0000000000794005
AUTHOR
Emiliano Lasagna
Runs of homozygosity in the Italian goat breeds: impact of management practices in low-input systems
Abstract Background Climate and farming systems, several of which are considered as low-input agricultural systems, vary between goat populations from Northern and Southern Italy and have led to different management practices. These processes have impacted genome shaping in terms of inbreeding and regions under selection and resulted in differences between the northern and southern populations. Both inbreeding and signatures of selection can be pinpointed by the analysis of runs of homozygosity (ROH), which provides useful information to assist the management of this species in different rural areas. Results We analyzed the ROH distribution and inbreeding (FROH) in 902 goats from the Italia…
High-density single nucleotide polymorphism markers reveal the population structure of 2 local chicken genetic resources
Italy counts a large number of local chicken populations, some without a recognized genetic structure, such as Val Platani (VPL) and Cornuta (COS), which represent noteworthy local genetic resources. In this study, the genotype data of 34 COS and 42 VPL, obtained with the Affymetrix Axiom600KChicken Genotyping Array, were used with the aim to investigate the genetic diversity, the runs of homozygosity (ROH) pattern, as well as the population structure and relationship within the framework of other local Italian and commercial chickens. The genetic diversity indices, estimated using different approaches, displayed moderate levels of genetic diversity in both populations. The identified ROH h…
Additional file 10 of On the origin and diversification of Podolian cattle breeds: testing scenarios of European colonization using genome-wide SNP data
Additional file 10: Figure S8. Projection on a single LDA axis in the model-grouping approach (a) and on the first two LDA axes in the six scenarios separately (b).
Additional file 2 of Runs of homozygosity in the Italian goat breeds: impact of management practices in low-input systems
Additional file 2: Figure S2. Manhattan plots representing the signals of signatures of selection in the two population groups (CSD and NRD), of the ��ROH, and averaged FST. CSD = Central-southern population group; NRD = Northern population group.
Genome-wide analysis reveals the patterns of genetic diversity and population structure of 8 Italian local chicken breeds
The aim of this study was to conduct a genome-wide comparative analysis of 8 local Italian chicken breeds (Ermellinata di Rovigo, Millefiori di Lonigo [PML], Polverara Bianca, Polverara Nera, Padovana, Pepoi [PPP], Robusta Lionata, and Robusta Maculata), all under a conservation plan, to understand their genetic diversity and population structure. A total of 152 animals were analyzed using the Affymetrix Axiom 600 K Chicken Genotyping Array. The levels of genetic diversity were highest and lowest in PML and PPP, respectively. The results of genomic inbreeding based on runs of homozygosity (ROH; FROH) showed marked differences among breeds and ranged from 0.161 (PML) to 0.478 (PPP). Furtherm…
Genome-wide mapping of signatures of selection using a high-density array identified candidate genes for growth traits and local adaptation in chickens
Abstract Background Availability of single nucleotide polymorphism (SNP) genotyping arrays and progress in statistical analyses have allowed the identification of genomic regions and genes under selection in chicken. In this study, SNP data from the 600 K Affymetrix chicken array were used to detect signatures of selection in 23 local Italian chicken populations. The populations were categorized into four groups for comparative analysis based on live weight (heavy vs light) and geographical area (Northern vs Southern Italy). Putative signatures of selection were investigated by combining three extended haplotype homozygosity (EHH) statistical approaches to quantify excess of haplotype homoz…
On the origin and diversification of Podolian cattle breeds: testing scenarios of European colonization using genome-wide SNP data
AbstractBackgroundDuring the Neolithic expansion, cattle accompanied humans and spread from their domestication centres to colonize the ancient world. In addition, European cattle occasionally intermingled with both indicine cattle and local aurochs resulting in an exclusive pattern of genetic diversity. Among the most ancient European cattle are breeds that belong to the so-called Podolian trunk, the history of which is still not well established. Here, we used genome-wide single nucleotide polymorphism (SNP) data on 806 individuals belonging to 36 breeds to reconstruct the origin and diversification of Podolian cattle and to provide a reliable scenario of the European colonization, throug…
Additional file 3 of On the origin and diversification of Podolian cattle breeds: testing scenarios of European colonization using genome-wide SNP data
Additional file 3: Table S2. Set of priors used to model the scenarios in the ABC framework.
Additional file 1 of On the origin and diversification of Podolian cattle breeds: testing scenarios of European colonization using genome-wide SNP data
Additional file 1: Table S1. Name of the breeds, breed codes, sample size (N), sub-species, continent and geographic origin, and source of genotyping data.
The climatic and genetic heritage of Italian goat breeds with genomic SNP data
Local adaptation of animals to the environment can abruptly become a burden when faced with rapid climatic changes such as those foreseen for the Italian peninsula over the next 70 years. Our study investigates the genetic structure of the Italian goat populations and links it with the environment and how genetics might evolve over the next 50 years. We used one of the largest national datasets including > 1000 goats from 33 populations across the Italian peninsula collected by the Italian Goat Consortium and genotyped with over 50 k markers. Our results showed that Italian goats can be discriminated in three groups reflective of the Italian geography and its geo-political situation prec…
Genome-wide analysis of Italian sheep diversity reveals a strong geographic pattern and cryptic relationships between breeds
Summary Italy counts several sheep breeds, arisen over centuries as a consequence of ancient and recent genetic and demographic events. To finely reconstruct genetic structure and relationships between Italian sheep, 496 subjects from 19 breeds were typed at 50K single nucleotide polymorphism loci. A subset of foreign breeds from the Sheep HapMap dataset was also included in the analyses. Genetic distances (as visualized either in a network or in a multidimensional scaling analysis of identical by state distances) closely reflected geographic proximity between breeds, with a clear north–south gradient, likely because of high levels of past gene flow and admixture all along the peninsula. Sa…
Genome-Wide SNP Analysis Reveals the Population Structure and the Conservation Status of 23 Italian Chicken Breeds
The genomic variability of local Italian chicken breeds, which were monitored under a conservation plan, was studied using single nucleotide polymorphisms (SNPs) to understand their genetic diversity and population structure. A total of 582 samples from 23 local breeds and four commercial stocks were genotyped using the Affymetrix 600 K Chicken SNP Array. In general, the levels of genetic diversity, investigated through different approaches, were lowest in the local chicken breeds compared to those in the commercial stocks. The level of genomic inbreeding, based on runs of homozygosity (FROH), was markedly different among the breeds and ranged from 0.121 (Valdarnese) to 0.607 (Siciliana). I…
Additional file 1 of Runs of homozygosity in the Italian goat breeds: impact of management practices in low-input systems
Additional file 1: Figure S1. Geographic distribution (a), phylogeny tree (b), and multidimensional scaling analysis (c) of all the Italian goat breeds included in the study.
A comprehensive analysis of the genetic diversity and environmental adaptability in worldwide Merino and Merino-derived sheep breeds
Abstract Background To enhance and extend the knowledge about the global historical and phylogenetic relationships between Merino and Merino-derived breeds, 19 populations were genotyped with the OvineSNP50 BeadChip specifically for this study, while an additional 23 populations from the publicly available genotypes were retrieved. Three complementary statistical tests, Rsb (extended haplotype homozygosity between-populations), XP-EHH (cross-population extended haplotype homozygosity), and runs of homozygosity (ROH) islands were applied to identify genomic variants with potential impact on the adaptability of Merino genetic type in two contrasting climate zones. Results The results indicate…
The genetics of phenotypic plasticity in livestock in the era of climate change: a review
Climate change has the potential to adversely affect the health of livestock, with consequences to animal welfare, greenhouse gas emissions, productivity, human health and livelihoods. Phenotypic plasticity is the ability of a genotype to produce different phenotypes, depending on environmental, biotic or abiotic conditions; it is a factor influencing and modifying the genes of animal and plant organisms, to adaptation to climate change. Among the various climate variables, heat stress has been reported to be the most detrimental factor to the economy of the livestock industry. There are a number of candidate genes that are associated with adaptation of ruminants, monogastric and poultry to…
Additional file 8 of On the origin and diversification of Podolian cattle breeds: testing scenarios of European colonization using genome-wide SNP data
Additional file 8: Figure S6. Increment in the log likelihood for the reduced (European taurine and the Guelmoise) dataset for all tested migration events, calculated by using the optM function in the R package OptM.
Additional file 5 of On the origin and diversification of Podolian cattle breeds: testing scenarios of European colonization using genome-wide SNP data
Additional file 5: Figure S3. Cross-validation plot of the admixture analysis for all values of K (number of clusters) ranging from 2 to 23.
Additional file 2 of On the origin and diversification of Podolian cattle breeds: testing scenarios of European colonization using genome-wide SNP data
Additional file 2: Figure S1. All modelled scenarios for colonization tested in the ABC framework. Description: In all the tested scenarios, we assumed that taurine and indicine cattle separated first. Subsequent reduction in effective population size was modelled to take the two independent domestication events that occurred in the Fertile Crescent and the Indus Valley into account. From these known evolutionary events, two sets of scenarios were built. The first three scenarios mirror to two different waves of migration, an early Neolithic migration involving non-Podolian taurine cattle and a secondary migration involving Podolian cattle after their genetic admixture with indicine cattle …
Additional file 9 of On the origin and diversification of Podolian cattle breeds: testing scenarios of European colonization using genome-wide SNP data
Additional file 9: Figure S7. Principal component analysis (PCA) for the two datasets used (17 K and 8 K).
Additional file 3 of Runs of homozygosity in the Italian goat breeds: impact of management practices in low-input systems
Additional file 3: Table S1. List of the genes identified by the analyses of the signatures of selection: top 1% homozygosity score in CSD and NRD groups, ��ROH, and averaged FST. CSD = Central-southern population group; NRD = Northern population group.
Additional file 7 of On the origin and diversification of Podolian cattle breeds: testing scenarios of European colonization using genome-wide SNP data
Additional file 7: Figure S5. Increment in the log likelihood for the complete dataset for all tested migration events, calculated by using the optM function in the R package OptM.
Additional file 6 of On the origin and diversification of Podolian cattle breeds: testing scenarios of European colonization using genome-wide SNP data
Additional file 6: Figure S4. Admixture analysis plot in a circular fashion with all values of K (number of clusters) ranging from 2 to 23.
Additional file 4 of On the origin and diversification of Podolian cattle breeds: testing scenarios of European colonization using genome-wide SNP data
Additional file 4: Figure S2. Genetic diversity indices: observed and expected heterozygosity (Ho and He), effective population size (Ne) and minor allele frequencies (MAF) calculated for each breed. Asian indicine (blue), African taurine (yellow), European Podolian (orange), European non-Podolian (red).