- Research article
- Open Access
Phylogenetic relationships within the speciose family Characidae (Teleostei: Ostariophysi: Characiformes) based on multilocus analysis and extensive ingroup sampling
© Oliveira et al; licensee BioMed Central Ltd. 2011
- Received: 25 January 2011
- Accepted: 26 September 2011
- Published: 26 September 2011
With nearly 1,100 species, the fish family Characidae represents more than half of the species of Characiformes, and is a key component of Neotropical freshwater ecosystems. The composition, phylogeny, and classification of Characidae is currently uncertain, despite significant efforts based on analysis of morphological and molecular data. No consensus about the monophyly of this group or its position within the order Characiformes has been reached, challenged by the fact that many key studies to date have non-overlapping taxonomic representation and focus only on subsets of this diversity.
In the present study we propose a new definition of the family Characidae and a hypothesis of relationships for the Characiformes based on phylogenetic analysis of DNA sequences of two mitochondrial and three nuclear genes (4,680 base pairs). The sequences were obtained from 211 samples representing 166 genera distributed among all 18 recognized families in the order Characiformes, all 14 recognized subfamilies in the Characidae, plus 56 of the genera so far considered incertae sedis in the Characidae. The phylogeny obtained is robust, with most lineages significantly supported by posterior probabilities in Bayesian analysis, and high bootstrap values from maximum likelihood and parsimony analyses.
A monophyletic assemblage strongly supported in all our phylogenetic analysis is herein defined as the Characidae and includes the characiform species lacking a supraorbital bone and with a derived position of the emergence of the hyoid artery from the anterior ceratohyal. To recognize this and several other monophyletic groups within characiforms we propose changes in the limits of several families to facilitate future studies in the Characiformes and particularly the Characidae. This work presents a new phylogenetic framework for a speciose and morphologically diverse group of freshwater fishes of significant ecological and evolutionary importance across the Neotropics and portions of Africa.
- Sister Group
- Monophyletic Group
- Maximum Parsimony Analysis
- Sister Group Relationship
- Monophyletic Lineage
One of the largest components of the freshwater fish fauna world-wide is the order Characiformes with nearly 2,000 species now recognized from myriad drainages of the New World and Africa . Over 300 characiform species have been described in the last decade, primarily from the Neotropics and the pace of descriptions of new species gives no sign of abating. The characiform faunas on the two sides of the Atlantic Ocean demonstrate pronounced asymmetry in terms of numbers of both species and supraspecific taxa. The African components of the order include circa 220 recognized species. These range south from the Nile River basin in the deserts of North Africa through much of the rest of the continent, with maximum diversity in the wetter areas such as the Congo River Basin, West Africa and Lower Guinea. On the other side of the Atlantic Ocean, over 1,700 species are now recognized extending from the southwestern portions of the United States south through Mexico and Central and South America to central Chile and Argentina. Major drainage basins in South America are all home to large and taxonomically overlapping assemblages of characiform species. Characiforms inhabit a range of ecosystems extending from the swiftly flowing rivers and streams of the Andean piedmont and cordilleras of the Neotropics through to the lentic backwaters of lowland flood plains in the Americas and Africa. Within these habitats, characiforms range from dozens of miniature and diminutive species (sensu Weitzman and Vari ) through to hundreds of midsized to giant species. Among the larger forms, many are economically and ecologically important, with some dominant in various drainages in terms of the total fish biomass. These and other characiform species play key roles for intra-ecosystem energy flux and material cycling in lowland river systems and as ecosystem engineers (e.g. Prochilodontidae - [3, 4]).
African characiforms are now apportioned among four families, the Alestidae, Citharinidae, Distichodontidae and Hepsetidae, with the Alestidae and Distichodontidae accounting for 95% of the species among those families . A single Neotropical genus (Chalceus) has been assigned to the otherwise African family Alestidae . In contrast, the more speciose assemblage of New World characiforms is split into 14 families (Acestrorhynchidae, Anostomidae, Characidae, Chilodontidae, Crenuchidae, Ctenoluciidae, Curimatidae, Cynodontidae, Erythrinidae, Gasteropelecidae, Hemiodontidae, Lebiasinidae, Parodontidae, and Prochilodontidae) ; with the Serrasalmidae also recognized as a family by some authors (e.g. ).
Notwithstanding these efforts, no published hypothesis of phylogenetic relationships across characiforms based on an in-depth sampling of their morphological diversity is available. The most problematic group within this order is the family Characidae, whose composition and relationships within the Characiformes remains unsettled. With nearly 1,100 species, this family represents approximately 58% of the species within the Characiformes , and is the most active taxon in terms of new species descriptions (over 250 new species in the course of the last ten years). Considering the poor understanding of species-level diversity, particularly among miniature to small sized species, it is likely that the Characidae includes a disproportionate percentage of species yet to be described.
More recently, Mirande [22, 23] advanced a comprehensive cladistic analysis for the Characidae based on 360 morphological characters scored for 160 characiform species. Although this study is the most comprehensive to date, it did not include representatives of 60 genera of the Characidae and or representatives from the characiform families Alestidae, Chilodontidae, Citharinidae, Ctenoluciidae and Hepsetidae. Interestingly, Mirande's  hypothesis (Figure 2b), obtained by weighted parsimony analysis, recovered the previously proposed Clade A of Malabarba and Weitzman  that he named Stevardiinae. On the other hand, Mirande's hypothesis  is incongruent with prior concepts of relationships among some taxa, with two examples of note being the close relationship among Agoniates, Acestrorhynchus, Rhaphiodon and Salminus and the inclusion of Markiana within Astyanax.
The first molecular investigations on this subject were published by Ortí and Meyer  and Ortí . These were based on partial sequences of the mitochondrially-encoded 12S and 16S rRNA genes (about 880 bp) for 53 taxa. Although Ortí and Myer  noted that relationships among characiform families could not be reconstructed with confidence except for a few well-supported clades, their phylogenetic hypothesis (Figure 1b) suggested some interesting results. For example, they obtained a basal position of the African families Citharinidae and Distichodontidae, the hypothesis that the African and Neotropical characiform assemblages did not each constitute monophyletic groups and the finding that the Serrasalmidae is not closely related to groups then considered to form the family Characidae.
Partial taxonomic overlap and use of disparate molecular markers in each of these studies has hindered combination of data sets for a more comprehensive analysis. Attempting to improve our knowledge and to test previous hypotheses of relationships among members of the Characidae, the present study is based on a broad taxon sampling (including all major lineages within the Characiformes and the Characidae) and a large molecular dataset with sequence data from two mitochondrial and three nuclear genes, with greater overlap with published data.
We follow the classification of the Characiformes with 18 families proposed by Nelson  as a framework for the selection of species included in this analysis: Acestrorhynchidae, Alestiidae (Alestidae), Anostomidae, Characidae (including the subfamilies Agoniatinae, Aphyocharacinae, Bryconinae, Characinae, Cheirodontinae, Clupeacharacinae, Glandulocaudinae, Iguanodectinae, Rhoadsiinae, Stethaprioninae, Tetragonopterinae), Chilodontidae, Citharinidae, Crenuchidae, Ctenoluciidae, Curimatidae, Cynodontidae, Distichodontidae, Erythrinidae, Gasteropelecidae, Hemiodontidae, Hepsetidae, Lebiasinidae, Parodontidae, and Prochilodontidae. We additionally recognize the family Serrasalmidae and in the Characidae, the subfamilies Stevardiinae as proposed by Weitzman et al.  and Triportheinae as proposed by Buckup  in selecting taxa for the present study. According to this classification, taxonomic sampling for the ingroup included 127 specimens representing all 13 recognized subfamilies of Characidae listed above, as well as 54 genera considered incertae sedis in the Characidae by Lima et al. , plus an undescribed characid genus. To study the delimitation of Characidae and its affinities with other families of Characiformes, we compiled a large and diverse outgroup (76 specimens) representing all 18 families of Characiformes, plus two genera of Cypriniformes to root the Characiform phylogeny. A complete list of taxa (205 specimens) is presented in Additional file 1. Tissue samples were primarily obtained from fish collected during the course of this study, supplemented by material obtained through the aquarium trade, or kindly donated by colleagues.
DNA extraction and sequencing
Total DNA was extracted from ethanol preserved muscle, fin, and liver samples with the DNeasy Tissue Kit (Qiagen), following manufacturer's instructions. Partial sequences of the genes 16S rRNA, cytochrome b (Cytb), Myosin, heavy chain 6, cardiac muscle, alpha (Myh6), recombination activating gene 1 (RAG1), and recombination activating gene 2 (RAG2) were amplified by polymerase chain reaction (PCR) with the primers described in Additional file 2. Nested-PCRs were used to amplify the genes Myh6, Rag1, and Rag2 (Additional file 2). Amplifications were performed in a total volume of 25 μl with 2.5 μl of 10X buffer (10 mM Tris-HCl+15 mM MgCl2), 2.5 μl dNTPs (200 nM of each), 1 μl each 5 mM primer, 0.1 μl Taq Gold polymerase (Invitrogen), 1 μl template DNA (50 ng), and 17.9 μl ddH2O. The PCR reactions consisted of 35 cycles, 30 s at 95°C, 45-120 s at 48-58°C (according to primer and species), and 90 s at 72°C. All PCR products were first visually identified on a 1% agarose gel and then purified using ExoSap-IT® (USB Corporation) following instructions of the manufacturer. The purified PCR products were sequenced using the "Big DyeTM Terminator v 3.1 Cycle Sequencing Ready Reaction Kit" (Applied Biosystems), purified again by ethanol precipitation and loaded on an automatic sequencer 3130-Genetic Analyzer (Applied Biosystems) in the Instituto de Biociências, Universidade Estadual Paulista, Botucatu, São Paulo. Contigs were assembled and edited in BioEdit 220.127.116.11 . Where uncertainty of nucleotide identity was detected, IUPAC ambiguity codes were applied. Sequences have been deposited in GenBank (Additional file 3).
Sequencing alignment and phylogenetic analyses
Sequences of each gene were independently aligned using the Muscle algorithm under default parameters  and the alignments inspected by eye for any obvious misalignments that were then corrected. A quality control step was included in our workflow to detect potential cases of sequencing errors due to contamination or paralogy. Alignments for each gene were initially analyzed by maximum likelihood (ML)  using the web servers RAxML BlackBox  to control for potential sequencing errors involving pseudogenes, paralogous copies or even laboratory cross-contamination or mistakes during the sequencing process. Sequences that were found misplaced in the resulting gene tree (as, for example, species of one family grouped with species of a obviously non-related family) were re-sequenced or eliminated from subsequent analyses. Given the degree of redundancy in taxonomic sampling, errors can be detected when sequences from putative congeneric or conspecific specimens are not placed together in the tree. This procedure was conducted only to check sequence quality and by the end of the study we found 11 CytB, 19 Myh6, 18 Rag1, and 24 Rag2 suspicious sequences that were excluded from the analysis. Genetic distances among sequences were calculated in Mega 5.04 . To evaluate the occurrence of substitution saturation, we estimated the index of substitution saturation (Iss) in DAMBE 5.2.31 , as described by Xia et al.  and Xia and Lemey . To investigate the relative contribution of each gene to the final phylogeny obtained by maximum likelihood analysis, we did a partitioned branch support analysis (PBS, [43, 44]) using the program TreeRot  with 20 replicate heuristic searches.
Maximum parsimony (MP) analyses were conducted with PAUP* 4.0b10 . Heuristic searches were performed with minimally 1000 random addition replicates and TBR branch swapping. All characters were unordered, all character transformations were equally weighted, and branches with maximum length of zero were collapsed. Gaps were treated as missing data. Clade robustness was assessed using 1000 bootstrap pseudoreplicates  with the same parameters as above.
RAxML  using the web servers RAxML BlackBox  was used for all maximum likelihood analyses using a mixed partition model. Random starting trees were used for each independent ML tree search and all other parameters were set on default values. All ML analyses were conducted under GTR +G since RAxML only applies this model . Topological robustness was investigated using 1000 non-parametric bootstrap replicates.
Comparison of log likelihoods, AIC and BIC values among different partitioning schemes (from 1 to 13 partitions)
Number of partitions*
number of parameters
Alternative phylogenetic hypotheses were compared using likelihood-based tests implemented in the program Treefinder . These tests assess the statistical significance of differences in likelihood scores between two or more hypotheses. Probabilities for alternative hypotheses were obtained for the Shimodaira-Hasegawa (SH) and the approximately unbiased (AU) tests [56, 57]. Both testing procedures are adequate to compare hypotheses a posteriori based on the same data set, but since the SH test is more conservative , significance was determined when P-values obtained were P < 0.05 and P < 0.01 for SH and AU, respectively. Several hypotheses reflecting previous results (e.g., Lucena and Menezes , Calcagnotto et al. , Mirande ) and a set of alternative branching patters subtended by the basal nodes of the phylogeny obtained in this study were tested. Alternative hypotheses were constructed by performing tree-searches under specific topological constraints to find the ML tree that satisfies the branching pattern enforced. The constraints either fixed the topology or the composition for major clades, but in each case multifurcations within these clades or elsewhere in the tree were resolved by the tree search. Searches were conducted under ML using the program Treefinder with a 13-partition scheme and a GTR+G model independently optimized for each partition (the same approach used with RAxML). Results from each of these constrained tree searches were saved individually and subsequently joined into a single hypothesis file to perform the topology tests according to the Treefinder manual .
Information content and characteristics of each gene partition
Number of sequences
bp after alignment
Number of variable sites
Number of informative characters under parsimony
% informative characters under parsimony
Overall mean genetic distance (p-distance)
0.124 ± 0.007
0.208 ± 0.007
0.087 ± 0.005
0.111 ± 0.005
0.115 ± 0.004
Nucleotide substitution model
α (shape) parameter of Γ distribution
Proportion of invariants (I) sites
Results of the partitioned Bremer support (PBS) analysis showing the percentage of nodes with positive values, indicating net positive contribution, observed for each gene in the final majority rule consensus ML tree
Six different partitioning schemes, ranging from one to 13 partitions (Table 1), were tested to establish the optimal number of data partitions (following Li et al. ) for the final analysis. The results showed that the 13 partition model was the best choice (Table 1); however, ML analysis conducted with the other partitioning schemes resulted in the same final topology, with minor differences in branch length and support values (not shown).
Clade 03 (Figures 4, 6, 1/52/-) is composed by the Crenuchidae (clade 04) plus all remaining components of the Characiformes (clade 05). The monophyly of the Crenuchidae was strongly supported (Figure 6, 1/100/99) and the data show a clear separation of Crenuchus and Poecilocharax, subfamily Crenuchinae (1/100/100), from Characidium and Melanocharacidium, subfamily Characidiinae (1/100/100). Characidium, however, was not supported as a monophyletic group, since Melanocharacidium is nested within it (Figure 6).
Although clade 05 (Figure 6, 1/51/*) is not unanimously supported in all analyses, it contains a well-supported group (Figure 6, clade 06, 1/98/57) that includes the African families Hepsetidae (clade 08, a single specimen analyzed) and Alestidae (clade 09, 1/100/100). These two families are the sister group to the remaining taxa (clade 07, Figure 4, 0.89/-/*), but note that this topology only received marginal support from Bayesian analysis.
Clade 34, although well supported (1/96/55), includes three monophyletic subunits, clades 35 (1/96/68), 36 (1/92/-), and 37(1/100/92) whose relationships were not resolved (Figure 4). Clade 35 is itself split into two well supported groups. One of them is clade 38 (1/100/97) composed by the Iguanodectinae and Bryconops affinis, and the other group is clade 39 (1/100/98) that contains the Acestrorhynchidae, Roestinae and a well supported group (clade 43, 1/97/94) with Hoplocharax goethei, Heterocharax macrolepis and Gnathocharax steindachneri. Some differences from the ML topology shown in Figures 4 and 8 were obtained by MP analysis, where Gnathocharax and Hoplocharax are sister taxa (Figure 5). In the Bayesian analysis, the Acestrorhynchidae appeared as the sister group of Roestinae (with low posterior probability = 0.71).
Within clade 54 (Figure 11, 1/68/*), Exodon paradoxus and Roeboexodon guyanensis form the sister group to two species of Tetragonopterus (clade 73), the only genus in the Tetragonopterinae, plus Microschemobrycon casiquiare, and five genera of the Characinae (clade 75). Microschemobrycon casiquiare appears as the sister group of all the Characinae (Figure 11, clade 74, 1/100/100). In all analyses, the monophyly of the Characinae was refuted due the association of Hoplocharax, Heterocharax and Gnatocharax (clade 43) previously assigned to this subfamily within clade 41 (Figure 8, discussed above). Within clade 70 are all examined representatives of the subfamily Cheirodontinae (clade 77, 1/100/100) except for Spintherobolus (as noted above), and clade 76 (1/100/96) that includes the three examined members of the subfamily Aphyocharacinae and the genera Aphyocharacidium, Paragoniates, Phenagoniates, Xenagoniates, Leptagoniates and Prionobrama, all presently considered incertae sedis in the Characidae.
Likelihood-based tests for alternative topologies
(1,(2,(3,((4,(5, 6)),((7, 8), R)))))
(7,(1,(2,(3,(4,((5, 6),(8, R)))))))
(1,(2,(7,(3,(4,((5, 6),(8, R)))))))
(1,(7,(2,(3,(4,((5, 6),(8, R)))))))
(7,(1,(3,(2,(4,((5, 6),(8, R)))))))
((1, 3),(7,(2,((5, 6), (8, R)))))c
(7,(1,(2,(3,((4, 6),(5,(8, R))))))
Calcagnotto et al. 
Lucena and Menezes 
Mirande , node 176 only
Although many important studies have been conducted to infer relationships among families in the Characiformes at different levels, this problem was previously only partially tested because of incomplete sampling across the order [8, 22, 23, 32, 59] or due to a lack of resolution in the data . But some consensus seems to be emerging . The studies of Ortí and Meyer , Buckup , Calcagnotto et al.  and the present results (Figures 4, 6) corroborate the hypothesis of Vari  that the Citharinidae and Distichodontidae form a monophyletic lineage and are the sister group to all other Characiformes. Topology tests suggest that alternative placement of this lineage cannot be rejected, and our data suggest that some components of the Distichodontidae (Distichodus) may be more closely related to the Citharinidae (Citharinus) than to other taxa now assigned to the Distichodontidae (Figure 6). This conclusion runs counter to the morphological evidence, in particular the very unusual mobile hinge between the dentary and more posterior components of the lower jaw  and should be further tested using additional taxa and molecular characters.
The second lineage observed in our results is the family Crenuchidae (Figures 4, 6). Up to this time, the position of the Crenuchidae among characiforms has been problematic (Figures 1, 2b) with different authors suggesting alternative phylogenetic placements [8, 23, 30, 32]. Even though our results suggest that this group forms one of the early branching events within the order, support for this position is not strong and should be considered provisional. Only five taxa of the Crenuchidae were included in this analysis (Figure 6), but the monophyly and distinctiveness of these taxa received strong support in our study, as does its division into the subfamilies Crenuchinae and Characidiinae as proposed by Buckup . On the other hand, the two analyzed species of Characidium did not appear as sister taxa, suggesting the genus may be polyphyletic (Figure 6) a hypothesis that should be tested in the future with additional data.
Results based on Bayesian and ML analyses strongly suggest a close relationship between the Alestidae and Hepsetidae (clade 06, Figures 4, 6), a conclusion at variance with hypotheses proposed by Ortí and Meyer , Buckup , Calcagnotto et al. , and Zanata and Vari . In our MP analysis the Hepsetidae appears, however, as the sister group of the Ctenoluciidae as proposed by Buckup . Unfortunately, the backbone nodes in the phylogeny separating Hepsetidae and Ctenoluciidae (Figure 4) are all weakly supported by ML and MP analyses, and the topology tests suggest that alternative placements of this lineage are not significantly different (Table 4). Interestingly, our study (in agreement with Calcagnotto et al. , and Arroyave and Stiassny ) indicates that the Alestidae is not the sister group of Chalceus as proposed by Zanata and Vari  and Mirande [22, 23] based on morphological evidence.
All of the analyses in this study strongly support a large Neotropical clade composed by the "Anostomoidea" (Anostomidae, Chilodontidae, Curimatidae, Prochilodontidae), plus Cynodontinae, Serrasalmidae, Hemiodontidae (Figure 7, clade 15, 1/100/90). Although other authors suggested a close relationship among some of these families [8, 9, 30, 32] the final composition and arrangement of this group arrived at in this study represents a novel hypothesis of relationship among these taxa. In some of our results, the Erythrinidae appears as the sister group of clade 13, (albeit with low support especially by ML and MP criteria), a hypothesis at variance with morphologically based studies which associated the family in varying combinations with the Ctenoluciidae, Hepsetidae and Lebiasinidae . In contrast, Calcagnotto et al.  obtained support for a sister group relationship between the Erythrinidae and Crenuchidae. If supported by future studies our hypothesis would indicate that many of the apparent morphological synapomorphies among the Ctenoluciidae, Hepsetidae and Lebiasinidae may be convergences perhaps associated with modifications necessary for predatory life styles. At this stage, however, relationships among these early branching lineages of characiforms (Erythrinidae, Crenuchidae, Ctenoluciidae, Alestidae, Hepsetidae, Lebiasinidae, Parodontidae, and clade 15) remain poorly resolved. Our results, however, indicate that within the Erythrinidae, Erythrinus and Hoplerythrinus form a monophyletic group which is the sister group of Hoplias. This is the first published hypothesis of relationship among genera of the Erythrinidae and should be tested in further studies in this family.
The monophyly of Cynodontidae, as proposed by Lucena and Menezes , is rejected by our phylogenetic analysis and topology tests (Figure 6 and Table 4); instead, representatives of Roestinae (Roestes and Gilbertolus) are placed more closely related to the Acestrorhynchidae (Figure 8). The monophyly of the Cynodontinae as proposed by Toledo-Piza  was, however, corroborated but internal relationships among the genera of the Cynodontinae found in the present study differ, since herein we find Rhaphiodon and Hydrolycus as sister groups while Toledo-Piza  proposed Rhaphiodon as the sister group of Cynodon.
A sister group relationship between the Hemiodontidae and Serrasalmidae (clade 18, Figure 7) has never been proposed. Calcagnotto et al. , however, hypothesized that the Serrasalmidae forms the sister group of a clade consisting of five Neotropical families, one of which was the Hemiodontidae (Figure 1). The monophyly of the Hemiodontidae as proposed by Langeani  is corroborated. The piranhas and pacus form a distinct and strongly monophyletic group, historically considered a subunit of the Characidae; however, the distinctive external anatomy of the members of the serrasalmids  and its phylogenetic separation from other taxa typically associated with the Characidae lead various authors to consider this group as a family distinct from the Characidae (e.g., Ortí et al. ). Based on the arrived at scheme of relationships, and in order to keep the family Characidae monophyletic, we also recognize the family Serrasalmidae as valid. Although some genera and many species of the Serrasalmidae were not included in the present study, phylogenetic relationships within the family are in agreement with more detailed studies (e.g., Ortí et al. ).
The large assemblage composed by the Anostomidae, Chilodontidae, Prochilodontidae and Curimatidae supported in our results (Figures 4, 7) is similar to that obtained by Vari  and corroborated by Buckup  based on data from Vari . In light of an extensive series of unusual modifications of the gill arches and anterior portion of the vertebral column, Vari  found a close relationship between the Chilodontidae and Anostomidae. Herein, the position of the Chilodontidae was unresolved, thus, the hypothesis of Vari  about the pattern of relationships among these families should be tested in the future with the inclusion of more data and taxa.
Monophyly and composition of Characidae
At present two conflicting hypothesis are available regarding the family Characidae. A broad concept is that employed by Nelson  and Reis et al.  in which 12 subfamilies and about a hundred incertae sedis genera are included in this family. This concept is very close to that proposed by Mirande [22, 23] that differs from the schemes of previous authors by the exclusion of Serrasalmidae from, and inclusion of the Acestrorhynchidae and Cynodontidae in, the Characidae (Figure 2). According to Mirande  this broad Characidae is characterized by eight synapomorphies, only one of which, the fusion of the anteriormost procurrent caudal-fin rays into medial bony plates running parallel to the remaining rays (character 305), is an unreversed and uncontradicted synapomorphy of the Characidae. A more restricted concept of the Characidae is that proposed by Malabarba and Weitzman  according to whom this family is composed only by characiform species lacking the supraorbital bone (Figure 2). This restricted group is recognized by Mirande [22, 23] who proposed that the absence of a supraorbital bone characterizes a monophyletic group of "distal" characids.
The present results could be interpreted in alternative modes taxonomically but in order to maintain the previously recognized families Cynodontidae, Acestrorhynchidae and Gasteropelecidae and in order to simplify the recognition of the family Characidae we suggest usage of a more restricted composition for this family, as described below.
Clade 30, a robust result in all analyses (Figures 4, 8), encompasses all species currently grouped in the Characidae (sensu Reis et al. ), with the exception of the Serrasalmidae but with the addition of the Gasteropelecidae, Acestrorhynchidae and Roestinae (a subfamily of the Cynodontidae sensu Lucena and Menezes ) (Figures 4, 5, 8). The genus Chalceus, previously placed with Alestidae by Zanata and Vari  and Mirande [22, 23] based on morphological features, was found here as the basal branch in clade 30, a hypothesis also congruent with results of Calcagnotto et al. . Since Chalceus belongs to an important monophyletic lineage either as the sister group of a large assemblage of Neotropical characids, as proposed herein, or closely related to the Alestidae as suggested by the morphological analysis  we recognize the family Chalceidae in the sense of Albert et al.  consisting of the species of Chalceus, to highlight this phylogenetically significant monophyletic group (Figure 13).
Clade 35 (Figure 8) contains the representatives of Acestrorhynchidae, the subfamilies Iguanodectinae and Roestinae, some genera of Characinae and Bryconops. The Iguanodectinae (two valid genera) is placed as the sister group of Bryconops affinis (Figure 8). Mirande  also found a monophyletic Iguanodectinae closely related to a named 'Bryconops' clade. In order to recognize this monophyletic assemblage within the Characiformes, we propose that Iguanodectes, Piabucus and Bryconops be united in the family Iguanodectidae (Figure 13).
Acestrorhynchidae is placed as the sister group of the Roestinae, a subfamily that is presently assigned to the Cynodontidae, along with some species of the Characinae (Gnathocharax, Heterocharax, Hoplocharax) (Figure 8). A close relationship between the Acestrorhynchidae and Roestinae was previously proposed by Lucena and Menezes . Alternatively, Malabarba and Weitzman  questioned the relationship between the Roestinae and Cynodontinae because of the presence in adults of Gilbertolus and Roestes of bony hooks on the fin rays versus the absence of those elaborations in the fins of Cynodon, Rhaphiodon and Hydrolycus. Our results indicate that the Cynodontinae and Roestinae are not closely related, refuting the monophyly of the Cynodontidae of Lucena and Menezes . Mirande  found a monophyletic group composed by Acestrorhynchus pantaneiro and Rhaphiodon vulpinus (the only species of the Cynodontidae analyzed in that study), a hypothesis which is refuted in the present study since Rhaphiodon and the other two genera of the Cynodontinae, are grouped with high support in clade 10 (Figure 7). Lucena  was the first author to propose the monophyly of a clade composed of Gnathocharax, Heterocharax, Hoplocharax and Lonchogenys. Mirande  found the same monophyletic group and proposed the subfamily Heterocharacinae to contain Gnathocharax (not studied by that author), Heterocharax, Hoplocharax and Lonchogenys. Although representatives of Lonchogenys were not analyzed in the present study, a monophyletic group formed by Gnathocharax, Heterocharax and Hoplocharax also was obtained in our results (clade 43, Figures 4, 5, 8). The genera Gnathocharax, Heterocharax, Hoplocharax and Lonchogenys were assigned to the Characinae by Lucena and Menezes  but differ from the other members of this subfamily in several synapomorphies [22, 23]. Therefore, we suggest the retention of the Heterocharacinae (sensu Mirande ) to refer to taxa in clade 43. In order to delimit our clade 39 as monophyletic unit within characiforms we propose that the Acestrorhynchidae as currently defined  be ranked as a subfamily (Acestrorhynchinae); and the group composed by the Roestinae, Heterocharacinae (sensu ) and Acestrorhynchinae, as newly defined, form a more encompassing Acestrorhynchidae (Figure 13).
Another well supported group of note is clade 36 in which the Agoniatinae (both of the recognized species included in our analysis) forms a monophyletic lineage with the Clupeacharacinae (only one recognized species) and the group formed by these taxa is the sister group of Engraulisoma (a single described species). This monophyletic clade is, in turn, the sister group of Triportheus (two of nineteen species included) in the B and ML analyses (Figure 9) or as the sister group of the Triportheinae in the MP analysis (Figure 5). In the B and ML analyses Lignobrycon (a single Recent species) is the sister group of all remaining taxa in the clade 44 (Figures 4, 9). Relationships across the spectrum of these groups were not previously investigated since earlier phylogenetic studies involving characiforms and/or characids included only a few representatives from this clade [22, 23, 30, 32, 33]. Malabarba  found eight synapomorphies supporting a close relationship between Triportheus and Lignobrycon, but it is uncertain whether the intervening taxa in the phylogeny arrived at herein were considered in her analysis. It would be informative to revisit the morphological hypothesis within the context of the results arrived at herein. In order to highlight this monophyletic lineage we expand the Triportheinae to include the genera Agoniates, Clupeacharax, Triportheus, Engraulisoma, and Lignobrycon and recognize it as the Triportheidae (Figure 13).
The Gasteropelecidae (clade 46) is placed as the sister group of the Bryconinae plus Salminus (clade 47, Figures 4, 5, 9), albeit without unanimous support. The three genera of the Gasteropelecidae formed a monophyletic group in which Carnegiella is the sister group of Gasteropelecus (Figure 9). In contrast, Javonillo et al.  found Thoracocharax to be the sister group of Gasteropelecus with Carnegiella the sister group of that clade. In his pre-cladistic analysis of the Gasteropelecidae, Weitzman  considered Carnegiella to be an evolutionary "development" of Gasteropelecus, mainly through structural losses. Subsequently Weitzman  stated that Thoracocharax has a "somewhat more primitive morphology with respect to other members of the Gasteropelecinae (= Gasteropelecidae)" and arose from a common ancestor with Gasteropelecus. He also proposed that Carnegiella "seems to be a neotenic form of Gasteropelecus and directly derived from it". Our results are, thus, congruent with the proposals of Weitzman [67, 68] but not the hypothesis of Javonillo et al. .
A close relationship between Brycon and Salminus (Figure 9) was recognized by Géry  who suggested that the tribe Salminini was part of the Bryconinae. This hypothesis was corroborated in the phylogenetic studies of Ortí and Meyer , Calcagnotto et al. , and Javonillo et al. . Calcagnotto et al.  found that Salminus was placed inside Brycon and Javonillo et al.  found Salminus to be the sister group of the two analyzed species of Brycon. Herein, the monophyly of Brycon was rejected since B. insignis appeared more closely related to Henochilus wheatlandii than it is to B. amazonicus. This would indicate that further studies are necessary to determine whether Henochilus must be synonymized with Brycon I. Mirande  previously proposed the subfamily Salmininae which is corroborated in the present study. To highlight the monophyletic group composed by the Bryconinae and Salmininae we expand the previous concept of the Bryconidae to include the Salmininae (Figure 13).
A strongly supported monophyletic group, clade 37, was observed in all our analysis including what we recognize as the family Characidae (Figures 9, 13). The composition of this group is largely comparable to the taxon of that name previously recognized by Malabarba and Weitzman  and is characterized morphologically by the lack of a supraorbital bone in its members, a synapomorphy of the Characidae as per this definition (Figure 2a, character 2). The sole difference between the Characidae of this study and that of Malabarba and Weitzman  is that under our results the Iguanodectinae is more closely related to Bryconops than it is to the taxa herein assigned to the Characidae (see discussion above).
An additional morphological character potentially supporting the hypothesis of the monophyly of clade 37 is the emergence of the hyoid artery from the anterior ceratohyal proximate to the articulation of that bone with the posterior ceratohyal. This feature noted by Castro , was more recently used by Mirande (; character 178) as a synapomorphy of his node 204 which in that phylogeny included all characiforms without a supraorbital bone.
In all analyses Spintherobolus (clade 50) appears as sister group of all remaining characids in clade 37 (Figure 9). Three of the four recognized species of Spintherobolus were sequenced, excluding the type species (S. papilliferus). This result indicates that the subfamily Cheirodontinae as now defined  is not monophyletic in that the remaining members of the subfamily do not resolve as the sister group of Spintherobolus in this analysis. Recent investigations of the monophyly of the Cheirodontinae and the placement of the Spintherobolus involved only a subset of the members of the subfamily [22, 23, 33, 71] and the results herein indicate that the question should be reinvestigated utilizing more complete intrasubfamilial representation.
The remaining species of the Characidae are included in three clades, each with large numbers of species: clade 52 (Figure 10), clade 54 (Figure 11), and clade 55 (Figure 12) in the Bayesian and ML analyses. Interestingly these three same clades, named clades C, B, and A, respectively, were found in the molecular phylogeny of Javonillo et al.  using sequences of some different genes. Clades 54 and 55 (Figure 9) also form a monophyletic group, as proposed by Javonillo et al. . Clade 55 was recognized by Mirande [22, 23] as a broad Stevardiinae which is partially in agreement with our results and this name was here applied to clade A. In light of the still evolving state of knowledge of many genera and species in the Characidae we prefer to not formally name the clades B, and C as proposed by Javonillo et al. .
Clade 52 (Figure 10) is equivalent to clade C of Javonillo et al. . This is the most species-rich group within the Characiformes with more than 500 species . This clade encompasses the speciose genera Astyanax, Hemigrammus, Hyphessobrycon, and Jupiaba, all of which are polyphyletic according to the results of this study and Moenkhausia which was previously demonstrated to be polyphyletic by Mirande  and Javonillo et al. . Although we found several strongly supported groups discussed below, some basal nodes could not be resolved. Several groups with overall similar morphology and body shape were well supported, such as the group composed by Hollandichthys, Rachoviscus and Bario and the group consisting of Ctenobrycon plus Psellogrammus. An interesting and well supported group was formed by Stygichthys typhlops, a cave fish , and Coptobrycon bilineatus, as sister group of Probolodus heterostomus, Deuterodon iguape and Myxiops aphos. All of these species inhabit very ancient land formations in the northeastern and southeastern regions of Brazil, which are also the areas of residence of primitive lineages in other groups of fishes such as the Trichomycteridae  and Loricariidae .
Clade 52 has the four genera of Stethaprioninae as a monophyletic group, thereby corroborating the hypothesis advanced by Reis  based on morphological evidence. Reis  found that Brachychalcinus and Stethaprion are sister-groups to each other, Orthospinus is sister to that clade, and Poptella is the most basal genus in the group. The phylogenetic relationships found herein (Figure 10) differ from that hypothesis. We also found Gymnocorymbus ternetzi to be the sister group of the Stethaprioninae as proposed by Mirande [22, 23]. The Rhoadsiinae, represented in our study only by Carlana eigenmanni, also falls within clade 52 and is hypothesized to be closely related to Nematobrycon palmeri (Figure 10), a result at variance with the hypothesis of Mirande [22, 23].
The second of the large clades in the Characidae is clade 54 (Figure 11). A similar monophyletic group but represented by a smaller number of taxa was observed in the study by Javonillo et al.  and named clade B by those authors. This group is composed by two main lineages (clades 69 and 70). Within clade 69, clade 71 includes two genera, Exodon and Roeboexodon, now considered incertae sedis in the Characidae, as a monophyletic group that is sister to all remaining taxa in the clade. These species share a number of distinctive external features, most prominent among these being the mammiliform teeth external to the upper jaw. Exodon and Roeboexodon were grouped with Bryconexodon (not analyzed herein) in a monophyletic clade by Mirande  who hypothesized that the group was closely related to the Characinae. In contrast, our study has this group related to a larger clade composed of the Tetragonopterinae, Microschemobrycon casiquiare, and the Characinae (clade 72, Figure 11). A relationship of Exodon with the Tetragonopterinae and Characinae was also proposed by Javonillo et al. .
One of the interesting results in our study was the sister group relationship between Microschemobrycon casiquiare and the Characinae (clade 74, Figure 11). Mirande [22, 23] found Microschemobrycon to be closely related to the other genera in his Aphyoditeinae, a group which had a composition similar to that initially proposed by Géry . The Characinae in our results is similar to the group of that name as defined by Mirande [22, 23] but as noted above, excluding Exodon and Roeboexodon. The Characinae of our study differs from that proposed by Lucena and Menezes  by the exclusion of Gnathocharax, Hoplocharax and Heterocharax (see discussion above). In our results, the two analyzed species of Cynopotamus, C. kincaidi and C. venezuelae do not form a monophyletic group thereby raising questions as to the monophyly of the genus. The Tetragonopterinae, restricted to the genus Tetragonopterus by Reis  is monophyletic and the sister group of the Characinae plus Microschemobrycon. Our data refutes the hypothesis of Mirande  who proposed a large Tetragonopterinae, including several genera which are not related to Tetragonopterus in the present study.
The second large group included in clade B is clade 70 (Figure 11) that is composed by the Aphyocharacinae and several genera currently considered incertae sedis in the Characidae. This group has a composition similar to that of the Aphyocharacinae plus Paragoniatinae of Géry  which was grouped by Mirande  in his redefined Aphyocharacinae (a subfamily that also includes Inpaichthys and Rachoviscus - not sampled in that study). The inclusion of Rachoviscus in the Aphyocharacinae was previously refuted by Thomaz et al. . In our study, Inpaichthys and Rachoviscus belong to clade 52 (Figure 10) while Aphyocharacidium bolivianum appears as the sister group of all members of clade 76. Mirande [22, 23], alternatively, suggested that Aphyocharacidium be included in his Aphyoditeinae. Relationships among these genera in our results differ notably from those proposed by Mirande . In our results, the Aphyocharacinae appears as the sister group of Prionobrama and this group is, in turn, the sister group of the clade composed by Paragoniates, Phenagoniates, Xenagoniates and Leptagoniates. These last four genera share a very characteristic morphology with a very compressed, elongate body and a long anal fin .
The third large group in clade 54 is the subfamily Cheirodontinae (clade 77, Figure 11). As discussed above, however, the position of Spintherobolus at the base of the Characidae renders the Cheirodontinae sensu Malabarba  paraphyletic. The monophyly of the Cheirodontinae was previously supported by Calcagnotto et al. , Mirande  and Javonillo et al.  but without the analysis of a significant number of genera and species, most notably Spintherobolus. The division of the Cheirodontinae into the tribes Compsurini and Cheirodontini  was also not supported by the results of our analysis. Notably, we found that the trans-Andean cheirodontin species, Nanocheirodon insignis and Pseudocheirodon arnoldi, are the sister group of genera and species occurring in the cis-Andean region. This suggests a very old origin for this clade and more inclusive clades, predating the uplift of the northern Andean cordilleras.
Clade 55 (Figure 12) partially corresponds to clade A of Malabarba and Weitzman  who noted the similarity in composition of their clade A to a group proposed by Géry . The monophyly of this clade was corroborated in the taxonomically broad study of Weitzman et al.  and Menezes and Weitzman , and in the analyses of Calcagnotto et al.  and Javonillo et al. , albeit based on a fewer number of analyzed taxa in these latter studies. Inside this group, we found a monophyletic Glandulocaudinae, sensu Menezes and Weitzman  (clade 84, Figure 12) in which Glandulocauda appears as the sister group of Lophiobrycon and with the clade formed by those taxa as the sister group of Mimagoniates. This is the first real test of the hypothesis of the monophyly of the Glandulocaudinae as delimited in recent studies, since only Mimagoniates was analyzed in previous studies [22, 32, 33]. This hypothesis differs from that of Castro et al.  and Menezes and Weitzman  who found Glandulocauda to be the sister group of Mimagoniates and the clade consisting of those taxa as the sister group of Lophiobrycon. An analysis incorporating additional species of Glandulocauda and particularly Mimagoniates is necessary to thoroughly investigate the relationships among these genera.
The second previous recognized characid subfamily found in clade 55 is the Stevardiinae, sensu Weitzman et al. . Although only six of the seventeen recognized genera of the Stevardiinae were included in this study, the results indicate that this subfamily, as proposed by Weitzman et al. , is polyphyletic (Figure 12). Gephyrocharax and Corynopoma (tribe Corynopomini) are the sister group of Pseudocorynopoma (tribe Hysteronotini) with this group the sister group of the Glandulocaudinae. Xenurobrycon and Tyttocharax (tribe Xenurobryconini), appear as more basal clades within clade 79 while Planaltina (tribe Diapomini) appears as more derived but not closely related to the remaining analyzed species of the Stevardiinae, sensu Weitzman et al. .
The most basal group within clade 55 is composed of Markiana nigripinnis and Bryconamericus emperador (clade 78, Figure 12). The inclusion of M. nigripinnis within clade A is a novel hypothesis. Although this species has ii+9 dorsal-fin rays, the plesiomorphic condition according Malabarba and Weitzman , other morphological characteristics including spermatozoa ultrastructure which is very similar to those of the non-inseminating members of clade 55, the presence of only four teeth in the inner premaxillary tooth row, and a short triangular ectopterygoid which is never more than twice the length of the palatine  corroborate the hypothesis that M. nigripinnis belongs to clade 55. Mirande [22, 23] did not find Markiana to be a member of clade A, but did propose a sister group relationship between M. nigripinnis and Bryconamericus scleroparius. Although only two species of Bryconamericus were included in the present study, the genus appears as polyphyletic since B. exodon, the type species of the genus, is hypothesized to be more closely related to Odontostoechus and Hypobrycon than to its nominal congener (Figure 12). A polyphyletic Bryconamericus was also obtained in the analyses by Mirande [22, 23] and Javonillo et al. ; results emphasizing the need for a reappraisal of the limits of the genus. A monophyletic clade composed by Odontostoechus, Hypobrycon and some species of Bryconamericus and Cyanocharax was proposed by Javonillo et al.  and parallels the results of this study. The sister group of these genera in our analysis is the clade composed by Piabina argentea and Piabarchus analis. Our study is the first one to investigate the relationships of Piabarchus and this conclusion runs counter to the hypothesis of a sister group relationship between Piabina and Creagrutus proposed by Vari and Harold  and Mirande [22, 23] based on morphological characters, but not that arrived at by Javonillo et al.  in their molecular analysis. A final monophyletic lineage within clade 55 is composed of Knodus meridae (the type species of the genus), Bryconadenos tanaothoros, and Ceratobranchia cf. delotaenia (Figure 12). A sister group relationship between Knodus and Bryconadenos was previously suggested by Weitzman et al.  and corroborated by Javonillo et al. . Leaving aside differences in the included species, Mirande's  concept of the Stevardiinae is equivalent to clade 55 of this study other than for the addition of Markiana nigripinnis. As discussed previously the concept of the Stevardiinae proposed by Weitzman et al.  differs significantly from our results. We consequently recognize clade 55 as the Stevardiinae in the sense of Mirande  expanded to include Markiana nigripinnis.
The definition of the Characidae (our clade 37) as proposed herein (Figure 13) is the most significant contribution of the present study, with both molecular (B = 1, ML = 100, MP = 92) and morphological evidence (lack of a supraorbital bone and emergence of the hyoid artery from the posterior portion of the anterior ceratohyal) supporting the recognition of a proposed monophyletic group encompassing approximately one-half of all Recent characiforms.
As noted in the introductory comments, the Characiformes in general and within that order, the Characidae in particular, are speciose assemblages encompassing a number of very distinctive taxa. The results of the present analysis of a large number of species including on the one hand representatives of all of the main lineages of the Characiformes and on the other a large dataset including genes with slow to moderate evolutionary rates provided insight into the phylogenetic relationships of a number of previously problematic taxa. Most notable among these were various genera previously placed as incertae sedis within the Characidae. These results demonstrate that this combination of large numbers of taxa and large datasets should be a productive method for future investigations of phylogenetic relationships among large groups such as the Characiformes. Such future analysis both within the Characiformes and in other groups will presumably provide insight as to the degree to which differences in results between studies with varying degree of taxonomic inclusiveness are a function of the absence of critical taxa versus inadequate datasets resulting in poor degrees of phylogenetic resolution. Notwithstanding the fact that the present study was based on multiple genes and the largest number of species to date in a molecular analysis of the Characiformes, future studies including additional genera and particularly species of species-rich genera are necessary to resolve the questions noted in the discussion and to further improve our understanding of phylogenetic relationships across the Characiformes.
We thank all the individuals and institutions who assisted us in the collection and identification of the specimens that served as the basis for this study, with special thanks to Mauro Nirchio, Universidad de Oriente, for the donation of tissue samples from Venezuela, Oris Sanjur, Smithsonian Tropical Research Institute, for the donation of tissue samples from Panama, Martha Valdez-Moreno, El Colegio de la Frontera Sur, for the donation of tissue samples from Mexico, Hernán Ortega, Museo de Historia Natural, Universidad Nacional Mayor de San Marcos, for the donation of tissue samples from Peru, the American Museum of Natural History for the donation of tissue samples of some Cheirodontinae, and Osvaldo T. Oyakawa, Janice Cunha, Caroline Doria, Riviane Garcez, and Gislene Torrente-Vilara for the donation of tissue samples from several regions within Brazil. We also thank Markus Alexandrou for his help with the Bayesian analyses. The manuscript was substantially improved with the help of the Associated Editor of BMC and three anonymous reviewers. This study is part of the FAPESP (Fundação de Apoio à Pesquisa do Estado de São Paulo) Thematic Project "Phylogenetic relationships in the Characidae (Ostariophysi: Characiformes) (FAPESP grant number 04/09219-6, R.M.C. Castro, Principal Investigator). The first and eighth authors are CNPq (Conselho Nacional de Desenvolvimento Científico e Tecnológico do Brasil) researchers (CNPq grants numbers 309632/2007-2, 303854/2009-0, respectively). The second, third, fourth and fifth authors were supported by FAPESP (06/05744-4, 06/06749-0, 06/04551-8, 06/00545-3, respectively). A Research Coordination Network (RCN) grant from the U.S. National Science Foundation (DEB-0443470, PI = G. Ortí) provided funding for a student exchange program supporting the fourth author.
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