Heritabilities of the three milk production traits, i. e., milk yield, fat percentage, and fat yield, and genetic, as well as phenotypic, correlations among these characters in Holstein cattle were estimated. Data were taken from the records of the cows in the Hokkaido region in Japan which entered with the Advanced Registry of the Holstein Cattle Association of Japan. A total of 538 daughter-dam pairs were used for analysis on the intra-sire basis.
Doubling the intra-sire regression of daughters on dams gave the heritability estimates of 0.390±0.089, 0.656±0.105, and 0.352±0.092 for milk yied, fat percentage, and fat yield, respectively. Hazel's formula, as modified a little, gave the estimates of genetic correlations of 0.018, 0.774, and 0.527 between milk yield and fat percentage, milk yield and fat percentage and fat yield, respectively. The corresponding estimates of phenotypic correlations were-0.038, 0.820, and 0.478 in the order mentioned above.
In order to examine if there was any trend in the value of heritability with change of the level of milk production, fat percentage, or fat production, a test was made on linearity of intra-sire danghter-dam regressions on which heritability estimates were based. The results indicate that the data agree well with the hypothesis of linearity of regression.
The estimate of genetic correlation (0.018) between milk yield and fat percentage obtained in this study differs markedly fom the ones previously reported mainly by American authors (fairly high negative).
Such difference seems to be more than a mere sampling error, although it is difficult to give reasonably accurate confidence limits to the estimate. Phenotypic correlation was also evaluated as nearly zero. This may reflect differences in ways of selection practised in the past. In any way, such difference in the estimatas appears interesting in connection with the problem of creation and development of negative correlation (genetic or phenotypic) between the components of a production trait, which needs much further scrutiny.
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