the mean. The AFC was modeled for both milk and marbling data sets to account for effects of year, sire EPD, and their interaction. The CI was subdivided into first, second, and mature calving interval traits and modeled to account for state, year, calf sex, calf birth weight (BW), calf weaning weight (WW), sire EPD, and interactions of EPD with year and state. Derivative-free REML was used to estimate heritability and genetic correlations for AFC and CI. Sire milk EPD and marbling EPD were predictors of AFC (P < .001); however, pooled estimates were unreliable because of state x EPD interactions (P < .001). Increases in sire milk EPD resulted in reductions in AFC; however, there was no consistent pattern to effects of marbling EPD increases. Models accounted for < 8% of variation in AFC. Sire milk EPD was not a predictor of first, second, or mature CI (P > .1). Sire marbling score EPD was not a predictor of second, or mature CI (P > .1); however, it was associated (P = .059) with first CI, although regression estimates varied across states and prevented pooling. The BW, sex, and WW were predictors of CI (P < .001). Increases in BW resulted in longer mature CI, and mature CI decreased as WW increased. The AFC was heritable (.22), and CI traits had heritabilities ranging from .01 to .03. The AFC was genetically correlated with first CI (-.6) and mature CI (-.93). Genetic correlations between CI traits were uninterpretable because of low additive genetic variances. In conclusion, sire marbling score and milk EPD do not seem to be reliable predictors of AFC or CI. The BW and WW have significant but small effects on AFC and CI. Selection for AFC is possible, but earlier calving heifers may have longer calving intervals.
美国安格斯协会的田间记录被用于研究父本大理石花纹评分预期子代差异(EPD)和父本断奶体重母体(产奶量)EPD与初产年龄(AFC)和产犊间隔(CI)之间的关联。根据其父亲产奶量(≥0.7)或大理石花纹(≥0.6)EPD的准确性来选择母牛。利用生物学限制条件对数据进行筛选,并使用回归模型来识别与均值相差超过5个标准差的记录。对产奶量和大理石花纹数据集的AFC进行建模,以考虑年份、父本EPD及其交互作用的影响。CI被细分为第一、第二和成熟产犊间隔性状,并进行建模以考虑州、年份、犊牛性别、犊牛出生体重(BW)、犊牛断奶体重(WW)、父本EPD以及EPD与年份和州的交互作用。使用无导数约束最大似然法(DF-REML)来估计AFC和CI的遗传力和遗传相关性。父本产奶量EPD和大理石花纹EPD是AFC的预测因子(P < 0.001);然而,由于州×EPD交互作用(P < 0.001),合并估计值不可靠。父本产奶量EPD的增加导致AFC降低;然而,大理石花纹EPD增加的影响没有一致的模式。模型解释的AFC变异小于8%。父本产奶量EPD不是第一、第二或成熟CI的预测因子(P > 0.1)。父本大理石花纹评分EPD不是第二或成熟CI的预测因子(P > 0.1);然而,它与第一CI相关(P = 0.059),尽管回归估计值因州而异,无法合并。BW、性别和WW是CI的预测因子(P < 0.001)。BW的增加导致成熟CI延长,而成熟CI随着WW的增加而缩短。AFC具有遗传性(0.22),CI性状的遗传力范围为0.01至0.03。AFC与第一CI(-0.6)和成熟CI(-0.93)存在遗传相关性。由于加性遗传方差较低,CI性状之间的遗传相关性无法解释。总之,父本大理石花纹评分和产奶量EPD似乎不是AFC或CI的可靠预测因子。BW和WW对AFC和CI有显著但较小的影响。对AFC进行选择是可能的,但较早产犊的小母牛可能有较长的产犊间隔。