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Bérodier M, Berg P, Meuwissen T, Boichard D, Brochard M, Ducrocq V. Improved dairy cattle mating plans at herd level using genomic information. Animal 2020; 15:100016. [PMID: 33516018 DOI: 10.1016/j.animal.2020.100016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 07/17/2020] [Accepted: 07/28/2020] [Indexed: 11/19/2022] Open
Abstract
From 2012 to 2018, 223 180 Montbéliarde females were genotyped in France and the number of newly genotyped females increased at a rate of about 33% each year. With female genotyping information, farmers have access to the genomic estimated breeding values of the females in their herd and to their carrier status for genetic defects or major genes segregating in the breed. This information, combined with genomic coancestry, can be used when planning matings in order to maximize the expected on-farm profit of future female offspring. We compared different mating allocation approaches for their capacity to maximize the expected genetic gain while limiting expected progeny inbreeding and the probability to conceive an offspring homozygous for a lethal recessive allele. Three mate allocation strategies (random mating (RAND), sequential mating (gSEQ€) and linear programing mating (gLP€)) were compared on 160 actual Montbéliarde herds using male and female genomic information. Then, we assessed the benefit of using female genomic information by comparing matings planned using only female pedigree information with the equivalent strategy using genomic information. We measured the benefit of adding genomic expected inbreeding and risk of conception of an offspring homozygous for a lethal recessive allele to Net merit in mating plans. The influence of three constraints was tested: by relaxing the constraint on availability of a particular semen type (sexed or conventional) for bulls, by adding an upper limit of 8.5% coancestry between mate pairs or by using a more stringent maximum use of a bull in a herd (5% vs 10%). The use of genomic information instead of pedigree information improved the mate allocation method in terms of progeny expected genetic merit, genetic diversity and risk to conceive an offspring homozygous for a lethal recessive allele. Optimizing mate allocation using linear programming and constraining coancestry to a maximum of 8.5% per mate pair reduced the average coancestry with a small impact on expected Net Merit. In summary, for male and female selection pathways, using genomic information is more efficient than using pedigree information to maximize genetic gain while constraining the expected inbreeding of the progeny and the risk to conceive an offspring homozygous for a lethal recessive allele. This study also underlines the key role of semen type (sexed vs conventional) and the associated constraints on the mate allocation algorithm to maximize genetic gain while maintaining genetic diversity and limiting the risk to conceive an offspring homozygous for a lethal recessive allele.
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Affiliation(s)
- M Bérodier
- UMR GABI, AgroParisTech, INRAE, Université Paris-Saclay, 78350 Jouy-en-Josas, France; MO3, 01250, Ceyzériat, France.
| | - P Berg
- Norwegian University of Life Sciences, PB 5002, N-1432 Ås, Norway
| | - T Meuwissen
- Norwegian University of Life Sciences, PB 5002, N-1432 Ås, Norway
| | - D Boichard
- UMR GABI, AgroParisTech, INRAE, Université Paris-Saclay, 78350 Jouy-en-Josas, France
| | - M Brochard
- MO3, 01250, Ceyzériat, France; Umotest, 01250, Ceyzériat, France
| | - V Ducrocq
- UMR GABI, AgroParisTech, INRAE, Université Paris-Saclay, 78350 Jouy-en-Josas, France
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Hillestad B, Woolliams JA, Boison SA, Grove H, Meuwissen T, Våge DI, Klemetsdal G. Detection of runs of homozygosity in Norwegian Red: Density, criteria and genotyping quality control. ACTA AGR SCAND A-AN 2018. [DOI: 10.1080/09064702.2018.1501088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
| | - J. A. Woolliams
- Department of Animal and Aquacultural Sciences (IHA), Norwegian University of Life Sciences (NMBU), Ås, Norway
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Midlothian, UK
| | | | - H. Grove
- Department of Research and Development, Mahidol University, Salaya, Thailand
| | - T. Meuwissen
- Department of Animal and Aquacultural Sciences (IHA), Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - D. I. Våge
- Department of Animal and Aquacultural Sciences (IHA), Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - G. Klemetsdal
- Department of Animal and Aquacultural Sciences (IHA), Norwegian University of Life Sciences (NMBU), Ås, Norway
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Uddin ME, Meuwissen T, Veerkamp RF. Adjusting for heterogeneity of experimental data in genetic evaluation of dry matter intake in dairy cattle. J Anim Breed Genet 2017; 135:28-36. [DOI: 10.1111/jbg.12300] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Accepted: 09/18/2017] [Indexed: 11/27/2022]
Affiliation(s)
- M. E. Uddin
- Department of Animal and Aquacultural Sciences; Norwegian University of Life Sciences; Aas Norway
| | - T. Meuwissen
- Department of Animal and Aquacultural Sciences; Norwegian University of Life Sciences; Aas Norway
| | - R. F. Veerkamp
- Animal Breeding and Genomics Centre; Wageningen UR; Wageningen The Netherlands
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Steinheim G, Ådnøy T, Meuwissen T, Klemetsdal G. Indications of breed by environment interaction for lamb weights in Norwegian sheep breeds. ACTA AGR SCAND A-AN 2017. [DOI: 10.1080/09064700410032068a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- G. Steinheim
- a Department of Animal and Aquacultural Sciences , Agricultural University of Norway , P.O. Box 5003 , NO-1432 , Ås , Norway
| | - T. Ådnøy
- a Department of Animal and Aquacultural Sciences , Agricultural University of Norway , P.O. Box 5003 , NO-1432 , Ås , Norway
| | - T. Meuwissen
- a Department of Animal and Aquacultural Sciences , Agricultural University of Norway , P.O. Box 5003 , NO-1432 , Ås , Norway
| | - G. Klemetsdal
- a Department of Animal and Aquacultural Sciences , Agricultural University of Norway , P.O. Box 5003 , NO-1432 , Ås , Norway
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Affiliation(s)
- J Ødegård
- AquaGen AS, Trondheim, Norway. .,Norwegian University of Life Sciences, 10 Ås, Norway.
| | - T Meuwissen
- Norwegian University of Life Sciences, 10 Ås, Norway.
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Aasmundstad T, Andersen-Ranberg I, Nordbø Ø, Meuwissen T, Vangen O, Grindflek E. The effect of including genomic relationships in the estimation of genetic parameters of functional traits in pigs. J Anim Breed Genet 2015; 132:386-91. [DOI: 10.1111/jbg.12156] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2014] [Accepted: 01/27/2015] [Indexed: 01/22/2023]
Affiliation(s)
- T. Aasmundstad
- Research and Development; Norsvin; Hamar Norway
- Department of Animal and Aquacultural Sciences; Norwegian University of Life Sciences; Ås Norway
| | | | - Ø. Nordbø
- Research and Development; Norsvin; Hamar Norway
| | - T. Meuwissen
- Department of Animal and Aquacultural Sciences; Norwegian University of Life Sciences; Ås Norway
| | - O. Vangen
- Department of Animal and Aquacultural Sciences; Norwegian University of Life Sciences; Ås Norway
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Åby BA, Kantanen J, Aass L, Meuwissen T. Current status of livestock production in the Nordic countries and future challenges with a changing climate and human population growth. ACTA AGR SCAND A-AN 2014. [DOI: 10.1080/09064702.2014.950321] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Olsen HF, Meuwissen T, Klemetsdal G. Optimal contribution selection applied to the Norwegian and the North-Swedish cold-blooded trotter - a feasibility study. J Anim Breed Genet 2013; 130:170-7. [PMID: 23679942 DOI: 10.1111/j.1439-0388.2012.01005.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The aim of this study was to examine how to apply optimal contribution selection (OCS) in the Norwegian and the North-Swedish cold-blooded trotter and give practical recommendations for the future. OCS was implemented using the software Gencont with overlapping generations and selected a few, but young sires, as these turn over the generations faster and thus is less related to the mare candidates. In addition, a number of Swedish sires were selected as they were less related to the selection candidates. We concluded that implementing OCS is feasible to select sires (there is no selection on mares), and we recommend the number of available sire candidates to be continuously updated because of amongst others deaths and geldings. In addition, only considering sire candidates with phenotype above average within a year class would allow selection candidates from many year classes to be included and circumvent current limitation on number of selection candidates in Gencont (approx. 3000). The results showed that mare candidates can well be those being mated the previous year. OCS will, dynamically, recruit young stallions and manage the culling or renewal of annual breeding permits for stallions that had been previously approved. For the annual mating proportion per sire, a constraint in accordance with the maximum that a sire can mate naturally is recommended.
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Affiliation(s)
- H F Olsen
- Department of Animal and Aquacultural Sciences, Norwegian University of Life Sciences, Ås, Norway.
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Dalvit C, De Marchi M, Dal Zotto R, Gervaso M, Meuwissen T, Cassandro M. Breed assignment test in four Italian beef cattle breeds. Meat Sci 2008; 80:389-95. [PMID: 22063344 DOI: 10.1016/j.meatsci.2008.01.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2007] [Revised: 12/19/2007] [Accepted: 01/13/2008] [Indexed: 11/28/2022]
Affiliation(s)
- C Dalvit
- Department of Animal Science, University of Padova, 35020 Legnaro (PD), Italy
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Dalvit C, De Marchi M, Dal Zotto R, Zanetti E, Meuwissen T, Cassandro M. Genetic characterization of the Burlina cattle breed using microsatellites markers. J Anim Breed Genet 2008; 125:137-44. [DOI: 10.1111/j.1439-0388.2007.00707.x] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Trangerud C, Meuwissen T, Ropstad E, Indrebø A, Grøndalen J, Moe L. Risk factors affecting metaphyseal irregularities in the radius and ulna of growing Newfoundland dogs. J Anim Sci 2007; 85:2437-44. [PMID: 17565053 DOI: 10.2527/jas.2006-838] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The main objective of this study was to study risk factors affecting metaphyseal irregularities (MI) in the distal radius and ulna of growing Newfoundland dogs. Risk factors studied included the genetic effects, effects of litters, BW, circumferences of the distal radius and ulna (CDRU), and total serum alkaline phosphatase (ALP) concentrations. The study included 118 Newfoundland dogs (60 females, 58 males), derived from 32 litters. Body weight, separated on sex and MI, was fitted to the Gompertz function. Occurrence of MI differed significantly between sexes, with 55% of males and 35% of females affected (P = 0.03). Growth curves for the 2 groups of dogs, with and without MI, diverged after 60 to 70 d, and dogs with irregularities were heavier at maturity than dogs of the same sex without irregularities. In univariate analysis, the litter effect was a significant predictor of MI, explaining 32% of total variability of the MI incidence, but the genetic effects were not significant. However, the latter were significant in bivariate analysis of MI and BW. In the bivariate analysis, the effects of litter on MI and BW were significantly correlated at all observational points except at birth, 180 d, and 536 d. Total ALP concentrations decreased with increasing age, and differences between groups diminished with increasing age, indicating a negative effect of total ALP on MI. Correlation between MI and total ALP concentrations of litters was estimated in a bivariate analysis. This correlation was significant and ranged between -0.34 and -0.62. Similarly, the genetic relationship between total ALP and MI from 120 d of age onward varied between -0.31 to -0.60. However, correlations were only significant at 356 d of age (genetic correlation = 0.60; P = 0.01). The mean CDRU increased from 90 d of age toward a peak at 180 d. Thereafter, CDRU declined and stabilized at about 1 yr of age. The mean CDRU between the groups of dogs with and without MI diverged most at 90 d of age, then was nearly stable until 180 d and gradually declined until 356 d, when the CDRU began to equalize. Metaphyseal irregularities and CDRU levels of litter were significantly correlated. Litter effect was a significant predictor of MI. The effects of litters and the genetic effects on BW and MI were correlated at most phases of the growth of the dog. Similar, but lower, correlations were found for CDRU and MI, and total ALP and MI.
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Affiliation(s)
- C Trangerud
- Department of Companion Animal Clinical Sciences, Norwegian School of Veterinary Science, PO Box 8146 Dep., N-0033 Oslo, Norway.
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Bergem M, Norberg K, Roseth A, Meuwissen T, Lien S, Aamodt RH. Chimeric honeybees (Apis mellifera) produced by transplantation of embryonic cells into pre-gastrula stage embryos and detection of chimerism by use of microsatellite markers. Mol Reprod Dev 2006; 73:475-81. [PMID: 16425230 DOI: 10.1002/mrd.20435] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The production of chimeras, by use of cell transplantation, has proved to be highly valuable in studies of development by providing insights into cell fate, differentiation, and developmental potential. So far, chimeric honeybees have been created by nuclear transfer technologies. We have developed protocols to produce chimeric honeybees by use of cell transplantation. Embryonic cells were transplanted between pre-gastrula stage embryos (32-34 hr after oviposition) and hatched larvae were reared in vitro for 4 days. Chimeric individuals were detected by use of microsatellite analysis and a conservative estimation approach. 4.8% of embryos, posteriorly injected with embryonic cells, developed into chimeric honeybee larvae. By injection of cells pre-stained with fluorescent cell tracer dye, we studied the integration of transplanted cells in the developing embryos. Number of injected cells varied from 0 to 50 and cells remained and multiplied mainly in the area of injection.
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Affiliation(s)
- M Bergem
- Department of Animal- and Aquacultural Sciences, Norwegian University of Life Sciences, Aas, Norway.
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Holt M, Meuwissen T, Vangen O. Long-term responses, changes in genetic variances and inbreeding depression from 122 generations of selection on increased litter size in mice. J Anim Breed Genet 2005; 122:199-209. [PMID: 16130472 DOI: 10.1111/j.1439-0388.2005.00526.x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Data on mice selected for litter size over 122 generations have been analysed in order to reveal the effect of long-term selection on responses and changes in variances over a long selection period. Originally, three lines were established from the same base population, namely an H line selected for large litter size, an L line selected for small litter size and a K line without selection. In generation 122, the mean number of pups born alive (NBA) was 22 for the H line and 11 for the K line. Phenotypic response to selection is reduced over generations, but crossing of plateaued lines increased responses and realized heritabilities. Both realized heritabilities and heritabilities from residual maximal likelihood (REML) analyses were, in general, calculated from generation (-1)-44 (period 1), 45-70 (period 2) and 71-122 (period 3) separately. Realized heritabilities were in general smaller than heritabilities estimated from mixed model analysis. An overall estimate of heritability for NBA was found to be 0.19 (+/- 0.01) by REML analysis. Additive variance is constant over all periods in the high line and the control line, but is reduced over periods in the low line. The reduction of additive variance in the low line could probably be explained by changes in gene frequencies. In all lines, environmental variances increased over periods. Inbreeding reduced the mean litter size by 0.72 (+/- 0.10) pups per 10% increase in inbreeding, with substantial variance between periods and lines.
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Affiliation(s)
- M Holt
- Department of Animal and Aquacultural Sciences, Agricultural University of Norway, Norway.
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Talle SB, Chenyabuga WS, Fimland E, Syrstad O, Meuwissen T, Klungland H. Use of DNA technologies for the conservation of animal genetic resources: A review. ACTA AGR SCAND A-AN 2005. [DOI: 10.1080/09064700510009315] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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Steinheim G, Ådnøy T, Meuwissen T, Klemetsdal G. Indications of breed by environment interaction for lamb weights in Norwegian sheep breeds. ACTA AGR SCAND A-AN 2004. [DOI: 10.1080/09064700410032068] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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