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Estimación de parámetros genéticos para vida productiva, vida productiva funcional, características de producción de leche, características reproductivas y características de conformación en caprinos productores de leche. Colegio de Postgraduados
Castañeda Bustos, Vielka Jeanethe.
Se obtuvieron los estimados de heredabilidad y las correlaciones genéticas y fenotípicas de producción de leche, reproducción y conformación con la vida productiva, real y funcional, a los 72 meses de edad en cabras lecheras utilizando el modelo animal. La vida productiva se definió como el total de días registrados en producción hasta los 72 meses de edad (VP72). La vida productiva funcional (VPF72), se obtuvo corrigiendo la VP72 para las producciones de leche (PL), grasa (PG) y proteína (PP), y calificación final de tipo (CF). Se usaron índices de selección incluyendo o excluyendo VP72 para estimar las respuestas a la selección considerando PL, PG, PP y VP72 como criterios de selección. Los principales criterios que determinaron el desecho de una cabra...
Palavras-chave: Vida productiva; Características de conformación; Heredabilidad; Correlación genética; Índice de selección; Productive life; Type traits; Heritability; Genetic correlation; Selection index; Ganadería; Doctorado.
Ano: 2013 URL: http://hdl.handle.net/10521/2128
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Parámetros genéticos en características de crecimiento y densidad de la madera en progenies de Eucalyptus grandis Colegio de Postgraduados
Harrand, Leonel.
Con el fin de determinar la estructura genética de las características de crecimiento y densidad de la madera (evaluada de manera directa y a través de la penetración del Pilodyn) y estimar la respuesta esperada a la selección masal en una población de Eucalyptus grandis formada por familias del NE de Queensland (Australia), se evaluó un ensayo de progenies a los 4.5 y 8.5 años de edad, establecido en tres sitios del NE argentino. Aunque se encontró una amplia variabilidad genética en todas las características evaluadas, las características de crecimiento [diámetro (DAP), altura (HT) y volumen (VOL)] mostraron diferente estructura y grado de control genético con respecto a las otras características [rectitud de fuste (FORM), proporción de corteza (COR) y...
Tipo: Tesis Palavras-chave: Heredabilidad; Correlación genética; Correlación edad-edad; Estabilidad genética; Respuesta a la selección; Selección indirecta; Selección temprana; Densidad de la madera; Pilodyn; Maestría; Forestal; Heritability; Genetic correlation; Age-age correlation; Genetic stability; Response to selection; Indirect selection; Early selection; Wood density.
Ano: 2007 URL: http://hdl.handle.net/10521/1648
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Age-age correlation for early selection of rubber tree genotypes in São Paulo State, Brazil Genet. Mol. Biol.
Gonçalves,Paulo de Souza; Bortoletto,Nelson; Cardinal,Átila Bento Beleti; Gouvêa,Lígia Regina Lima; Costa,Reginaldo Brito da; Moraes,Mário Luiz Teixeira de.
In a field trial involving 68 rubber tree (Hevea spp.) clones calculation of genotypic correlation coefficients revealed significant age-age correlation from age 1 to 6 (immature period) for girth A and for age 7 to 12 (mature period) for girth B and for age 7 to 12 (production of latex) for yield. Rank correlation coefficients between all immature ages of girth (girth A), all ages of mature girth (girth B) and all annual rubber production (yield) were significant for the three traits, with the coefficients decreasing with increasing age. Selection of the sets of best 30, 15, 10 and 5 clones from the available 68 clones at a given age was generally accompanied by a descending order of percentage success. It was suggested: (a) to have the best 30 clones of...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Hevea brasiliensis; Early clonal multiplication; Genetic correlation; Rank correlation; Evaluation of clones.
Ano: 2005 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572005000500018
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Genetic parameters and relationships between growth traits and scrotal circumference measured at different ages in Nellore cattle Genet. Mol. Biol.
Boligon,Arione Augusti; Baldi,Fernando; Albuquerque,Lucia Galvão de.
Records from 106,212 Nellore animals, born between 1998 and 2006, were used to estimate (co)variance components and genetic parameters for birth weight (BW), average weight gains from birth to weaning (GBW), average weight gains from weaning to after yearling (GWAY), weaning hip height (WHH), postweaning hip height (PHH) and scrotal circumferences at 9 (SC9), 12 (SC12) and 15 (SC15) months of age. (Co)variance components were estimated by an animal model using multi-trait analysis. Heritability estimates for BW, GBW, GWAY, WHH, PHH, SC9, SC12 and SC15 were 0.31 ± 0.01; 0.25 ± 0.02; 0.30 ± 0.04; 0.51 ± 0.04; 0.54 ± 0.04; 0.39 ± 0.01; 0.41 ± 0.01 and 0.44 ± 0.02, respectively. Genetic correlations between growth traits ranged from 0.09 ± 0.01 to 0.88 ± 0.01,...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Beef cattle; Genetic correlation; Hip height; Average weight gain.
Ano: 2011 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572011000200010
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Genetic parameters for body weight, carcass chemical composition and yield in a broiler-layer cross developed for QTL mapping Genet. Mol. Biol.
Nunes,Beatriz do Nascimento; Ramos,Salvador Boccaletti; Savegnago,Rodrigo Pelicioni; Ledur,Mônica Corrêa; Nones,Kátia; Klein,Claudete Hara; Munari,Danísio Prado.
The objective of this study was to estimate genetic and phenotypic correlations of body weight at 6 weeks of age (BW6), as well as final carcass yield, and moisture, protein, fat and ash contents, using data from 3,422 F2 chickens originated from reciprocal cross between a broiler and a layer line. Variance components were estimated by the REML method, using animal models for evaluating random additive genetic and fixed contemporary group (sex, hatch and genetic group) effects. The heritability estimates (h²) for BW6, carcass yield and percentage of carcass moisture were 0.31 ± 0.07, 0.20 ± 0.05 and 0.33 ± 0.07, respectively. The h² for the percentages of protein, fat and ash on a dry matter basis were 0.48 ± 0.09, 0.55 ± 0.10 and 0.36 ± 0.08,...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Broiler; Carcass composition; Genetic correlation.
Ano: 2011 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572011000300011
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Genetic analyses of days to calving and their relationships with other traits in a Canchim cattle herd Genet. Mol. Biol.
Mucari,Talita Buttarello; Alencar,Maurício Mello de; Barbosa,Pedro Franklin; Barbosa,Rogério Taveira.
Heritabilities and genetic correlations in a Canchim beef cattle herd were estimated using data on the following traits: male scrotal circumference at twelve months (SC12); days to first calving (DFC) for heifers; days to calving (DC) for cows; male and female weight (W) at twelve months (W12); heifer weight at the start of the first breeding season (WFBS) and at first calving (WFC); and cow weight at the start of the breeding season (WBS) and at calving (WC). Analyses of the DFC and DC traits were carried out excluding and including penalized (DFC P and DC P) non-calving females. The restricted maximum likelihood method was used, applying one-trait models for the DFC and DC analyses and two-trait models for analyses of DFC and DC combined with the other...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Beef cattle; Body weight; Days to calving; Days to first calving; Genetic correlation; Heritability; Scrotal circumference.
Ano: 2007 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572007000600007
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Genetic analysis of the infestation of females of the Caracu cattle breed by Horn Fly (Haematobia irritans irritans) (L.) (Diptera, Muscidae) Genet. Mol. Biol.
Fraga,Angelina Bossi; Alencar,Maurício Mello de; Figueiredo,Leopoldo Andrade de; Razook,Alexander George; Cyrillo,Joslaine Noely dos Santos Gonçalves.
The objective of this study was to evaluate environmental factors that affect infestation of Caracu cattle breed by horn fly (Haematobia irritans) and to estimate genetic parameters for level of infestation. Infestation was evaluated on females from two herds in two consecutive years. Total number of flies on animals (FC) was counted, an infestation score (FS: 1 to 5) was recorded according to the estimated number of flies on animals, and number of parasites in photographs (FF) taken when the animals were evaluated was also counted. On each animal from one to eight observations were taken. A total of 3,836, 2,751 and 3,754 records from 718 animals were obtained for FC, FF and FS, respectively. The incidence of flies was lower during winter and higher...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Genetic correlation; Heritability; Horn fly counts; Repeatability.
Ano: 2005 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572005000200011
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Genetic parameters for growth, reproductive and maternal traits in a multibreed meat sheep population Genet. Mol. Biol.
Lôbo,Ana Maria Bezerra Oliveira; Lôbo,Raimundo Nonato Braga; Paiva,Samuel Rezende; Oliveira,Sônia Maria Pinheiro de; Facó,Olivardo.
The genetic parameters for growth, reproductive and maternal traits in a multibreed meat sheep population were estimated by applying the Average Information Restricted Maximum Likelihood method to an animal model. Data from a flock supported by the Programa de Melhoramento Genético de Caprinos e Ovinos de Corte (GENECOC) were used. The traits studied included birth weight (BW), weaning weight (WW), slaughter weight (SW), yearling weight (YW), weight gain from birth to weaning (GBW), weight gain from weaning to slaughter (GWS), weight gain from weaning to yearling (GWY), age at first lambing (AFL), lambing interval (LI), gestation length (GL), lambing date (LD - number of days between the start of breeding season and lambing), litter weight at birth (LWB)...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Age at first lambing; Genetic correlation; Heritability; Body weight; Litter weight.
Ano: 2009 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572009000400016
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Phenotypic plasticity of Myzus persicae (Hemíptera: Aphididae) raised on Brassica oleracea L. var. acephala (kale) and Raphanus sativus L. (radish) Genet. Mol. Biol.
Peppe,Fernanda Borja; Lomônaco,Cecília.
The study of variability generated by phenotypic plasticity is crucial for predicting evolutionary patterns in insect-plant systems. Given sufficient variation for plasticity, host race formation can be favored and maintained, even simpatrically. The plasticity of size and performance (assessed by the lifetime fitness index r m) of six clones of Myzus persicae was tested, with replicates allowed to develop on two hosts, kale (Brassica oleracea var. acephala) and radish (Raphanus sativus). The clones showed significant variability in their plasticity. Reaction norms varied through generations and negative genetic correlation, although not significant, tend to increase with the duration of host use. The lack of plasticity in lifetime fitness among generalist...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Quantitative genetics; Genetic correlation; Morphological plasticity; Phenotypic correlation; Physiological plasticity; Trade-offs.
Ano: 2003 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572003000200012
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Genotype by environment interaction in Nelore cattle from five Brazilian states Genet. Mol. Biol.
Diaz,Iara Del Pilar Solar; Oliveira,Henrique Nunes de; Bezerra,Luis Antônio Framartino; Lôbo,Raysildo Barbosa.
Records from 75,941 Nelore cattle were used to determine the importance of genotype by environment interaction (GEI) in five Brazilian states. (Co)variance components were estimated by single-trait analysis (with yearling weight, W450, considered to be the same trait in all states) and multiple-trait analysis (with the record from each state considered to be a different trait). The direct heritability estimates for yearling weight were 0.51, 0.39, 0.44, 0.37 and 0.41 in the states of Goiás, Mato Grosso, São Paulo, Mato Grosso do Sul and Minas Gerais, respectively. The across-state genetic correlation estimates between Goiás and Mato Grosso, Goiás and Minas Gerais, São Paulo and Minas Gerais, and Mato Grosso do Sul and Minas Gerais ranged from 0.67 to 0.75....
Tipo: Info:eu-repo/semantics/article Palavras-chave: Bayesian inference; Beef cattle; Genetic correlation.
Ano: 2011 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572011000300012
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Genetic parameter and correlation estimates of processing traits in half-sib progenies of tropical-adapted carrot germplasm Horticultura Brasileira
Vieira,Jairo V; Silva,Giovani Olegario da; Boiteux,Leonardo S.
The estimate of the genetic parameters associated with processing (fresh-cut) traits, including root length (RL), is crucial for carrot breeding programs in tropical areas. The cultivar Alvorada is an important germplasm due to its resistance to nematodes, leaf blight, heat-tolerance, and high carotenoid content. Seventy-four 'Alvorada' half-sib progenies were evaluated during the summer of 2005 in the Federal District, Brazil, in a randomized complete block design with three replications. Thirteen competitive plants in each block were randomly selected and evaluated and/or classified for RL and for number of leaves (NL), leaf length (LL), root tip type (RT), root mass (RW), crown shape (CS), root diameter (RD), and xylem diameter (XD). The Pearson's...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Daucus carota; Heritability; Genetic correlation; Path analysis; Root length.
Ano: 2012 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0102-05362012000100002
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Desempenho produtivo de ovinos mestiços Santa Inês, no Estado do Ceará. Infoteca-e
SILVA, F. L. R. da; LIMA, F. de A. M.; FIGUEIREDO, E. A. P. de.
bitstream/item/36453/1/PB-16.pdf
Tipo: Boletim de Pesquisa e Desenvolvimento (INFOTECA-E) Palavras-chave: Desenvolvimento ponderal; Raça nativa; Raça Santa Inês; Herdabilidade; Correlação genética; Brasil; Ceará; Native breed; Herança genética.; Ovino; Melhoramento; Performance.; Sheep; Animal performance; Breeding; Heritability; Genetic correlation; Brazil..
Ano: 1993 URL: http://www.infoteca.cnptia.embrapa.br/infoteca/handle/doc/514248
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Genetic relationship between koi herpesvirus disease resistance and production traits inferred from sibling performance in Amur mirror carp ArchiMer
Zhao, Jinfeng; Prchal, Martin; Palaiokostas, Christos; Houston, Ross D.; Kause, Antti; Vandeputte, Marc; Vergnet, Alain; Bugeon, Jérôme; Bestin, Anastasia; Veselý, Tomáš; Pokorová, Dagmar; Piačková, Veronika; Pojezdal, Lubomír; Genestout, Lucie; Gela, David; Kroupová, Hana K.; Kocour, Martin.
Koi herpesvirus disease (KHVD) is currently the most serious threat to global carp farming. Prevention is a sensible strategy for tackling this disease and improved genetic resistance of carp strains is a desirable breeding goal. To study the potential for multitrait selection, the objective of the current study was to estimate the genetic correlations between KHVD resistance and production traits in Amur mirror carp. A total of 1500 fingerlings from four factorial crosses of five dams and ten sires were challenged with Koi herpesvirus (KHV). Juvenile growth-related traits were collected on the same individuals before the challenge test. Production traits were measured on siblings of the challenged population at different life stages (yearling to market...
Tipo: Text Palavras-chave: Common carp; KHVD; Body shape traits; Slaughter yields; Heritability; Genetic correlation.
Ano: 2020 URL: https://archimer.ifremer.fr/doc/00604/71623/70066.pdf
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Genotype by diet interactions in European sea bass (Dicentrarchus labrax L.): Nutritional challenge with totally plant-based diets ArchiMer
Le Boucher, Richard; Vandeputte, Marc; Dupont-nivet, M.; Quillet, E.; Ruelle, Francois; Vergnet, Alain; Kaushik, Sadasivam; Allamellou, J. M.; Medale, F.; Chatain, Beatrice.
Aquaculture of carnivorous species has strongly relied on fish meal and fish oil for feed formulation; however, greater replacement by terrestrial plant-based products is occurring now. This rapid change in dietary environment has been a major revolution and has to be taken into consideration in breeding programs. The present study analyzes potential consequences of this nutritional tendency for selective breeding by estimating genetic parameters of BW and growth rates estimated by the thermal growth coefficient (TGC) over different periods with extremely different diets. European sea bass (Dicentrarchus labrax L.) from a factorial cross (1,526 fish) between 25 sires and 9 dams were used to estimate heritabilities and genotype by diet interaction. Starting...
Tipo: Text Palavras-chave: European sea bass; Genetic correlation; Genotype by diet interaction; Genotype by environment interaction; Plant-based diet.
Ano: 2013 URL: http://archimer.ifremer.fr/doc/00146/25711/26299.pdf
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A first insight into genotype x diet interactions in European sea bass (Dicentrarchus labrax L. 1756) in the context of plant-based diet use ArchiMer
Le Boucher, Richard; Vandeputte, Marc; Dupont-nivet, Mathilde; Quillet, Edwige; Mazurais, David; Robin, Jean; Vergnet, Alain; Medale, Francoise; Kaushik, Sadasivam; Chatain, Beatrice.
This preliminary study assessed genotype x diet interaction in late growth of European sea bass (Dicentrarchus labrax) fed with either a fish meal (FM)- or a fish oil (FO)-based diet (M) or an all-plant-based (PB) diet. A total of 550 fish from 224 families were reared together and tagged. DNA was sampled and microsatellites were used to assign parentage. When fish weight was 192 +/- 54 g, two tanks were fed with M (FM: 100%; FO: 100%) and two others with PB (FM: 0% and FO: 0%). Body weight (BW), fork length (FL) and fillet lipid content (CorrFat) were analysed with a linear model and with REML methodology. We observed no significant differences between groups, but a slightly lower (P=0.03) daily growth coefficient in sea bass fed PB than in those fed M....
Tipo: Text Palavras-chave: Genotype by diet x environment interaction; European sea bass; Plant diet; Genetic correlation.
Ano: 2011 URL: http://archimer.ifremer.fr/doc/00032/14335/12374.pdf
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Genetic variation of resistance to Viral Nervous Necrosis and genetic correlations with production traits in wild populations of the European sea bass ( Dicentrarchus labrax ) ArchiMer
Khanh, Doan Quoc; Vandeputte, Marc; Chatain, Beatrice; Haffray, Pierrick; Vergnet, Alain; Breuil, Gilles; Allal, Francois.
Viral Nervous Necrosis (VNN) disease is considered as one of the most serious threats for European sea bass cultured in Mediterranean Sea, with no simple and effective procedures to treat this disease. In this study, 1472 offspring resulting from artificial full factorial mating of western Mediterranean dams with sires from four different wild populations of European sea bass (Northern Atlantic, NAT; Western Mediterranean, WEM; Northern-East Mediterranean, NEM; and Southern-East Mediterranean, SEM) were challenged by experimental infection to W80 betanodavirus strain in order to evaluate genetic variations for VNN resistance among populations and genetic correlations between VNN resistance and production traits. The results showed a large variation of VNN...
Tipo: Text Palavras-chave: VNN disease; VNN resistance; Heritability; Genetic correlation.
Ano: 2017 URL: http://archimer.ifremer.fr/doc/00385/49612/50124.pdf
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Relationships among agronomic traits and seed yield in pea JBAG
Espósito,María Andrea; Martin,Eugenia Alejandra; Cravero,Vanina Pamela; Liberatti,David; López Anido,Fernando Sebastián; Cointry,Enrique Luis.
The evaluation of selection criteria using correlation coefficients, multiple regression and path analysis was carried out for a period of two years on forty pea genotypes. The correlation analysis revealed that grain yield had genotypic relationships with numbers of pods, seeds per plot, length of the internodes and plant height in 2007 and also with grain diameter, length and width of leaflets and number of nodes at the first pod in 2008. The highest positive direct effects in 2007 were length of the internodes (0.68), seeds per plot (0.38) and numbers of pods (0.26). Length leaflets exhibited a negative direct effect (-0.46). The highest positive indirect contribution of plant height mediated by length of the internodes was 0.50. The highest negative...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Pisum sativum L.; Yield components; Genetic correlation; Stepwise regression; Path coefficient.
Ano: 2009 URL: http://www.scielo.org.ar/scielo.php?script=sci_arttext&pid=S1852-62332009000100001
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Effects of heat stress on production, somatic cell score and conception rate in Holsteins OAK
Hagiya, Koichi; Hayasaka, Kiyoshi; Yamazaki, Takeshi; Shirai, Tatsuo; Osawa, Takefumi; Terawaki, Yoshinori; Nagamine, Yoshitaka; Masuda, Yutaka; Suzuki, Mitsuyoshi.
We examined the effects of heat stress (HS) on production traits, somatic cell score (SCS) and conception rate at first insemination (CR) in Holsteins in Japan. We used a total of 228242 records of milk, fat and protein yields, and SCS for the first three lactations, as well as of CR in heifers and in first- and second-lactation cows that had calved for the first time between 2000 and 2012. Records from 47 prefectural weather stations throughout Japan were used to calculate the temperature-humidity index (THI); areas were categorized into three regional groups: no HS (THI<72), mild HS (72THI<79), and moderate HS (THI79). Trait records from the three HS-region groups were treated as three different traits and trivariate animal models were used. The...
Palavras-chave: Genetic correlation; Heat-stress; Holsteins; Temperature-humidity index (THI).
Ano: 2017 URL: http://ir.obihiro.ac.jp/dspace/handle/10322/4575
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Genetic Correlations of Milk Production and Type Traits with Somatic Cell Score from Holstein Cows in Hokkaido OAK
三浦, 伸也; 鈴木, 三義.
(社)北海道酪農検定検査協会の検定日記録および(社)日本ホルスタイン登録協会北海道支局の体型記録を用い,体細胞スコアと泌乳形質および体型形質との遺伝相関を推定した.各体型形質の記録数は審査開始時期の違いにより異なるが,多くの形質に共通な記録数を示すと,初産が181,291記録であり,2産が104,105記録,3産が30,973記録であった.遺伝相関の推定には,2形質分析モデルを用いた.母数効果としては,体細胞に対して,牛群・検定日,分娩月齢,分娩後日数の1次の回帰,分娩後日数に対するWilminkの指数項,体型形質に対しては,牛群・審査日,審査時月齢,泌乳ステージ,審査員の各効果を考慮し,さらに変量効果として両形質について,相加的遺伝効果と残差を含むモデルを用いた.体細胞スコアと乳生産形質との遺伝相関は−0.22〜0.15と低い値が推定され,初産において正の相関,2産以降では負の相関となる傾向が示された.体型形質と体細胞スコアとの遺伝相関は,産次により値が変動し,正負の符号の逆転が認められた.これは,加齢による体型変化に起因していると考えられる.体型形質の中で,乳房の深さ(−0.29〜−0.19)および前乳房の付着(−0.25〜−0.07)において,負の遺伝相関が推定された.これらの体型形質は生涯生産性,在群期間とも遺伝的な関連があり,これらの体型形質を改良することにより,体細胞スコアを低減することが可能であり,結果として生涯生産量の増加が期待できる.
Palavras-chave: Somatic cell score; Genetic correlation; Type trait; Milk production; Holstein.
Ano: 2005 URL: http://ir.obihiro.ac.jp/dspace/handle/10322/2597
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Genetic relationships of age at first calving, and reproductive traits of cows and yield traits for Holsteins in Hokkaido OAK
阿部, 隼人; 増田, 豊; 鈴木, 三義; MASUDA, Yutaka; SUZUKI, Mitsuyoshi.
初産分娩月齢と3産までの経産牛繁殖形質ならびに生産形質間について,AIREML法を用いた2形質アニマルモデルにより,遺伝的パラメータを推定した.記録は,(社)北海道酪農検定検査協会に集積された繁殖ならびに乳期記録,および(社)日本ホルスタイン登録協会北海道支局に集積された血統記録である.計算機の能力の制約からすべての記録を同時に分析することは困難であったため,牛群単位の無作為抽出により10万記録程度のサブセットを10個生成し,各サブセットに対し分析を行なった.遺伝率は,初産分娩月齢に対し0.22,経産牛繁殖形質に対し0.03~0.05と推定された.初産分娩月齢と経産牛繁殖形質との遺伝相関は絶対値で0.2を上回らなかった一方,生産形質との遺伝相関は2産以降で-0.3から-0.4と比較的高かった.2産以降の生産形質との好ましい関連から,初産分娩月齢の改良による長期的な生産性の向上の可能性が示された.
Palavras-chave: Age at first calving; Genetic correlation; Holstein; Reproductive traits of cows; Yield traits.
Ano: 2008 URL: http://ir.obihiro.ac.jp/dspace/handle/10322/3942
Registros recuperados: 61
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