2021
DOI: 10.1016/j.animal.2021.100352
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Selection for litter size and litter birthweight in Large White pigs: Maximum, mean and variability of reproduction traits

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Cited by 19 publications
(19 citation statements)
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“…Ovulation number is a very crucial trait in pigs for it determines the maximum litter size ( 4 , 5 ), which is one of the most important economic traits and is difficult to be improved by traditional selection because of its relatively low heritability ( 2 ). To achieve the aim of high ovulation rate in pigs, scientists had made great effort on the regulation mechanisms of animal reproduction, which had been greatly driven to perform related gene screening involved in the reproductive regulation of pigs and to mediate the process for increasing the litter size ( 1 , 3 , 9 , 31 ). In the last few decades, the whole genomes of pigs had been continuously published, which contributed to facilitate the studies on the transcriptome in pigs ( 9 , 10 ).…”
Section: Discussionmentioning
confidence: 99%
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“…Ovulation number is a very crucial trait in pigs for it determines the maximum litter size ( 4 , 5 ), which is one of the most important economic traits and is difficult to be improved by traditional selection because of its relatively low heritability ( 2 ). To achieve the aim of high ovulation rate in pigs, scientists had made great effort on the regulation mechanisms of animal reproduction, which had been greatly driven to perform related gene screening involved in the reproductive regulation of pigs and to mediate the process for increasing the litter size ( 1 , 3 , 9 , 31 ). In the last few decades, the whole genomes of pigs had been continuously published, which contributed to facilitate the studies on the transcriptome in pigs ( 9 , 10 ).…”
Section: Discussionmentioning
confidence: 99%
“…Litter size, such as total number (of piglets) born (TNB), is one of the most important reproductive traits, which is difficult to be improved by traditional selection because of its relatively low heritability ( 2 ). In female animals, the mature oocyte quantity and quality are the two main factors affecting fertility ( 3 ). Ovulation is the first determinant factor for litter size, and many reports have shown that selection according to ovulation numbers could significantly increase litter size in sows ( 4 , 5 ).…”
Section: Introductionmentioning
confidence: 99%
“…To get a better understanding of the genetic architecture of litter size variability traits, we obtained log-transformed variance of residuals of TNB ( LnVarTNB ), NBA ( LnVarNBA ), and TND ( LnVarTND ) traits from the records of each traits following [9] , [30] : firstly, we used the formula (1) to calculate a residual for available observation for TNB, NBA, and TND traits; secondly, a variance of these residuals was log-transformed to generate a unique value of LnVar for each of TNB, NBA, and TND traits per sow. where y is the TNB, NBA, and TND of the individuals; α is a vector of fixed effects, including farm-year-season of the farrowing (64 levels) and parity of the sow (8 levels); b is a vector of additive genetic effects and is set as b ∼ N (0, G ), where G is the genomic relationship matrix [31] ; pe is a vector of permanent environmental sow effects and is set as pe ∼ N (0, I ); W, Z, and U are incidence matrices for α , b , and pe ; e is a vector of residuals and is set as e ∼ N (0, I ); I is an identity matrix.…”
Section: Methodsmentioning
confidence: 99%
“…Moreover, the extreme litter sizes reduce welfare and survival of the piglets at weaning, and decreasing the variation in litter size will lead to more sustainable breeding in terms of increasing piglet survival [7] . Generally, litter traits have low heritability [8] , [9] , therefore, genetic analyses should be systematically conducted for the traits to generate the in-depth biological knowledge that can significantly improve the selection efficiency of genomic selection and benefit genetic improvements of low heritability traits [10] , [11] . In addition, swine can be used as an alternative animal model, which likely overcome the limitations in human and other models, one reason is that swine are highly similar to humans in many aspects, e.g., hormonal cycle and physiology [12] .…”
Section: Introductionmentioning
confidence: 99%
“…Even more so, the low repeatability of results across populations is surprising, because most of studies were based on the same SNP chip and (in general) most popular pig breeds. Another reason might have been the low heritability of studied traits, which based on different studies varies from 0.05 to 0.2 [11,29,32,36]. The heritability level affects the ability to retract the trait's heritability based on SNP associations [23].…”
Section: Genetic Relationship Between Litter Traitsmentioning
confidence: 99%