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Genetic correlations between the cumulative pseudo-survival rate, milk yield, and somatic cell score during lactation in Holstein cattle in Japan using a random regression model

https://repository.naro.go.jp/records/2534
https://repository.naro.go.jp/records/2534
7ed3c94e-cd47-4ede-b8ed-d7d08d13a2dc
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SC30201804130027_PostPrint.pdf SC30201804130027_PostPrint (536.8 kB)
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Item type 学術雑誌論文 / Journal Article(1)
公開日 2019-05-14
タイトル
タイトル Genetic correlations between the cumulative pseudo-survival rate, milk yield, and somatic cell score during lactation in Holstein cattle in Japan using a random regression model
タイトル
タイトル Genetic correlations between the cumulative pseudo-survival rate, milk yield, and somatic cell score during lactation in Holstein cattle in Japan using a random regression model
言語 en
言語
言語 eng
キーワード
主題Scheme Other
主題 dairy cattle
キーワード
主題Scheme Other
主題 genetic evaluation
キーワード
主題Scheme Other
主題 survivability
キーワード
主題Scheme Other
主題 reliability
キーワード
言語 en
主題Scheme Other
主題 dairy cattle
キーワード
言語 en
主題Scheme Other
主題 genetic evaluation
キーワード
言語 en
主題Scheme Other
主題 survivability
キーワード
言語 en
主題Scheme Other
主題 reliability
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_6501
資源タイプ journal article
著者 佐々木, 修

× 佐々木, 修

佐々木, 修

ja-Kana ササキ, オサム

en SASAKI, Osamu

Search repository
西浦, 明子

× 西浦, 明子

西浦, 明子

ja-Kana ニシウラ, アキコ

en NISHIURA, Akiko

Search repository
武田, 尚人

× 武田, 尚人

武田, 尚人

ja-Kana タケダ, ヒサト

en TAKEDA, Hisato

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抄録
内容記述タイプ Abstract
内容記述 Trends in genetic correlations between longevity, milk yield, and SCS during lactation in cows are difficult to trace. In this study, changes in the genetic correlations between milk yield, SCS, and cumulative pseudo-survival rate (PSR) during lactation were examined, and the effect of milk yield and SCS information on the reliability of EBV of PSR were determined. Test day milk yield, SCS, and PSR records were obtained for Holstein cows in Japan from 2004 to 2013. A random subset of the data was used for the analysis (825 herds, 205,383 cows). This dataset was randomly divided into 5 subsets (162-168 herds, 83,389-95,854 cows), and genetic parameters were estimated in each subset independently. Data were analyzed using multiple-trait random regression animal models including either the residual effect for the whole lactation period (H0), the residual effects for five
lactation stages (H5), or both of these residual effects (HD). Milk yield heritability increased until 310-351 DIM and SCS heritability increased until 330-344 DIM. Heritability estimates for PSR increased with DIM from 0.00 to 0.05. The genetic correlation between milk yield and SCS increased negatively to under -0.60 at 455 DIM. The genetic correlation between milk yield and PSR increased until 342-355 DIM (0.53-0.57). The genetic correlation between the SCS and PSR was -0.82 to -0.83 at around 180 DIM, and decreased to -0.65 to -0.71 at 455 DIM. The reliability of EBV of PSR for sires with 30 or more recorded daughters was 0.17-0.45 when the effects of correlated traits were ignored. The maximum reliability of EBV was observed at 257 (H0) or 322 (HD) DIM. When the correlations of PSR with milk yield and SCS were considered, the reliabilities of PSR estimates increased to 0.31-0.76. The genetic parameter estimates of H5 were the same as those for HD. The rank correlation coefficients of the EBV of PSR between H0 and H5 or HD were greater than 0.9. Additionally, the reliabilities of EBV of PSR of H0 were similar to those for H5 and HD. Therefore, the genetic parameter estimates in H0 were not substantially different from those in H5 and HD. When milk yield and SCS, which were genetically correlated with PSR, were used, the reliability of PSR increased. Estimates of the genetic correlations between PSR and milk yield and between PSR and SCS are useful for management and breeding decisions to extend the herd life of cows.
書誌情報 Journal of Dairy Science
en : Journal of Dairy Science

巻 100, 号 9, p. 7282-7294, 発行日 2017-09
出版者
出版者 Elsevier
ISSN
収録物識別子タイプ ISSN
収録物識別子 0022-0302
DOI
関連タイプ isVersionOf
識別子タイプ DOI
関連識別子 10.3168/jds.2016-12311
権利
権利情報 2017 American Dairy Science Association®.
権利
権利情報 Published by Elsevier Ltd.
情報源
関連名称 SC30201804130027
情報源
関連名称 NARO成果DBa
情報源
関連名称 Green open Access
情報源
関連名称 This journal has an embargo period of 12 months.
情報源
関連名称 この論文は出版社版ではありません。引用の際には出版社版をご利用ください。
情報源
関連名称 This is not the published version. Please cite only the published version.
関連サイト
識別子タイプ DOI
関連識別子 https://doi.org/10.3168/jds.2016-12311
関連名称 Journal of Dairy Science
他の資源との関係
関連名称 author manuscript
著者版フラグ
出版タイプ AM
出版タイプResource http://purl.org/coar/version/c_ab4af688f83e57aa
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