- Research article
- Open Access
Genetic analyses place most Spanish isolates of Beauveria bassiana in a molecular group with word-wide distribution
- Inmaculada Garrido-Jurado1, 3,
- Marcela Márquez^2, 3,
- Almudena Ortiz-Urquiza1,
- Cándido Santiago-Álvarez1,
- Enrique A Iturriaga2,
- Enrique Quesada-Moraga1,
- Enrique Monte3Email author and
- Rosa Hermosa3
© Garrido-Jurado et al; licensee BioMed Central Ltd. 2011
- Received: 26 October 2010
- Accepted: 26 April 2011
- Published: 26 April 2011
The entomopathogenic anamorphic fungus Beauveria bassiana is currently used as a biocontrol agent (BCA) of insects. Fifty-seven Beauveria bassiana isolates -53 from Spain- were characterized, integrating group I intron insertion patterns at the 3'-end of the nuclear large subunit ribosomal gene (LSU rDNA) and elongation factor 1-alpha (EF1-α) phylogenetic information, in order to assess the genetic structure and diversity of this Spanish collection of B. bassiana.
Group I intron genotype analysis was based on the four highly conserved insertion sites of the LSU (Ec2653, Ec2449, Ec2066, Ec1921). Of the 16 possible combinations/genotypes, only four were detected, two of which were predominant, containing 44 and 9 members out of 57 isolates, respectively. Interestingly, the members of the latter two genotypes showed unique differences in their growth temperatures. In follow, EF1-α phylogeny served to classify most of the strains in the B. bassiana s.s. (sensu stricto) group and separate them into 5 molecular subgroups, all of which contained a group I intron belonging to the IC1 subtype at the Ec1921 position. A number of parameters such as thermal growth or origin (host, geographic location and climatic conditions) were also examined but in general no association could be found.
Most Spanish B. bassiana isolates (77.2%) are grouped into a major phylogenetic subgroup with word-wide distribution. However, high phylogenetic diversity was also detected among Spanish isolates from close geographic zones with low climatic variation. In general, no correlation was observed between the molecular distribution and geographic origin or climatic characteristics where the Spanish B. bassiana isolates were sampled.
- Entomopathogenic fungi
- LSU rDNA group I introns
- Translation elongation factor gene
- Thermal growth
The anamorphic fungus Beauveria bassiana (Bals.) Vuill. (teleomorph: Cordyceps bassiana) is the most widely used mycopesticide for the biological control of insect pests [1, 2], formulations based on this fungus being available for commercial use . However, there are still many unresolved questions in our understanding of the life of fungal entomopathogens, including their population characteristics and relationships between genotypes and habitats or host-pathogen interactions . For predictable and successful application of biological control agents (BCAs) to control diseases and pests in natural environments, their biology and ecology must be well understood [5–7].
The morphological features of conidia are common tools for identification in Beauveria. Morphological and molecular studies have shown that the broad patterns of diversity in Beauveria have been accurately predicted in previous morphological studies. However, they have also shown that these approaches are insufficient to investigate species such as B. bassiana . Molecular data applied to taxonomic investigations have demonstrated that B. bassiana is a species complex with several cryptic species and have corroborated their link to Cordyceps teleomorphs [8–12]. In this sense, phylogenetic studies based on nuclear ITS and elongation factor 1-alpha (EF1-α) sequences have demonstrated the monophyly of Beauveria and the existence of at least two lineages within B. bassiana s.l. (sensu lato), and also that EF1-α sequences provide adequate information for the inference of relationships in this genus . Studies on the genetic variability of BCAs such as B. bassiana are crucial for the development of molecular tools for their monitoring in the natural environment .
Minisatellite loci , random amplified polymorphism DNA (RAPD) , universally primed (UP) PCR , amplified fragment length polymorphism (AFLP) , isoenzyme analyses , or combinations of these methods  have provided useful polymorphisms to access genetic diversity among B. bassiana isolates.
Although some molecular studies have correlated B. bassiana genetic groups and host affiliation [9, 19], more recent evidence indicates that this is not the case since B. bassiana contains generalist enthomopathogens with no particular phylogenetic association with their insect host [7, 18], environmental factors being the prime selective forces for genotypic evolution in B. bassiana . In this sense, several studies have demonstrated the association between B. bassiana genetic groups and Canadian , Brazilian  and world-wide  climatic zones.
Entomopathogenic species displayed a high degree of variability-mainly attributed to the presence of group I introns- at specific sites of the coding regions of small and large subunits of nuclear ribosomal RNA genes (SSU rDNA and LSU rDNA). Group I introns in entomopathogenic fungi were initially reported in Beauveria brongniartii LSU genes . Work addressing the presence and usefulness of these non-coding elements has been reported for Beauveria. For example, Neuvéglise et al.  found 14 form variants of introns, differing in size and restriction patterns, at four different LSU positions from among a panel of 47 isolates of B. brongniartii, two of B. bassiana, and one of Metarhizium anisopliae from several geographic origins. Coates et al.  found 12 intron forms in the SSU from 35 Beauveria isolates. Wang et al.  analyzed the presence of group I introns in the four LSU insertion positions, designated Bb1 (also known as Ec2563), Bb2 (Ec2449), Bb3 (Ec2066) and Bb4 (Ec1921), and distributed a collection of 125 B. bassiana isolates in 13 different genotypes. In that study, their sequence analyses confirmed that the introns were invariably inserted in specific target sequences, and a strong correlation between specific insertion sites and intron subgroups was also observed. In addition, the features and behaviour of these group I intron were also detected in related genera such as Cordyceps  and Metarhizium .
The present study was undertaken to investigate the genetic variability existing in a collection of 53 Spanish isolates of B. bassiana, obtained from different substrates or insect hosts, and 4 isolates from other European countries. The insertion patterns of group I introns at the 3'-end of the LSU rDNA genes and EF1-α phylogenetic distribution were integrated in order to explore any possible correlation between genetic groups and geographical/climate origin, and habitat or insect host.
Analysis of group I introns in 3' LSU rDNA
Information concerning the Beauveria bassiana isolates analyzed in this study.
Dociostaurus maroccanus (Orthoptera)
Chortipus bicolor (Orthoptera)
Calliptamus italicus (Orthoptera)
D. maroccanus (Orthoptera)
D. maroccanus (Orthoptera)
D. maroccanus (Orthoptera)
Thaumetopea pytiocampa (Lepidoptera)
Timaspis papaveris (Hymenoptera)
B. bassiana 1333
Bactrocera oleae (Diptera)
B. bassiana 3395
No data available
Genotypes derived from the presence/absence of introns in LSU rDNA genes for 57 Beauveria bassiana isolates and types of intron sequences.
Bb2-5, Bb32-33, Bb35, Bb45, Bb48-49
Bb1, Bb6-12, Bb14-17, Bb20-21, Bb23-31,
Bb34, Bb36, Bb41-42, Bb44, Bb46-47,
Bb22, Bb37, Bb39-40, Bb43
Bb19, Bb50, Bb57
The presence/absence of introns at the 3'-end of the nuclear LSU rDNA of the 57 isolates analyzed allowed their distribution in the following genotypes: A1B2B3A4, B1A2B3A4, B1B2B3A4 and B1B2B3B4 (A = presence, B = absence; according to Wang et al. ). Insertion sites are numbered from 1 to 4, also following Wang's terminology : Ec2563 (position 1), Ec2449 (position 2), Ec2066 (position 3) and Ec1921 (position 4). These genotypes and their distribution frequencies are shown in Table 2. Three out of the 57 isolates had no introns; nine contained one, and forty-five had two introns. Fifty-four of 57 isolates showed an inserted intron at position 4, and 44 isolates at position 1, whereas only one isolate had an inserted intron at position 2. None of the 57 isolates had introns at the 3 insertion site.
There was a significant correlation between belonging to an intron genotype and the mean of the optimal (F1,84: 57.20°C; P < 0.001) and highest (F1,84: 27.39°C; P < 0.001) growth temperatures, which were significantly lower in the genotype B1B2B3A4, with Topt and Tmax values of 24.3 and 33.9°C, respectively, than those obtained for A1B2B3A4, with Topt of 26.7 and Tmax 35.6°C (data not shown).
Two different intron sequence sizes, 427 or 443 bp in length, were detected at position 4 within the 54 Beauveria isolates that bore an insertion at this site, allowing the distribution of the isolates into two sub-genotypes (Table 2). Three of these 54 isolates had a sequence of 427 bp, showing 100% identity with the 4-position intron sequence reported for B. bassiana Bb232 . In 51 of the B. bassiana isolates, the inserted sequence length at this position was 443 bp, and four variants with few nucleotide differences were observed after alignment of these sequences, showing identity values of 98 to 100% with another sequence detected at the same position in B. bassiana Bb726 .
The intron sequence inserted at position 2 was only detected for Bb51, an isolate obtained in Santander (North Spain), and was 502 bp long. This intron shared 99 and 98% identity with two sequences previously detected at the same position in the LSU of B. bassiana isolates 178 and 1121 [24, 25]. A 387-bp intron was identified in 44 isolates at position 1. Alignment of these sequences revealed that the 387-bp sequence was conserved in the 44 B. bassiana isolates, where this intron was observed, and this sequence had identity values of 98% with the previously described sequence of B. bassiana ECBL16 .
The seven different B. bassiana intron sequences exhibited the typical characteristics of group I and no ORFs were detected. These intron sequences from B. bassiana were compared with other fungal intron sequences available in databases for their placement in previously reported subgroups . The introns inserted at positions 2 and 4 were placed in the IC1 subgroup (one of the 15 subgroups, based on their secondary structure, described within the group I introns), and that inserted at position 1 was placed in the IE subgroup. As previously observed in group I introns [25–27], those inserted at the same site all belonged to the same subgroup. The intron sequences obtained in this work were compared with other B. bassiana intron sequences representing different subgroups to examine their polymorphisms (data not shown). Intron size and nucleotide identity differences were observed but P, Q, R and S motif elements, which are needed for the formation of the secondary structure of group I introns , were highly conserved among the introns inserted at the same site, particularly for position 1. The highest polymorphism was observed in introns inserted at 2, the P1-P3 helices being the source of this variation, and at 4, in the P5, P6 and P8 helices.
EF1-α gene analysis
Integration of intron insertion patterns and EF1-α phylogenetic distribution
In order to assess the phylogenic distribution of the different intron configuration types, they were mapped on the EF1-α tree (Figure 2). All 53 B. bassiana s.s. isolates showed an intron IC1 inserted at position 4. However, the IE intron inserted at position 1 was only present in the 10 isolates from subgroup Eu-7 and 33 out of 39 isolates from subgroup Wd-2. In particular, this subgroup included most of the Spanish isolates of B. bassiana forming an EF1-α phylogenetic group with isolates 681 from Romania and 792 from the USA  but displaying two different intron insertion models. Bb51 showed a unique intron insertion pattern, with an IC1 intron at position 2, and located separately in the Eu-9 subgroup. No introns were detected at any position in the three B. cf. bassiana isolates from clade C.
No correlation between EF1-α phylogenetic groups and insect host was observed. Although Eu-7 subgroup did not included isolates of insect origin, the Wd-2 subgroup grouped isolates collected from Diptera, Hymenoptera, Lepidoptera and Orthoptera. Moreover, Wd-2 isolates from Orthoptera displayed different intron insertion models (i.e., Bb37, Bb39 and Bb40, and Bb42).
Forty-nine Spanish and one Portuguese isolates of B. bassiana s.s. were collected from subtropical Mediterranean climate zones and were distributed in the Eu-7, Eu-3, Wd-2 and Eu-8 subgroups. Two Spanish isolates, Bb52 and Bb53, were collected from continental climate locations and were placed within subgroups Eu-7 and Wd-2, respectively. The only B. bassiana s.s. isolate from a humid oceanic climate included in this work, Bb51 from Santander, displayed a characteristic intron insertion model and formed the EF1-α subgroup Eu-9. In addition, Bb51 produced smaller conidia than the rest of B. bassiana isolates, this morphological feature being statistically significant (data not shown). Nevertheless, other isolate from the same climatic zone, Bb50, was grouped with other European isolates in B. cf. bassiana clade C.
In the present study, we have identified different B. bassiana genotypes and phylogenetic subgroups in a collection of 57 isolates of this fungus, based on intron insertion patterns and EF1-α phylogenies, respectively.
The variability in group I introns from rDNA genes has been used as a molecular tool for the identification of polymorphisms in entomopathogenic fungi [23, 30, 31]. Our study of B. bassiana LSU rDNA identified 99 introns among the 57 isolates analyzed. Four specific sites of intron insertion have been described previously in Beauveria species [23, 25], but in our collection introns were only detected at positions 1, 2 or 4.
Particularly, our study shows that 100% of B. bassiana s.s. isolates had an intron inserted at position 4. This position was also preferential for intron insertion (84.4%) in a population of 125 B. bassiana isolates . The number of introns found in the 57 isolates was in agreement with the 199 introns detected in 125 B. bassiana isolates by Wang et al. ; the 44 introns detected in 26 M. anisopliae isolates by Márquez et al. , and the 69 introns found in 28 representative members of the genus Cordyceps by Nikoh and Fukatsu . However, only four intron insertion patterns were present in our B. bassiana collection while greater variability was found in other studies: 13, 7 and 9 insertion patterns within 125 B. bassiana , 26 M. anisopliae  and 47 B. brongniartii  isolates, respectively.
The MP tree based on intron sequences shows that they were distributed in four large groups, with bootstrap values of 100%, corresponding to four insertion positions (Figure 1). As could be expected [25, 28], the introns inserted at the same site always belonged to the same subgroup: IC1 at positions 2 and 4, and IE at position 1. Although the origin and transmission mechanisms of group I introns have generated controversy , this distribution of sequences is in agreement with previously reported observations  and means that introns inserted at the same position have a monophyletic origin and are transmitted vertically. In subsequent events intron speciation and diversification take place as occurs at position 4, where B. bassiana introns are separated from Metarhizium and Cordyceps introns, and two B. bassiana IC1 sequence sizes were located in two different sub-clades, supported by high bootstrap values.
Rehner and Buckley's study  based on EF1-α and ITS phylogenies has revealed that i) six clades can be resolved within Beauveria (A-F) and, excepting those corresponding to B. bassiana (A and C), they are closely to species previously described on the basis of their morphology, and ii) B. bassiana s.s. (A) was determined almost entirely from nucleotide variation at EF1-α. Further phylogenetic studies carried out with nuclear and/or mitochondrial DNA regions of B. bassiana from all continents have served to resolve lineage diversity within this species [7, 12, 18, 21]. Since phylogenetic species by continent and in the order of their discovery have been designated previously , we followed this nomenclature to refer the new phylogenetic subgroups identified among the Spanish B. bassiana s.s. isolates as Eu-7, Eu-8 and Eu-9. The results obtained from MP analyses (Figure 2), using a 1.1 kb fragment of the EF1-α gene from 56 isolates from our collection, confirmed that 53 isolates were B. bassiana s.s. (A), and three isolates grouped in three different phylogenetic subgroups within B. cf. bassiana (C). As in a previous study , the collection of Spanish isolates of B. bassiana s.s. was separated in five phylogenetic subgroups. However, only isolate Bb38, sampled from insects, was grouped with one (Eu-3) of the five phylogenetic species proposed by those authors working with a Danish collection of B. bassiana s.s. , including insect isolates only. Interestingly, three phylogenetic subgroups (Eu-7, Eu-8 and Eu-9) were only formed by isolates from Spanish and Portuguese isolates. However, most of the isolates in our collection (39 out of 56) were grouped with isolates from Romania and the USA in the world-wide phylogenetic subgroup Wd-2, which includes isolates from Europe, Africa and North America .
When the different intron insertion patterns were mapped on the B. bassiana EF1-α phylogeny (Figure 2), the existence of a same intron genotype in a given phylogenetic subgroup could be indicative of its clonal origin as it is the case of Eu-7 and Eu-8. Previous studies have shown that Eu-3, where Bb38 is located, is a clonal group . Isolate Bb51 was the only member of Eu-9 and the separated phylogenetic grouping of this isolate is supported by a characteristic intron insertion pattern and the production of statistically significant smaller conidia than those from any other intron genotype (data not shown). The two different intron genotypes observed among the isolates from the complex phylogenetic subgroup Wd-2, may indicate that homologous recombination is involved in the IE intron loss at position 1. Previous studies have shown frequent intron losses of group I introns in the nuclear rDNAs of Cordyceps . Recently, a low frequency of sexual reproduction was observed in Eu-1 ; this could also be the case of Wd-2 where the absence of an IE intron at position 1 was only observed in 6 out of 39 isolates of this phylogenetic subgroup.
The genetic diversity of Spanish B. bassiana s.s. isolates was compared in relation to their hosts and geographical provenance and according to the latter view , no general correlation can be observed between the molecular variability among isolates and host and/or geographical origin. Although most of the isolates in our study were collected from soil, 8 out of 9 isolates from insects were grouped together in the subgroup Wd-2 although they derived from different insect orders. Phylogenetic subgroups only indicated a tenuous dependence upon geographic origin (i.e., Bb2-5 located in Eu-7 or Bb23-26 and Bb29-31 located in Wd-2). A recent phylogeographic report  has provided evidence that the genetic distance of Brazilian B. bassiana isolates correlates with geographical distance, suggesting that according to Rehner's study  allopatry plays an important role in the phylogenetic diversification of B. bassiana. The authors of another recent study  concluded that multiple phylogenetic species of B. bassiana s.s. co-exist in sympatry within the limited natural habitat of a bordering hedgerow. We observed that isolates sampled in close locations were placed in different phylogenetic subgroups (i.e., Bb35 and Bb36, from Cádiz, belong to Eu-7 and Wd-2, respectively; and Bb38, and Bb39-40 and Bb42, from Badajoz, group within Eu-3 and Wd-2, respectively, Bb39-40 and Bb42 having different intron genotypes). According to Meyling's study , the high phylogenetic diversity of the Spanish isolates of B. bassiana s.s. could be explained by the untilled habitats where most of them were sampled (i.e., olive, oak, pine, meadow or scrubland).
Previous studies have suggested that the saprophytic phase of entomopathogenic fungi exerts evolutionary pressure on the genotype and that adaptation to a habitat type is associated with their environmental preferences . Recent studies have also pointed out the importance of climatic conditions in the prevalence and distribution of B. bassiana genotypes . Our study was carried out on 51 isolates from subtropical Mediterranean climate locations that were distributed within the phylogenetic subgroups Eu-3, Eu-7, Eu-8, Wd-2 and clade C; 4 isolates were from continental climate sites and grouped in Eu-7, Wd-2 and clade C; and 2 isolates came from a humid oceanic climate zone, being located in Eu-9 and clade C. Interestingly, the only B. bassiana s.s. from a humid oceanic climate was the singular isolate Bb51. The fact that isolates from Mediterranean or continental climates overlapped in different phylogenetic subgroups, could be due to lower differences among the abiotic conditions existing in Spain, a country covering far smaller geographical surface and with much less variability than that considered in other Canadian, Brazilian or world-wide studies where phylogenetic species showed a better correlation with climate characteristics , biogeographic distribution  and habitat . In a thermal growth study  it was described that B. bassiana genetic groups from three different habitats in Canada were associated with temperature preferences. When we explored the thermal preferences within a set of Spanish B. bassiana s.s. isolates belonging to the two main intron genotypes (A1B2B3A4 and B1B2B3A4) and four phylogenetic EF1-α subgroups (data not shown), a correlation between intron genotypes and the mean optimal and maximum temperatures for growth was observed, both growth temperatures being significantly lower in the B1B2B3A4 genotype with respect to A1B2B3A4. However, no correlation was observed between thermal preferences and the climatic origin of the Spanish B. bassiana isolates.
Four intron genotypes, and five and three phylogenetic subgroups within B. bassiana s.s. and B. cf. bassiana (clade C) have been identified, respectively, in a collection of 57 B. bassiana isolates -53 from Spain. The highest polymorphism was observed in introns inserted at positions 2 and 4. All B. bassiana s.s. displayed an IC1 intron inserted at position 4. Integration of intron insertion patterns and EF1-α phylogenetic distribution served to demonstrate the monophyletic origin and vertical transmission of introns inserted at the same site. In subsequent events intron speciation and diversification take place as occurs at site 4, where B. bassiana introns are separated from Metarhizium and Cordyceps introns. No general correlation was observed between the molecular data and insect host, but a tenuous correlation was detected with the geographic origins. The high phylogenetic diversity of the Spanish isolates of B. bassiana s.s. could be due to the untilled habitats where most of them were sampled.
Fungal isolates and morphological studies
The 57 isolates of B. bassiana used in this study were selected from a Spanish collection of 960 records at the CRAF (Ciencias y Recursos Agrícolas y Forestales) Department of the University of Cordoba (Córdoba, Spain), representing different geographic origins, habitats/hosts and climates. Fifty-three Spanish isolates were studied, 51 of them being collected from subtropical Mediterranean climate zones -characterized by warm to hot, dry summers and mild to cool, wet winters- and 2 from a humid oceanic climate. Forty-five out of these 53 isolates were from soil, most of them from poorly tilled or untilled fields (i.e., olive, oak, pine or scrubland) and 8 were isolated from insects. Information about these isolates is provided in Table 1. All fungal isolates were derived from single conidial spores grown on Malt Extract Agar plates (MEA, Difco Becton Dickinson, Sparks, MD).
DNA extraction, PCR amplification, and sequencing
Two nuclear gene regions, LSU rDNA and EF1-α, were amplified, sequenced and analyzed. The 3'-end of the nuclear LSU rDNA cluster was also amplified with primers I29 (5'-CTGCCCAGTGCTCTGAATGTC-3')  and M1 (5'-GGTAAAACTAACCTGTCTCACG-3')  for the 57 isolates of Beauveria included in the study. The distribution of putative introns was investigated using the following combinations of previously described primers: I29-I38, I31-I32, I21-I22 and E23-M1 [25, 31]. A 1100 bp fragment spanning the 3' 2/3 of the EF1-α gene was amplified with primers tef1fw (5'-GTGAGCGTGGTATCACCA-3')  and 1750-R (5'-GACGCATGTCACGGACGGC-3') for all isolates, except Bb49. The oligonucleotide 1750-R was designed at the 3'-end of an alignment of Beauveria EF1-α genes obtained from databases. PCR was performed in a total volume of 50 μl containing 25 ng of genomic DNA and 0.20 μM concentrations of each of the above primers, using the Taq polymerase system (Biotools B&M Labs, Madrid, Spain) and following the manufacturer's instructions. The amplification program included an initial denaturing cycle of 1 min at 94°C, followed by 35 cycles of 1 min 30 s at 94°C, 2 min (for EF1-a) or 2 min 30 sec for (LSU rDNA) at 55 (for EF1-a) or 57°C (for LSU rDNA) and 3 min at 72°C, and a final extension step of 7 min at 72°C in a PCR System 9700 Genetic Thermal Cycler (Applied Biosystems, Foster City, CA). The PCR products were electrophoresed on 1% agarose gels buffered with 1 × TAE  and stained with ethidium bromide. A 100-bp ladder molecular weight standard (Roche Mannheim, Mannheim, Germany) was also used.
The PCR products were purified from agarose gels using the Geneclean II kit® system (Q-Biogene, Carlsbad, CA), following the manufacturer's protocol. DNA sequences were obtained using an automated ABI 377 Prism Sequencer (Applied Biosystems, Foster City, CA) with fluorescent terminators at the Department of Microbiology and Genetics of the University of Salamanca. All PCR products were sequenced in both directions, using amplification primers and internal primers when necessary.
The presence or absence of introns at the 3'-end of the nuclear LSU rDNA of each isolate was determined by detecting previously described target sequences . In order to compare the results obtained in this study with the B. bassiana genotypes based on previously reported intron insertion patterns in the LSU rDNA gene, Wang's terminology was used . The intron sequences detected in each insertion point were aligned with representative Beauveria sequences to examine their polymorphisms and to identify conserved motifs. Intron subgroups were determined by comparison with representative secondary structures from previous studies [25–27, 30].
Intron and EF1-α sequences were analyzed separately. Published sequences for isolates included within the genera Beauveria, Metarhizium and Cordyceps were retrieved from GenBank and included in the alignments. Alignments were generated using the MegAlign (DNASTAR package, 1989-92, London, UK) and the CLUSTALX 1.81 program . Phylogenetic analyses were carried out with the PAUP* version 4.0 b10 program. Gaps, encoded as missing data, and uninformative characters were excluded from the analyses. Most-parsimonious (MP) trees were obtained for intron and EF1-α data from heuristic searches using TBR branch-swapping , and all MP trees were summarized in a single tree in which all branch lengths equal to zero were collapsed by polytomies. An intron sequence of Naegleria sp. (AM167886) and the EF1-α gene of Cordyceps cf. scarabaeicola (AY531967) were used as outgroups in the analysis of intron and EF1-α sequences, respectively. A bootstrap full heuristic analysis consisting of 1000 replicates was performed, and a 50% majority rule tree was produced.
This manuscript is in memoriam of Marcela Márquez, deceased in the course of this research. This work has been funded by the Spanish Ministry of Education and Science, projects AGL2004-06322-C02-02/AGR and AGL2008-0512/AGR; and Junta de Castilla y León, project GR67.
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