Usefulness of molecular-based methods for estimating effective population size in livestock assessed using data from the endangered black-coated Asturcón pony.
Empirical evidence of the usefulness of different molecular-based methods to estimate the effective population size (N(e)) for conservation purposes in endangered livestock populations is reported. The black-coated Asturcón pony pedigree (1,981 individuals) was available. Additionally, a total of 267 Asturcón individuals born in 1998, 2002, and 2008 were typed for 15 microsatellites. These yearly cohorts (cohort(1998, 2002, 2008)) included almost all individuals kept for reproduction at the end of the corresponding foaling season. The genealogical realized N(e) was estimated for each cohort by using the individual increase in inbreeding. Molecular N(e) was computed by using 1) linkage disequilibrium [N(e)(()(D)())], 2) a temporal method based on F-statistics [N(e)(()(T)())], 3) an unbiased temporal method [N(e)(()(JR)())], and 4) a Bayesian temporal method [N(e)(()(B)())]. Estimates of increased from cohort(1998) (18.8 ± 5.1) to cohort(2008) (24.9 ± 5.2), illustrating the history of the population and its breeding policy of avoiding matings between close relatives. The estimates of N(e)(()(D)()) were highly biased upward, with the maximum N(e)(()(D)()) value obtained for cohort(2002) (137.0). The estimates of N(e)(()(T)()), N(e)(()(JR)()), and N(e)(()(B)()) showed similar performance. However, N(e)(()(JR)()) estimates were very consistent across cohorts, varying from 14.9 to 15.5 after correcting for the effect of overlapping generations. When the drift signal was not strong (pair cohort(1998)-cohort(2002)), estimates of N(e)(()(T)()) and N(e)(()(B)()) were not realistic. Estimates of N(e)(()(B)()) tended to be biased downward (being 9.0 or below for the sampling pairs including cohort(2008)). Results of N(e)(()(D)()) are more likely to be estimates of the effective number of breeders producing the sample, rather than the effective size for a generation. The temporal methods were strongly affected by a weak drift signal, particularly when samplings were not spaced a sufficient number of generations or a sufficient time apart. The use of molecular-based estimates of N(e) is not straightforward, and their use in livestock conservation programs should be carried out with caution. Sampling strategies (including sampling sizes, sampling periods, and the age structure of the sampled individuals) must be carefully planned to ensure that robust estimates of N(e) are obtained.
Servicio Regional de Investigación y Desarrollo Agroalimentario de Principado de Asturias, (SERIDA-Deva), Camino de Rioseco 1225, E-33394 Gijón (Asturias), Spain. fgoyache@serida.org
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Goyache
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Alvarez
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Fernández
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Pérez-Pardal
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Royo
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Lorenzo
D000818:Animals; D001499:Bayes Theorem; D015331:Cohort Studies; D003247:Conservation of Natural Resources / Q000379:methods*; D056727:Endangered Species; D005260:Female; D006736:Horses / Q000235:genetics*; D007178:Inbreeding; D015810:Linkage Disequilibrium; D008297:Male; D018895:Microsatellite Repeats; D010375:Pedigree; D011156:Population Density