Abstract
Background
The bumblebee Bombus terrestris is an ecologically and economically important pollinator and has become an important biological model system. To study fundamental evolutionary questions at the genomic level, a high resolution genetic linkage map is an essential tool for analyses ranging from quantitative trait loci (QTL) mapping to genome assembly and comparative genomics. We here present a saturated linkage map and match it with the Apis mellifera genome using homologous markers. This genome-wide comparison allows insights into structural conservations and rearrangements and thus the evolution on a chromosomal level.
Results
The high density linkage map covers ~ 93% of the B. terrestris genome on 18 linkage groups (LGs) and has a length of 2'047 cM with an average marker distance of 4.02 cM. Based on a genome size of ~ 430 Mb, the recombination rate estimate is 4.76 cM/Mb. Sequence homologies of 242 homologous markers allowed to match 15 B. terrestris with A. mellifera LGs, five of them as composites. Comparing marker orders between both genomes we detect over 14% of the genome to be organized in synteny and 21% in rearranged blocks on the same homologous LG.
Conclusions
This study demonstrates that, despite the very high recombination rates of both A. mellifera and B. terrestris and a long divergence time of about 100 million years, the genomes' genetic architecture is highly conserved. This reflects a slow genome evolution in these bees. We show that data on genome organization and conserved molecular markers can be used as a powerful tool for comparative genomics and evolutionary studies, opening up new avenues of research in the Apidae.
Background
The buff-tailed bumblebee Bombus terrestris is a key pollinator for crops and wild flowering plants as well as a model system in various disciplines of biological research. This includes studies on population genetics, mating biology, sexual selection, caste determination, social behavior, host-parasite interactions, immunology and plant-pollinator interactions [1-11]. In addition, colonies of B. terrestris are commercially produced in large numbers in Europe for pollination of greenhouse crops [1]. Accordingly, many genomic resources have been developed for this species such as molecular markers [12-15], genetic linkage maps [16,17] and BAC- and EST-libraries [18,19].
With the advance of genome sequencing techniques B. terrestris is about to evolve into an important Hymenopteran genetic model species in addition to the honeybee, Apis mellifera and the parasitic wasp Nasonia spp. Since the bumblebee is phylogenetically very similar to A. mellifera with its fully sequenced genome, a genomic comparison between the two species is particularly rewarding for understanding genome evolution in social bees. The genome of A. mellifera revealed several exceptional traits including an extremely high recombination rate, a very high AT-content, the lack of retrotransposons, and a high density of simple-sequence-repeats (SSR/microsatellites) [20]. The evolution of these extraordinary genome characteristics is unclear. A comparison with the bumblebee genome might therefore reveal common patterns resulting from the phylogenetically close relationship, but also differences due to different social colony structures and ecologies of honeybees and bumblebees.
High resolution genetic maps are powerful tools to study genomic organization [21,22]. Moreover, such maps greatly facilitate genome assembly for full genome sequencing [23]. Whereas most of the first genetic maps were based on markers like RAPD, AFLP, isozymes or mutant phenotypes, linkage maps are now increasingly constructed with polymorphic simple sequence repeats (SSR, microsatellites) or single nucleotide polymorphisms (SNP) [23-35]. Since these markers also include sequence information of potentially conserved flanking regions, they allow for anchoring genome assemblies and for comparisons among species [24,28,32,35-37].
For B. terrestris two basic linkage maps are available: one map based on RAPD and SSR markers [16] and another map with AFLP and SSR markers [17,38]. However, in both maps the coverage and marker density was insufficient to explicitly detect all known 18 chromosomes of this species' haploid set [39]. Moreover, these maps could not be used for genomic comparisons between the honeybee and the bumblebee, because most markers were either RAPDs or AFLPs, which do not provide any sequence information.
In this paper we construct a dense and saturated genetic (meiotic) linkage map for the bumblebee B. terrestris using recently published SSR markers [15] as well as novel SSRs created from BAC-end sequences. Based on this second generation linkage map and sequence homologies of microsatellite-flanking regions, we compare the genetic maps of B. terrestris and A. mellifera to identify homologous chromosomes, conserved synteny blocks and rearrangements. These can be used to study chromosome and genome evolution as well as QTL synteny among species.
Results
SSR markers
A screen of the BAC library [19] yielded 4'593 SSRs with motifs of 1-6 bp in length of which 2'573 (56%) were redundant or had too short sequences that were flanking the repeat motif. For the remaining 2'020 loci, a total of 960 primer pairs were tested for amplification products. 910 of those (95%) yielded PCR products and were screened for polymorphisms in B. terrestris. 586 primer pairs (64.4%) showed two or more alleles of which 564 were tested for polymorphism in the mapping population "BBM1" [17], a subset of 300 loci by using fluorescent labels, 264 loci by using unlabeled primers. This resulted in a total of 306 informative loci. The 123 SSR loci published in ref. [15] yielded 56 additional polymorphic loci in the population BBM1 and further three novel loci were developed as described in [15]. A screen of 2'304 A. mellifera SSR markers [23,40-42] yielded 15 loci that were polymorphic in BBM1. (Additional file 1). Finally 274 SSRs were successfully or sufficiently genotyped.
Map
To construct the new linkage map, we used the raw data (207 AFLPs, 39 SSRs) from the mapping population BBM1 (which was used for the core linkage map [17]) plus another 46 SSRs from ref. [15] and 209 SSRs derived from the BAC library (Additional file 2). Additionally three novel markers and 15 Apis mellifera [23,40-42] SSR markers were mapped (Table 1, Additional file 2). Four AFLPs remained unmapped. Although 75 markers showed segregation distortion, they were nevertheless included because their exclusion did not alter the map (Table 1).
Table 1.
LG | length (cM) | markers (n) | distorted markers (n) | avg. marker distance (cM) | corrected length (cM) | LG as in [17,38] |
---|---|---|---|---|---|---|
Bt.B01 | 121.01 | 38 | 5 | 3.18 | 127.38 | 8 |
Bt.B02 | 125.20 | 37 | 6 | 3.38 | 131.97 | 1 |
Bt.B03 | 96.35 | 38 | 1 | 2.54 | 101.42 | 4 |
Bt.B04 | 80.66 | 20 | 1 | 4.03 | 88.73 | 13, BB1_18 |
Bt.B05 | 102.84 | 30 | 5 | 3.43 | 109.69 | 11 |
Bt.B06 | 171.70 | 35 | 6 | 4.91 | 181.51 | BB1_15 |
Bt.B07 | 161.43 | 33 | 0 | 4.89 | 171.21 | 9 |
Bt.B08 | 91.64 | 30 | 5 | 3.05 | 97.75 | 2 |
Bt.B09 | 109.48 | 32 | 6 | 3.42 | 116.32 | 5 |
Bt.B10 | 126.46 | 35 | 9 | 3.61 | 133.69 | 12 |
Bt.B11 | 116.30 | 35 | 2 | 3.32 | 122.94 | 7 |
Bt.B12 | 111.39 | 34 | 3 | 3.28 | 117.94 | 3 |
Bt.B13 | 105.74 | 31 | 5 | 3.41 | 112.56 | 6 |
Bt.B14 | 73.44 | 21 | 4 | 3.50 | 80.43 | BB1_16 |
Bt.B15 | 96.55 | 33 | 13 | 2.93 | 102.40 | 10 |
Bt.B16 | 77.87 | 16 | 1 | 4.87 | 87.61 | BB1_17, BB1_20 |
Bt.B17 | 83.14 | 10 | 2 | 8.31 | 99.77 | 14 |
Bt.B18 | 51.01 | 8 | 1 | 6.38 | 63.77 | BB1_19 |
∑/ø | 1902.21 | 516 | 75 | 4.02 ± 1.42 | 2047.09 |
For each Linkage Group (LG) the length in cM (∑), the number of markers (SSR and AFLP) mapped on this LG (∑), the number of markers showing segregation distortion (∑), the average distance between two markers in cM, the length in cM of the LG after correction for chromosome ends (∑), and the corresponding LG in [17,38] are given. At the bottom the sums and the average marker distance ± standard deviation is given, respectively.
Processing all available genotype data in JoinMap4 [43] yielded 18 linkage groups (LGs) all of which were well supported by LOD scores of 8.0 or higher (Additional file 3). The 18 LGs, which most likely represent the 18 haploid chromosomes [39], range in recombination size from 51.01 to 171.7 cM containing 8 to 38 markers (Table 1). The shortest one, LG B18, contains only five AFLP and three SSR markers, the longest LG (B06) has 35 markers. The length of a LG was correlated with the number of markers per linkage group (Pearson r = 0.71768, p < 0.05). The average marker distance ranges from 2.54 cM (LG B03) to 8.31 cM (LG B17) with an average of 4.02 cM (± 1.42 cM SD).
This map contains a total 516 markers and spans a total of 1'902.21 cM (Additional file 2, Additional file 3). This is an increase of 271.21 cM (16.62%) compared to [17] (1'630.9 cM, reanalyzed with JoinMap4 [43]). To correct for the missing chromosome ends, which cannot be mapped since there are no flanking markers, the length of each LG was adjusted by adding double its average marker distance to the value calculated by JoinMap [44]. This resulted in a corrected map length of 2'047.09 cM (Table 1). Hence the genome coverage of the present map is estimated to be 92.92%.
Based on the function c = 1-e-2md/L given in ref. [45] where c is the proportion of the genome within d cM distance to a marker, L the estimated genome length and m the number of markers, 86.85% of the genome is located within the average marker distance of 4.02 cM and 99.99% of the genome is located within 17.6 cM distance to a marker.
Genome size and recombination rate
The genome size of the bumblebee B. terrestris previously was measured by flow cytometry [16,17]. The first measurement [16] was based on a staining method biased towards the AT portion of the genome, hence a correction is needed. The genomic AT-content of B. terrestris was estimated to be 61% by using 8.5 Mb non-redundant sequences (data not shown) from the BAC library, representing about 1.98% of the genome. The honeybee AT-content is 67.3% [46], 6.3% higher than the bumblebee. Consequently the DNA content (0.27 pg) as measured by ref. [16,47] was corrected leading to an increase of the ratio (B. terrestris/A. mellifera DNA content) from 1.54 to 1.653. Thus the genome size of the bumblebee Bombus terrestris was estimated to be 433 Mb.
A second estimate was obtained using the relation between genetic distance and physical distance for two markers from the two ends of a BAC clone [19]. The two markers SSR_0929_66j14 and SSR_924_66j14 are 0.494 cM apart (Additional file 2). The average insert size of clones from the BAC library is 102.9 kb, based on a selection of n = 186 clones which doesn't include this BAC clone [19]. Extrapolated onto the whole map, a genome size of about 426 Mb is calculated. This nearly matches the previous estimate of 433 Mb. The average between both estimates is 430 Mb. However, preliminary data for the genome assembly of B. terrestris (Baylor College of Medicine Human Genome Sequencing Center, unpublished) give an additional estimate of about 250 Mb for the size of the genome.
Using the length of this linkage map (2'047.09 cM), a recombination rate of 4.76 cM/Mb is calculated, based on a genome size of 430 Mb, and 8.19 cM/Mb based on a genome size of 250 Mb.
Homology
A search for homologous sequences in the A. mellifera genome for each mapped SSR marker yielded 242 homologous loci, with 15 being homologous with unassigned (unmapped) A. mellifera sequences. In 29 cases the B. terrestris sequence was homologous to a gene or a predicted gene in A. mellifera (Table 2, Additional file 1, Additional file 2).
Table2.
LG | Am. LG01 | Am. LG02 | Am. LG03 | Am. LG04 | Am. LG05 | Am. LG06 | Am. LG07 | Am. LG08 | Am. LG09 | Am. LG10 | Am. LG11 | Am. LG12 | Am. LG13 | Am. LG14 | Am. LG15 | Am. LG16 | Am. Un | ∑ |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Bt.B01 | 26 | 1 | 1 | 28 | ||||||||||||||
Bt.B02 | 17 | 2 | 19 | |||||||||||||||
Bt.B03 | 1 | 12 | 1 | 1 | 1 | 1 | 17 | |||||||||||
Bt.B04 | 1 | 4 | 5 | |||||||||||||||
Bt.B05 | 19 | 1 | 20 | |||||||||||||||
Bt.B06 | 2 | 1 | 14 | 1 | 1 | 19 | ||||||||||||
Bt.B07 | 1 | 3 | 2 | 2 | 8 | |||||||||||||
Bt.B08 | 4 | 7 | 1 | 12 | ||||||||||||||
Bt.B09 | 4 | 5 | 12 | 21 | ||||||||||||||
Bt.B10 | 1 | 8 | 1 | 10 | ||||||||||||||
Bt.B11 | 6 | 1 | 7 | 2 | 16 | |||||||||||||
Bt.B12 | 8 | 7 | 1 | 16 | ||||||||||||||
Bt.B13 | 1 | 16 | 2 | 19 | ||||||||||||||
Bt.B14 | 1 | 10 | 11 | |||||||||||||||
Bt.B15 | 1 | 7 | 6 | 14 | ||||||||||||||
Bt.B16 | 1 | 2 | 2 | 5 | ||||||||||||||
Bt.B17 | 1 | 1 | ||||||||||||||||
Bt.B18 | 1 | 1 | ||||||||||||||||
∑ | 41 | 17 | 14 | 6 | 22 | 20 | 10 | 10 | 12 | 9 | 9 | 16 | 16 | 10 | 6 | 9 | 15 | 242 |
The numbers of markers homologous between Bombus terrestris and Apis mellifera are shown for each LG. Bold numbers indicate matching B. terrestris and A. mellifera LGs, as homologized LGs (the majority of the homologous markers is found in one LG) or as composites if a LG consists of a high proportion of markers homologous to more than one A. mellifera LG. Single markers or low numbers of markers are left normal.
A B. terrestris map containing only the loci homologous to the A. mellifera genome was constructed (Figure 1, 2, 3, 4, 5, 6, 7). By comparing both maps, it was possible to homologize 15 of the 18 B. terrestris LGs with corresponding A. mellifera LGs (Table 2). Omitting homologues to unassigned A. mellifera sequences, 10 linkage groups could be precisely matched with 4 to 26 (mean 13.7) homologous loci. In case of LG B02 in B. terrestris, all homologous markers match LG 2 in A. mellifera. Five B. terrestris LGs were composites of parts homologous to two different A. mellifera LGs each. 35 homologous loci were mapped on A. mellifera LGs that were different from the homologized ones. The three small LGs B16, B17 and B18 consist of too few homologous markers to assign them to A. mellifera LGs (Table 2, Additional file 1, Additional file 2).
Overall, there are many conserved chromosomal regions in both genomes. With 83 syntenic marker pairs from 15 bumblebee LGs spanning a total of 302.16 cM in B. terrestris and corresponding to 689.80 cM in A. mellifera. The distances between syntenic marker pairs ranged from 0.003 to 26.05 cM and from 0.08 to 54.28 cM for B. terrestris and A. mellifera, respectively (Table 3, Additional file 4). In 18 cases three to six markers were conserved in sequential order. In total the syntenic regions account for 14.81% of the whole map, with the distribution among the different LGs being heterogenic. LGs B02 and B13 show the largest proportion of syntenic regions with 47.99% and 41.66%, respectively. LGs B03 and B07 exhibit the lowest proportion with 1.16% and 0.3% syntenic regions, respectively (Table 3). The mean is 17.6%.
Table 3.
LG | synteny (n) | synteny (cM): B.t. | synteny (cM): A.m. | synteny (cM): ratio B.t./A.m. | synteny (%): B.t. | homology (n) | homology (cM): B. t. | homology (%): B.t. | inserts (n) | synteny + homology (%): B.t. |
---|---|---|---|---|---|---|---|---|---|---|
Bt.B01 | 12 | 24.692 | 57.9 | 0.43 | 19.38 | 10 | 51.283 | 40.26 | 2 | 59.65 |
Bt.B02 | 12 | 63.332 | 170.18 | 0.37 | 47.99 | 3 | 34.315 | 26.00 | 0 | 73.99 |
Bt.B03 | 2 | 1.179 | 22.03 | 0.05 | 1.16 | 4 | 15.43 | 15.21 | 4 | 16.38 |
Bt.B04 | 1 | 25.333 | 32.66 | 0.78 | 28.55 | 2 | 18.614 | 20.98 | 1 | 49.53 |
Bt.B05 | 6 | 15.837 | 25.25 | 0.63 | 14.44 | 11 | 55.54 | 50.63 | 1 | 65.07 |
Bt.B06 | 3 | 8.859 | 16.37 | 0.54 | 4.88 | 8 | 55.006 | 30.30 | 3 | 35.19 |
Bt.B07 | 1 | 0.506 | 1.74 | 0.29 | 0.30 | 0 | 0 | 0.00 | 1 | 0.30 |
Bt.B08 | 2 | 2.058 | 0.51 | 4.04 | 2.11 | 1 | 18.258 | 18.68 | 0 | 20.78 |
Bt.B09 | 11 | 33.858 | 95.42 | 0.35 | 29.11 | 4 | 27.785 | 23.89 | 4 | 52.99 |
Bt.B10 | 3 | 18.244 | 17.15 | 1.06 | 13.65 | 3 | 41.25 | 30.86 | 1 | 44.50 |
Bt.B11 | 6 | 17.201 | 26.36 | 0.65 | 13.99 | 2 | 20.886 | 16.99 | 1 | 30.98 |
Bt.B12 | 6 | 16.823 | 28.27 | 0.60 | 14.26 | 5 | 41.498 | 35.18 | 0 | 49.45 |
Bt.B13 | 9 | 46.896 | 122.42 | 0.38 | 41.66 | 5 | 7.1 | 6.31 | 1 | 47.97 |
Bt.B14 | 5 | 17.977 | 57.11 | 0.31 | 22.35 | 3 | 36.91 | 45.89 | 1 | 68.24 |
Bt.B15 | 4 | 10.327 | 21.29 | 0.49 | 10.08 | 4 | 7.885 | 7.70 | 1 | 17.78 |
Bt.B16 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 |
Bt.B17 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 |
Bt.B18 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 |
∑/ø | ∑ 83 | ∑ 303.029 | ∑ 681.56 | ø 0.45 | ø 17.59 | ∑ 65 | ∑ 429.815 | ø 24.59 | ∑ 21 | ø 42.19 |
For each LG information on the number (n) of marker pairs (intervals/segments) is given, which is also present as a marker pair (interval/segment) in A. mellifera (synteny). The genetic length in cM of the synthenic intervals/segments in B. terrestris (B.t.) and the corresponding intervals/segments in A. mellifera (A.m.) and the ratio between both species is given. Furthermore, the proportion (%) of synthenic marker intervals/segments of the total length of a B. terrestris LG is calculated. Likewise numbers of intervals/segments, their length (cM) and proportion (%) of the total length in B. terrestris is listed for intervals/segments of markers present in B. terrestris, but rearranged (not paired) on the matching A. mellifera LG ("homology"), indicating intrachromosomal rearrangements.
B. terrestris markers, which were found in a non-matching (see table 2) A. mellifera LG (interchromosomal rearrangement) are summed up as "inserts".
The last column shows the proportion (%) of synthenic plus homologous marker intervals/segments for each B. terrestris LG.
Most chromosomal regions showed rearrangements in the spatial ordering of markers, but only within the same homologous LG. These cases reflect inversions or non-reciprocal translocations (chromosome mutations) (e.g. Figure 2: B02). While such regions cannot be precisely linked to physical positions on the map as there is no information about the exact locations of breakpoints, these markers are nevertheless located on the same chromosome. A total of 65 such blocks, which do not show an inter-chromosomal insertion, were found in B. terrestris and these account for 21.09% (431.76 cM) of the whole map length (Table 3, Additional file 5). The highest proportion of such homologous regions was found on the two LGs B05 and B14 with 50.63% and 45.89%, respectively, whereas the two LGs B07 and B13 with 0 and 6.31%, respectively, showed the lowest proportion: the mean proportion is 24.59% (Table 3).
Taking into account the syntenic and homologous rearranged proportions, a total of 35.9% of the whole map length is conserved between A. mellifera and B. terrestris. With more than 60% the LGs B02 (73.99%), B14 (68.24%), and B05 (65.07%) exhibit the highest degree of conservation, whereas the lowest degree was observed in LGs B07 (0.3%), B03 (16.38%) and B15 (17.79%) (Table 3): the mean percentage of conservation was 42.19%. Accordingly, a high percentage of the A. mellifera LGs are homologous but rearranged if compared to those of B. terrestris (Figure 1, 2, 3, 4, 5, 6, 7).
Inter-chromosomal (reciprocal) translocations of larger regions only occurred in five composite chromosomes (see above). Small interchromosomal translocations (a single or double marker insertion) were only observed in 21 cases. Those markers were homologous to A. mellifera LGs except for 2, 9, 11, 13, 14 and 15 which had been "inserted" into B. terrestris LGs except in LG B02, B08 and B12 (Table 3, Additional file 2).
Discussion
We here present a second-generation linkage map of the bumblebee B. terrestris (Additional file 3). With 18 linkage groups spanning a total of 2'047.09 cM (Table 1) it matches the known number of the haploid chromosomal set (n = 18) [39]. Compared to the previous core linkage map (BBM1, [17]) both the number of LGs (n = 21) and the total map length (2'221.8 cM) are considerably smaller. The shorter map length is a result of a different mapping algorithm compared to that of ref. [17] which used a maximum likelihood algorithm (Mapmaker [48]). The Mapmaker procedure per se assumes no crossover interference causing map inflation whereas the regression algorithm (JoinMap4 [43,49]) used in this study does account for interference hence producing much shorter maps although both algorithms use Kosambi's mapping function [26,49-52]. Since cross-over interference is common in the honeybee and other higher organisms [e.g. [23,53,54]] it seems prudent to consider this mechanism for establishing the bumblebee map. This highlights the importance of choosing a appropriate mapping algorithm to generate comparable and more precise genetic maps. Although several markers showed segregation distortion, those markers were not excluded, since the algorithm (G2-statistics for independence) of JoinMap is not affected by segregation distortion [43]. In some case, the Segregation Distortion (meiotic drive) likely is caused by genotype gaps. But it can also have a biological background such as asymmetry of the meiosis (driving allele ends up in the ovocyte instead of in the polar bodies with a probability greater than one half) or can involve gamete destruction (post-meiotic mechanism, e.g. by a selfish segregation distorter genes as found in Drosophila, mouse and Tribolium). However, our data don't support further assumptions, since the distorted markers are distributed across almost all chromosomes (table 1) without showing a distinct pattern (Additional file 2).
The present 1'902.21 cM map (sizes not corrected for missing chromosome ends) contains 516 markers with an average distance of 4.02 cM between markers. By reanalyzing the original data set used to create the core linkage map [17], we found that the map size was increased only by 16.6% (271.21 cM) by including 277 additional markers (map sizes not corrected for missing chromosome ends). The genome coverage (92.92%) is much higher than the previous map's 81% [17]. 99.99% of the genome is located within a distance of 17.6 cM to a marker. The current map is thus nearly saturated and thus a valuable tool for further QTL mapping studies [2,3].
The two prior estimates for physical genome size were both based on flow cytometry and muscle cells, but differed substantially. Ref. [16] estimated a genome size of 274 Mb whereas ref. [17] reported an estimate of 625 Mb. The staining method used by [16] is typically biased towards the AT content of the genome [55-58] and hence may have lead to underestimating the genome size of B. terrestris because the 61% AT content is only 6.3% less than that of A. mellifera [46]. By correcting for the AT bias the B. terrestris genome size is estimated to be 433 Mb, very similar to the estimate of 426.41 Mb in this study derived from the relation of the measured genetic and known physical distance between two neighboring markers. Theses concurring measurements lead us to the conclusion that the genome size reported by ref. [17] was overestimated. There is a further estimate of about 250 Mb based on preliminary data for the B. terrestris genome assembly (Baylor College of Medicine Human Genome Sequencing Center, unpublished), but this need to be verified.
Given a physical genome size of 430 Mb, the estimated recombination density of 4.76 cM/Mb for B. terrestris is slightly higher than the 4.42 cM/Mb previously published [17]. Although this recombination rate is much less than that of the honeybee genome (15.7 cM/Mb [46]) it is still a high value compared to other eukaryotic organisms (Vertebrata 1.37 cM/Mb, Insecta excl. Hymenoptera 2.69 cM/Mb, [46,59]). This supports the idea that a high genomic recombination rate may be positively correlated with other genomic traits such as AT content, as shown for several organism groups with the exception of mammals [46]. Alternatively, a high recombination rate might have evolved due to sex-restricted recombination (e.g. haplo-diploid Hymenoptera) or may be related to sociality in insects as such [59]. Social Hymenoptera show a higher recombination rate (mean 10.27 cM/Mb, n = 4) than non-social parasitoid Hymenoptera (mean 3.99 cM/Mb, n = 4) [46,59]. Depending on the B. terrestris genome size in the final genome assembly, the recombination rate in the bumblebee might be significantly higher than estimated here. Based on a preliminary value of 250 Mb a very high genome wide recombination rate of 8.19 cM/Mb is calculated making the relationships discussed above even more clear. However, the sample size for data on genomes from different taxonomic groups is still low, therefore a robust conclusion is not yet possible.
Using sequence similarities, it was possible to unambiguously match 15 linkage groups between B. terrestris and A. mellifera, of which five were composites consisting of partial homologous to two A. mellifera LGs (Table 2). A high proportion (21%) of the genome showed homology in terms of markers present on the homologous LG, and 14.81% were identified as synteny blocks, segments with preserved marker order without disruption by rearrangements [60,61]. The genomic homology is most striking at the level of individual LGs. More than 40% of LG B02 and B13 are syntenic. If synteny and rearranged blocks are added, on average a total of 42.19% of a LG is conserved. Three LGs even show a conservation of more than 65% (Table 3).
This homology and synteny can be used to refer to previously mapped quantitative trait loci (QTLs) or genes in the honeybee (as shown above, Additional file 1). These loci may now serve as target candidate regions for the same traits in the bumblebee; hence, the map we present here can be a valuable tool for cross-species genetic mapping. For example the thelytoky locus of A. mellifera [62] is located on chromosome nr. 13, at 39 cM between the syntenic marker pair SSR_Apis_a124 (11.4 cM) and SSR_0083_47g5 (51.66 cM) (Figure 7, Additional file 2, 4). In B. terrestris this pair is located on LG B13 (88.2 cM and 74.8 cM, respectively). It is thus conceivable that the corresponding gene is located between the same markers in B. terrestris.
A biologically important element is the sex locus (csd gene [63]), which is located on A. mellifera chromosome nr. 3, at 243.95 cM. In the present new map there is unfortunately no syntenic marker pair surrounding this locus. The neighboring homologous markers are located on Bombus LG B04 and B06, whereas the remaining part of the chromosome is mostly homologous to LG B03 (Figure 1, 2, 3, Additional file 2, 4, 5). While this locus has already been mapped directly in B. terrestris too [16], it cannot be homologized with the honeybee, as the sex locus was linked only to RAPD markers. Hence, there is no unambiguous information for the location of the corresponding sex locus csd in B. terrestris. Its identification may require information on the whole genome sequence of the bumblebee [64-66].
Comparisons of genome architecture can provide insights into genome and chromosome evolution [65,67,68]. As we have shown, there is a high degree of homology between the genomes of B. terrestris and A. mellifera. On the other hand the divergence time between the bumblebees (tribe Bombini) and the honeybees (tribe Apini) has been roughly estimated based on fossil records and several phylogenetic or molecular systematic studies [69-74]. From this data, Bombini and Meliponini are considered to be sister groups, with the split of the Bombini (plus the Meliponini) and the Apini to have occurred 125 - 80 million years ago (mya) (mean ~ 100 mya), coinciding with the Angiosperm radiation [75,76]. The genera Bombus and Apis are considered to have radiated much later into today's species diversity [71,72]. Despite an independent evolution of about 100 million years, large parts of the genome and even almost entire chromosomes are relatively conserved.
Other comparative genomic studies have revealed various degrees of conservation between genomes of species with different divergence times. In the genus Drosophila (age ~ 40 mya), for example extensive gene shuffling within the homologous chromosome arms between even moderately diverged genomes such as D. melanogaster and D. erecta (divergence ~ 10 mya [77]) is observed. The conservation of the genetic architecture between D. melanogaster and Rhagoletis pomonella (Diptera, Tephritidae) (divergence ~ 50-55 mya) was high in chromosomes X and 3, respectively, whereas D. melanogaster chromosome 2 is composed of regions homologous to all five R. pomonella LGs with many inter-chromosomal rearrangements [37]. In mammalian genomes, extensive shuffling of chromosomal regions between species (e.g. human, elephant, horse, hedgehog, cattle, cat, mouse) of phylogenetically different lineages, which split about 90 mya has been reported too [36,64,78-83]. Even within short evolutionary times (<40 mya) extensive genome reorganizations have been reported among the anthropoid Primates [84]. These exceed the differences between bumblebees and honeybees by far, although insects usually have much shorter generation lengths. Clearly many more rearrangements, both intra- and inter-chromosomal, have occurred among genomes of taxa with a similar divergence time as between B. terrestris and A. mellifera.
In light of these other studies, the large degree of homology between B. terrestris and A. mellifera is rather surprising. In fact, similar levels of homology as observed here are typical for very closely related species, such as mouse and rat (divergence 16 mya [64]) or with the example of the conserved marker order in chromosomes 3 and 12 of Apis mellifera and A. florea [85], which split 20-25 mya [71]. The high level of homology is furthermore surprising in light of the high genome-wide recombination rate of both bee species, which clearly exceed the average recombination rate in insects or vertebrates [46,59].
Our findings suggest a very slow rate of genome and chromosomal evolution in these two bee species. This supports the previous conclusions that the honeybee genome evolved more slowly than that of the fruitfly or Anopheles mosquitoes [20]. Our new data and the conservation of marker order between two Apis species [85], suggests that the genome and chromosome evolution might be slow in the whole family Apinae.
Reasons for such a slow evolutionary rate at the genome level remain elusive. The relative lack of retrotransposons in A. mellifera [20] or the high density of simple-sequence-repeats (SSR, microsatellites) might be important factors. Sociality, which occurs in all four Apinae tribes, or haplodiploidy could also favor a slow genome evolution or vice versa. With the advance of next generation sequencing, it will clearly be only a matter of time until the whole genome sequence of Bombus terrestris and other bee species will be available. This will then allow us to conduct a comprehensive genomic comparison to unravel the ultimate evolutionary causes of the high genome conservation in social bees.
Conclusions
This report describes the construction of the first saturated linkage map for Bombus terrestris with 516 mapped markers. The genome coverage is ~93%. Based on homologies of microsatellite flanking sequences to the genome of Apis mellifera it was possible to match 15 linkage groups. A genome comparison revealed that about 15% of the genome is organized in syntenic blocks and 21% in rearranged regions on the same homologized linkage group. Inter-chromosomal rearrangements are less frequent. This high conservation of the genetic architecture is unexpected since both bee species exhibit a very high recombination rate and a long divergence time. This map will be an essential tool for QTL mapping, with the high degree of homology potentially allowing for cross species mapping in B. terrestris and A. mellifera.
Methods
Mapping population & DNA extraction
A B. terrestris colony (BBM-1) was established as a phase-known mapping population with 577 male individuals [17]. It originated from a mated and hibernated queen from a wild catch in northwestern Switzerland. We used the same specimens (males) from this colony for this mapping study as well. DNA from the bumblebee individuals was extracted using the DNeasy Blood & Tissue Kit (QIAGEN) following the manual.
Genetic markers, PCR, genotyping
End sequencing of a BAC-library [19] was carried out according to [86] and a screen for 1-5 bp simple sequence repeats (SSRs, microsatellites) was done using MISA [87]. Complete sequences containing the SSRs were checked against each other and already existing SSRs [12-15] for redundancy, employing a local BLAST search in BioEdit [88] or using the MAFFT alignment algorithm [89]. Primer pairs were designed with BatchPrimer3 [90], Primer3Plus [91] or manually for the resulting unique SSR loci. PCR was carried out at 50°C, 55°C and 60°C using a TGradient thermocycler (Biometra) to optimize reaction conditions. Standard PCR reactions were performed in a total volume of 15 μL (~10 ng DNA, 0.25 μL of each primer (10 μM), 2.25 μL of 10x reaction buffer (160 mM (NH4)2SO4, 670 mM Tris-HCl, 15 mM MgCl2, 0.1% Tween 20), 0.13 μM of a mix of each dNTP (10 mM) and 0.3 U Taq polymerase (GeneCraft), 3 min at 94°C, 37 cycles of 45 s at 94°C, 45 s at 50-60°C and 45 s at 72°C, 3 min at 72°C). The PCR products were visualized on a 2% agarose gel stained with ethidium bromide and successfully amplifying loci were then checked for polymorphism in B. terrestris by performing a standard PCR containing a DNA pool from 11 B. terrestris queens or females (species identity was confirmed according to [92]) from Estonia (Tartu), France (Arles, Normandy), Hungary (Debrecen), Ireland (Belfast), Sweden (Tovetorp), Belgium (Zemst), Norway (Kalvøya), Austria (Vienna), laboratory colony (Koppert) and Germany (Halle) (5 ng each). The PCR products were run on a QIAxcel automatic capillary electrophoresis (QIAxcel DNA High Resolution Kit) and analyzed using the QIAxcel BioCalculator software (QIAGEN).
For a subset of polymorphic loci as well as the 123 microsatellite loci for B. terrestris recently published by ref. [15] fluorescent labeled primers (FAM, HEX or TET, Metabion) were used in multiplex standard PCR reactions (containing three primer pairs with a different fluorescent label and 20 ng of a DNA pool from 10 males) to detect informative (dimorphic) loci in the mapping population. The PCR products were run on a MegaBace capillary sequencer and analyzed using the FragmentProfiler software. Additional loci were tested with unlabelled primer pairs in single locus PCR containing also 20 ng of a DNA pool from 10 males of the mapping population and PCR products were run and analyzed on the QIAxcel system (see above).
The genotyping of 288 to 384 males from the mapping population was performed in multiplex PCRs with 2 - 10 primer pairs depending on fragment size and fluorescent label. Multiplex PCRs with fluorescent labeled primer pairs were conducted using PCR Master Mix (Promega) and then run and analyzed on the MegaBace system (see above). Multiplex PCR's with unlabeled primer pairs were conducted using the standard PCR procedure (see above) and were run on the QIAxcel system (see above).
Worker-produced males were already detected and excluded by [17]. However, two more individuals with paternal alleles were detected and excluded from further analysis.
Preliminary information for an additional estimate of the genome size was obtained from Baylor College of Medicine Human Genome Sequencing Center (http://www.hgsc.bcm.tmc.edu).
Genotype analysis & map construction
For analysis of the genotypes the software JoinMap 4.0 [43] was used. The segregation was tested against the normal Mendelian expectation ration using a Chi2 test in order to detect Segregation Distortion. The software first detects linkage groups (LGs) based on the independence LOD (larger than 5) calculated for the recombination frequencies and the linkage phase is automatically determined using pairs with a LOD larger than 5. The mapping was done phase-unknown using marker pair LOD scores of 5 or higher. Ref. [17] confirmed that in this system prior knowledge of linkage phase is not necessary for accurate genetic mapping (no difference between phase-known and phase-unknown mapping). Furthermore, the phase for some loci on each LG is known from [17], so the correct phase of each marker could be established. Then, for each LG, marker order and genetic distance were inferred by regression mapping using Kosambi's mapping function [50] to account for crossover interference. Three rounds were performed, using linkages with a recombination frequency smaller than 0.40 and a LOD larger than 1.0. After adding a single locus a "ripple" (test for all possible 3-point orders of consecutive markers to obtain the most likely order for every marker) was performed using linkage information from up to 10 neighboring markers to verify that the marker order found in previous analyses was correct. Maps were printed with the MapChart 2.2 software [93].
Homology of SSR loci
Using the available sequencing information for each mapped SSR (whole clone sequence containing the microsatellite, 337 to 961 bp) we performed a cross-species MegaBlast or alternatively BlastN search against the Apis mellifera genome (NCBI, Amel 4.0). Unique Blast hits with a homologous sequence larger than 30 bp, a score higher than 45 or a maximal identity of higher than 67% were used (two exceptions were made, where one of the characteristics had fallen below one of the thresholds). By plotting the genetic map [23] onto the physical map [94,20], the genetic position on the respective A. mellifera linkage group could be estimated from the physical sequence homology (Blast hit). Next, individual maps for each linkage group of B. terrestris were plotted, only containing the homologous markers. Similarly all A. mellifera LGs were plotted again only using the homologous markers from the A. mellifera map. Both genomes were then compared side by side in MapChart2.2 [93].
Authors' contributions
ES carried out most of the experimental and conceptional work, microsatellite development, primer design and testing, genotyping and data analysis, map construction and drafting the manuscript. LW, RS and PS carried out the testing and genotyping of the A. mellifera primers, screened BAC sequences for microsatellites and provided original data and the mapping population from [17]. RR and MK carried out the BAC library end sequencing. RFAM was responsible for project conception, contributed drafting the manuscript and participated together with PS, RS and LW in design and coordination. All authors read and approved the final manuscript.
Supplementary Material
Contributor Information
Eckart Stolle, Email: eckart.stolle@zoologie.uni-halle.de.
Lena Wilfert, Email: lb445@cam.ac.uk.
Regula Schmid-Hempel, Email: rsh@env.ethz.ch.
Paul Schmid-Hempel, Email: psh@env.ethz.ch.
Michael Kube, Email: kube@molgen.mpg.de.
Richard Reinhardt, Email: rr@molgen.mpg.de.
Robin FA Moritz, Email: robin.moritz@zoologie.uni-halle.de.
Acknowledgements
We thank Petra Leibe, Denise Kleber, Wanrong Zhou Bourke, Sandra Hangartner und Undine Zippler for technical assistance, Michel Solignac for providing many Apis-Primer, Alfred Beck for preparing the GenBank submissions, Ben Sadd for bioinformatic advice, Villu Soon, Keresztes Gabor, Robert Paxton, Julia Stige, Jorgen Ravoet, Øistein Berg, Joseph Guedelph, Patrick Lhomme and Stephan Wolf for providing bumblebee samples, Gene Robinson, Kim Worley and Michael Lattorff for useful discussions. Preliminary sequence data was obtained from Baylor College of Medicine Human Genome Sequencing Center website at http://www.hgsc.bcm.tmc.edu [Funding was provided by the National Human Genome Research Institute, National Institutes of Health, U54 HG003273 (Richard Gibbs, PI)]. For financial support we thank the Max-Planck-Society (RR) and the German Science Foundation DFG (RFAM & ES).
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