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Dash SS, Bangar YC, Magotra A, Patil CS, Sahu S, Malik ZS, Dahiya S. Population structure and inbreeding in Harnali sheep through pedigree analysis. Trop Anim Health Prod 2025; 57:55. [PMID: 39937315 DOI: 10.1007/s11250-025-04306-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Accepted: 01/31/2025] [Indexed: 02/13/2025]
Abstract
The present investigation was carried out to study population structure using pedigree records and to estimate the inbreeding coefficient in closed flock of Harnali sheep. The data records consisted whole population with 2404 animals produced over 24 years (1998-2021) and reference population of 466 animals (year 2018 to 2021) were obtained from closed flock of Harnali sheep at Department of Animal Genetics and Breeding, LUVAS, Hisar (India). The pedigree under analysis included a maximum of nine generations, with 452 animals used as founder. The results showed that mean maximum, complete, and equivalent generations were 3.20, 1.51 and 2.17, respectively. The effective population size was estimated as 202.63. Number of founders contributing to reference population and effective number of founders (fe) for reference population were 115 and 21. The mean average relatedness and generation interval in whole and reference population were 1.86 and 2.19%, and 4.49 ± 0.06 and 4.19 ± 0.10 years, respectively. The average inbreeding rate among studied population was 0.46% in whole population and 0.50% in reference population. Estimated average relatedness (AR) suggested limited allele sharing within the population. The results of general linear modeling showed that there was no significant (P > 0.05) association of inbreeding on various growth and reproduction traits in studied animals. The study concludes that to minimize generation intervals and counteract inbreeding within the closed flock of Harnali sheep, it's imperative to utilize pedigree records to select unrelated sires and to commence the selection of breeding stock at an early stage. These actions could be vital for enhancing genetic advancement and preserving genetic diversity within the flock.
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Affiliation(s)
- Spandan Shashwat Dash
- Department of Animal Genetics and Breeding, Lala Lajpat Rai University of Veterinary and Animal Sciences, Hisar, Haryana, India, 125001
| | - Yogesh C Bangar
- Department of Animal Genetics and Breeding, Lala Lajpat Rai University of Veterinary and Animal Sciences, Hisar, Haryana, India, 125001.
| | - Ankit Magotra
- Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, (SKUASTJammu), Jammu and Kashmir, 180009, India
| | - Chandrashekar S Patil
- Department of Animal Genetics and Breeding, College of Veterinary Sciences, Rani Lakshmibai Central Agricultural University, Jhansi, Uttar Pradesh, 284003, India
| | - Subhashish Sahu
- Department of Livestock Production Management, Lala Lajpat Rai University of Veterinary and Animal Sciences, Hisar, Haryana, India, 125001
| | - Zile S Malik
- Department of Animal Genetics and Breeding, Lala Lajpat Rai University of Veterinary and Animal Sciences, Hisar, Haryana, India, 125001
| | - Satpal Dahiya
- Department of Animal Genetics and Breeding, Lala Lajpat Rai University of Veterinary and Animal Sciences, Hisar, Haryana, India, 125001
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Justinski C, Wilkens J, Distl O. Inbreeding Depression and Purging for Meat Performance Traits in German Sheep Breeds. Animals (Basel) 2023; 13:3547. [PMID: 38003164 PMCID: PMC10668769 DOI: 10.3390/ani13223547] [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: 09/30/2023] [Revised: 10/16/2023] [Accepted: 11/08/2023] [Indexed: 11/26/2023] Open
Abstract
This study provides estimates on genetic parameters, inbreeding depression and purging for meat performance measures from 25 German sheep breeds. All German meat, merino sheep breeds and breeds of other breeding directions with a sufficient number of pedigree and performance data were included in this study. Phenotypic traits retrieved from the national database OviCap were evaluated: daily weight gain, meatiness score and ultrasound measurements for muscle and fat thickness. We employed animal models to estimate heritability, variance and covariance components for these meat performance traits as well as inbreeding depression and purging. The heritabilities, on average, reached estimates of 0.55, 0.34, 0.53 and 0.61 for daily weight gain, meatiness score and ultrasound measurements for muscle and fat thickness, respectively. We estimated the linear regression slopes for the individual rate of inbreeding, new and ancestral inbreeding, as well as the inbreeding coefficient and its interaction with the inbreeding coefficient of Ballou, employing animal models with non-genetic effects and the additive genetic effect of the animal. Across all breeds, inbreeding was only significant for daily weight gain, whereas for all other traits, estimates were not significant. Within sheep breeds, we found significant inbreeding depression for daily weight gain in German Mutton Merino and German Blackheaded Mutton as well as for the meatiness score in German Whiteheaded Mutton. Significant effects for purging, based on ancestral inbreeding and the interaction effect of the classical inbreeding coefficient with the inbreeding coefficient of Ballou, were not obvious either across or within any sheep breed. A 1% increase in inbreeding significantly decreased the phenotypic trait median of daily weight gain across all sheep breeds by 0.50% and 0.70% of phenotypic and genetic standard deviation, respectively. Purging effects due to ancestral inbreeding were not significant in any breed or across breeds. The results of this study may indicate that inbreeding depression may be more harmful in traits under stronger selection than in traits that exert low selection pressure. The results of this study demonstrate the different effects that result in meat performance traits due to inbreeding. With increasing rates of inbreeding and critical effective population sizes, selection intensity for breeding objectives has to be critically reviewed for each sheep breed. Inbreeding depression and purging should be evaluated in order to prevent a decrease in trait means due to inbreeding and to determine whether detrimental alleles are eliminated.
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Affiliation(s)
- Cathrin Justinski
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine Hannover (Foundation), 30559 Hannover, Germany;
| | - Jens Wilkens
- VIT—Vereinigte Informationssysteme Tierhaltung w.V., Heinrich-Schröder-Weg 1, 27283 Verden, Germany;
| | - Ottmar Distl
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine Hannover (Foundation), 30559 Hannover, Germany;
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Genetic Diversity and Trends of Ancestral and New Inbreeding in German Sheep Breeds by Pedigree Data. Animals (Basel) 2023; 13:ani13040623. [PMID: 36830410 PMCID: PMC9951766 DOI: 10.3390/ani13040623] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 01/29/2023] [Accepted: 02/07/2023] [Indexed: 02/12/2023] Open
Abstract
In Germany, many autochthonous sheep breeds have developed, adapted to mountain, heath, moorland, or other marginal sites, but breeds imported from other countries have also contributed to the domestic breeds, particularly improving wool and meat quality. Selective breeding and the intense use of rams may risk losing genetic diversity and increasing rates of inbreeding. On the other hand, breeds with a low number of founder animals and only regional popularity may not leave their endangered status, as the number of breeders interested in the breed is limited. The objective of the present study was to determine demographic measures of genetic diversity and recent as well as ancestral trends of inbreeding in all autochthonous German sheep breeds and sheep of all breeding directions, including wool, meat, and milk. We used pedigree data from 1,435,562 sheep of 35 different breeds and a reference population of 981,093 sheep, born from 2010 to 2020. The mean number of equivalent generations, founders, effective founders, effective ancestors, and effective founder genomes were 5.77, 1669, 123.2, 63.5, and 33.0, respectively. Genetic drift accounted for 69% of the loss of genetic diversity, while loss due to unequal founder contributions was 31%. The mean inbreeding coefficient, individual rate of inbreeding (∆Fi), and realized effective population size across breeds were 0.031, 0.0074, and 91.4, respectively, with a significantly decreasing trend in ∆Fi in 11/35 breeds. New inbreeding, according to Kalinowski, contributed to 71.8% of individual inbreeding, but ancestral inbreeding coefficients showed an increasing trend in all breeds. In conclusion, in our study, all but one of the mountain-stone sheep breeds and the country sheep breed Wald were the most vulnerable populations, with Ne < 50. The next most endangered breeds are exotic, country, and heath breeds, with average Ne of 66, 83, and 89, respectively. The wool, meat, and milk breeds showed the highest genetic diversity, with average Ne of 158, 120, and 111, respectively. The results of our study should help strengthen conservation program efforts for the most endangered sheep breeds and maintain a high genetic diversity in all sheep breeds.
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Genetic Parameters of Growth Traits and Quantitative Genetic Metrics for Selection and Conservation of Mecheri Sheep of Tamil Nadu. Animals (Basel) 2023; 13:ani13030454. [PMID: 36766344 PMCID: PMC9913403 DOI: 10.3390/ani13030454] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 01/01/2023] [Accepted: 01/27/2023] [Indexed: 02/01/2023] Open
Abstract
Determining the genetic and non-genetic sources of variation in a breed is vital for the formulation of strategies for its conservation and improvement. The present study was aimed at estimating the (co)variance components and genetic parameters of Mecheri sheep by fitting six different animal models in the restricted maximum likelihood method, with a preliminary investigation on the performance of animals for non-genetic sources of variation. A total of 2616 lambs were studied, and varying levels of significance were found for the effects of period, season, parity of dam, and birth type on different body-weight traits. Direct heritability estimates derived from the best animal model for body weight at birth, three months, six months, nine months, and twelve months were 0.21, 0.24, 0.10, 0.15, and 0.09, respectively, and the maternal heritability of the corresponding traits was 0.12, 0.05, 0.04, 0.04, and 0.04, respectively. The genetic correlations between the body-weight traits were all positive and moderate-to-strong, except for the correlation between birth weight and the other body-weight traits. The significance of non-genetic factors studied in this work demanded a correction to improve the accuracy of the direct selection of lambs for body-weight traits. The estimated genetic parameters identified the weaning weight as a selection criterion for the improvement in body weight of Mecheri lambs at different ages. Inbred individuals accounted for approximately 13% of the total population in the Mecheri sheep population studied. There were 877 founders in the population, and the actual effective population size was 128.48. The population's mean generation interval was 3.26. The mean inbreeding values ranged from 0.005 to 0.010 across generations. The population's average relatedness ranged from 0.001 to 0.014 across generations. Individual inbreeding was found to be 0.45 per cent for the entire population and 3.4 per cent for the inbred population.
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Kannan TA, Jaganathan M, Ramanujam R, Msalya GM. Assessment of growth and population structure revealed sufficient genetic diversity among lambs of Mecheri sheep in Tamil Nadu, India. Small Rumin Res 2022. [DOI: 10.1016/j.smallrumres.2022.106781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Bangar YC, Magotra A, Yadav AS. Estimation of inbreeding and its effects on growth traits in Beetal goat. Trop Anim Health Prod 2022; 54:279. [PMID: 36074276 DOI: 10.1007/s11250-022-03283-8] [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: 03/23/2022] [Accepted: 08/31/2022] [Indexed: 10/14/2022]
Abstract
The purpose of the present study was to estimate the inbreeding coefficient and its effects on various growth traits in Beetal goat using pedigree records of 963 kids born to 38 sires and 287 dams over the period of 2004 to 2019. The inbreeding coefficients for each individual were obtained under animal model. The effects of inbreeding along with other fixed effects such as year of birth, sex of kid, type of birth, and dam's weight at kidding on growth traits viz., weight at birth (BWT), 3 (WT3), 6 (WT6), 9 (WT9), and 12 (WT12) months of age were studied using least-squares analysis. Additionally, average daily gain and Kleiber ratio up to weaning age (90 days) were studied under the same model. The overall inbreeding coefficient was low in magnitude (1.42%) and ranged from 0 to 25% over the study period. The significant (P < 0.05) increase in average inbreeding coefficient (%) over the years was observed among the studied population. Although, the effects of various factors had significant (P < 0.05) influence on growth traits under least-squares model, the regression of targeted traits on inbreeding were non-significant (P > 0.05) and the same ranged from - 0.06 to 0.04. The present findings indicated that there was no inbreeding depression among the growth traits of Beetal goat. However, as inbreeding (%) raised in recent years only, the scientific efforts must be taken to avoid inbreeding at resourced population by introducing new germplasms at earliest.
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Affiliation(s)
- Yogesh C Bangar
- Department of Animal Genetics and Breeding, Lala Lajpat Rai University of Veterinary and Animal Sciences (LUVAS), Hisar, Haryana, 125001, India.
| | - Ankit Magotra
- Department of Animal Genetics and Breeding, Lala Lajpat Rai University of Veterinary and Animal Sciences (LUVAS), Hisar, Haryana, 125001, India
| | - A S Yadav
- Department of Animal Genetics and Breeding, Lala Lajpat Rai University of Veterinary and Animal Sciences (LUVAS), Hisar, Haryana, 125001, India
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Špehar M, Ramljak J, Kasap A. Estimation of genetic parameters and the effect of inbreeding on dairy traits in Istrian sheep. ITALIAN JOURNAL OF ANIMAL SCIENCE 2022. [DOI: 10.1080/1828051x.2022.2031320] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Marija Špehar
- Croatian Agency for Agriculture and Food, Zagreb, Croatia
| | - Jelena Ramljak
- Zavod za specijalno stočarstvo, University of Zagreb Faculty of Agriculture, Zagreb, Croatia
| | - Ante Kasap
- Zavod za specijalno stočarstvo, University of Zagreb Faculty of Agriculture, Zagreb, Croatia
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Matos ÉJA, Lôbo RNB. Population structure and inbreeding effects on growth traits of Morada Nova sheep. Livest Sci 2021. [DOI: 10.1016/j.livsci.2021.104625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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How Depressing Is Inbreeding? A Meta-Analysis of 30 Years of Research on the Effects of Inbreeding in Livestock. Genes (Basel) 2021; 12:genes12060926. [PMID: 34207101 PMCID: PMC8234567 DOI: 10.3390/genes12060926] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Revised: 06/12/2021] [Accepted: 06/15/2021] [Indexed: 11/17/2022] Open
Abstract
Inbreeding depression has been widely documented for livestock and other animal and plant populations. Inbreeding is generally expected to have a stronger unfavorable effect on fitness traits than on other traits. Traditionally, the degree of inbreeding depression in livestock has been estimated as the slope of the linear regression of phenotypic values on pedigree-based inbreeding coefficients. With the increasing availability of SNP-data, pedigree inbreeding can now be replaced by SNP-based measures. We performed a meta-analysis of 154 studies, published from 1990 to 2020 on seven livestock species, and compared the degree of inbreeding depression (1) across different trait groups, and (2) across different pedigree-based and SNP-based measures of inbreeding. Across all studies and traits, a 1% increase in pedigree inbreeding was associated with a median decrease in phenotypic value of 0.13% of a trait’s mean, or 0.59% of a trait’s standard deviation. Inbreeding had an unfavorable effect on all sorts of traits and there was no evidence for a stronger effect on primary fitness traits (e.g., reproduction/survival traits) than on other traits (e.g., production traits or morphological traits). p-values of inbreeding depression estimates were smaller for SNP-based inbreeding measures than for pedigree inbreeding, suggesting more power for SNP-based measures. There were no consistent differences in p-values for percentage of homozygous SNPs, inbreeding based on runs of homozygosity (ROH) or inbreeding based on a genomic relationship matrix. The number of studies that directly compares these different measures, however, is limited and comparisons are furthermore complicated by differences in scale and arbitrary definitions of particularly ROH-based inbreeding. To facilitate comparisons across studies in future, we provide the dataset with inbreeding depression estimates of 154 studies and stress the importance of always reporting detailed information (on traits, inbreeding coefficients, and models used) along with inbreeding depression estimates.
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Murphy TW, Keele JW, Freking BA. Genetic and nongenetic factors influencing ewe prolificacy and lamb body weight in a closed Romanov flock. J Anim Sci 2020; 98:5899135. [PMID: 32860702 DOI: 10.1093/jas/skaa283] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Accepted: 08/24/2020] [Indexed: 11/13/2022] Open
Abstract
The U.S. Meat Animal Research Center was the first entity in the United States to import the Romanov breed and it has been maintained as a closed flock for over 30 yr. Incorporating this super-prolific breed into crossbred and composite populations has resulted in large improvements in ewe productivity. However, few have quantified factors contributing to genetic and nongenetic variation in ewe reproduction and lamb growth within purebred Romanov populations, which were the objectives of this study. The pedigree contained a total of 8,683 lambs born to 218 and 1,600 unique sires and dams, respectively. Number of lambs born on a per ewe exposed (NLBE) and lambing (NLBL) basis were analyzed in univariate repeatability animal models. As expected, the proportion of phenotypic variance (σP2) in litter size attributable to additive genetic (0.06 to 0.08) and permanent environmental (0.05 to 0.07) effects of the ewe was low. The service sire permanent environmental effect contributed to a small but significant amount of σP2 in NLBE (0.03) but not NLBL. However, the service sire additive genetic effect did not influence σP2 in NLBE or NLBL. Lamb body weight was recorded at birth (BWB) and upon weaning from either milk replacer (~30 d; BWW-N) or their dam (~60 d; BWW-D) and were analyzed in a three-trait model with random additive direct and maternal effects. Estimated direct heritabilities were low for all body weight (BW) traits (0.07 to 0.10). Maternal heritability was moderate for BWB (0.34) but low for weaning BW (0.11 to 0.18). This was the first to report direct and maternal genetic correlations between BW of nursery- and dam-reared lambs, and both were estimated to be moderate (0.43 to 0.47). Additionally, the direct and maternal effects of BWB were more strongly correlated with BWW-N (0.74 to 0.82) than BWW-D (0.17 to 0.33). Despite inbreeding coefficients having increased at a rate of 0.33% per birth year (1986 to 2019) in this flock, they were not consistently associated with reductions in ewe or lamb performance. Parameter estimates generally agreed with those from less-prolific breeds, and results indicate that selection can be an effective means of improving subcomponents of ewe productivity.
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Affiliation(s)
- Thomas W Murphy
- Genetics, Breeding, and Animal Health Research Unit, Roman L. Hruska U.S. Meat Animal Research Center, USDA, ARS, Clay Center, Nebraska
| | - John W Keele
- Genetics, Breeding, and Animal Health Research Unit, Roman L. Hruska U.S. Meat Animal Research Center, USDA, ARS, Clay Center, Nebraska
| | - Brad A Freking
- Genetics, Breeding, and Animal Health Research Unit, Roman L. Hruska U.S. Meat Animal Research Center, USDA, ARS, Clay Center, Nebraska
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Paiva RDM, de Sousa JER, Ferreira J, Cunha EE, de Paiva MPSLM, Gouveia AMG, Facó O. Population structure and effect of inbreeding on milk yield of Saanen goats in Brazilian production systems. Small Rumin Res 2020. [DOI: 10.1016/j.smallrumres.2020.106194] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Mandal A, Baneh H, Subramanyam B, Notter D. Genetic variability and population structure based on pedigree information for Muzaffarnagari sheep in India. Small Rumin Res 2020. [DOI: 10.1016/j.smallrumres.2020.106182] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Rumanta M, Kunda RM, Volkandari SD, Indriawati I, Kakisina P. Genetic characterization and phylogenetic study of Lakor goat from Southwest Maluku Regency based on mitochondrial COI gene. Vet World 2020; 13:1209-1220. [PMID: 32801575 PMCID: PMC7396349 DOI: 10.14202/vetworld.2020.1209-1220] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 05/06/2020] [Indexed: 11/25/2022] Open
Abstract
Aim: This study is aimed at characterizing the genetic and phylogenetic structure of Lakor goats as indigenous livestock from the Southwest Maluku Regency based on mitochondrial COI gene sequences. Materials and Methods: The genomes of 103 follicle samples from Lakor goats, collected from Lakor Island, were analyzed. The polymerase chain reaction was used to amplify 1548 bp of the mitochondrial COI gene using two primer pairs (COIA and COIB). Following sequencing, genetic variation and phylogenetic relationship were established using MEGA version X software. Results: The results of multiple COI gene alignment of the total sequences identified four polymorphic nucleotides that function as genetic markers between individual animals within the Lakor goat population. These correspond to positions 228 (A-G), 519 (G-A), 900 (C-T), and 1266 (T-C). Phylogenetic signals based on the COI gene showed that Lakor goat breed is a monophyletic group or single clade with a bootstrap value of 100% by the neighbor-joining (NJ) and maximum likelihood (ML) evolutionary models. This data indicated that evolutionarily, the Lakor goat breed has a very close kinship with three goat breeds from China: The Meigu goat (KM 244714.1), Chinese Tibet (Capra hircus) (KJ 940969.1), and C. hircus (KP 677510.1). Phylogenetic information based on the cladistics system classified the Lakor goat as a single clade (monophyletic group). The low-genetic diversity within populations indicates that there has been an inbreeding depression occurring at a very high frequency. Conclusion: We conclude that the Lakor goat may be divided into a single clade or monophyletic group based on the COI gene sequence. Four nucleotides were identified that can be used as genetic markers among individual animals within the Lakor goat population, as well as C. hircus and others as derived from GenBank data. The Lakor goat population has a high level of inbreeding depression as a result of geographical isolation, which supports the formation of a monophyletic group with different genetic characteristics, and does not allow the introduction of males from other breeds. Phylogenetic signals indicated that Capra aegagrus (bezoar) is the ancestor of the native goats in Indonesia, including the Lakor goats.
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Affiliation(s)
- Maman Rumanta
- Department of Biology Education, Study Program, Faculty of Education and Teacher Training, Universitas Terbuka, Jakarta, Indonesia
| | - Rony Marsyal Kunda
- Department of Biology, Faculty of Mathematics and Natural Science, Universitas Pattimura, Ambon, Indonesia
| | | | - Indriawati Indriawati
- Research Center for Biotechnology, Indonesian Institute of Sciences, Jakarta, Indonesia
| | - Pieter Kakisina
- Department of Biology, Faculty of Mathematics and Natural Science, Universitas Pattimura, Ambon, Indonesia
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Hagan BA, Cue R. Generation intervals in Canadian dairy cattle herds. CANADIAN JOURNAL OF ANIMAL SCIENCE 2020. [DOI: 10.1139/cjas-2019-0053] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Genetic evaluation records for the Canadian Holstein, Ayrshire, Jersey, and Brown Swiss bulls and cows born from 1950 and 1960, respectively, were used to study the generation intervals (L) along the four-path selection model. The objectives of the study were to determine the L in the four dairy cattle breeds and the effects of some environmental factors and variations among herds or artificial insemination (AI) studs on the L achieved. Total L of the four selection paths was reduced by 55% from 29.2 yr in 1980 to 13.2 yr in 2016 in the Holstein breed. Substantial reductions in total L were also observed in the Ayrshire, Jersey, and Brown Swiss populations between 1980 and 2016. Unlike progeny year of birth, housing system, agricultural region in Québec (region) — as well as their interaction — were not important on realised L of sires and dams used on Canadian dairy farms. There were significant variations among herds and AI studs on the age of sires and dams used for breeding. The considerable variations in realised L among herds and AI studs offer opportunities to increase the annual rate of genetic progress in the four Canadian dairy cattle populations.
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Affiliation(s)
- Bernard Ato Hagan
- Animal Science Department, McGill University, Sainte-Anne-de-Bellevue, Montreal, QC H9X 3V9, Canada
- Council for Scientific and Industrial Research — Animal Research Institute, Accra, Ghana
| | - Roger Cue
- Animal Science Department, McGill University, Sainte-Anne-de-Bellevue, Montreal, QC H9X 3V9, Canada
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Binabaj FB, Farhangfar SH, Jafari M. Inbreeding affected differently on observations distribution of a growth trait in Iranian Baluchi sheep. Anim Biosci 2020; 34:506-515. [PMID: 32106655 PMCID: PMC7961280 DOI: 10.5713/ajas.19.0642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2019] [Accepted: 02/04/2020] [Indexed: 12/03/2022] Open
Abstract
Objective Initial consequence of inbreeding is inbreeding depression which impairs the performance of growth, production, health, fertility and survival traits in different animal breeds and populations. The effect of inbreeding on economically important traits should be accurately estimated. The effect of inbreeding depression on growth traits in sheep has been reported in many breeds. Based on this, the main objective of the present research was to evaluate the impact of inbreeding on some growth traits of Iranian Baluchi sheep breed using quantile regression model. Methods Pedigree and growth traits records of 13,633 Baluchi lambs born from year 1989 to 2016 were used in this research. The traits were birth weight, weaning weight, six-month weight, nine-month weight, and yearling weight. The contribution, inbreeding and co-ancestry software was used to calculate the pedigree statistics and inbreeding coefficients. To evaluate the impact of inbreeding on different quantiles of each growth trait, a series of quantile regression models were fitted using QUANTREG procedure of SAS software. Annual trend of inbreeding was also estimated fitting a simple linear regression of lamb’s inbreeding coefficient on the birth year. Results Average inbreeding coefficient of the population was 1.63 percent. Annual increase rate of inbreeding of the flock was 0.11 percent (p<0.01). The results showed that the effect of inbreeding in different quantiles of growth traits is not similar. Also, inbreeding affected differently on growth traits, considering lambs’ sex and type of birth. Conclusion Quantile regression revealed that inbreeding did not have similar effect on different quantiles of growth traits in Iranian Baluchi lambs indicating that at a given age and inbreeding coefficient, lambs with different sex and birth type were not equally influenced by inbreeding.
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Affiliation(s)
- Fateme Bahri Binabaj
- Department of Animal Science, College of Agriculture and Natural Resources, Gonbad Kavous University, Gonbad Kavous, PO Box 163, Iran
| | | | - Majid Jafari
- Jihad Agricultural Organization, Mashhad, PO Box 91735-484, Iran
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Genome analysis in local breeds: A case study on Olkuska sheep. Livest Sci 2020. [DOI: 10.1016/j.livsci.2019.103880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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17
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Coancestry rate’s estimate of effective population size for genetic variability monitoring. CONSERV GENET RESOUR 2019. [DOI: 10.1007/s12686-019-01092-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Inbreeding depression causes reduced fecundity in Golden Retrievers. Mamm Genome 2019; 30:166-172. [PMID: 31115595 PMCID: PMC6606663 DOI: 10.1007/s00335-019-09805-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Accepted: 05/15/2019] [Indexed: 01/09/2023]
Abstract
Inbreeding depression has been demonstrated to impact vital rates, productivity, and performance in human populations, wild and endangered species, and in recent years, the domestic species. In all cases, standardized, high-quality phenotype data on all individuals are invaluable for longitudinal analyses such as those required to evaluate vital rates of a study cohort. Further, many investigators agree upon the preference for and utility of genomic measures of inbreeding in lieu of pedigree-based estimates of inbreeding. We evaluated the association of measures of reproductive fitness in 93 Golden Retrievers enrolled in the Golden Retriever Lifetime Study with a genomic measurement of inbreeding, FROH. We demonstrate a statistically significant negative correlation between fecundity and FROH. This work sets the stage for larger scale analyses to investigate genomic regions associated with fecundity and other measures of fitness.
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Vatankhah M, Sigdel A, Abdollahi-Arpanahi R. Population structure of Lori-Bakhtiari sheep in Iran by pedigree analysis. Small Rumin Res 2019. [DOI: 10.1016/j.smallrumres.2019.02.019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Illa SK, Gollamoori G, Nath S. Evaluation of selection program by assessing the genetic diversity and inbreeding effects on Nellore sheep growth through pedigree analysis. ASIAN-AUSTRALASIAN JOURNAL OF ANIMAL SCIENCES 2019; 33:1369-1377. [PMID: 31011010 PMCID: PMC7468162 DOI: 10.5713/ajas.18.0553] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 01/28/2019] [Indexed: 11/30/2022]
Abstract
Objective The main objectives of the present study were to assess the genetic diversity, population structure and to appraise the efficiency of ongoing selective breeding program in the closed nucleus herd of Nellore sheep through pedigree analysis. Methods Information utilized in the study was collected from the pedigree records of Livestock Research Station, Palamaner during the period from 1989 to 2016. Genealogical parameters like generation interval, pedigree completeness, inbreeding level, average relatedness among the animals and genetic conservation index were estimated based on gene origin probabilities. Lambs born during 2012 and 2016 were considered as reference population. Two animal models either with the use of Fi or ΔFi as linear co-variables were evaluated to know the effects of inbreeding on the growth traits of Nellore sheep. Results Average generation interval and realized effective population size for the reference cohort were estimated as 3.38±0.10 and 91.56±1.58, respectively and the average inbreeding coefficient for reference population was 3.32%. Similarly, the effective number of founders, ancestors and founder genome equivalent of the reference population were observed as 47, 37, and 22.48, respectively. Fifty per cent of the genetic variability was explained by 14 influential ancestors in the reference cohort. The ratio fe/fa obtained in the study was 1.21, which is an indicator of bottlenecks in the population. The number of equivalent generations obtained in the study was 4.23 and this estimate suggested the fair depth of the pedigree. Conclusion Study suggested that the population had decent levels of genetic diversity and a non-significant influence of inbreeding coefficient on growth traits of Nellore lambs. However, small portion of genetic diversity was lost due to a disproportionate contribution of founders and bottlenecks. Hence, breeding strategies which improve the genetic gain, widens the selection process and with optimum levels of inbreeding are recommended for the herd.
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Affiliation(s)
- Satish Kumar Illa
- Network Project on Sheep Improvement, Livestock Research Station, Palamaner, Sri Venkateswara Veterinary University, Tirupati, Andhra Pradesh 517408, India
| | - Gangaraju Gollamoori
- Network Project on Sheep Improvement, Livestock Research Station, Palamaner, Sri Venkateswara Veterinary University, Tirupati, Andhra Pradesh 517408, India
| | - Sapna Nath
- Indian Council of Agricultural Research, National Dairy Research Institute, Division of Animal Production, Southern Research Station, Bangalore, Karnataka 560030, India
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Stachowicz K, Brito LF, Oliveira HR, Miller SP, Schenkel FS. Assessing genetic diversity of various Canadian sheep breeds through pedigree analyses. CANADIAN JOURNAL OF ANIMAL SCIENCE 2018. [DOI: 10.1139/cjas-2017-0187] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The loss of genetic variability in a population will drastically affect the success of a breeding program by reducing selection response and fitness and, consequently, affecting reproduction, resilience, and production efficiency. The objective of this study was to perform an in-depth analysis of the pedigree of the Canadian sheep breeds to assess the levels of inbreeding, effective population size, and other metrics of genetic diversity, which included the five most important sheep breeds in Canada: Dorset, Polypay (PO), Rideau-Arcott, Romanov (RV), and Suffolk, using a large dataset (1 336 926 animals). As measures of genetic diversity, effective population size, inbreeding coefficient, effective number of founders, effective number of founder genomes, effective number of nonfounders, and effective number of ancestors were estimated. The completeness and depth of the Canadian sheep pedigree datasets were reasonably high, with <20% parental information missing. More attention should be given to PO breed, which was found to have the smallest effective population size (55), and RV breed, which had the highest average level of inbreeding (4.8%). Techniques such as optimum contribution selection and minimum coancestry mating could be used to minimize the inbreeding of future generations, while maintaining genetic progress at a desirable level.
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Affiliation(s)
- Katarzyna Stachowicz
- Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada
| | - Luiz F. Brito
- Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada
| | - Hinayah R. Oliveira
- Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada
- Department of Animal Science, Universidade Federal de Viçosa, Av. Peter Henry Rolfs, Viçosa, Minas Gerais 36570-000, Brazil
| | - Stephen P. Miller
- Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada
- Angus Genetics Inc., St. Joseph, MO 64506, USA
| | - Flávio S. Schenkel
- Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada
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Ghafouri-Kesbi F, Baneh H. Genetic aspects of sexual size dimorphism in a synthesized breed of sheep. Meta Gene 2018. [DOI: 10.1016/j.mgene.2018.06.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
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Cecchi F, Carlini G, Giuliotti L, Russo C. Inbreeding may affect phenotypic traits in an Italian population of Basset Hound dogs. RENDICONTI LINCEI-SCIENZE FISICHE E NATURALI 2018. [DOI: 10.1007/s12210-018-0676-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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Mahmoudi P, Rashidi A, Razmkabir M. Inbreeding effects on some reproductive traits in Markhoz goats. ANIMAL PRODUCTION SCIENCE 2018. [DOI: 10.1071/an17043] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The objective of this study was to estimate the inbreeding coefficient and its effects on reproductive traits in Markhoz goats. The pedigree file included 5351 kids produced by 234 bucks and 1470 does. Average inbreeding coefficient for the whole population was 2.68%, and the minimum and maximum inbreeding coefficients were 0.05% and 31.25%, respectively. Average coefficient of inbreeding for inbred population was 5.17% and the number of inbred animals in the population was 2777. For investigating effects of inbreeding coefficient on reproductive traits, 3443 records were available for litter size at birth (LSB), litter size at weaning (LSW), total litter weight at birth (TLWB) and mean of litter weight at birth (MLWB). Furthermore, available records for total litter weight at weaning (TLWW) and mean of litter weight at weaning (MLWW) were 2918. Inbreeding depression was estimated as the linear regression of performance on the individual inbreeding coefficient of kids and dams using the most appropriate animal model based on Akaike’s information criterion. Furthermore, inbreeding depressions for LSB and LSW were estimated using threshold and Poisson models. Regression coefficients of LSB, LSW, TLWB, TLWW, MLWB and MLWW on inbreeding coefficient of kids were –0.035, –0.019, –0.077 kg, –0.782 kg, –0.009 kg and –0.332 kg, respectively. Furthermore, regression coefficients of LSB, LSW, TLWB, TLWW, MLWB and MLWW on inbreeding coefficient of dams were 0.064, –0.013, 0.241 kg, 0.638 kg, 0.028 kg and –1.783 kg, respectively. The obtained results from this study showed that inbreeding depression is controlled by an appropriate mating system policy.
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Rego Neto ADA, Rocha Sarmento JL, Pereira da Silva Santos N, Guimarães Campelo JE, Silva Sena L, Biagiotti D, Vieira Dos Santos G. Population genetic structure of Santa Inês sheep in Brazil. Trop Anim Health Prod 2017; 50:503-508. [PMID: 29119378 DOI: 10.1007/s11250-017-1459-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Accepted: 10/26/2017] [Indexed: 11/28/2022]
Abstract
This study aimed to describe the population genetic structure and evaluate the state of conservation of the genetic variability of Santa Inês sheep in Brazil. We used pedigree data of the Santa Inês breed available in electronic processing of the Brazilian Association of Sheep Breeders. A file with 20,206 records, which enabled the calculation of the genetic conservation index (GCI), individual inbreeding coefficient (F), change in inbreeding (ΔF), effective population size (Ne), effective number of founders (ƒe), effective number of ancestors (ƒɑ), generation interval (L), average relatedness coefficient of each individual (AR), and Wright's F-statistics (F IT, F IS, and F ST). For pedigree analysis and calculation of population parameters, the program ENDOG was used. The average inbreeding coefficient ([Formula: see text]) was 0.97% and the mean average relatedness ([Formula: see text]) 0.49%. The effective numbers of founders and ancestors were, respectively, 199 and 161. The average values of F and AR increased significantly over the years. The effective population size fluctuated over the years concurrently to oscillations in inbreeding rates, wherein N e reached just 68 in the year 2012. The mean average generation interval was 5.3 years. The Santa Inês breed in Brazil is under genetic drift process, with loss of genetic variation. It requires the implementation of a genetic management plan in the herd, for conservation and improvement of the breed.
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Affiliation(s)
- Aurino de Araújo Rego Neto
- Discente do curso de Pós-Graduação em Ciência Animal, Centro de Ciências Agrárias, Universidade Federal do Piauí, Campus Socopo, Bairro Ininga, Teresina, PI, 64049-550, Brazil.
| | - José Lindenberg Rocha Sarmento
- Departamento de Zootecnia, Centro de Ciências Agrárias, Universidade Federal do Piauí, Campus Socopo, Bairro Ininga, Teresina, PI, 64049-550, Brazil
| | | | - José Elivalto Guimarães Campelo
- Departamento de Zootecnia, Centro de Ciências Agrárias, Universidade Federal do Piauí, Campus Socopo, Bairro Ininga, Teresina, PI, 64049-550, Brazil
| | - Luciano Silva Sena
- Discente do curso de Pós-Graduação em Ciência Animal, Centro de Ciências Agrárias, Universidade Federal do Piauí, Campus Socopo, Bairro Ininga, Teresina, PI, 64049-550, Brazil
| | - Daniel Biagiotti
- Colégio Técnico de Bom Jesus, Universidade Federal do Piauí, Planalto Horizonte, Bom Jesus, PI, 64900-000, Brazil
| | - Gleyson Vieira Dos Santos
- Discente do curso de Pós-Graduação em Ciência Animal, Centro de Ciências Agrárias, Universidade Federal do Piauí, Campus Socopo, Bairro Ininga, Teresina, PI, 64049-550, Brazil
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Barros E, Brasil LDA, Tejero J, Delgado-Bermejo J, Ribeiro M. Population structure and genetic variability of the Segureña sheep breed through pedigree analysis and inbreeding effects on growth traits. Small Rumin Res 2017. [DOI: 10.1016/j.smallrumres.2017.02.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Oliveira R, Brasil L, Delgado J, Peguezuelos J, León J, Guedes D, Arandas J, Ribeiro M. Genetic diversity and population structure of the Spanish Murciano–Granadina goat breed according to pedigree data. Small Rumin Res 2016. [DOI: 10.1016/j.smallrumres.2016.09.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Yeganehpur Z, Roshanfekr H, Fayazi J, Hossein Beyranvand M. Inbreeding depression on growth traits of Iranian Lori sheep. REV COLOMB CIENC PEC 2016. [DOI: 10.17533/udea.rccp.v29n4a03] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Joezy-Shekalgorabi S, Maghsoudi A, Taheri-Yeganeh A, Rajabi-Marand B. Pedigree analysis of Cashmere goat breed of South Khorasan. ITALIAN JOURNAL OF ANIMAL SCIENCE 2016. [DOI: 10.1080/1828051x.2016.1221748] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Sheikhlou M, Abbasi M. Genetic diversity of Iranian Lori-Bakhtiari sheep assessed by pedigree analysis. Small Rumin Res 2016. [DOI: 10.1016/j.smallrumres.2016.07.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Nicholas FW, Arnott ER, McGreevy PD. Hybrid vigour in dogs? Vet J 2016; 214:77-83. [PMID: 27387730 DOI: 10.1016/j.tvjl.2016.05.013] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2015] [Revised: 05/16/2016] [Accepted: 05/25/2016] [Indexed: 11/27/2022]
Abstract
Evidence from other species justifies the hypotheses that useful hybrid vigour occurs in dogs and that it can be exploited for improved health, welfare and fitness for purpose. Unfortunately, most of the relevant published canine studies do not provide estimates of actual hybrid vigour because of inadequate specification of the parentage of mixed-bred dogs. To our knowledge, only three published studies have shed any light on actual hybrid vigour in dogs. There are two reports of actual hybrid vigour between Labrador and Golden retrievers, the first ranging from +2.5% to -6.0% for components of a standardised applied-stimulus behavioural test, and the second being at least +12.4% for chance of graduating as a guide dog. The third study provides a minimum estimate of negative actual hybrid vigour: crossbreds between Labrador retrievers and poodles had a higher prevalence of multifocal retinal dysplasia than the average prevalence in their purebred parent breeds. The lack of estimates of actual hybrid vigour can be overcome by including the exact nature of the cross (e.g. F1, F2 or backcross) and their purebred parental breeds in the specification of mixed-bred dogs. Even if only F1 crossbreds can be categorised, this change would enable researchers to conduct substantial investigations to determine whether hybrid vigour has any utility for dog breeding.
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Affiliation(s)
- Frank W Nicholas
- School of Life and Environmental Sciences, Faculty of Veterinary Science, University of Sydney, Sydney, NSW 2006, Australia.
| | - Elizabeth R Arnott
- School of Life and Environmental Sciences, Faculty of Veterinary Science, University of Sydney, Sydney, NSW 2006, Australia
| | - Paul D McGreevy
- School of Life and Environmental Sciences, Faculty of Veterinary Science, University of Sydney, Sydney, NSW 2006, Australia
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Rashidi A, Mokhtari M, Gutiérrez J. Pedigree analysis and inbreeding effects on early growth traits and greasy fleece weight in Markhoz goat. Small Rumin Res 2015. [DOI: 10.1016/j.smallrumres.2014.12.011] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Eteqadi B, Ghavi Hossein-Zadeh N, Shadparvar AA. Inbreeding effects on reproductive traits in Iranian Guilan sheep. Trop Anim Health Prod 2015; 47:533-9. [PMID: 25708649 DOI: 10.1007/s11250-015-0758-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2014] [Accepted: 01/06/2015] [Indexed: 11/28/2022]
Abstract
The objective of the present study was to evaluate the effects of inbreeding on reproductive traits in Guilan sheep. Traits included were litter size at birth (LSB), litter size at weaning (LSW), litter mean weight per lamb born (LMWLB), litter mean weight per lamb weaned (LMWLW), total litter weight at birth (TLWB), and total litter weight at weaning (TLWW). Data and pedigree information used in this study were collected during 1994 to 2011 by the Agriculture Organization of Guilan Province in the north of Iran. Data were comprised of 14,534 records of lambs from 136 sires and 2021 dams. All the animals were grouped into three classes according to the inbreeding coefficients (F) obtained by their pedigree: the first class included non-inbred animals (F = 0%), and the second and third classes included inbred animals (0 < F ≤ 5% and F > 5%, respectively). The regression coefficients of LSB, LSW, LMWLB, LMWLW, TLWB, and TLWW on lamb inbreeding for a change of 1% in inbreeding were estimated to be 0.035 ± 0.0038 (P < 0.001), -0.029 ± 0.0077 (P < 0.05), -0.333 ± 0.009 (P < 0.001), -2.21 ± 0.071 (P < 0.001), -0.254 ± 0.013 (P < 0.001), and -1.95 ± 0.093 (P < 0.001), respectively. Effect of inbreeding on reproductive traits in Guilan sheep was very pronounced in the flock. The utilization of a program for planned mating system, in the present flock, suggested keeping the level of inbreeding under control and avoiding appearance of its detrimental effects.
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Affiliation(s)
- Bahareh Eteqadi
- Department of Animal Science, Faculty of Agricultural Sciences, University of Guilan, P. O. Box: 41635-1314, Rasht, Iran
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