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Evaluation of conservation program for the Pantaneiro horse in Brazil

Abstract

A genealogical analysis of registered Pantaneiro horses was carried out with 3647 males and 6794 females. Of these animals, 50.66% had identified sires and 48.86% identified dams. The number of pedigrees increased over the generations, with higher registration of parents of sires than dams. Two municipalities are responsible for almost 70% of all registers: i) Poconé (Mato Grosso State), where the headquarters of the breeders association is located and ii) Corumbá (Mato Grosso do Sul State), where EMBRAPA Pantanal conducts its research. The mean inbreeding was 0.04% and average relatedness was 0.13%. Mean generation interval was 8.20 years. There is moderate to high genetic differentiation between farms (15% of total genetic variation) while between municipalities there is little differentiation. Wright's fixation statistics were calculated and F IS (inbreeding coefficient of individuals relative to the subpopulation) values indicate some heterozygosity between farms but not municipalities, with overall F IT (inbreeding coefficient of individuals relative to the total population) close to zero. The municipalities with the highest number of animals (Poconé and Corumbá) import relatively fewer sires (45 and 67% respectively). Genetic indices from genealogical data on the Pantaneiro horse population show that inbreeding is under control.Future breeding plans should include germplasm exchange between municipalities. The conservation program for the Pantaneiro horse has been shown to be successful but careful planning is needed in the future to avoid inbreeding and changes in important breed traits given the increasing interest in the use of the breed in sporting competitions.

average relatedness; effective population size; farm; inbreeding; municipality; Wright's statistics


BREEDING, GENETICS AND REPRODUCTION

Evaluation of conservation program for the Pantaneiro horse in Brazil

Concepta McManusI,II; Sandra Aparecida SantosIII; Bruno Stéfano Lima DallagoI; Samuel Rezende PaivaIV; Rafhael Felipe Saraiva MartinsI; José Braccini NetoII; Pedro Rocha MarquesII; Urbano Gomes Pinto de AbreuIII

IFaculdade de Agronomia e Medicina Veterinária, Universidade de Brasília, Brasília, DF, Brazil, 70910-900

IIDepartment of Animal Production, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil, 91540-000

IIIEMBRAPA Pantanal, Caixa Postal 109, Corumbá, MS, Brazil, 79320-900

IVEMBRAPA Recursos Genéticos e Biotecnologia, Final W5 Norte, Brasília, DF, Brazil, 70770-917

ABSTRACT

A genealogical analysis of registered Pantaneiro horses was carried out with 3647 males and 6794 females. Of these animals, 50.66% had identified sires and 48.86% identified dams. The number of pedigrees increased over the generations, with higher registration of parents of sires than dams. Two municipalities are responsible for almost 70% of all registers: i) Poconé (Mato Grosso State), where the headquarters of the breeders association is located and ii) Corumbá (Mato Grosso do Sul State), where EMBRAPA Pantanal conducts its research. The mean inbreeding was 0.04% and average relatedness was 0.13%. Mean generation interval was 8.20 years. There is moderate to high genetic differentiation between farms (15% of total genetic variation) while between municipalities there is little differentiation. Wright's fixation statistics were calculated and FIS (inbreeding coefficient of individuals relative to the subpopulation) values indicate some heterozygosity between farms but not municipalities, with overall FIT (inbreeding coefficient of individuals relative to the total population) close to zero. The municipalities with the highest number of animals (Poconé and Corumbá) import relatively fewer sires (45 and 67% respectively). Genetic indices from genealogical data on the Pantaneiro horse population show that inbreeding is under control.Future breeding plans should include germplasm exchange between municipalities. The conservation program for the Pantaneiro horse has been shown to be successful but careful planning is needed in the future to avoid inbreeding and changes in important breed traits given the increasing interest in the use of the breed in sporting competitions.

Key Words: average relatedness, effective population size, farm, inbreeding, municipality, Wright's statistics

Introduction

The Pantanal occupies 250,000 km2, of which 138,183 km2 are in Midwest Brazil (1.76 per cent of the total Brazilian territory). The rest of the area is in Bolivia and Paraguay. It is the largest freshwater wetland of the world, a seasonally flooded plain fed by the tributaries of the Paraguay River, with 65 per cent of its area in Mato Grosso do Sul (MS) State and 35 per cent in Mato Grosso (MT) State (UNEP, 2007).

The Pantaneiro is a naturalized horse breed from the Pantanal region of Brazil. This horse probably originated from Iberian horses introduced by Spanish settlers, especially in the 16th and 17th centuries, and by Portuguese settlers in the 18th century (Santos et al., 1992). As a consequence of natural selection for more than two centuries, with little or no human interference, this breed became well adapted to the environment. At the end of the 19th century, the population was severely reduced due to Peste das cadeiras (Trypanossomiasis).Later, other menaces appeared, mainly indiscriminate crossbreeding and more recently Equine Infectious Anemia (EIA). This genetic resource was saved from extinction by the creation of the Brazilian Association of Pantaneiro Horse Breeders (ABCCP), in 1972, using a base herd of 100 animals (92 mares and 8 stallions). These were distributed in four nuclei (three in Poconé municipality and one in Cáceres, both in MT). There are currently about 160 breeders, in various subregions. Most of them are in MT, in the High Paraguay River Basin, expanding into Bolivia and Paraguay (Santos et al., 2003).

The main use of this horse is to manage cattle, which is the principal economic activity in the region. The cattle are driven on foot by mounted cowboys and the journeys across the flooded areas can last weeks as there are few or no roads (Abreu et al., 2010). More recently, the breeders have become interested in selection and improvement of the breed, principally in its body conformation and use in tournaments and rodeos. Although conformation is related to performance, selection should be directed to make sure that the breed does not lose its traits attained through natural selection (McManus et al., 2008). According to Valera et al. (2005) the assessment of within-population genetic variability and gene flow is necessary before undertaking selection programs. This is to establish appropriate management of genetic stock as management policies may have a large impact on genetic variability. A growing interest in the Pantaneiro horse has been seen in the last decade, not only because of its functionality but also because of its high market value.

The demand for descendants of famous stallions is very high, so there is a need to know the within-population genetic variability before the implementation of selection and conservation programs. Therefore, the objective of this study was to evaluate the conservation program using the genealogical register for the breed, aiming to develop strategies to control inbreeding and maintain genetic variability to aid in conservation. The information will also be used to develop selection programs, as well as evaluate the effect of recent selection strategies carried out by the breeders, which has been primarily based on conformation characteristics.

Material and Methods

The population studied was 10,441 animals which included all animals (5,359 definitive and 4,741 provisional) registered by ABCCP (Brazilian Association of Pantaneiro Horse Breeders) from its creation in 1972 to August 2009. There were 3,647 males and 6,794 females. A number of population and genetic parameters were computed for the reference populations. These included the animals with both parents known, and separated by farms and municipalities using the program ENDOG v4.8 (Gutiérrez & Goyache, 2005). The following parameters were calculated: the pedigree completeness level, computed as the proportion of ancestors known per parental generation (MacCluer et al., 1983); the number of equivalent to discrete generations (t) for each individual in a pedigree (Boichard et al., 1997); the individual inbreeding coefficient (F), computed according to Meuwissen & Luo (1992); and average relatedness coefficient (AR) (Goyache et al., 2003; Gutiérrez et al., 2003). The probability of gene origin was characterized by computing the following parameters: effective number of founders (fe) (James, 1972), computed from the genetic contribution of founders to the descendant gene pool of the population (Lacy, 1989); effective number of ancestors (fa), defined as the minimum number of ancestors, not necessarily founders, explaining the complete genetic diversity of a population (Boichard et al., 1997); founder genome equivalents (Ballou & Lacy, 1995), obtained by the inverse of twice the average coancestry of the individuals within the population (Caballero & Toro, 2000).

Effective population size (Ne) was computed in several manners and refers to the number of breeding animals that would lead to the actual increase in inbreeding if they contributed equally to the next generation (Ne = 1/(2ΔF). It was estimated by computing the regression coefficient of the individual inbreeding coefficient over: i) the number of full generations traced; ii) the maximum number of generations traced and iii) the equivalent complete generations. Effective population size was also estimated via individual increase in inbreeding (ΔFi), as proposed by (Gutiérrez et al., 2008).

Wright's fixation (F) statistics were calculated assuming the population has a population structure of two levels; one from the individual (I) to the subpopulation (S) and another from the subpopulation to the total (T). These F-statistics describe the amount of inbreeding-like effects within subpopulations (FIS), among subpopulations FST, and within the entire population (FIT). In this case Wright's F- statistics are obtained according to Caballero & Toro (2000, 2002). These calculations were carried out on all records available and the reference population defined as all animals with parents identified (ALL) and on a subgroup of animals born since January 1998 (RECENT) to represent the present population.

The within-population coancestry (fii) and the between-population coancestry matrix (fij) were computed averaging all pairwise coancestry coefficients of the individuals belonging, respectively, to a given population i or to two different populations i and j. Following Caballero & Toro (2000, 2002), the between-population Nei's minimum distance (Dm) matrix was also computed as Dm = (fii + fjj)/2)-fij, where fii and fjj are the average coancestry within two populations i and j and fij the coancestry between two populations i and j. In the present study, municipalities and farms were considered separate populations; the effective number of founders in an animal pedigree was calculated using the genetic conservation index, GCI (Alderson, 1992): GCI = 1/ΣPi2 where Pi is the proportion of genes of founder animal i in the pedigree.

Mean inbreeding per generation was used to form a regression equation testing both linear and quadratic functions. This was then used to predict further inbreeding up to 15 generations.

Results

Of all the animals registered, 50.66% had known sires and 48.86% known dams (Figure 1). For all generations, relatively more information was available for the male pedigree than the female, but in the last two generations increased information on females was available. The number of pedigrees known increased over the generations, with higher registration of parents of sires than dams. This is particularly evident in the 4th (40% lower registration for dams) and 5th (96%) generations.


The number of offspring per sire (410 sires) ranged from one to 105, with a mean of 12.75, while for dams (2,226) it ranged from one to thirteen with a mean of 2.56.

The increase in number of registrations per year is evident (Figure 2). Two municipalities are responsible for almost 70% of all registers: i) Poconé, where the breeders association is located (Latitude 16º 15' 24" South and Longitude 56º 37' 22" West) and ii) Corumbá, where EMBRAPA Pantanal conducts its research on animals (Latitude 19º 00' 33" South and Longitude 57º 39' 12" West). The total number of founder municipalities in the ALL population (both parents known) was 32, with 3.4 effective founder municipalities, with 24 effective founder herds in the ALL population and 35.3 in the RECENT population.


The farms with the highest number of horses registered were Rancharia (758), Carandá (518), Promissão (477) and São José das Águas (403), all classified as multiplier herds. The conservation herd of EMBRAPA (Nhumirim) appears in 8th place, with 241 animals registered. Concerning the parameters for the two reference populations used (ALL and RECENT; Table 1), the effective number of founders (fe) for ALL was 312 (30.8% of founder population) with 297 effective ancestors (fa) for the ALL reference population (6.2%), while for the RECENT population they were 683 and 618, respectively. A total of 152 animals supplied 50% of the ancestors in ALL and 543 in RECENT.

For the RECENT population there were 5,772 animals registered. Because it included a large portion of animals without one or both parents known, it was larger than the ALL population. This also accounts for the larger effective number of founders and ancestors in the RECENT population.

Several other estimates of Ne are available (Table 1) depending on the method used for their calculation. The differences between these measures are a reflection of the different methods used and the number of animals used in each case, but estimates are relatively consistent between ALL and RECENT. The mean inbreeding was 0.04% and AR was 0.13%. As the generations increase, an increase in inbreeding is observed (Table 2). This is especially evident in generation 5, where there was almost a 14% increase in inbreeding. In this generation there were eight matings (0.99%) between sibs and ten (0.39%) between parents and off-spring. Four stallions had approximately 100 foals each, which also had the highest AR values (ranging from 1.26 to 0.69%). Six mares had ten or more foals. Effective population size calculated here refers to that calculated on the whole population per generation and varies widely because of the changes in the number of animals entering the population at different times.

Generation intervals (Table 3) are lower for dams than sires in both populations. This reflects the use of stallions for longer periods in the herds than the mares. RECENT generation intervals are longer than those found in ALL.

Inbreeding levels per generation (Figure 3) show a steady increase in inbreeding rates, although rates are still relatively low.


Although there were 37 years of data available, the number of fully traced, maximum and equivalent generations evaluated is still low (Table 4) reflecting the lack of pedigree information in the early years of the breeders association. The Ne calculated from them reflect the lower, upper and real limits of this parameter, respectively.

In the present study when farms are considered subpopulations (Table 5) there is moderate to high genetic differentiation (15% of total genetic variation), while between municipalities there is little differentiation. Inbreeding levels were low. The FST values for municipalities and farms were similar, while FISvalues indicate some heterozygosity between farms but not municipalities with overall FIT close to zero.

Careful mating strategies should be planned to avoid inbreeding (Figure 4). Of the farms studied, sixty had FST scores higher than 0.1 and 68% of these were in Poconé. Corumbá had the second highest level with 10% of the farms. This would suggest that special care should be taken when deciding which stallions to use in these municipalities, and one should avoid importing stallions from municipalities such as Campo Grande, Rio Verde, Cáceres and attempts should be made to use more sires from Barra do Bugres, Ladário and Rochedo.


Pantaneiro horse herds can be considered multiplier or commercial (Table 6), with no herds considered nucleus or isolated. Most herds (>91%) use foreign sires and more than 79% of municipalities import sires. This is on a numerical basis, but the municipalities with the highest number of animals (Poconé and Corumbá) import relatively fewer sires (45 and 67% respectively).

The herd structure shows that the number of herds registering Pantaneiro horses increases per generation, with present generation having 88 herds and almost 20 effective herds (Table 7).

Mean GCI is 1.33 with the highest of 8.53 for a mare, with four mares and six stallions having a GCI of 7.16. Eight farms with a significant number of animals (>50) had mean GCI above 2, but the highest mean GCI was the Barra Mansa farm (2.68). These farms are distributed throughout the Pantanal in five different municipalities (Alta Floresta, Aquidauna, Poconé, Rosário Oeste and Corumbá), which is important for the conservation of the breed. The conservation nucleus for this breed on the Nhurumuim farm had a mean GCI of 1.82. Mean GCI for males was 2.10 and for females, 1.52. There was a significant increase in GCI over the years (Figure 5), with females lagging behind males until approximately 2005. Data from before 1980 was omitted because the mean for each year was 1.


Discussion

The study of genetic variability and the population structure in many equine breeds using pedigree analysis, alone or in association with genetic marker information, has increased in recent years (Cecchi et al., 2006; Poncet et al., 2006; Sabbioni et al., 2007).

The interest in horse populations compared with other species is probably due to homogenization of light breeds aimed at developing a type of horse for the practice of sports (Alderson, 1992) but in Brazil horses such as the Pantaneiro are mainly used for managing cattle in harsh environmental conditions (McManus et al., 2008).

As with other adapted animals in Brazil, this animal suffered risk of extinction in the 1970s. This was due to marketing the use of certain exotic species, which caused genetic erosion (Rege & Gibson, 2003). With the resurgence of the breed, it is now frequently used in rodeos and shows. This has also led to a more homogeneous population, since breeders preferentially use famous stallions because they do not want to risk losing a breed competition, thus probably limiting the available genetic variability in the breed.

The quantity of information on the Pantaneiro increased with generation number. This is in agreement with studies such as that of Valera et al. (2005) where more distant generations had less genealogical information as it may not have been recorded or was lost over the years. Pedigree data from horses in other countries tend to be more complete as studbooks have been kept for much longer (Cervantes et al., 2009).

The increase in number of registrations per year is evident (Figure 2), positively reflecting in the success of the conservation program and increased interest in this horse. The fact that the largest populations are seen where the Breeders Association and EMBRAPA are located shows the importance of these institutions in the continued success of the conservation program. The effect of municipality is important, as farmers living close to each other may exchange, share or loan stallions thereby causing regional inbreeding, especially those beginning to breed the Pantaneiro horse or with few animals.

Genetic diversity in the Pantaneiro population is demonstrated by its estimation of number of ancestors, fe, fa and number of ancestors explaining 50% of genetic variation. According to Boichard et al. (1997), such parameters are less sensitive to pedigree length than inbreeding coefficients and Ne estimated by increase in inbreeding. The pattern observed in each estimate, when ALL and RECENT are compared, indicate that founder alleles are not being lost. This is the opposite of that found in Trakehner (Teegan et al., 2009) and Selle Français (Dubois & Ricard, 2007), comparing two periods for each breed. Other evidence of lack of allelic loss is revealed when comparing differences between parameters fe and fa in both moments. The ratio between them () is equal to 1.05 and 1.11 for the ALL and RECENT, respectively. The fact that the number of effective founders is almost the same as effective ancestors is possibly due to a lack of preferential use of some genetic lines by the breeders, avoiding imbalance in founder contribution.

Over half the population is composed of base animals. The RECENT population shows higher number of founders and ancestors than the ALL population. This is due to the rapid growth in the herd in recent years along with a higher number of founder herds because new farmers entered the breeders association. The number of animals in ALL population with both parents known is lower than that of the RECENT population. As can be seen there was a recent increase in animals registered with a single parent known which could have contributed to this. The herd book for males closed in 2009 while for females it remains open.

The effective size of the population and effective number of founders and ancestors were higher than for other breeds found in the literature, indicating a broader genetic base or lack of older pedigree information of the Pantaneiro horse. The number of founders for this breed is considerably higher than found by Valera et al. (2005) on Andalusian horses in Spain or Haflinger in Italy (Sabbioni et al., 2007). This is probably because the pedigree of the Pantaneiro is much shallower than these breeds which are over 100 years old and so much more information on parents is available. The Pantaneiro herd book also accepts animals without parental identification into it.

Although the population here was small, the inbreeding is less than found in the international breeds. This may be due to careful choice of stallions in the conservation herd, guided by the breeders association or EMBRAPA, lack of pedigree information (Sabbioni et al, 2007), few generations with pedigree information, as well as individual breeder preference. Ideal inbreeding rates vary between 0.05 (Nicholas, 1989) and 0.01 (FAO, 1998) per generation. This would indicate that current levels are favorable for the Pantaneiro horse but it should be remembered that registration is on the increase and Welsh et al. (2010) also showed low initial inbreeding for commercial pig breeds in the US, but in later generations it increased to high levels. The predicted curve in the present study (Figure 3) shows that inbreeding cannot be ignored if conservation issues are to be met, especially with closure of the herd book.

The average relatedness has remained relatively stable in the last two generations. This may be due to improved attention to avoid matings between relatives. Average relatedness provides complementary information to values of inbreeding to explain mating relatives (Gutierrez et al., 2003). In conservation genetics, knowledge of relatedness is required to optimize conservation strategies. Coancestry and relatedness are expressed relative to the base population, in which all alleles are defined as not being identical by descent, so that coancestry in the base population is zero by definition (Falconer & Mackay, 1996; Lynch & Walsh, 1998).

There is a large variation for generation intervals in the literature. Some breeds are used as sports horses and breeding only starts after their sporting career has finished, while the Pantaneiro is normally a working horse and breeding starts earlier (about four years of age). Other reasons reported for long generation intervals are linked to inbreeding leading to poorer reproductive performance (Valera et al., 2005).Generation intervals for this breed are significantly lower than found for other breeds (Dias et al., 2000; Vicente et al., 2009; Mota et al., 2006), which was 9.5 to 10.5 years in horses more commonly used for sport or leisure but closer to that for the Campolina (Procópio et al., 2003), which is also a working breed. This may be due to earlier breeding and as this is a working breed animals are replaced by younger, fitter animals at a younger age than horses used for recreational purposes. Generation intervals for this breed are significantly fewer in number than in other breeds, such as 19 for the Haflinger in Italy (Sabbioni et al., 2007), but the number of complete generations was similar (3), also reflecting the short breeding life of the animals here. Using the RECENT population, generation intervals are longer (Table 3) probably due to the more complete pedigree and increased interest in the use of this horse for sports competitions, further delaying reproduction.

The lower generation intervals for dams than sires is contrary to that found by Sabbioni et al. (2007), who found smaller generation intervals for the paternal line. These are considerably less than those found in Andalusian horses in Spain (Valera et al., 2005), Trakehner in Germany (Teegan et al., 2009) or Haflinger in Italy (Sabbioni et al., 2007). As these are working horses usually dealing with Bos indicus cattle in harsh environmental conditions (flooding, high temperatures and humidity), injuries and sickness are frequent which can reduce productive life of these animals.

The increase in inbreeding found, especially in the most recent generation, may be due to a deeper, higher quality pedigree in recent years. The increase in inbreeding was reflected in the Ne, which decreased. This may also be due to the fact that the owners do not register all animals as foals or register animals at an older age, as adult horses may be registered in the breed. Young animals only receive temporary register. If both parents have a definitive register they can be added to the closed herd book when they become adults. If only one parent is known, females can be registered in the definitive register of the open herd book but the herd book for males was closed in 2008.

Moureaux et al. (1996) reported that when inbreeding using pedigree studies on horse breeds are considered, two groups of horse breeds may be distinguished: one group of international breeds, showing values ranging from 0.81% to 2.89%, and the other group with small population sizes with values ranging from 2.25% to 14.7%.In the case of the Pantaneiro, herd numbers are low but so is inbreeding, which is desirable for a conservation breed.

The average relatedness (AR) herein was low compared with other horse breeds (Valera et al., 2005; Zechner et al., 2002). Valera et al. (2005) found that average values of inbreeding and AR for the whole Andalusian horse population were, respectively, 8.48% and 12.25%, while Cervantes et al. (2008) found average inbreeding of 7% for the Spanish Arab. The AR increased up to generation 3 and has remained relatively stable since.

The number of animals in the present generation of the Pantaneiro horse may still increase, but it needs careful attention. In the present study there were on average 2.56 offspring per mare and 12.75 per stallion, which may be considered low, as reproductive technologies such as embryo transfer and artificial insemination are not used in this breed. The number of progeny per stallion for the Haflinger (Sabbioni et al., 2007) was, on average, 22.34 (7.88 males and 14.46 females), and mares produced, on average, 3.91 foals (1.76 males and 2.15 females). This is probably a reflection of the fact that these are working horses that are replaced more frequently than horses used for leisure and is also a reflection of the harsh environmental conditions in which they live.

The Ne quantifies genetic drift and the rate of inbreeding in a population (Teegan et al., 2009). Ne has been used as a key parameter in designing strategies for the definition and conservation of endangered animal species (Bijma et al., 2001). According to the classification given by the Food and Agriculture Organization of the United Nations (FAO, 1998), based on the overall population size, the number of breeding females and the trend in population size, the Pantaneiro horse can be described as endangered-maintained.

There was a great similarity between FST values for sire and farms, indicating a lack of exchange of sires between farms, although most farms (Table 5) buy in stallions (or have bought in the past). In the studied population FISvalues indicate some heterozygosity between farms but not municipalities (it is possible that within municipalities the offspring come from the same few foreign sires), with overall FIT close to zero. These results indicate that future breeding plans should include exchange of sires between municipalities to maintain low inbreeding levels and genetic variation. FIT can be partitioned into FST because of the Wahlund effect (reduction of heterozygosity in a population caused by subpopulation structure) and FIS because of inbreeding. FST (which is similar to Nei's distance) can range from 0 (no genetic differentiation) to 1 (subpopulations fixed for different alleles). FIS can range from –1.0 (all individuals heterozygous or totally outbred) to +1.0 (no observed heterozygotes or totally inbred) (Wright, 1978), while FIT is the mean reduction in heterozygosity of an individual relative to the total population.

Effective number of herds has steadily increased over the generations, which is a measure of success for the Pantaneiro Horse Breeding Program. Alderson (1990) used the GCI to calculate the effective number of founders in the pedigree of an animal. The higher the GCI value the higher the values of an animal for conservation. The GCI can be used either by individual breeders as an aid to the selection of a herd sire or within an overall breed policy to formulate a group breeding program. However, the index has limitations such as not accounting for any concentration of breeding to non-founder animals in subsequent generations in a pedigree and is inapplicable without pedigree records (Alderson, 1992). The GCI indices are considerably lower than those found for the Spanish pure bred (Valera et al., 1998). This is possibly due to lack of pedigree information.

Conclusions

Genetic parameters from genealogical data of the Pantaneiro horse population show that inbreeding is under control. No subpopulation structure was seen in the analysis but use of sires and dams is usually limited within small geographical ranges and long generation intervals with few offspring left per mare/stallion. Future breeding plans should include more germplasm exchange between municipalities. An increase in the effective population size should also be a priority for the breed.

Acknowledgements

To Harvey Blackburn for suggestions and to INCT - Pecuária (CNPq/FAPEMIG) but mainly to the Associação Brasileira de Criadores de Cavalo Pantaneiro and the farmers and breeders of this valuable genetic resource. The authors also thank Manoel Cristino de Arruda Marques.

Received March 19, 2012 and accepted December 12, 2012.

Corresponding author: concepta.mcmanus@ufrgs.br

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Publication Dates

  • Publication in this collection
    07 June 2013
  • Date of issue
    June 2013

History

  • Received
    19 Mar 2012
  • Accepted
    12 Dec 2012
Sociedade Brasileira de Zootecnia Universidade Federal de Viçosa / Departamento de Zootecnia, 36570-900 Viçosa MG Brazil, Tel.: +55 31 3612-4602, +55 31 3612-4612 - Viçosa - MG - Brazil
E-mail: rbz@sbz.org.br