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- Martínez Barrio, Álvaro, 1977-
(författare)
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Novel Bioinformatics Applications for Protein Allergology, Genome-Wide Association and Retrovirology Studies
- 2010
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Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- Recently, the pace of growth in the amount of data sources within Life Sciences has increased exponentially until pose a difficult problem to efficiently manage their integration. The data avalanche we are experiencing may be significant for a turning point in science, with a change of orientation from proprietary to publicly available data and a concomitant acceptance of studies based on the latter. To investigate these issues, a Network of Excellence (EMBRACE) was launched with the aim to integrate the major databases and the most popular bioinformatics software tools. The focus of this thesis is therefore to approach the problem of seamlessly integrating varied data sources and/or distributed research tools. In paper I, we have developed a web service to facilitate allergenicity risk assessment, based on allergen descriptors, in order to characterize proteins with the potential for sensitization and cross-reactivity. In paper II, a web service was developed which uses a lightweight protocol to integrate human endogenous retrovirus (ERV) data within a public genome browser. This new data catalogue and many other publicly available sources were integrated and tested in a bioinformatics-rich client application. In paper III, GeneFinder, a distributed tool for genome-wide association studies, was developed and tested. Useful information based on a particular genomic region can be easily retrieved and assessed. Finally, in paper IV, we developed a prototype pipeline to mine the dog genome for endogenous retroviruses and displaying the transcriptional landscape of these retroviral integrations. Moreover, we further characterized a group that until this point was believed to be primate-specific. Our results also revealed that the dog has been very effective in protecting itself from such integrations. This work integrates different applications in the fields of protein allergology, biotechnology, genome association studies and endogenous retroviruses.
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| 2. |
- Wright, Dominic, 1977-, et al.
(författare)
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The genetic architecture of domestication in the chicken: effects of pleiotropy and linkage
- 2010
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Ingår i: Molecular Ecology. - Oxford : Blackwell Publishing Ltd. - 0962-1083 .- 1365-294X. ; 19, s. 5140-5156
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Tidskriftsartikel (refereegranskat)abstract
- The extent of pleiotropy and epistasis in quantitative traits remains equivocal. In the caseof pleiotropy, multiple quantitative trait loci are often taken to be pleiotropic if theirconfidence intervals overlap, without formal statistical tests being used to ascertain ifthese overlapping loci are statistically significantly pleiotropic. Additionally, the degreeto which the genetic correlations between phenotypic traits are reflected in thesepleiotropic quantitative trait loci is often variable, especially in the case of antagonisticpleiotropy. Similarly, the extent of epistasis in various morphological, behavioural andlife-history traits is also debated, with a general problem being the sample sizes requiredto detect such effects. Domestication involves a large number of trade-offs, which arereflected in numerous behavioural, morphological and life-history traits which haveevolved as a consequence of adaptation to selective pressures exerted by humans andcaptivity. The comparison between wild and domestic animals allows the geneticanalysis of the traits that differ between these population types, as well as being ageneral model of evolution. Using a large F2 intercross between wild and domesticatedchickens, in combination with a dense SNP and microsatellite marker map, bothpleiotropy and epistasis were analysed. The majority of traits were found to segregate in11 tight ‘blocks’ and reflected the trade-offs associated with domestication. These blockswere shown to have a pleiotropic ‘core’ surrounded by more loosely linked loci. Incontrast, epistatic interactions were almost entirely absent, with only six pairs identifiedover all traits analysed. These results give insights both into the extent of such blocks inevolution and the development of domestication itself.
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