Abstract
Neotropical cichlid fishes are one of the most diversified and evolutionarily successful species assemblages. Extremely similar forms and intraspecific polychromatism present challenges for the taxonomy of some of these groups. Several species complexes have a largely unknown origin and unresolved evolutionary processes. Dwarf cichlids of the genus Apistogramma, comprising more than a hundred species, exhibit intricate taxonomic and biogeographic patterns, with both allopatric and sympatric distributions. However, karyotype evolution and the role of chromosomal changes in Apistogramma are still unknown. In the present study, nine South American Apistogramma species were analyzed using conventional cytogenetic methods and the mapping of repetitive DNA sequences [18S rDNA, 5S rDNA, and (TTAGGG)n] by fluorescence in situ hybridization (FISH). Our results showed that Apistogramma has unique cytogenetic characteristics in relation to closely related groups, such as a reduced 2n and a large number of bi-armed chromosomes. Interspecific patterns revealed a scenario of remarkable karyotypic changes, including a reduction of 2n, the occurrence of B-chromosomes and evolutionary dynamic of rDNA tandem repeats. In addition to the well-known pre-zygotic reproductive isolation, the karyotype reorganization in the genus suggests that chromosomal changes could act as postzygotic barriers in areas where Apistogramma congeners overlap.
Keywords: Neotropical cichlids, dwarf species, repetitive DNAs, karyotype evolution, species flock, postzygotic isolation
1. Introduction
Cichlid fishes, representing one of the most impressive examples of adaptive radiation, are currently distributed in tropical America, Africa and Madagascar, and South Asia [1]. Of approximately 1700 species, 571 occur in the Neotropical region [2], where they constitute one of the most diversified groups [3].
Although factors that promoted the exceptional diversity of some Neotropical cichlid clades, represented by the subfamily Cichlinae, are still not completely known, dispersal and vicariance events [4,5], as well as the distinct ecological opportunities and rich species behavioral repertory [6], have been suggested as triggers for their biological diversification.
The biological diversification of Geophagini, the most diversified Cichlinae tribe with more than 300 species [7,8], is coupled with cryptic diversity, generally associated with complex chromosome evolution [9,10,11,12,13,14]. In this clade, species with significant diversity and small body size, the so-called “dwarf cichlids” [15], including the genus Apistogramma Regan (1913), are yet largely unexplored with regard to their chromosomes.
Members of Apistogramma, an extremely species-rich group, with 112 valid species [16] and a large number of species yet to be formally described [17], have a wide distribution throughout most of South America, specifically in the eastern part of the Andes [4]. Although distributed over vast areas, the species are generally restricted to small watersheds or endemic to a single river (e.g., [18,19,20]). Apistogramma species represent the smallest cichlids known, ranging from 2 to 8 cm in size [21,22], with a marked sexual dimorphism, where males are larger and exhibit more exuberant color patterns [18].
Due to its high endemism, sympatry levels, and species diversity, Apistogramma has several provisional taxonomic groups, whose phylogenetic relationships are largely uncertain [4,23]. Its morphological taxonomy is particularly difficult, based on many cases in cryptic differences and body color patterns [4,17]. Up to now, phylogenetic inferences based on nuclear and mitochondrial markers have identified four Apistogramma clades in three main morphological groups, namely the steindachneri, agassizii, and regani lineages [23], reinforcing the difficulties in using the morphospecies concept to establish evolutionary relationships.
Given the wide diversity and geographic overlap of Apistogramma species, cytogenetic analyses can help in understanding the evolutionary processes and present novel explanations for species integrity in sympatry scenarios. In fact, chromosomal rearrangements fixed in allo/parapatry can constitute more effective interspecific genetic barriers than those dependent exclusively on the accumulated changes in allele sets [24]. Accordingly, alterations in numbers and structure of chromosomes may abruptly change linkage groups, thus reducing recombination [25,26] and thereby protecting genomic regions from introgression and favoring speciation [27].
The diversity of Apistogramma species, taxonomic complexity, vast sympatry level, and the extreme anthropic vulnerability of some species [28,29] reinforce the need to understand their biological diversity, species limits and speciation processes. In this scenario, cytogenetic data may provide useful information for approaches to study their biodiversity [30]. Nevertheless, until now, the available cytogenetic characteristics are still incipient for Apistogramma, generally restricted to conventional karyology [31,32]. To fill this gap, here we present a detailed survey of chromosomal diversification and genomic organization in species of this genus. To ensure broad phylogenetic representation, nine representatives of different species complexes were analyzed using conventional (C-banding, Ag-NORs) and molecular methods, by fluorescence in situ hybridization (FISH) with 5S rDNA, 18S rDNA, and telomeric (TTAGGG)n probes. The obtained extensive chromosomal data showed a remarkable karyotype macrostructure diversification, indicating that chromosomal changes have played an important role in the evolutionary divergence of this exuberant Neotropical cichlid group.
2. Results
All Apistogramma species exhibited 2n = 46 chromosomes, except A. cacatuoides and A. elizabethae, which had 2n = 38 and 2n = 44 chromosomes, respectively (Figure 1, Figure 2 and Figure 3). In the latter species, a small B-chromosome was found in 30% of metaphases of one individual (Figure 4). In general, the species showed diversified karyotypes, composed mainly of biarmed chromosomes. The number of chromosome arms (NF) values ranged from 56 to 72, with 62 being the most frequent one (see Table 1).
Figure 1.
Karyotypes of Apistogramma cacatuoides, Apistogramma steindachneri, and Apistogramma hongsloi, arranged after Giemsa-stained, C-banding, Ag-NOR, and fluorescence in situ hybridization (FISH) with 18S rDNA (red) and 5S rDNA (green) probes. The Ag-NOR-, 18S-, and 5S-bearing chromosomes are boxed. Bar = 5 μm.
Figure 2.
Karyotypes of Apistogramma acrensis, Apistogramma agassizii, and Apistogramma mendezi species arranged as described in Figure 1.
Figure 3.
Karyotypes of Apistogramma elizabethae, Apistogramma kullanderi, and Apistogramma uaupesi arranged as described in Figure 1.
Figure 4.
In situ hybridization with telomeric probe (TTAGGG)n in somatic metaphases of nine Apistogramma species. The arrow shows B-chromosome in Apistogramma elizabethae complement without hybridization signals. Bar = 5 μm.
Table 1.
Cytogenetic data of Apistogramma species.
Species | 2n | Karyotype Formula | NF | 18S rDNA | 5S rDNA | Ref. |
---|---|---|---|---|---|---|
A. acrensis | 46 | 12m + 4sm + 6st + 24a | 62 | Unique (st-T) | Unique (sm-T) | * |
A. agassizii | 46 | 12m + 4sm + 8st + 22a | 62 | Multiple—2 pairs (sm/st-T) | Multiple—2 pairs (m/a-T) | * |
A. agassizii | 46 | 24m/sm + 22st/a | 70 | - | - | [31] |
A. borellii | 46 | 16m/sm + 30st/a | 62 | - | - | [11] |
A. cacatuoides | 38 | 18m + 6sm + 14a | 62 | Multiple—2 pairs (m/sm-T) | Multiple—2 pairs (m-I, st-T) | * |
A. elizabethae | 44 | 16m + 4sm + 4st + 20a | 64 | Unique (m-T) | Unique—(a-T) | * |
A. hongsloi | 46 | 10m + 4sm + 10st + 22a | 60 | Multiple—2 pairs (m/sm-T) | Multiple—2 pairs (st/a-T) | * |
A. kullanderi | 46 | 8m + 4sm + 4st + 30a | 58 | Unique (st-T) | Unique (sm-T) | * |
A. mendezi | 46 | 12m + 10sm + 10st + 14a | 68 | Multiple—3 pairs (1sm/2a-T) | Multiple—2 pairs (m/sm-T) | * |
A. ortmanni | 46 | 24m/sm + 22st/a | 70 | - | - | [31] |
A. steindachneri | 46 | 8m + 6sm + 28st + 4a | 60 | Unique (st-T) | Unique (sm-T) | * |
A. trifasciata | 46 | 16m/sm + 30st/a | 62 | - | - | [32] |
A. uaupesi | 46 | 18m + 8sm + 6st + 14a | 72 | Multiple—2 pairs (sm/st-T) | Multiple—3 pairs (m/sm/st-T) | * |
* present paper; NF—number of chromosome arms; metacentric/submetacentric, two-arm chromosome; subtelocentric/acrocentric, one-arm chromosome. I—interstitial position; T—terminal position.
The C-positive heterochromatic bands were primarily located in the centromeric regions, with additional and most conspicuous heterochromatic blocks coinciding with the NORs in all species (Figure 1, Figure 2 and Figure 3). The Ag-NOR sites were located in one, two, or three chromosome pairs (Figure 1, Figure 2 and Figure 3; Table 1), with a preferential location in the terminal region of the short arms (Figure 1, Figure 2 and Figure 3). The mapping of the 18S rDNA sites was, in general, consistent with Ag-NOR staining (Figure 1, Figure 2 and Figure 3; Table 1), except in A. steindachneri, which exhibited extraribosomal argentophilic sites (Figure 1), and A. mendezi, with one 18S rDNA site without a corresponding Ag-NOR signal (Figure 1).
The 5S rDNA sites showed a diversified occurrence in one, two, or three chromosome pairs among species, but with a non-syntenic location with the 18S rDNA sites (Figure 3). In all species, both rDNA classes displayed a preferential localization in the terminal region of the chromosomes, except in A. cacatuoides, where they occupied the pericentromeric position of the largest m pair (Figure 1). The mapping of telomeric sequences (TTAGGG)n revealed exclusive hybridization signals at the terminal positions of the chromosomes, as expected, with no visible additional interstitial telomeric sites (ITSs) (Figure 4).
3. Discussion
3.1. Chromosomal Evolutionary Pathways in the Apistogramma genus
The impressive evolutionary diversification of cichlids has been associated with karyotype changes that usually reflect the large-scale biogeographic patterns of their lineages. The African clades exhibit a variation of the 2n number from 32 to 48, and karyotypes with predominantly 44 chromosomes. In contrast, the South American clades (Cichlinae) present a wide range of variation, from 2n = 38 to 60, and a large predominance of 48 chromosomes, primarily of st/a categories [9,11].
The karyotype evolution of Neotropical cichlids has revealed trends of conservation, reduction or increase of the diploid number. Thus, (i) while some groups share 2n = 48, with variations caused by pericentric inversions or other types of centromeric shifts (including non-reciprocal translocations), (ii) others show a reduction of this value (2n < 48) due to chromosome fusions; and finally, (iii) some others present karyotypes with a high 2n value (50 to 60), mainly encompassing centric fissions and reciprocal translocations events (e.g., [9,33]). However, such general trends may exhibit independent evolutionary pathways among specific groups of a tribe.
In general, the chromosomal patterns of the speciose tribe Geophagini reveal largely conserved karyotypes, with 2n = 48 formed by st/a chromosomes [11,34], in which only some pericentric inversions may be detected [9]. However, among the Apistogrammines (Apistogramma + Taeniacara + Satanoperca) (sensu [7]), the genus Apistogramma exhibits an exclusive karyotype macrostructure pattern within its own clade and in the Geophagini tribe. In this group, the reduced karyotypes (2n ≤ 46) with a high number of bi-armed chromosomes (Figure 5) largely contrast with those found in the other Apistogrammines (2n = 48). Such a low 2n value originated from one ancestral fusion event, at the onset of the diversification of the genus by around 55 Mya [23].
Figure 5.
Idiograms detailing the karyotype structure and organization of rDNA sequences and heterochromatin in Apistogramma species.
The set of particular karyotype traits in Apistogramma provides a conspicuous phylogenetic signature, which supports the monophyly of the genus (Figure 6), as also supported by morphological and molecular data [4,23]. In addition to this basal fusion event, characteristic of the Apistogramma genus, a multitude of secondary and stochastic chromosomal changes, caused by pericentric inversions (or non-reciprocal translocations) and Robertsonian translocations, promoted additional numerical and structural karyotype changes. In fact, these changes are visible through the extensive NF variation among species (NF = 54–72), and 2n reductions in A. elizabethae (2n = 44) and A. cacatuoides (2n = 38).
Figure 6.
Diploid numbers (2n) and karyotype structure of Geophagini groups under a phylogenetic perspective [7]. Blue triangles represent karyotypes with >50% acrocentric chromosomes shared by several Cichlinae clades and some Apistogrammines groups; the purple triangle shows the exclusive diploid set found for the genus Apistogramma, characterized by a reduced chromosome number with <50% acrocentric chromosomes.
3.2. The Complex Chromosomal Diversification in Apistogramma Species Flock
Apistogramma represents a fascinating example of fish karyotype diversification in continental environments. Ten out of 12 species already analyzed display karyotypes with 2n = 46 chromosomes, predominantly bi-armed ones (Table 1). Notably, the karyotypes differ among each other by structural rearrangements, especially pericentric inversions/non-reciprocal translocations but also, although in a lesser extent, numerical–structural changes (centric fusions) pointing to the trend of 2n reduction in the genus.
Apistogramma encompasses various species complexes characterized by cryptic or inconspicuous distinction among its species, which might be frequently associated with incipient speciation. This pattern, typically found in the African cichlids (e.g., [35]), has also been observed in some genera of Neotropical cichlids, in which suspected cryptic species have been identified based on morphological, genetic, and cytogenetic approaches [36,37]. In species complexes, the rate of karyotype differentiation is variable, ranging from conservative, regarding the structure and internal organization [38], to highly divergent (e.g., [39]).
Species complexes may constitute a species flock, i.e., groups of closely related species with the significant congruence of diversity and spatial distribution [40,41]. Apistogramma fulfills these conditions in many areas of its distribution, in which a high level of endemism and species diversity occur. This condition stands out in the Western Amazon, particularly in Peru (21 endemic species), Orinoco River (19 endemic species), and Negro River basins (13 endemic species) [42]. Its species have a very extensive geographic distribution in several South American watersheds, the reflex of a complex biogeographic history [4], showing a temporal sequence of cladogenetic events associated with dramatic chromosomal changes. This condition contrasts with the one found in Tilapinii cichlids (African lineages), where more than a hundred species display highly conserved karyotypes [11].
It is likely that the surprising diversification of Apistogramma accompanied by broad chromosomal differentiation indicates that chromosome rearrangements may have had active participation in the cladogenesis of the group. A similar relation, to a lesser degree, has been reported for a number of other species complexes of Neotropical cichlids [9,34].
Chromosome reorganizations in several fish groups have been associated with complex sequences of repetitive DNA [43,44,45,46]. However, in the Apistogramma species, the heterochromatic regions exhibited conservative pericentromeric patterns, not evidencing provisionally an organization particularly diverse.
Among the Cichlinae fishes, the occurrence of NORs in a single chromosome pair, with variations in location between the long and short arms, represents the most frequent and basal condition [9,47,48]. However, non-rare rDNA sites are variable, with the presence of multiple Ag-NOR/18S rDNA sites [13,33,49].
The Apistogramma species showed a very diversified distribution and frequency of rDNA regions (Figure 5 and Figure 7), in contrast to other South American species complexes, like Crenicichla [18,36,50], which have a single Ag-NOR-bearing chromosome pair [34]. In fact, they can have one, two, or three chromosome pairs bearing Ag-NOR/18S rDNA sites.
Figure 7.
Diagrammatic representation of the main cytogenetic features of the analyzed Apistogramma species and pertaining areas of occurrence in South America. Cytogenetic data and areas of occurrence of species are indicated by colors.
Among its species, some incongruence between 18S rDNA sites and Ag-NOR signals was observed in A. steindachneri (additional Ag + site) and A. mendezi (additional 18S rDNA loci). The first case could be associated with pseudo-NORs [51,52], and the second case possibly indicates the occurrence of pseudogenes [53] or epigenetically silenced regions [54].
In Satanoperca species, a group phylogenetically close to Apistogramma Ag-NOR sites can be single [11,55] and also located in two chromosome pairs [56,57], indicating that the diversification of the rDNA clusters in Apistogramma is ancestrally shared with other Apistogrammines species.
Dual-color FISH with 5S and 18S rDNA showed their non-syntenic localization in Apistogramma chromosomes, the most common arrangement in fishes [11,13,48]. However, 18S and 5S rDNA sites vary in number and location in the chromosomes of species. In A. cacatuoides, 5S rDNA sites are located in the pericentromeric region of the largest metacentric pair, suggesting their association with centric fusion rearrangements, as also related in other fish species [38,58,59,60]. As a whole, the mapping of rDNA sequences revealed a dynamic diversification of these repetitive sequences supporting a high reorganization level of the chromosomes of the Apistogramma species.
In contrast to other species, A. elizabethae harbors a small B chromosome in one individual. B chromosomes usually arise from the normal complement of the species [61] and have been documented for more than 20 South American cichlid species, in which micro or small chromosomes are predominant [62]. In A. elizabethae, its occurrence is likely associated with the numerical and structural chromosome changes, including asynchronous fusion rearrangements. Despite its evident occurrence, the chromosome fusion processes in A. elizabethae and other species have no preserved interstitial telomeric sequences (ITSs), like it occurs in some other fish species [38,45].
3.3. Evolutionary Divergence in the Apistogramma genus. A General View
Multiple lines of evidence indicate that several Apistogramma complexes underwent rapid speciation processes or are undergoing a dynamic process of diversification [23]. In the incipient speciation context, the genetic cohesion of groups is insured by prezygotic reproductive barriers [63]. In fact, prezygotic reproductive isolation, where body color plays a decisive role in mate choice, is an evolutionary driving force favoring the sympatric occurrence of a considerable number of Apistogramma species [28,63,64]. However, prezygotic mechanisms based on recognition patterns may eventually get abolished by environmental changes or interaction among species [65], as indicated by numerous Apistogramma hybrids obtained in captivity, even among little-related species (available online: www.apistogramma.com).
The acquisition of effective postzygotic barriers, which represent the last stage of isolation of specific gene pools, may occur very slowly in some groups. In birds, viable hybrids can occur in species with 55 Myr of divergence [66]. In fish, postzygotic reproductive isolation is estimated to be 11.6 Myr [67], a period considerably longer than the emergence of many current Apistogramma species that underwent diversification during the Miocene and glacial cycles in the Quaternary [23].
Apistogramma provides a surprisingly dynamic panel of karyotype diversification and its role in the phyletic divergence. The evolutionary diversification and biogeographic patterns in this genus were complex, encompassing numerous small or large vicariant events [23]. The resulting cladogenetic events are clearly related to its karyotype evolution. The chaotic pattern of chromosomal changes during the myriad of allopatric events and historical recontacts likely play an important evolutionary role as a postzygotic barrier, preventing genetic introgressions in locations with a high level of sympatric species.
4. Materials and Methods
4.1. Individuals, Chromosomal Preparations, DNA Extraction
Nine species of the genus Apistogramma from different localities in South America were obtained from ornamental trade and used in cytogenetic analyses (Table 2).
Table 2.
Apistogramma species analyzed with the extent of geographic distributions.
Species Complex | Species | Geographic Distribution | N | Sex |
---|---|---|---|---|
A. cacatuoides | A. cacatuoides Hoedeman, 1951 | E | 6 | 3 ♂, 2 ♀, 1 immature |
A. steindachneri | A. steindachneri Regan, 1908 | E | 5 | 2 ♂, 3 ♀ |
A. agassizii | A. agassizii (Steindachner, 1875) | E | 3 | 2 ♂, 1 ♀ |
A. agassizii | A. elizabethae Kullander, 1980 | R | 2 | 2 ♂ |
A. agassizii | A. mendezi Römer, 1994 | R | 2 | 1 ♂, 1 ♀ |
A. regani? | A. kullanderi Varella and Sabaj Pérez, 2014 | VR | 1 | 1 ♀ |
A. regani | A. acrensis Staeck, 2003 | R | 3 | 2 ♂, 1 ♀ |
A. pertensis | A. uaupesi Kullander, 1980 | R | 2 | 2 ♂ |
A. diplotaenia | A. diplotaenia | R | 3 | 2 ♂, 1 ♀ |
A. macmasteri | A. hongsloi | R | 2 | 2 ♀ |
N—number of individuals analyzed; Geographic distribution: E—extensive; R—restricted; VR—very restricted.
Individuals were submitted to mitotic stimulation with attenuated antigen complexes for 24 h, according to Molina et al. [68]. Next, the animals were euthanized with an overdose of clove oil (Eugenol). Chromosome preparations were obtained from short-term kidney cell cultures [69], and the sex was identified by microscopic examination of the gonads. The experiments followed ethical rules approved (2/9/2015) by the Animal Ethics Committee of the Federal University of Rio Grande do Norte (Process #44/2015).
Total genomic DNA (50–100 ng/μL) was extracted from muscle and liver fragments [70] and stored in 100% ethanol at −20 °C.
4.2. Conventional Chromosome Staining
The nucleolus organizer regions (NORs) and distribution of constitutive heterochromatin were analyzed using the methodologies of Howell and Black [71] and Sumner [72], respectively.
4.3. Fluorescence In Situ Hybridization
The FISH protocol was performed according to Pinkel et al. [73]. The 5S and 18S rDNA sequences were detected simultaneously by dual-color FISH. The 5S rDNA (200 bp) and 18S rDNA (1400 bp) probes were obtained by PCR, from the nuclear DNA of Apistogramma agassizii, using the primers A 5′-TAC GCC CGA TCT CGT CCG ATC-3′ and B 5′-CAG GCT GGT ATG GCC GTA AGC-3′ [74], and NS1 5′-GTA GTC ATA TGC TTG TCT C-3′ and NS8 5′-TCC GCA GGT TCA CCT ACG GA-3′ [75], respectively. The 5S probes were labeled with biotin-14-dATP and the 18S with digoxigenin-11-dUTP, using the nick translation kit according to the manufacturer’s recommendations (Roche, Mannheim, Germany). The slides were treated with DNAse free RNAse A (20 mg/mL in 2xSSC) for 1 h at 37 °C, digested in HCl 10 mM containing 500 μg/mL pepsin for 10 min at 37 °C, fixed with 1% formaldehyde for 10 min, and then dehydrated in an alcohol series. The spreads were incubated in 70% formamide/2xSSC at 72 °C for 5 min. The hybridization solution, consisting of 50% formamide, 2xSSC, 10% dextran sulfate, and the denatured probe (5 ng/µL), in a final volume of 30 μL, was dropped onto the slides and hybridization was performed for 14 h at 37 °C in a moist chamber containing 2xSSC. Two post-hybridization washes were carried out on a shaker (150 rpm) at 37 °C; the first one in 50% formamide 2xSSC for 15 min, the second one in 2xSSC for 15 min. A final wash was performed at room temperature in 4xSSC for 15 min. Avidin-FITC (Vector, Burlingame, CA, USA) was used for signal detection of the 5S rDNA probe and anti-digoxigenin rhodamine (Vector, Burlingame, CA, USA) for 18S rDNA probe. The chromosomes were counterstained and mounted with Vectashield/DAPI (1.5 µg/mL) (Vector, Burlingame, CA, USA).
Hybridization with telomeric probes (TTAGGG)n was carried out using the Telomere PNA FISH kit (Dako Cytomation, Hamburg, Germany), according to the manufacturer’s instructions.
4.4. Karyotype Analysis
At least 30 metaphases of each individual were analyzed to characterize 2n and karyotype macrostructure. Mitotic metaphases were photographed with an Olympus BX51 epifluorescence microscope, coupled with an Olympus DP72 digital image capture system, using cellSens Standard 1.7 software (Olympus Corporation, Ishikawa, Japan). Chromosomes were classified based on their arm ratios, according to Levan et al. [76], as metacentric (m), submetacentric (sm), subtelocentric (st), and acrocentric (a) and arranged in decreasing order of size. The definition of NF (number of chromosome arms) considered st-a chromosomes and m-sm ones as having one and two arms, respectively.
5. Conclusions
The genus Apistogramma offers a classic view of the evolutionary driving forces acting in biological diversification. Its high morphological, chromatic, and cytogenetic plasticity reflects the evolutionary factors acting in small populations, promoting rapid changes in the gene pool. The phylogenetic relationships of species in the genus, based on morphological and molecular data, are contradictory and have not been fully elucidated. Our cytogenetic analysis revealed a remarkable karyotype diversification compatible with the dynamic evolutionary history of this group. The main changes in chromosomes are pericentric inversions (or non-reciprocal translocations) associated with Robertsonian translocations, resulting in complete karyotype differentiation among the species. In addition, the variation of the 18S and 5S rDNA sites supports internal chromosome reorganization. Although prezygotic reproductive isolation has a well-known role in the Apistogramma diversification, the intense karyotype rearrangements identified here strongly suggest its participation as a postzygotic barrier contributing to the astonishing diversification of this dwarf cichlid group.
Acknowledgments
The authors are grateful for FAPESP, CNPQ, CAPES, and Alexander von Humboldt for their support.
Author Contributions
Conceptualization, W.F.M. and G.W.W.F.d.C.; Methodology, G.W.W.F.d.C.; Formal Analysis, G.W.W.F.d.C.; Investigation, G.W.W.F.d.C. and W.F.M.; Founding Acquisition, W.F.M and M.d.B.C.; Resources, W.F.M.; Writing—Original Draft Preparation, G.W.W.F.d.C. and W.F.M.; Writing—Review and Editing, G.W.W.F.d.C., W.F.M., M.d.B.C., T.L., L.A.C.B., and E.F.
Funding
W.F.M and G.W.W.F.d.C. were supported by Conselho Nacional de Desenvolvimento Científico e Tecnológico) (CNPq—Grant Number 442664/2015-0). M.d.B.C. was supported by Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) (Proc. nos 401962/2016-4 and 302449/2018-3), the Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) (Proc. No 2018/22033-1), and CAPES/Alexander von Humboldt (Proc. No. 88881.136128/2017-01). This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior—Brasil (CAPES)—Finance Code 001.
Conflicts of Interest
The authors declare no conflict of interest.
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