Layla Cristien Cássia Miranda Dias’s research while affiliated with Federal University of Viçosa and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (1)


Inbreeding coefficient (F) distribution from Piau breed animals
Linear regression coefficient estimates (standard error within parentheses) of inbreeding for weight at birth, weight at weaning, and average pre-weaning daily weight gain (ADG)
Estimation of genetic parameters and inbreeding depression in Piau pig breed
  • Article
  • Full-text available

December 2022

·

148 Reads

·

1 Citation

Tropical Animal Health and Production

·

·

Layla Cristien Cássia Miranda Dias

·

[...]

·

This study is aimed at estimating genetic parameters, effective population size, inbreeding, and inbreeding depression for birth weight, weaning weight, and average pre-weaning daily weight gain (ADG) in Piau pigs. We used information from 3841 Piau pigs, and four linear models were fitted in single-trait analyses, including or excluding maternal genetic effect, common litter effect, or a combination. The adjustments of the models were compared using the likelihood ratio test, in which the model that presented the best fit for each trait was used to estimate the (co)variance components. The inbreeding depression effect was evaluated using a linear model that included the fixed effects of sex, parity order, contemporary group, and inbreeding coefficient as a fixed covariate. The weights at birth and weaning showed low direct heritabilities (0.08 and 0.05, respectively), while the ADG showed moderate heritability (0.20). The weight at birth showed high genetic correlations with the weight at weaning (0.90) and the ADG (0.82). The weight at weaning and the ADG also showed a high genetic correlation (0.99). There was an inbreeding increase over the generations and a reduction in the effective population size. In the last generation evaluated, all the animals were inbred, the average inbreeding coefficient was 0.07, and the effective population size was 20.8. A significant inbreeding effect on ADG was observed, where an increase of 1% in the inbreeding coefficient resulted in a decrease of 0.005 g in the ADG. Thus, increasing effective population size is mandatory for controlling inbreeding and reducing the loss of variability in this Piau pig population.

Download

Citations (1)


... Regarding live weights, the purebred PP exhibited the lowest values across all growth stages, as expected, due to their smaller size. The average weaning weight in this population of the PP breed is 6.60 kg with a standard deviation of 1.84 kg (Oliveira et al., 2023). In our study, the average weight Figure 6 -Importance of the image features back area, back perimeter, back width, and body depth in the prediction model for body weight in pigs using the random forest regression approach. ...

Reference:

Comparison of supervised machine learning and variable selection methods for body weight prediction of growth pigs using image processing data
Estimation of genetic parameters and inbreeding depression in Piau pig breed

Tropical Animal Health and Production