| Literature DB >> 34063244 |
Giulietta Minozzi1, Barbara Lazzari2, Maria Grazia De Iorio1, Cecilia Costa3, Emanuele Carpana3, Paola Crepaldi4, Rita Rizzi1, Elena Facchini5, Gustavo Gandini1, Alessandra Stella2, Giulio Pagnacco2.
Abstract
At the end of the last glaciation, Apis mellifera was established in northern Europe. In Italy, Apis melliferaligustica adapted to the mild climate and to the rich floristic biodiversity. Today, with the spread of Varroa destructor and with the increasing use of pesticides in agriculture, the Ligustica subspecies is increasingly dependent on human action for its survival. In addition, the effects of globalization of bee keeping favored the spread in Italy of other honeybee stocks of A. mellifera, in particular the Buckfast bee. The purpose of this study was to characterize the Italian honeybee's population by sequencing the whole genome of 124 honeybees. Whole genome sequencing was performed by Illumina technology, obtaining a total coverage of 3720.89X, with a mean sample coverage of 29.77X. A total of 4,380,004 SNP variants, mapping on Amel_HAv3.1 chromosomes, were detected. Results of the analysis of the patterns of genetic variation allowed us to identify and subgroup bees according to their type. The investigation revealed the genetic originality of the Sicula, and in A.m. ligustica limited genetic introgression from the other breeds. Morphometric analysis of 5800 worker bees was in agreement with genomic data.Entities:
Keywords: SNPs; biodiversity; conservation; honeybee; morphometry; whole genome sequence
Year: 2021 PMID: 34063244 PMCID: PMC8147450 DOI: 10.3390/ani11051311
Source DB: PubMed Journal: Animals (Basel) ISSN: 2076-2615 Impact factor: 2.752
Figure 1Map of Italy with density of bees sampled per region.
Number of variable single nucleotide polymorphisms (SNPs) identified in each population.
| Population | % SNP | Number of Samples | N° SNP |
|---|---|---|---|
|
| 64.19% | 61 | 2,811,524 |
|
| 69.76% | 43 | 3,055,491 |
|
| 46.67% | 8 | 2,044,148 |
|
| 29.89% | 2 | 1,309,183 |
|
| 49.74% | 4 | 2,178,614 |
|
| 59.68% | 6 | 2,613,986 |
| All | 124 | 4,380,004 |
Figure 2Distribution of specific and common SNPs across subspecies.
Figure 3Principal component analysis (PCA) based on 2 dimensions (PC1 and PC2). Individual bee samples are indicated with colored dots corresponding to their subspecies.
Figure 4Phylogenetic tree based on 44,811 SNPs and 124 honeybee samples.
Figure 5Admixture results of the 124 honeybee samples based on 44,811 SNPs with number of ancestral backgrounds (K = 5).
CV error of the Admixture analysis of the 124 honeybee samples based on 44,811 SNPs based on 2 to 6 ancestral backgrounds (K).
| Ancestral Background (K) | CV Error |
|---|---|
| 2 | 0.206 |
| 3 | 0.210 |
| 4 | 0.214 |
| 5 | 0.223 |
Results of clustering of the 124 honeybees sampled in 5 clusters (K = 5) according to Admixture analysis.
| Clusters | ||||||
|---|---|---|---|---|---|---|
| Given Population | 1 | 2 | 3 | 4 | 5 | n |
| Buckfast | 0.018 | 0.318 | 0.083 | 0.010 | 0.572 | 43 |
| Carnica | 0.016 | 0.982 | 0.000 | 0.000 | 0.002 | 8 |
| Carnica × ligustica | 0.067 | 0.608 | 0.306 | 0.000 | 0.019 | 2 |
| Ligustica | 0.008 | 0.079 | 0.863 | 0.011 | 0.039 | 61 |
| Mellifera | 0.853 | 0.113 | 0.017 | 0.003 | 0.013 | 4 |
| Sicula | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 6 |
Fst divergence between honeybee populations.
| Population |
|
|
|
|
|---|---|---|---|---|
|
| ||||
|
| 0.389 | |||
|
| 0.383 | 0.153 | ||
|
| 0.308 | 0.259 | 0.207 | |
| Buckfast | 0.346 | 0.149 | 0.153 | 0.217 |