Zero-inflated Poisson regression models for QTL mapping applied to tick-resistance in a Gyr × Holstein F2 population

Now a days, an important and interesting alternative in the control of tick-infestation in cattle is to select resistant animals, and identify the respective quantitative trait loci (QTLs) and DNA markers, for posterior use in breeding programs. The number of ticks/animal is characterized as a discrete-counting trait, which could potentially follow Poisson distribution. However, in the case of an excess of zeros, due to the occurrence of several noninfected animals, zero-inflated Poisson and generalized zero-inflated distribution (GZIP) may provide a better description of the data. Thus, the objective here was to compare through simulation, Poisson and ZIP models (simple and generalized) with classical approaches, for QTL mapping with counting phenotypes under different scenarios, and to apply these approaches to a QTL study of tick resistance in an F2 cattle (Gyr × Holstein) population. It was concluded that, when working with zero-inflated data, it is recommendable to use the generalized and simple ZIP model for analysis. On the other hand, when working with data with zeros, but not zero-inflated, the Poisson model or a data-transformation-approach, such as square-root or Box-Cox transformation, are applicable

Detecção do Southern bean mosaic virus no Paraná, e separação do Bean rugose mosaic virus em feijoeiro

Em lavouras de feijoeiro (Phaseolus vulgaris) da cultivar Carioca Comum, no município de Londrina, Estado do Paraná, foram encontradas plantas com sintomas de necrose da haste, mosaico clorótico leve e porte reduzido, semelhantes aos sintomas causados por infecção viral. Exames de microscopia eletrônica revelaram a presença de partículas isométricas. em testes de imunodifusão dupla em gel de ágar os extratos foliares de plantas infetadas reagiram positivamente com anti-soro específico para o Southern bean mosaic virus (SBMV). O vírus foi purificado e a massa molecular de sua proteína capsidial foi estimada em 30 kDa, valor esperado para proteínas do capsídeo de vírus do gênero Sobemovirus. A gama de hospedeiras do SBMV isolado no Paraná foi restrita ao feijoeiro e a algumas cultivares de soja (Glycine max). A separação de dois vírus isométricos comuns em infecções mistas no feijoeiro foi possível através da reação de imunidade ao SBMV apresentada por Crotalaria sp, Chenopodium quinoa e Mucuna deeringiana, e da reação de susceptibilidade dessas mesmas hospedeiras ao Bean rugose mosaic virus (BRMV).Plants of bean (Phaseolus vulgaris), showing symptoms of stunt, stem necrosis and chlorotic mosaic, similar to those induced by virus infection were found in a bean field in Londrina, Paraná. Electron microscopy examinations showed isometric virus particles in the cell cytoplasm. Double immunodifusion serological tests with antiserum for Southern bean mosaic virus (SBMV) gave positive results when tested against plant sap from infected bean plants. The virus was purified and the molecular mass of its coat protein was estimated as 30 kDa, the expected value for the coat protein of viruses from the genus Sobemovirus. The host range of the virus was restricted to bean and some soybean (Glycine max) cultivars. It was possible to separate two isometric viruses commonly found in bean based on the immunity reaction of Crotalaria sp., Chenopodium quinoa and Mucuna deeringiana to SBMV, and on the susceptibility reaction of the same hosts to Bean rugose mosaic virus (BRMV)

Quantitative trait locus affecting birth weight on bovine chromosome 5 in a F2 Gyr x Holstein population

Segregation between a genetic marker and a locus influencing a quantitative trait in a well delineated population is the basis for success in mapping quantitative trait loci (QTL). To detect bovine chromosome 5 (BTA5) birth weight QTL we genotyped 294 F2 Gyr (Bos indicus) x Holstein (Bos taurus) crossbreed cattle for five microsatellite markers. A linkage map was constructed for the markers and an interval analysis for the presence of QTL was performed. The linkage map indicated differences in the order of two markers relative to the reference map (<A HREF="http://www.marc.usda.gov/">http://www.marc.usda.gov</A>). Interval analysis detected a QTL controlling birth weight (p < 0.01) at 69 centimorgans (cM) from the most centromeric marker with an effect of 0.32 phenotypic standard-error. These results support other studies with crossbred Bos taurus x Bos indicus populations