scholarly journals GENETIC PARAMETERS FOR GROWTH TRAITS OF SANTA INES SHEEP USING GIBBS SAMPLING

2015 ◽  
Vol 28 (4) ◽  
pp. 211-216 ◽  
Author(s):  
LEANDRO TEIXEIRA BARBOSA ◽  
GLEICIANNY DE BRITO SANTOS ◽  
EVANDRO NEVES MUNIZ ◽  
HYMERSON COSTA AZEVEDO ◽  
JAILSON LARA FAGUNDES
Keyword(s):  
Gibbs Sampling ◽  
Genetic Parameters ◽  
Mixed Model ◽  
Growth Traits ◽  
Meat Production ◽  
Gibbs Sampling Algorithm ◽  
Santa Inês ◽  
Variance Parameters ◽  
Additive Genetic Effects ◽  
Maternal Heritability

ABSTRACT: This study sought to estimate (co)variance and genetic parameters for birth weight (BWT) and weaning weight (WWT) in Santa Ines sheep. A total of 2,111 records were obtained from EMBRAPA/CPATC experimental herds, dating from the years 1998 to 2008. (Co)variance parameters were obtained through a two-trait analysis with the Gibbs sampling algorithm using the MTGSAM program. The mixed model included the environmental effects of sex, contemporary group and type of birth, in addition to residual, direct and maternal additive effects. Mean estimates of direct heritability for BWT and WWT were 0.25 and 0.09, respectively. Mean estimates of maternal heritability were 0.34 for BWT and 0.24 for WWT. The genetic correlation between BWT and WWT was 0.14. The results suggest that breeding Santa Ines sheep for meat production must take into consideration direct and maternal additive genetic effects.

scholarly journals Genetic parameters and phenotypic and genetic trends for weight at weaning and visual scores during this phase estimated for Angus-Nellore crossbred young bulls

2010 ◽  
Vol 39 (11) ◽  
pp. 2398-2408 ◽  
Author(s):  
Ronyere Olegário de Araújo ◽  
Paulo Roberto Nogara Rorato ◽  
Tomás Weber ◽  
Dionéia Magda Everling ◽  
Jader Silva Lopes ◽  
...  
Keyword(s):  
Animal Model ◽  
Genetic Gain ◽  
Genetic Parameters ◽  
Southern Brazil ◽  
Linear Effect ◽  
Quadratic Effects ◽  
Genetic Value ◽  
Additive Genetic Effects ◽  
Maternal Heritability ◽  
Genetic Trends

Genetic parameters and genetic and phenotypic trends were estimated for weight at weaning (WW) and visual scores (VS) of conformation (C), precocity (P), musculature (M) and navel (N) for Angus × Nellore crossbred calves. It was used 39,676 records from pre-weaning phase of animals born from 1992 to 2002 in mid-western, southeastern and southern Brazil. The components of covariance were estimated using REML, in animal model, considering as random the maternal and direct additive genetic effects, and as fixed, the effects of contemporaneous group, the genetic group of the animal and of the cow, and as covariates the age of the calf at weaning and the age of the cow at calving, both on days and with linear and quadratic effects, besides direct (DH) and maternal heterosis (MH), both with only the linear effect. Estimates of direct and maternal heritability were 0.30 and 0.19, respectively, for WW, whereas VSs ranged from 0.16 to 0.20 and from 0.09 to 0.16, which indicates the possibility to obtain genetic gain through selection. It is expected answer correlated to C, P and for M when selection is practiced for weight at weaning is expected, as well as for P and M when selection is practiced for C. The direct and maternal genetic trends for WW (g/year) and for C, P, M and N (points/year) were: 221.0 and -312.0; 0.0022 and 0.00003; 0.0010 and 0.0001; 0.0013 and -0.0008; 0.0010 and 0.00009, respectively, while the phenotypic were: -685.2; -0.0102; -0.0219; -0.0256 and -0.0453, which highlights the need to adopt criteria for identifying young bulls of higher genetic value for WW and VSs.

Estimates of genetic parameters for growth traits of Gobra cattle

1998 ◽  
Vol 66 (2) ◽  
pp. 349-355 ◽  
Author(s):  
M. Diop ◽  
L. D. Van Vleck
Keyword(s):  
Animal Models ◽  
Maternal Effects ◽  
Genetic Parameters ◽  
Growth Traits ◽  
Random Effect ◽  
Random Effect Model ◽  
Genetic Effects ◽  
Breeding Value ◽  
Effect Model ◽  
Additive Genetic Effects

AbstractEstimates of (co)variance components and genetic parameters were obtained for birth (no. = 3909), weaning (no. = 3425), yearling (no. = 2763), and final weight (no. = 2142) for Gobra cattle at the Centre de Recherches Zootechniques de Dahra (Senegal), using single trait animal models. Data were analysed by restricted maximum likelihood. Four different animal models were fitted for each trait. Model 1 considered the animal as the only random effect. Model 2 included in addition to the additive direct effect of the animal, the environmental effect due to the dam. Model 3 added the maternal additive genetic effects and allowed a covariance between the direct and maternal genetic effects. Model 4 fitted both maternal genetic and permanent environmental effects. Inclusion of both types of maternal effects (genetic and environmental) provided a better fit for birth and weaning weights than models with one maternal effect only. For yearling and final weights, the improvement was not significant. Important maternal effects werefound for all traits. Estimates of direct heritabilities were substantially higher when maternal effects were ignored. Estimates of direct and maternal heritabilities with model 4 were 0·07 (s.e. 0·03) and 0·04 (s.e. 0·02), 0·20 (s.e. 0·05) and 0·21 (s.e. 0.05), 0·24 (s.e. 0·07) and 0·21 (s.e. 0·06), and 0·14 (s.e. 0·06) and 0.16 (s.e. 0·06) for birth, weaning, yearling and final weights, respectively. Correlations between direct and maternal genetic effects were negative for all traits, and large for weaning and yearling weights with estimates of -0·61 (s.e. 0·33) and -0·50 (s.e. 0·31), respectively. There was a significant positive linear phenotypic trend for weaning and yearling weights. Linear trends for additive direct and maternal breeding values were not significant for any trait except maternal breeding value for yearling weight.

scholarly journals Parámetros genéticos y tendencias para características de crecimiento en el ganado criollo sanmartinero en los Llanos Orientales de Colombia

2009 ◽  
Vol 10 (2) ◽  
pp. 196 ◽  
Author(s):  
Rodrigo Martínez ◽  
Guillermo Onofre ◽  
Nelson Polanco
Keyword(s):  
Animal Model ◽  
Birth Weight ◽  
Environmental Effects ◽  
Genetic Parameters ◽  
Growth Traits ◽  
Genetic Change ◽  
Direct Effects ◽  
Creole Cattle ◽  
Maternal Heritability ◽  
Daily Gain

<p>El objetivo de este trabajo fue estimar parámetros genéticos para características de crecimiento y la tendencia de sus valores genéticos en una población de la raza bovina criolla sanmartinero, localizada en el departamento del Meta, Colombia. Se utilizó un modelo animal con efectos directos, maternos y de ambiente permanente y se analizaron las características peso al nacimiento (PN), peso al destete (PD) (ajustado a 240 d.), peso a los 16 meses (P16m), ganancia diaria de peso al destete (GPD) y ganancia diaria de peso desde el destete a los 16 meses (GP16m). Se analizaron 2.812 registros productivos de animales y se encontraron valores de heredabilidad directa moderados, variando desde 0,16 hasta 0,37 para GP16m y GPD respectivamente. Los valores de heredabilidad directa siempre fueron mayores que los de heredabilidad materna y los efectos de ambiente permanente variaron entre 0,024 ± 0,033 para PN hasta 0,067 ± 0,041 para P16m; los valores de repetibilidad fueron superiores para las características de PD (0,41) y GPD (0,37). Los valores genéticos anuales promedio para los efectos directos presentaron en general valores positivos, lo que muestra una tendencia creciente aunque con una alta variación a través de los años; por su parte, los valores genéticos maternos anuales promedio presentaron valores cercanos a cero, aunque en general su tendencia también fue creciente. A pesar de tratarse de un núcleo de conservación, donde no se ha dado selección para estas características, se encontró una tendencia genética que indica un cambio genético positivo.  </p><p> </p><p><strong>Genetic parameters and trends for growth traits in creole cattle sanmartinero in the eastern savannas in Colombia</strong>  </p><p>The aim of this work was to estimate the genetic parameters for growth traits and the tendency of their genetic values in a population of Bovine Creole cattle Sanmartinero, located in Meta, Colombia. Was used an animal model with direct and maternal effects as well as a permanent environmental effects and were analyzed birth weight, weaning weight, (adjusted at 240 d), weight at 16 months, weaning daily gain, and daily gain at 16 months. Were analyzed a total of 2812 productive records from animals and were found direct heritability moderate values, ranging between from 0.16 to 0.3 for GP16m and GP respectively. The direct heritability values always were higher than the maternal heritability values and the permanent environmental effects ranged between 0.024 ± 0.033 for PN until 0.067 ± 0.041 for P16m, but the repeatability values were higher for PD (0.41) and GPD (0.37) traits. With reference to the tendency of average yearly genetic values for direct effects, always displayed positive values and a increase tendency however a high variation between the years were found, conversely to the genetic maternal values than displayed generally values near to zero, but their tendency also was to increase. Is noteworthy than in spite of to be a conservation herd, than do not has been used for selection programs for those traits, was found a genetic tendency that suggest a positive genetic change. </p>

scholarly journals Parámetros genéticos de crecimiento y producción de lana en ovinos usando la metodología de modelos mixtos

2009 ◽  
Vol 7 (1) ◽  
pp. 42
Author(s):  
Rodrigo Alfredo Martínez ◽  
Rodrigo Vásquez ◽  
Javier Vanegas ◽  
Marco Suárez
Keyword(s):  
Variance Components ◽  
Fixed Effects ◽  
Genetic Parameters ◽  
Mixed Model ◽  
Growth Characteristics ◽  
Random Component ◽  
Wool Production ◽  
Gibbs Sampling Algorithm ◽  
Calving Season ◽  
Number Of Births

<p>En este trabajo se estimaron los parámetros genéticos a partir de datos de campo registrados durante 26 años (1974 a 1999) en un núcleo de las razas ovinas Hampshire, Romney Marsh y Corriedale. Se estimaron los parámetros genéticos de las características de crecimiento, producción de lana y reproducción. Los modelos utilizados incluyeron efectos fijos, como ‘año de parto, ‘época de parto, ‘sexo, ‘número de parto; en el componente aleatorio también se incluyeron los efectos genéticos directo, materno y de ambiente permanente, dependiendo de la característica. Los análisis fueron hechos usando un modelo animal de característica simple mediante el programa MTGSAM® que emplea el algoritmo de muestreo de Gibbs para inferir los componentes de varianza. Se encontraron valores de heredabilidad directa que variaron entre 0,13 y 0,33 para peso al nacimiento y entre 0,16 y 0,35 para peso al destete corregido a 120 días y para caracteres de producción de lana, valores cercanos a 0,25. También se determinaron las tendencias anuales promedio de los valores genéticos y de los índices de consanguinidad para cada una de las razas, encontrando en términos generales valores promedio de consanguinidad de 3,47% para la raza Hampshire, 0,75% para Romney Marsh y 0,76% para Corriedale. Estos resultados sugieren una tendencia levemente creciente de los valores de consanguinidad, pero de acuerdo con lo que se espera para una población de conservación.  </p><p> </p><p><strong>Growth and wool production genetic parameters in sheep using mixed model methodology </strong></p><p>This work was aimed at estimating genetic parameters from field-data recorded over a 26-year period (1974 to 1999) in a flock of Hampshire, Romney Marsh and Corriedale sheep. Genetic parameters were estimated from growth characteristics, wool production and reproduction. The models used included fixed effects, such as birth year, calving season, gender and number of births. Direct, maternal and permanent environmental genetic effects were also included in the random component, depending on the characteristic. MTGSAM® software (using Gibbs’ sampling algorithm) was used on a simple animal model for inferring variance components. Direct heritability values were found, ranging form 0.13 to 0.33 for birth weight, 0.16 to 0.35 for weaning weight (corrected to 120 days) and values around 0.25 for wool production. Annual mean tendency of genetic values and consanguinity indices were also determined for each of the breeds, resulting in 3.47% mean consanguinity for the Hampshire, 0.75% for Romney Marsh and 0.76% for Corriedale breeds. These results suggested a slight tendency for increased consanguinity values, but remaining in line with those expected for a conservation population. </p>

Genetic improvement of wool production in Spanish Merino sheep: genetic parameters and simulation of selection strategies

2009 ◽  
Vol 49 (1) ◽  
pp. 43 ◽  
Author(s):  
M. Valera ◽  
F. Arrebola ◽  
M. Juárez ◽  
A. Molina
Keyword(s):  
Genetic Parameters ◽  
Growth Traits ◽  
Genetic Correlations ◽  
Fibre Diameter ◽  
Selection Criterion ◽  
Selection Combining ◽  
Meat Production ◽  
Wool Production ◽  
Selection Strategies ◽  
Staple Length

Wool production of the Spanish Merino breed was analysed after several decades of genetic selection to improve meat production. Genetic parameters (heritability and correlations) were estimated for greasy fleece weight, staple length, crimp frequency and fibre diameter of 1869 Spanish Merino purebred sheep. Heritabilities ranged from 0.08 ± 0.050 (fibre diameter) to 0.22 ± 0.060 (staple length), and the genetic correlations ranged from –0.63 ± 0.159 (crimp frequency – staple length) to 0.75 ± 0.222 (fibre diameter – staple length). Genetic simulations were developed to show the consequences of eight selection strategies, which included single trait selection on wool traits and liveweight (the current selection criteria) and index selection combining traits. The results show that it is possible to improve wool and growth traits at the same time. Also, our results show there is indirect genetic progress for wool characteristics using the current liveweight selection criterion.

Estimation of genetic parameters for body weight traits and litter size of Moghani sheep, using a Bayesian approach via Gibbs sampling

2010 ◽  
Vol 148 (3) ◽  
pp. 363-370 ◽  
Author(s):  
N. GHAVI HOSSEIN-ZADEH ◽  
M. ARDALAN
Keyword(s):  
Body Weight ◽  
Gibbs Sampling ◽  
Litter Size ◽  
Genetic Parameters ◽  
Growth Traits ◽  
Genetic Correlations ◽  
Genetic Effect ◽  
Residual Effects ◽  
Pedigree Information ◽  
Body Weights

SUMMARYThe objective of the present study was to estimate genetic parameters for body weights at different ages and litter size (LS) in Moghani sheep. Traits included were birth weight (BW), 3 months weight (3MW), 6 months weight (6MW), 9 months weight (9MW), yearling weight (YW) and LS. The data of 6659 lambing records and pedigree information used in the current programme were collected at the Breeding Station of Moghani sheep (Ardebil province, Iran) during 1987–2005. Different linear and threshold animal models with additive genetic, maternal genetic, maternal permanent environmental and residual effects were implemented by Gibbs sampling (GS) methodology. A single GS chain with 150 000 rounds was generated by the MTGSAM program. The posterior means of genetic parameters were estimated based on the 1300 samples that were left after elimination of 20 000 rounds in the burn-in period and 100 rounds of each thinning interval. Posterior mean estimates of direct heritability were 0·29, 0·13, 0·14, 0·10, 0·31 and 0·10, while those of maternal heritabilities were 0·29, 0·08, 0·11, 0·06, 0·10 and 0·17 for BW, 3MW, 6MW, 9MW, YW and LS, respectively. Genetic correlations among the growth traits and LS were negative for direct genetic and maternal genetic effects. Therefore, selection for increased growth or LS may have a negative genetic effect on the other traits. The medium to high negative estimates of direct–maternal correlations for body weight traits or LS suggest that it would be difficult to improve direct and maternal growth ability jointly for Moghani sheep.

scholarly journals Genetic parameters for some growth traits of Nigerian local chickens

2017 ◽  
Vol 33 (1) ◽  
pp. 65-71 ◽  
Author(s):  
Ifeanyichukwu Udeh
Keyword(s):  
Unbiased Estimator ◽  
Variance Components ◽  
Genetic Parameters ◽  
Mixed Model ◽  
Wing Length ◽  
Growth Traits ◽  
Genetic Correlations ◽  
Mass Selection ◽  
Minimum Norm ◽  
Local Chickens

Genetic parameters were estimated for bodyweight (BWT), shank length (SHL), and wing length (WL) of Nigerian local chicken (NLC) from 4 to 20 weeks of age by fitting dyadic mixed model (dmm) equations which yield estimates of variance components equivalent to minimum norm quadratic unbiased estimator (MINQUE). Data obtained from 600 chicks, progenies of 300 hens and 30 cocks were used for the analysis. The heritability estimates range from 0.08 to 0.80 for BWT, 0.03 to 0.69 for SHL and 0.22 to 0.47 for WL. The genetic correlations among BWT, SHL and WL at different ages were high and positive and range from 0.18 to 0.96 with the exemption of SHL and WL at 16 weeks (- 0.06). The phenotypic correlations were positive and range from 0.10 to 0.91. The results imply that NLC could be improved on any of the studied traits through mass selection and that improvement in one trait will result to correlated improvement in the others.

scholarly journals Assessment of Genetic Relationships between Growth Traits and Milk Yield in Egyptian Buffaloes

2019 ◽  
Vol 24 (4) ◽  
pp. 143
Author(s):  
Ibrahim Abu El- Naser
Keyword(s):  
Body Weight ◽  
Milk Yield ◽  
Genetic Parameters ◽  
Growth Traits ◽  
Genetic Relationships ◽  
Genetic Correlations ◽  
Live Body Weight ◽  
Body Weights ◽  
Production Research ◽  
Maternal Heritability

Data in this study were collected from live body weight records and milk yield for the first three lactations of Egyptian buffaloes maintained at the Mahallet Mousa Experimental Station of Animal Production Research Institute, relying on 987 records of Egyptian buffaloes spread over 16 years. These data were analyzed to estimate genetic parameters using animal model. Overall means in kilograms of BW, WW, W18, WFC, 1stMY, 2ndMY and 3rdMY were 36.56, 96.95, 322.02, 462.09, 1561.53, 1755 and 1837.71, respectively. Direct additive heritability (h2a) for mentioned traits were 0.31, 0.22, 0.24, 0.27, 0.23, 0.23 and 0.17, respectively. Corresponding computation of maternal heritability (h2m) for same traits were 0.39, 0.34, 0.22, 0.40, 0.29, 0.31 and 0.21, respectively. Evaluation of genetic correlations among different all studied traits were positive and ranged from 0.07 to 0.83, while phenotypic correlations were positive and ranged from 0.02 to 0.55. Accuracy of (PBV's) varying from 62 to 76, 62 to 83 and 41 to 77% for sires, cows and dams, successively; pointing out the genetic improvement could be achieved through any pathway of them. Higher direct and maternal heritability for BW and WFC and genetic correlations between first three lactations milk yield and each of BW and WFC higher than genetic correlations between first three lactations milk yield and WW and W18. Therefore, it is appropriate to select buffalo female calves for live body weight at birth than for live body weights at other ages.

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