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Arisman BC, Burke JM, Morgan JLM, Lewis RM. Genotype by environment interaction and heteroscedasticity influence the expression of parasite resistance in Katahdin sheep. J Anim Sci 2023; 101:skad228. [PMID: 37407224 PMCID: PMC10402657 DOI: 10.1093/jas/skad228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Accepted: 07/05/2023] [Indexed: 07/07/2023] Open
Abstract
Increasingly, sheep producers are choosing breeds that express resistance to gastrointestinal parasites due to reduced efficacy of anthelminthic drugs. One such breed is Katahdin. Katahdins are raised in various climates and management systems in the United States, which can be combined into eco-management clusters to describe production environments more holistically. The objectives of this study were to determine if genotype by environment interaction (G × E) and heteroscedasticity existed across these eco-management clusters for traits indicative of parasite resistance. Body weights (BW), FAMACHA scores (FAM), and fecal egg counts (FEC) were collected at around 90 d in 3,527 Katahdin lambs delineated into nine eco-management clusters. A tri-variate animal model including birth-rearing type, sex, and dam age (as a quadratic covariate) as fixed effects, and eco-management cluster, direct additive, uncorrelated maternal environmental (for BW), and residual as random effects, was fitted with ASReml. Heritability estimates for BW, FEC, and FAM were 0.36 ± 0.07, 0.31 ± 0.07, and 0.26 ± 0.05, respectively. The genetic (additive) correlation between BW with FEC was -0.26 ± 0.08 and with FAM was -0.16 ± 0.08, and thereby favorable. Heritabilities were also estimated univariately within eco-management clusters and ranged from 0.30 ± 0.05 to 0.37 ± 0.05 for BW, 0.18 ± 0.12 to 0.50 ± 0.13 for FEC, and 0.07 ± 0.06 to 0.40 ± 0.19 for FAM. Significant genetic and phenotypic heteroscedasticity among eco-management clusters was detected in FEC and FAM. A sire by eco-management cluster interaction term was added to the initial model fitted to evaluate G × E. This interaction defined substantial variation (P < 0.01) in all traits and explained 12% (FEC) to 20% (BW) of the phenotypic variation. Accounting for G × E and heteroscedasticity in the design and implementation of breeding programs may introduce operational challenges. Still, doing so would improve the efficacy of selection programs to improve parasite resistance.
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Affiliation(s)
- Brian C Arisman
- Department of Animal Science, University of Nebraska-Lincoln, Lincoln, NE 68588, USA
| | - Joan M Burke
- USDA, ARS, Dale Bumpers Small Farms Research Center, Booneville, AR 72927, USA
| | | | - Ronald M Lewis
- Department of Animal Science, University of Nebraska-Lincoln, Lincoln, NE 68588, USA
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Thorne JW, Bowdridge SA, Murdoch BM, Redden RR. Response of Rambouillet Lambs to an Artificial Gastrointestinal Nematode Infection. Animals (Basel) 2022; 12:1199. [PMID: 35565625 PMCID: PMC9102365 DOI: 10.3390/ani12091199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 04/18/2022] [Accepted: 05/04/2022] [Indexed: 11/24/2022] Open
Abstract
Gastrointestinal nematodes (GIN) threaten the productivity and health of sheep worldwide, prompting the need for genetic selection to reduce GIN susceptibility. Fecal egg count (FEC), packed-cell volume (PCV), and various production traits were examined in parasitized Rambouillet sheep and compared to sire FEC estimated breeding value (EBV). Rambouillet lambs (n = 77) were inoculated with 10,000 H. contortus L3 larvae. Subsequently, FEC, PCV, and body weight (BW) were captured at seven-day intervals for six weeks. Lambs were sired by one of two rams with post-weaning FEC EBV of −9% or +9%. Mean FEC differed (p = 0.0132) with lambs from the lower EBV sire (“Sire L”) being reduced, versus those from the higher EBV sire (“Sire H”), being 2135 ± 211 vs. 2912 ± 207 eggs per gram, respectively. Males and females did not differ for FEC, but females exhibited a higher mean PCV than males, (33.74 vs. 29.65%, p < 0.0001). Lambs were shorn ~120 d post artificial infection and wool measurements were captured. A negative correlation between FEC and grease fleece weight was observed. Our results describe the response of Rambouillet lambs to artificial H. contortus infection and suggest FEC EBV can reduce susceptibility to GIN in this breed.
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Affiliation(s)
- Jacob W. Thorne
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID 83844, USA; (J.W.T.); (B.M.M.)
- Texas A&M AgriLife Research and Extension, San Angelo, TX 76903, USA
| | - Scott A. Bowdridge
- Department of Animal and Nutritional Sciences, West Virginia University, Morgantown, WV 26506, USA;
| | - Brenda M. Murdoch
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID 83844, USA; (J.W.T.); (B.M.M.)
| | - R. Reid Redden
- Texas A&M AgriLife Research and Extension, San Angelo, TX 76903, USA
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Sánchez AL, Bell W, Ponzoni RW. A desired gains approach for the prediction of genetic gain in resistance to gastrointestinal nematodes in a multi-trait breeding objective in Uruguayan Merino sheep. J Anim Breed Genet 2021; 138:739-748. [PMID: 34060147 DOI: 10.1111/jbg.12555] [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: 05/29/2020] [Revised: 04/26/2021] [Accepted: 05/08/2021] [Indexed: 11/27/2022]
Abstract
Gastrointestinal nematodes (GIN) constitute a problem in many sheep production systems, including those in Uruguay, causing reduced productivity and increased expenses. The main strategy to control GIN has consisted of the use of anthelmintics. However, GINs have developed resistance to anthelmintics, reducing their effectiveness. Genetic resistance to GINs has been found in flocks of different breeds. To date, there have been no reports about GINs breaking down genetic resistance in sheep. Heritability estimates of resistance to GIN within breeds are generally moderate, so that achieving genetic gain within a flock is possible. In this study, we predicted genetic gain in worm egg count (WEC), an indirect (and generally preferred) criterion of resistance to GIN, following different strategies. A multi-trait breeding objective including wool and meat traits was assumed and genetic gain over 10 years of selection in a Merino flock was estimated. We used a desired gains approach, examining situations in which the economic contribution of genetic gain in resistance to GIN in percentage terms was 0, 25, 50, 75 or 100. Except when the level of infestation with GIN was low, a considerable amount of emphasis had to be placed on selection for low WEC in order to reach the threshold below which the administration of anthelmintics is not required. High emphasis on reducing WEC lead to a reduction in genetic gain in wool and meat traits, or to their deterioration in the extreme case of 100 per cent emphasis on WEC. Given this finding, coupled with the difficulties encountered in accurately recording and selecting for WEC, we concluded that in addition to embarking upon a programme of within flock selection, sheep breeders interested in improving genetic resistance to GIN should also consider using breeding stock identified as superior for both resistance and production traits in across flock genetic evaluations.
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Affiliation(s)
- Ana Laura Sánchez
- Departamento de Producción Animal y Pasturas, Facultad de Agronomía, Universidad de la República, Montevideo, Uruguay
| | - Washington Bell
- Departamento de Producción Animal y Pasturas, Facultad de Agronomía, Universidad de la República, Montevideo, Uruguay
| | - Raúl W Ponzoni
- Facultad de Agronomía, Colegio de Posgrados, Universidad de la República, Montevideo, Uruguay
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Al Kalaldeh M, Gibson J, Lee SH, Gondro C, van der Werf JHJ. Detection of genomic regions underlying resistance to gastrointestinal parasites in Australian sheep. Genet Sel Evol 2019; 51:37. [PMID: 31269896 PMCID: PMC6609385 DOI: 10.1186/s12711-019-0479-1] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2018] [Accepted: 06/19/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND This study aimed at identifying genomic regions that underlie genetic variation of worm egg count, as an indicator trait for parasite resistance in a large population of Australian sheep, which was genotyped with the high-density 600 K Ovine single nucleotide polymorphism array. This study included 7539 sheep from different locations across Australia that underwent a field challenge with mixed gastrointestinal parasite species. Faecal samples were collected and worm egg counts for three strongyle species, i.e. Teladorsagia circumcincta, Haemonchus contortus and Trichostrongylus colubriformis were determined. Data were analysed using genome-wide association studies (GWAS) and regional heritability mapping (RHM). RESULTS Both RHM and GWAS detected a region on Ovis aries (OAR) chromosome 2 that was highly significantly associated with parasite resistance at a genome-wise false discovery rate of 5%. RHM revealed additional significant regions on OAR6, 18, and 24. Pathway analysis revealed 13 genes within these significant regions (SH3RF1, HERC2, MAP3K, CYFIP1, PTPN1, BIN1, HERC3, HERC5, HERC6, IBSP, SPP1, ISG20, and DET1), which have various roles in innate and acquired immune response mechanisms, as well as cytokine signalling. Other genes involved in haemostasis regulation and mucosal defence were also detected, which are important for protection of sheep against invading parasites. CONCLUSIONS This study identified significant genomic regions on OAR2, 6, 18, and 24 that are associated with parasite resistance in sheep. RHM was more powerful in detecting regions that affect parasite resistance than GWAS. Our results support the hypothesis that parasite resistance is a complex trait and is determined by a large number of genes with small effects, rather than by a few major genes with large effects.
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Affiliation(s)
- Mohammad Al Kalaldeh
- Cooperative Research Centre for Sheep Industry Innovation, Armidale, NSW, 2351, Australia. .,School of Environmental and Rural Science, University of New England, Armidale, NSW, 2351, Australia.
| | - John Gibson
- Cooperative Research Centre for Sheep Industry Innovation, Armidale, NSW, 2351, Australia.,School of Environmental and Rural Science, University of New England, Armidale, NSW, 2351, Australia
| | - Sang Hong Lee
- Australian Centre for Precision Health, University of South Australia Cancer Research Institute, University of South Australia, Adelaide, SA, 5000, Australia
| | - Cedric Gondro
- School of Environmental and Rural Science, University of New England, Armidale, NSW, 2351, Australia.,College of Agriculture and Natural Resources, Michigan State University, East Lansing, MI, 48824, USA
| | - Julius H J van der Werf
- Cooperative Research Centre for Sheep Industry Innovation, Armidale, NSW, 2351, Australia.,School of Environmental and Rural Science, University of New England, Armidale, NSW, 2351, Australia
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