Our research uses a combination of QTL and eQTL mapping using a chicken model to map the genetic basis of behavior, weight, bone density, fracture risk, color and other domestication traits from both applied and a basic research perspectives.
The term QTL is a combination of Quantitative Trait, that is a continuous trait like height, weight, or behavior, and Loci, meaning location. QTL mapping as a technique enables geneticists to find the regions in the genome which control for specific traits. For example: there are lots of genes which affect height, meaning there are lots of QTLs that affect height.
Because the domestic phenotype is so far removed from the original wild state, studying domestic by wild crosses gives us a great deal of variation to work with. For example a modern broiler chicken is six or seven times heavier than the original Red Jungle fowl chicken. This large variation in continuous traits make it easier to map individual QTLs and their effects. The figure opposite shows the different traits that we have analysed and the genes that appear to be responsible.
One of the biggest welfare issues facing commercial chickens, and in particular layer chickens, is bone health and the risk of fractures, and in particular keel bone fracture. This is due to a blend of issues – bone health is intrinsically linked to egg production, but housing types can also have an effect, and most vitally, genotype can also outweigh all of the above factors. One of the biggest improvements to general bone health has come with the shift from indoor to outdoor environments, however this also leads to an increase in keel bone fractures, to the extent that keel bone fracture is now the largest welfare issue facing layer breeds. Given how density and housing regulations are changing and are shifting towards more outdoor environments where possible, the ability to select for genes that have the greatest effect in specific environments can have the potential for greatly positively impacting bird welfare. To perform, this we require the ability to map genotype x environment interactions in an intercross between a commercial White layer (Bovans Robust/ Deklab White) and a commercial Brown layer (Bovans Brun), and then the ability to actually identify the specific causal genes in the specific cell types, with the specific polymorphisms that underlie them. This will allow actual and tangible enhancements to the keel bone health and welfare to be made through the selection of these specific polymorphisms in commercial-bred flocks.
This will be performed using a selection of intercrosses between the two principal layer breeds (Deklab White and Bovans Brun), complemented by additional studies using free-living feral birds. Commercial White and Brown layers have over 100 years of separation between one another, and each line has specific strengths and weaknesses relating to egg production and longevity/ sociality. Therefore the intercross population will maintain a higher degree of genetic diversity, and allow the identification of genetic loci that yield specific enhancements to keel bone strength in specific environments, in each breed. These results will be complemented by genetic mapping in the feral population, which acts as a counter-point with ideal free-range and density conditions. In addition to post-mortem bone measurements, a variety of behavioural and physiological phenotypes will also be recorded, allowing the identification of specific behaviours and physiological parameters that may predispose to keel bone damage and that can also be selected upon. Finally, these results will be used with in collaboration with our industry partner Hendrix Genetics, to select on the relevant haplotypes and assess the increase in keel bone fracture resistance and production in a commercially relevant setting.
Group members: Gaia Resmini
In the late 1980's and early 1990's several powerful hurricanes struck Hawaii, destroying thousands of chicken coops. The domesticated chickens that escaped started becoming feral and interbreeding with the locally present Red Junglefowls. This has led to a fantastic opportunity to study large-scale feralisation, the process by which previously domestic animals become feral, and most specifically the genomic changes associated with feralisation.
In collaboration with Dr. Eben Gering from Michigan State University, I now study the process of feralisation amongst Hawaii's escaped chickens. We study which regions of the chicken genome responds to feralisation and what genes change i frequency, in order to start mapping the corresponding traits and creating a model for the ‘reverse of domestication’.
Group members: Rie Henriksen, Willian Da Silva
illustration taken from Callaway et al. 2016 Nature from a News Feature highlighting our work (copyright Nature Publishing).
The predominant view on brain-to-body ratio has for a long time been that there is an allometric relationship between brain and body size, i.e. that you need a certain brain size to maintain a certain body size. However, my group's research has shown that in chickens it is possible to independently select genes for brain size and body size. For example, domestic animals have often been thought of as somewhat less smart, and when one looks at their brain-to-body ratio they have a lower ratio than their wild progenitor.
By looking at the underlying genetic architecture for brain mass and body mass, however, my group has discovered that domestic chickens actually have larger, not smaller, brains than their wild counterparts. Thus brain size and body size can be decoupled, and it is possible to select for a larger birds without selecting for a larger brain. This can have large repercussions in terms of evolutionary biology, as relative brain size (that is brain size over body size) is often used to compare different species.
If it is possible to select for increased body size without selecting for increased brain size, this method may be flawed. Further to this, by looking at individual substructures of the brain, it is possible to pinpoint the regions that are most associated with domestication selection – in the case of the chicken, the cerebellum seems to be particularly enlarged in the domestic bird.
Group members: Rie Henriksen
Plumage colouration in birds is important for a plethora of reasons, ranging from camouflage, sexual signalling, and species recognition. The genes underlying colour variation have been vital in understanding how genes can affect a phenotype. Multiple genes have been identified that affect plumage variation, but research has principally focused on major-effect genes (such as those causing albinism, barring, and the like), rather than the smaller effect modifier loci that more subtly influence colour. By utilising a domestic x wild advanced intercross with a combination of classical QTL mapping of red colouration as a quantitative trait and a targeted genetical genomics approach, we have identified five separate candidate genes (CREBBP, WDR24, ARL8A, PHLDA3, LAD1) that putatively influence quantitative variation in red-brown colouration in chickens. Such small effect loci are potentially far more prevalent in wild populations, and can therefore potentially be highly relevant to colour evolution. We are now also studying the genetic basis of structural colour, and in particular the genetic regulation of structural iridescence. This structural iridescence refers to the 'metallic' colours that are actually caused by reflecting light waves back in a very focused direction, via the arrangement of layers in the feather and the structural organisation of the (black) melanosomes. To perform this, we are using a population of feral chickens with a wide variation in this type of colour, and also Transmission Electron Microscopy to accurately measure the cellular organisation of these feathers.
It has been postulated that the first thing to change in domestic animals is their fear of humans as domestic animals cannot be too afraid of humans without impairing our ability to breed them. This has enabled my group to use a domestic by wild cross to discover which genes affect anxiety behavior.
My group has found that some of the genes that are central for anxiety selection in chicken intercrosses are also present in a mouse cross, and were affecting the same behavior in the mice as in the chickens. When comparing these particular genes with gene sets in humans with bi-polar disorder and schizophrenia, we also found evidence that the same genes may be related to anxiety disorders in humans. We have even found evidence to support this in the fruit fly where, by down-regulating some of the genes found in chickens, we were able to affect the same type of open field behavior in transgenic flies.
This gives the idea that the genes found in the domestic by wild paradigm can be transferred to practical applications in other fields. For example, we found genetic links to schizophrenia and has used the chicken as a model for osteoporosis.
A new project that is just starting in the group aims to identify the genetic basis that underlies adaptation to a cave environment in a small water-borne crustacean, Asellus aquaticus. We are using a cave population and a nearby stream population that is closely related yet does not display the pigment or other adaptations (eye loss, body shape) seen in the cave individuals.
Group members: Vid Bakovic