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Santana ML, Bignardi AB, Pereira RJ, Sterman Ferraz JB, Eler JP. Transgenerational effects of the maternal gestational environment on the post-natal performance of beef cattle: A reaction norm approach. J Anim Breed Genet 2024. [PMID: 38808373 DOI: 10.1111/jbg.12883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 05/15/2024] [Accepted: 05/18/2024] [Indexed: 05/30/2024]
Abstract
In tropical beef cattle production systems, animals are commonly raised on pastures, exposing them to potential stressors. The end of gestation typically overlaps with a dry period characterized by limited food availability. Late gestation is pivotal for fetal development, making it an ideal scenario for inter- and transgenerational effects of the maternal gestational environment. Intergenerational effects occur due to exposure during gestation, impacting the development of the embryo and its future germline. Transgenerational effects, however, extend beyond direct exposure to the subsequent generations. The objective of the present study was to verify these effects on the post-natal performance of zebu beef cattle. We extended the use of a reaction norm model to identify genetic variation in the animals' responses to transgenerational effects. The inter- and transgenerational effects were predominantly positive (-0.09% to 19.74%) for growth and reproductive traits, indicating improved animal performance on the phenotypic scale in more favourable maternal gestational environments. Additionally, these effects were more pronounced in the reproductive performance of females. On average, the ratio of direct additive genetic variances of the slope and intercept of the reaction norm ranged from 1.23% to 3.60% for direct and from 10.17% to 11.42% for maternal effects. Despite its relatively modest magnitude, this variation proved sufficient to prompt modifications in parameter estimates. The average percentage variation of direct heritability estimates ranged from 19.3% for scrotal circumference to 33.2% for yearling weight across the environmental descriptors evaluated. Genetic correlations between distant environments for the studied traits were generally high for direct effects and far from unity for maternal effects. Changes in EBV rankings of sires across different gestational environments were also observed. Due to the multifaceted nature of inter- and transgenerational effects of the maternal gestational environment on various traits of beef cattle raised under tropical pasture conditions, they should not be overlooked by producers and breeders. There were differences in the specific response of beef cattle to variations in the quality of the maternal gestational environment, which can be partially explained by transgenerational epigenetic inheritance. Adopting a reaction norm model to capture a portion of the additive variance induced by inter- or transgenerational effects could be an alternative for future research and animal genetic evaluations.
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Affiliation(s)
- Mário Luiz Santana
- Grupo de Melhoramento Animal de Mato Grosso (GMAT), Instituto de Ciências Agrárias e Tecnológicas, Universidade Federal de Rondonópolis, Rondonópolis, Brazil
| | - Annaiza Braga Bignardi
- Grupo de Melhoramento Animal de Mato Grosso (GMAT), Instituto de Ciências Agrárias e Tecnológicas, Universidade Federal de Rondonópolis, Rondonópolis, Brazil
| | - Rodrigo Junqueira Pereira
- Grupo de Melhoramento Animal de Mato Grosso (GMAT), Instituto de Ciências Agrárias e Tecnológicas, Universidade Federal de Rondonópolis, Rondonópolis, Brazil
| | - José Bento Sterman Ferraz
- Grupo de Melhoramento Animal e Biotecnologia (GMAB), FZEA, Departamento de Medicina Veterinária, Universidade de São Paulo, São Paulo, Brazil
| | - Joanir Pereira Eler
- Grupo de Melhoramento Animal e Biotecnologia (GMAB), FZEA, Departamento de Medicina Veterinária, Universidade de São Paulo, São Paulo, Brazil
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Macciotta NPP, Dimauro C, Degano L, Vicario D, Cesarani A. A transgenerational study on the effect of great-granddam birth month on granddaughter EBV for production traits in Italian Simmental cattle. J Dairy Sci 2023; 106:2588-2597. [PMID: 36870840 DOI: 10.3168/jds.2022-22455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 11/08/2022] [Indexed: 03/06/2023]
Abstract
Heat tolerance is a key feature of resilient animals. Offspring of animals that suffer environmental stress during pregnancy could show physiological, morphological, and metabolic modifications. This is due to a dynamic reprogramming of the epigenetics of the mammalian genome that occurs in the early life cycle. Thus, the aim of this study was to investigate the extent of the transgenerational effect of heat stress during the pregnancy of Italian Simmental cows. The effects of dam and granddam birth months (as indicator of pregnancy period) on their daughter and granddaughter estimated breeding values (EBV) for some dairy traits as well as of the temperature-humidity index (THI) during the pregnancy were tested. A total of 128,437 EBV (milk, fat, and protein yields, and somatic cell score) were provided by the Italian Association of Simmental Breeders. The best birth months (of both dam and granddam) for milk yield and protein yield were May and June, whereas the worst were January and March. Great-granddam pregnancies developed during the winter and spring seasons positively affected the EBV for milk and protein yields of their great-granddaughters; in contrast, pregnancies during summer and autumn had negative effects. These findings were confirmed by the effects of maximum and minimum THI in different parts of the great-granddam pregnancy on the performances of their great-granddaughters. Thus, a negative effect of high temperatures during the pregnancy of female ancestors was observed. Results of the present study suggest a transgenerational epigenetic inheritance in Italian Simmental cattle due to environmental stressors.
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Affiliation(s)
- Nicolò P P Macciotta
- Departimento di Agraria, Università degli Studi di Sassari, Sassari 07100, Italy
| | - Corrado Dimauro
- Departimento di Agraria, Università degli Studi di Sassari, Sassari 07100, Italy
| | - Lorenzo Degano
- Associazione Nazionale Allevatori Bovini di Razza Pezzata Rossa Italiana, Udine 33100, Italy
| | - Daniele Vicario
- Associazione Nazionale Allevatori Bovini di Razza Pezzata Rossa Italiana, Udine 33100, Italy
| | - Alberto Cesarani
- Departimento di Agraria, Università degli Studi di Sassari, Sassari 07100, Italy; Department of Animal and Dairy Science, University of Georgia, Athens 30602.
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Andrieux C, Petit A, Collin A, Houssier M, Métayer-Coustard S, Panserat S, Pitel F, Coustham V. Early Phenotype Programming in Birds by Temperature and Nutrition: A Mini-Review. FRONTIERS IN ANIMAL SCIENCE 2022. [DOI: 10.3389/fanim.2021.755842] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Early development is a critical period during which environmental influences can have a significant impact on the health, welfare, robustness and performance of livestock. In oviparous vertebrates, such as birds, embryonic development takes place entirely in the egg. This allows the effects of environmental cues to be studied directly on the developing embryo. Interestingly, beneficial effects have been identified in several studies, leading to innovative procedures to improve the phenotype of the animals in the long term. In this review, we discuss the effects of early temperature and dietary programming strategies that both show promising results, as well as their potential transgenerational effects. The timing, duration and intensity of these procedures are critical to ensure that they produce beneficial effects without affecting animal survival or final product quality. For example, cyclic increases in egg incubation temperature have been shown to improve temperature tolerance and promote muscular growth in chickens or fatty liver production in mule ducks. In ovo feeding has also been successfully used to enhance digestive tract maturation, optimize chick development and growth, and thus obtain higher quality chicks. In addition, changes in the nutritional availability of methyl donors, for example, was shown to influence offspring phenotype. The molecular mechanisms behind early phenotype programming are still under investigation and are probably epigenetic in nature as shown by recent work in chickens.
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Silva AA, Silva DA, Pereira CRM, Abreu CP, Caetano G, Paiva JT, Silva FF, Lopes PS, Veroneze R. Exploring the use of residual variance for uniformity of body weight in meat quail lines using Bayesian inference. Br Poult Sci 2021; 62:474-484. [PMID: 33624573 DOI: 10.1080/00071668.2021.1894320] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
1. Uniformity in animal products is an important aspect of the production system. Several studies have reported estimates of genetics on residual variance in different species, indicating that it could be exploited to improve uniformity by selection. Nevertheless, there are no reports about the possibilities of such a selection strategy in meat quail.2. Records of hatching weight (HW) and body weight at 42 days (W42) of female and male birds from two meat quail lines (UFV1 and UFV2) were analysed. A three-step genetic evaluation was used to investigate the effect of genetic variation on residual variance of HW and W42 in both lines. In Step 1, a single-trait model was fitted to the data. In Step 2, log-transformed squared estimated residuals (ln(ê2)) were evaluated for these traits. In Step 3, a multi-trait analysis was performed to estimate the genetic correlation between the additive genetic effects for HW, W42, and their respective ln(ê2).3. The heritability estimates ranged from 0.12 to 0.23 for HW and from 0.22 to 0.35 for W42. The estimated heritabilities for the residual part were low and ranged from 0.0003 to 0.02 for both traits, and the genetic coefficient of variation residual variance estimates ranged from 0.31 to 0.42 for HW and from 0.09 to 0.25 for W42. Genetic correlations between the means (HW and W42) and ln(ê2) values were both positive and did not differ from zero, indicating no association between mean and ln(ê2).4. In conclusion, the uniformity of HW and W42 could be improved by selecting for lower residual variance in both meat quail lines, but the accuracy of selection may be low due to low heritability for uniformity, mainly for W42.
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Affiliation(s)
- A A Silva
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Brazil
| | - D A Silva
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Brazil
| | - C R M Pereira
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Brazil
| | - C P Abreu
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Brazil
| | - G Caetano
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Brazil
| | - J T Paiva
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Brazil
| | - F F Silva
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Brazil
| | - P S Lopes
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Brazil
| | - R Veroneze
- Department of Animal Science, Universidade Federal de Viçosa, Viçosa, Brazil
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David I, Aliakbari A, Déru V, Garreau H, Gilbert H, Ricard A. Inclusive inheritance for residual feed intake in pigs and rabbits. J Anim Breed Genet 2020; 137:535-544. [PMID: 32697021 PMCID: PMC7589229 DOI: 10.1111/jbg.12494] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 05/14/2020] [Accepted: 06/13/2020] [Indexed: 01/15/2023]
Abstract
Non‐genetic information (epigenetic, microbiota, behaviour) that results in different phenotypes in animals can be transmitted from one generation to the next and thus is potentially involved in the inheritance of traits. However, in livestock species, animals are selected based on genetic inheritance only. The objective of the present study was to determine whether non‐genetic inherited effects play a role in the inheritance of residual feed intake (RFI) in two species: pigs and rabbits. If so, the path coefficients of the information transmitted from sire and dam to offspring would differ from the expected transmission factor of 0.5 that occurs if inherited information is of genetic origin only. Two pigs (pig1, pig2) and two rabbits (rabbit1, rabbit2) datasets were used in this study (1,603, 3,901, 5,213 and 4,584 records, respectively). The test of the path coefficients to 0.5 was performed for each dataset using likelihood ratio tests (null model: transmissibility model with both path coefficients equal to 0.5, full model: unconstrained transmissibility model). The path coefficients differed significantly from 0.5 for one of the pig datasets (pig2). Although not significant, we observed, as a general trend, that sire path coefficients of transmission were lower than dam path coefficients in three of the datasets (0.46 vs 0.53 for pig1, 0.39 vs 0.44 for pig2 and 0.38 vs 0.50 for rabbit1). These results suggest that phenomena other than genetic sources of inheritance explain the phenotypic resemblance between relatives for RFI, with a higher transmission from the dam's side than from the sire's side.
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Affiliation(s)
- Ingrid David
- GenPhySE, INRAE, INPT, ENVT, Université de Toulouse, Castanet Tolosan, France
| | - Amir Aliakbari
- GenPhySE, INRAE, INPT, ENVT, Université de Toulouse, Castanet Tolosan, France
| | - Vanille Déru
- GenPhySE, INRAE, INPT, ENVT, Université de Toulouse, Castanet Tolosan, France.,France Génétique Porc, Le Rheu Cedex, France
| | - Hervé Garreau
- GenPhySE, INRAE, INPT, ENVT, Université de Toulouse, Castanet Tolosan, France
| | - Hélène Gilbert
- GenPhySE, INRAE, INPT, ENVT, Université de Toulouse, Castanet Tolosan, France
| | - Anne Ricard
- Département Sciences du Vivant, GABI, INRAE, UMR 1313, AgroParisTech, Université Paris Saclay, Jouy-en-Josas, France.,Département Recherche et Innovation, Institut Français du Cheval et de l'Equitation, Exmes, France
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David I, Canario L, Combes S, Demars J. Intergenerational Transmission of Characters Through Genetics, Epigenetics, Microbiota, and Learning in Livestock. Front Genet 2019; 10:1058. [PMID: 31737041 PMCID: PMC6834772 DOI: 10.3389/fgene.2019.01058] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Accepted: 10/02/2019] [Indexed: 12/11/2022] Open
Abstract
Evolutionary biologists studying wild species have demonstrated that genetic and non-genetic sources of information are inherited across generations and are therefore responsible for phenotypic resemblance between relatives. Although it has been postulated that non-genetic sources of inheritance are important in natural selection, they are not taken into account for livestock selection that is based on genetic inheritance only. According to the natural selection theory, the contribution of non-genetic inheritance may be significant for the transmission of characters. If this theory is confirmed in livestock, not considering non-genetic means of transmission in selection schemes might prevent achieving maximum progress in the livestock populations being selected. The present discussion paper reviews the different mechanisms of genetic and non-genetic inheritance reported in the literature as occurring in livestock species. Non-genetic sources of inheritance comprise information transmitted via physical means, such as epigenetic and microbiota inheritance, and those transmitted via learning mechanisms: behavioral, cultural and ecological inheritance. In the first part of this paper we review the evidence that suggests that both genetic and non-genetic information contribute to inheritance in livestock (i.e. transmitted from one generation to the next and causing phenotypic differences between individuals) and discuss how the environment may influence non-genetic inherited factors. Then, in a second step, we consider methods for favoring the transmission of non-genetic inherited factors by estimating and selecting animals on their extended transmissible value and/or introducing favorable non-genetic factors via the animals’ environment.
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Affiliation(s)
- Ingrid David
- GenPhySE, Université de Toulouse, INRA, ENVT, Castanet Tolosan, France
| | - Laurianne Canario
- GenPhySE, Université de Toulouse, INRA, ENVT, Castanet Tolosan, France
| | - Sylvie Combes
- GenPhySE, Université de Toulouse, INRA, ENVT, Castanet Tolosan, France
| | - Julie Demars
- GenPhySE, Université de Toulouse, INRA, ENVT, Castanet Tolosan, France
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David I, Ricard A. A Unified Model for Inclusive Inheritance in Livestock Species. Genetics 2019; 212:1075-1099. [PMID: 31209104 PMCID: PMC6707455 DOI: 10.1534/genetics.119.302375] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 06/06/2019] [Indexed: 12/31/2022] Open
Abstract
For years, animal selection in livestock species has been performed by selecting animals based on genetic inheritance. However, evolutionary studies have reported that nongenetic information that drives natural selection can also be inherited across generations (epigenetic, microbiota, environmental inheritance). In response to this finding, the concept of inclusive heritability, which combines all sources of information inherited across generations, was developed. To better predict the transmissible potential of each animal by taking into account these diverse sources of inheritance and improve selection in livestock species, we propose the "transmissibility model." Similarly to the animal model, this model uses pedigree and phenotypic information to estimate variance components and predict the transmissible potential of an individual, but differs by estimating the path coefficients of inherited information from parent to offspring instead of using a set value of 0.5 for both the sire and the dam (additive genetic relationship matrix). We demonstrated the structural identifiability of the transmissibility model, and performed a practical identifiability and power study of the model. We also performed simulations to compare the performances of the animal and transmissibility models for estimating the covariances between relatives and predicting the transmissible potential under different combinations of sources of inheritance. The transmissibility model provided similar results to the animal model when inheritance was of genetic origin only, but outperformed the animal model for estimating the covariances between relatives and predicting the transmissible potential when the proportion of inheritance of nongenetic origin was high or when the sire and dam path coefficients were very different.
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Affiliation(s)
- Ingrid David
- GenPhySE, INRA, Université de Toulouse, INPT, ENVT, 31326 Castanet Tolosan, France
| | - Anne Ricard
- GABI, INRA, AgroParisTech, Université Paris Saclay, Département Sciences du Vivant, UMR 1313, 78352 Jouy-en-Josas, France
- Institut Français du Cheval et de l'Equitation, Département Recherche et Innovation, 61310 Exmes, France
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