34Genomic regions subjected to selection frequently show signatures such as within-35 population reduced nucleotide diversity and outlier values of differentiation among differentially 36 selected populations. In this study, we analyzed 50K SNP genotype data of 373 animals belonging 37 to 23 sheep breeds of different geographic origins using the Rsb and F ST statistical approaches, to 38 identify loci associated with the fat-tail phenotype. We also checked if these putative selection 39 signatures overlapped with regions of high-homozygosity (ROH). The analyses identified novel 40 signals and confirmed the presence of selection signature in genomic regions that harbor candidate 41 genes known to affect fat deposition. Several genomic regions that frequently appeared in ROH 42 were also identified within each breed, but only two ROH islands overlapped with the putative 43 selection signatures. The results reported herein provide the most complete genome-wide study of 44 selection signatures for fat-tail in African and Eurasian sheep breeds; they also contribute insights 45 into the genetic basis for the fat tail phenotype in sheep, and confirm the great complexity of the 46 mechanisms that underlie quantitative traits, such as the fat-tail. 47 48 3 51been widely applied to livestock species to achieve more desirable/profitable phenotypes [1]. For 52 instance, sheep (Ovis aries) have been selected since domestication, approximately 9,000 years ago 53 [2]. This process of selection resulted in divergent sheep breeds, reared in different geographic 54 regions due to their different adaptability. Among these, fat-tail are an important class of sheep 55 breeds and represent about 25% of the world's sheep population [3] mainly distributed in the 56 Middle East, North and East Africa and Central Asia. According to Xu et al. [4] fat tails represent 57 the energy reserve necessary to survive critical conditions such as drought seasons and food 58 shortage. This statement being emphasized by Mwacharo et al. [5] who confirmed that the fat-tails 59 are the predominant sheep across the deserts of northern Africa, and in the highlands, semi-arid and 60 arid environments of eastern and southern Africa while the thin-tails occur in Sudan and in the sub-61 humid and humid regions of West Africa.
62The unique genetic patterns inscribed in the genome of individuals by natural and/or 63 artificial selection are defined as signatures of selection, which are usually regions of the genome 64 that harbor functionally important sequence variants [6]. Although human consumption of animal 65 fat has dramatically reduced in preference of leaner meat, the investigation of the potential 66 candidate genes involved in the fat-tail might contribute to exploring the genetics of fat deposition, 67 energy storage and adaptation to climate changes [7][8][9]. With the aim to identify candidate genes 68 with a potential role in these traits, several authors performed studies targeting the fat-tail 69 phenotype contrasted with the thi...