Naturally occurring tumours in animals are excellent models of human cancer due to their genetic and pathological similarities. As a part of the One Health Initiative, comparative oncology is a research area important for new diagnostic and therapeutical discoveries for both humans and animals (Davis and Ostrander, 2014). Dog is a prominent model for especially studies on breast cancer. Unravelling of the dog genome in 2005 accelerated researches on genetic structure of dogs associated with CMTs. Nevertheless, to date there are limited data obtained from studies on inherited genetic risk factors of CMT (Rivera and von Euler, 2011).
In this research we studied SNPs in partial regions in/near two cancer associated genes, namely
ESR1 and
CDK5RAP2 in a cohort comprised of different dog breeds.
Results of the association analysis including minor allele frequency (MAF), odd ratios (OR) and p-values of the SNPs observed in this study were given in Table 3.
@tablw3
Association of ESR1 polymorphisms
Sequencing of exon 4 of
ESR1 revealed two previously identified SNPs. No novel polymorphism was observed. The A/G substitution (rs21970417) at position 42,208,601 is a synonymous polymorphism. rs21970417 was found to be monomorphic in our sample set with only GG homozygous individuals, therefore no further statistical analysis was performed for this locus.
The second SNP (ss244244343) at position 42,208,686, an A/G transition, is a mis-sense polymorphism, which leads to an amino acid substitution from isoleucine to leucine. According to previous studies, A is identified as the risk allele and T is protective allele for CMT. No TT homozygous individuals were observed in cases and controls. The risk allele had higher frequencies both in cases and controls, but its frequency is higher in control group (0.91), than the frequency in dogs with CMT (0.83). But the difference between cases and controls was found not to be statistically significant.
There are several CMT-associated SNPs observed in intronic and exonic SNPs in
ESR1 gene. But one of them in exon4 (ss244244344), which we also identified, was found to be significant after Bonferroni correction. According to the association study on English Springer Spaniel (ESS) samples from Sweden, A allele of the SNP ss244244344 was found as the risk allele for CMT. The risk allele A of ss244244343 is observed to be the major allele in the study on ESS. The same study had also another dataset comprised of 450 individuals from nine different dog breeds. These breeds, excluding ESS, varied in allele frequencies of risk and protective alleles. In our study, the frequency of risk allele A was found to be lower in cases than the frequency in the control group contrary to ESS dataset from Sweden
(Borge et al., 2013). Although no significant correlation was found in our study, allele frequencies point out to the G allele as a possible risk allele for our dataset. Comparison of the high and low risk breeds also supported A allele as a risk factor with a higher frequency in all of the samples from high risk breeds. Nevertheless, there are also large allele frequency differences between breeds in the same risk group. For example, Bernese Mountain Dog in the low risk group was monomorphic for A allele, just like Dachshund from the high risk group, whereas two high risk breeds Collie and Shetland Sheepdog had frequencies of protective G allele 0.791 and 0.766, respectively
(Borge et al., 2013). Our results also supported a genetic heterogeneity in terms of associated risk alleles.
Association of CDK5RAP2 polymorphisms
The SNP (BICF2G630310626) was observed in a region downstream of
CDK5RAP2. The polymorphism is a C/T transition, while C is risk allele and T is protective allele. All animals in the control group were found to be TT homozygous. Only 2 CC homozygous individuals were observed in the group with CMT. The frequency of protective allele is higher in total. Two novel SNPs were identified in this region. One of these is an A/G transition and the other one is an A/T transversion. The latter two SNPs are inherited together and can be identified as a haplotype. Minor allele frequencies of both novel identified SNPs were found to be lower in cases than controls. But according to the association analysis performed in cases and controls, no statistically significant association was found between these SNPs and CMTs.
Many key cell cyclins take part in tumour pathogenesis. It has been reported that cyclin-activating cyclins were overexpressed, whereas cell cycle inhibitors were underexpressed in canine mammary tumour cell lines.
(Rao et al., 2008).
Melin et al., (2016) identified a genome-wide significant locus on chromosome 11, which overlaps the
CDK5RAP2 gene. Researchers also reported that the results indicating significant CMT association of these regions, need to be validated in other dog breeds and for other geographical locations with further studies. In this study, we performed SNP genotyping of partial sequence of the same region to check the relationship with CMT.
Although all the animals in the control group are TT homozygote, which is consistent with the protective status of the T allele, risk allele had a very low frequency in cases. Therefore, no significant association was detected between minor allele C and CMT. The limited number of dogs with CMT analysed in the study and different breeds found in the study cohort, may have revealed these results. Another possibility to consider is that the relationship between C allele and CMTs are not valid for our dataset, but sample numbers per breed are not enough for confirmation.
According to the results of a study on 336 ESS samples, the risk allele C is accumulated in ESS population in Sweden. Consistent with the results of our study, no significant association was observed in ESS population from United Kingdom and Norway, with sample numbers 40 and 15, respectively
(Melin et al., 2016). Effects of the artificial selection on genes of different dog breeds or sub-populations from different countries may cause the difference (Ostrander and Franklin, 2012). The small sample size in three studies including our study does not allow us to make a definitive conclusion. Further studies on different dog breeds, as well as from different geographical regions with larger sample numbers would give important information on differences of genes and pathways involved in CMTs.
Most of the studies on the genetic basis of canine mammary tumours were conducted on ESS from Sweden, which is accepted as a high risk breed. This breed may be an adaptable model for human studies, but because of the fact that spaying of dogs is uncommon in Sweden
(Jitpean et al., 2012), hormonal factor should be taken into consideration during genetic analysis of this breed. Although number of intact dogs in our dataset is higher than the spayed samples, results of this study differ from those of studies on ESS samples.
The advantage of dog studies in which the dog can be accepted as a model animal, originated from limited intra breed heterogeneity. But high genetic heterogeneity between breeds is complicating for evaluation of the results from different breeds from the same risk group
(Borge et al., 2013).
The prevalence of CMTs exhibit differences among breeds. There are different high risk breeds in different geographical locations. Moreover, for a specific geographical region, various studies report different breeds as high risk breeds (Dobson, 2013;
Gupta et al., 2014). These controversies arise from geographic and breed popularity contributions and also from the fact that insufficient data were obtained up to date (Goebel and Merner, 2017).
Especially studies on pure-bred dogs could provide important insights into the genetic aetiology of different forms of cancer, because of their widely homogenous genetic structure shaped by artificial selection.