ABSTRACT
OBJECTIVE: Growth performance and growth-related traits have a crucial role in livestock due to their influence on productivity. This genome-wide association study (GWAS) in Pakistani dromedary camels was conducted to identify single nucleotide polymorphisms (SNPs) associated with growth at specific camel ages, and for selected SNPs, to investigate in detail how their effects change with increasing camel age. This is the first GWAS conducted on dromedary camels in this region. METHODS: Two Pakistani breeds, Marecha and Lassi, were selected for this study. A genotypingby-sequencing method was used, and a total of 65,644 SNPs were identified. For GWAS, weight records data with several body weight traits, namely, birthweight, weaning weight, and weights of camels at 1, 2, 4, and 6 years of age were analysed by using model-based growth curve analysis. Age-specific weight data were analysed with a linear mixed model that included fixed effects of SNP genotype as well as sex. RESULTS: Based on the q-value method for false discovery control, for Marecha camels, five SNPs at q<0.01 and 96 at q<0.05 were significantly associated with the weight traits considered, while three (q<0.01) and seven (q<0.05) SNP associations were identified for Lassi camels. Several candidate genes harbouring these SNP were discovered. CONCLUSION: These results will help to better understand the genetic architecture of growth including how these genes are expressed at different phases of their life. This will serve to lay the foundations for applied breeding programs of camels by allowing the genetic selection of superior animals.
ABSTRACT
Camel is an important domestic animal that is well adapted to extremely harsh environments. Due to its multi-purpose role, the camel is gaining importance, particularly as a meat producer. Body weights at different ages and growth curves have been extensively studied in several livestock species. However, the information on the camel is very limited. We investigate patterns of variation in birth weight and weaning weight of two prominent breeds of camels in Pakistan, namely Marecha and Lassi. A further objective is not only to develop growth models which will account for systematic differences due to breed and sex but also to allow for individual variation in growth, by the application of appropriate statistical models. Birth weight, weaning, and monthly weights for a period of up to 48 months were recorded for each camel. Growth records of 137 camels consisting of 108 Marecha and 29 Lassi were obtained. Differences were detected between the two breeds, Marecha and Lassi, as well as differences between sexes, but only after 2 years of age. Beyond that, female Marecha camels had slower growth than males, whereas Lassi (mostly females) had faster growth than female Marechas. In addition, there is a sizable variation between individuals within the same breed-sex combination. The results of the present study will be of use to explore the potential of the camel as a meat producer in Pakistan.
