<?xml version="1.0" encoding="UTF-8"?><article article-type="normal" xml:lang="en">
   <front>
      <journal-meta>
         <journal-id journal-id-type="publisher-id">PALEVO</journal-id>
         <issn>1631-0683</issn>
         <publisher>
            <publisher-name>Elsevier</publisher-name>
         </publisher>
      </journal-meta>
      <article-meta>
         <article-id pub-id-type="pii">S1631-0683(13)00041-9</article-id>
         <article-id pub-id-type="doi">10.1016/j.crpv.2013.02.003</article-id>
         <article-categories>
            <subj-group subj-group-type="type">
               <subject>Research article</subject>
            </subj-group>
            <subj-group subj-group-type="heading">
               <subject>General palaeontology, systematics, evolution (Evolutionary patterns)</subject>
            </subj-group>
         </article-categories>
         <title-group>
            <article-title>Birds perching on bushes: Networks to visualize conflicting phylogenetic signals during early avian radiation</article-title>
            <trans-title-group xml:lang="fr">
               <trans-title>Des oiseaux perchés sur des arbustes : réseaux pour visualiser les conflits phylogénétiques au cours de la radiation évolutive des oiseaux</trans-title>
            </trans-title-group>
         </title-group>
         <contrib-group content-type="editors">
            <contrib contrib-type="editor">
               <name>
                  <surname>Laurin</surname>
                  <given-names>Michel</given-names>
               </name>
               <email/>
            </contrib>
         </contrib-group>
         <contrib-group content-type="authors">
            <contrib contrib-type="author" corresp="yes">
               <name>
                  <surname>Hernandez-Lopez</surname>
                  <given-names>Antonio</given-names>
               </name>
               <email>antonio.hernandezlopez@univ-provence.fr</email>
               <xref rid="aff0005" ref-type="aff">
                  <sup>a</sup>
               </xref>
               <xref rid="aff0010" ref-type="aff">
                  <sup>b</sup>
               </xref>
            </contrib>
            <contrib contrib-type="author">
               <name>
                  <surname>Raoult</surname>
                  <given-names>Didier</given-names>
               </name>
               <xref rid="aff0010" ref-type="aff">
                  <sup>b</sup>
               </xref>
            </contrib>
            <contrib contrib-type="author">
               <name>
                  <surname>Pontarotti</surname>
                  <given-names>Pierre</given-names>
               </name>
               <xref rid="aff0005" ref-type="aff">
                  <sup>a</sup>
               </xref>
            </contrib>
            <aff-alternatives id="aff0005">
               <aff>
                  <label>a</label> Aix-Marseille université, LATP UMR CNRS 7353, « Évolution biologique et modélisation », case 19, 3, place Victor-Hugo, 13331 Marseille cedex 3, France</aff>
               <aff>
                  <label>a</label>
                  <institution>Aix-Marseille université</institution>
                  <institution>LATP UMR CNRS 7353</institution>
                  <institution>« Évolution biologique et modélisation »</institution>
                  <institution>case 19</institution>
                  <addr-line>3, place Victor-Hugo</addr-line>
                  <city>Marseille cedex 3</city>
                  <postal-code>13331</postal-code>
                  <country>France</country>
               </aff>
            </aff-alternatives>
            <aff-alternatives id="aff0010">
               <aff>
                  <label>b</label> Unité des rickettsies, faculté de médecine, UMR CNRS 6020, 13385 Marseille, France</aff>
               <aff>
                  <label>b</label>
                  <institution>Unité des rickettsies</institution>
                  <institution>faculté de médecine</institution>
                  <institution>UMR CNRS 6020</institution>
                  <city>Marseille</city>
                  <postal-code>13385</postal-code>
                  <country>France</country>
               </aff>
            </aff-alternatives>
         </contrib-group>
         <pub-date-not-available/>
         <volume>12</volume>
         <issue seq="2">6</issue>
         <issue-id pub-id-type="pii">S1631-0683(13)X0007-7</issue-id>
         <issue-title>Systematics beyond Phylogenetics / La systématique au-delà de la phylogénétique</issue-title>
         <fpage seq="0" content-type="normal">333</fpage>
         <lpage content-type="normal">337</lpage>
         <history>
            <date date-type="received" iso-8601-date="2012-10-23"/>
            <date date-type="accepted" iso-8601-date="2013-02-20"/>
         </history>
         <permissions>
            <copyright-statement>© 2013 Académie des sciences. Published by Elsevier B.V. All rights reserved.</copyright-statement>
            <copyright-year>2013</copyright-year>
            <copyright-holder>Académie des sciences</copyright-holder>
         </permissions>
         <self-uri xmlns:xlink="http://www.w3.org/1999/xlink" content-type="application/pdf" xlink:href="main.pdf">
                        Full (PDF)
                    </self-uri>
         <abstract abstract-type="author">
            <p id="spar0005">Hybridization is increasingly seen as an important source of adaptive genetic variation and biotic diversity. Recent phylogenetic studies on the early evolution of birds suggest that the early diversification of neoavian orders perhaps involved a period of extensive hybridization or incomplete lineage sorting. Phylogenetic error, saturation, long-branch attraction, and convergence make it difficult to detect ancient hybridization events and differentiate them from incomplete lineage sorting using sequence data. We used recently published retroposon marker data to visualize the early radiation of Neoaves within a phylogenetic network approach, and found that the most basal neoavian taxa indeed show a complex pattern of reticulated relationships. Moreover, the reticulation levels of different parts of the network are consistent with the insertion pattern of the retroposon elements. The use of network-based analyses on homoplasy-free data shows true conflicting signals and the taxa involved that are not represented in trees.</p>
         </abstract>
         <trans-abstract abstract-type="author" xml:lang="fr">
            <p id="spar0010">L’hybridation est de plus en plus perçue comme une importante source de variations génétiques adaptatives et de diversité biologique. Des études phylogénétiques récentes sur l’évolution des oiseaux suggèrent que la diversification précoce des ordres de Neoaves ait peut-être compris une période d’hybridation extensive ou de tri incomplet des lignées. En raison des erreurs phylogénétiques, de la saturation, de l’attraction des branches longues et de la convergence, il est très difficile de détecter des événements anciens d’hybridation et de les différencier du tri incomplet des lignées avec des données de séquence. Nous avons utilisé des marqueurs rétroposons récemment publiés pour visualiser le rayonnement ancien des Neoaves, en utilisant une approche par réseau phylogénétique. On a constaté que les taxons les plus basaux des Neoaves montrent, en effet, un ensemble complexe de relations réticulées. De plus, les niveaux de réticulation des différentes parties du réseau sont compatibles avec le modèle d’insertion des éléments rétroposons. L’utilisation des analyses de réseaux plus sophistiqués et rigoureux, basés sur des données sans homoplasie, va certainement aider à détecter des événements d’hybridation anciens et à les différencier du tri incomplet des lignées.</p>
         </trans-abstract>
         <kwd-group>
            <unstructured-kwd-group>Adaptive radiation, Reticulate evolution, Phylogenetic networks, Transposable elements</unstructured-kwd-group>
         </kwd-group>
         <kwd-group xml:lang="fr">
            <unstructured-kwd-group>Radiation adaptative, Évolution réticulée, Réseaux phylogénétiques, Éléments transposables</unstructured-kwd-group>
         </kwd-group>
         <custom-meta-group>
            <custom-meta>
               <meta-name>presented</meta-name>
               <meta-value>Presented by Philippe Taquet</meta-value>
            </custom-meta>
         </custom-meta-group>
      </article-meta>
   </front>
   <body>
      <sec id="sec0005">
         <label>1</label>
         <title id="sect0025">Trees vs. networks</title>
         <p id="par0005">The use of bifurcating trees as evolutionary models has greatly facilitated the discussion and testing of phylogenetic and evolutionary hypotheses. However, it is well known that such models poorly describe more complex evolutionary scenarios, particularly when reticulate events such as horizontal gene transfer, gene duplication, or recombination are involved (<xref rid="bib0065" ref-type="bibr">Huson and Bryant, 2006</xref>). Hybridization is of particular importance because gene flow between species can bring together adaptive variation from divergent genetic lineages for selection to act upon. Although the extent of its evolutionary significance remains controversial (<xref rid="bib0155" ref-type="bibr">Seehausen, 2004</xref>), it is increasingly seen as an important process for generating biotic diversity (<xref rid="bib0005" ref-type="bibr">Arnold, 1997</xref>, <xref rid="bib0025" ref-type="bibr">Ferguson and Sang, 2001</xref> and <xref rid="bib0140" ref-type="bibr">Rieseberg et al., 2003</xref>) and as a comparable, or even greater, source of adaptive genetic variation than mutation (<xref rid="bib0010" ref-type="bibr">Arnold and Martin, 2009</xref>, <xref rid="bib0040" ref-type="bibr">Grant and Grant, 1996</xref> and <xref rid="bib0090" ref-type="bibr">Kunte et al., 2011</xref>). Because hybridization is more common between closely related species, species-rich groups that are undergoing rapid adaptive radiations are those that hybridize most (<xref rid="bib0035" ref-type="bibr">Gourbière and Mallet, 2010</xref>, <xref rid="bib0135" ref-type="bibr">Price and Bouvier, 2002</xref> and <xref rid="bib0155" ref-type="bibr">Seehausen, 2004</xref>). If hybrid speciation takes place commonly in natural populations, it might also have played a major role in the origin and divergence of both major lineages and individual species. Hybridization is often inferred from incongruence among gene trees from independent loci (<xref rid="fig0005" ref-type="fig">Fig. 1</xref>B; <xref rid="bib0095" ref-type="bibr">Linder and Rieseberg, 2004</xref>) or from trees in which species are not monophyletic (<xref rid="bib0030" ref-type="bibr">Funk and Omland, 2003</xref>). However, it is extremely difficult to detect the signal of a basal hybrid gene flow deep in a phylogeny using DNA sequence data, because phylogenetic reconstruction errors and artefacts based on sequence data induced by phenomenon such as long-branch attraction, biased nucleotide compositional effects, saturation and perhaps even convergence due to selection, make distinguishing any weak remaining signal very difficult.</p>
         <p id="par0010">Processes other than hybridization, such as gene duplication (<xref rid="bib0175" ref-type="bibr">Small et al., 2004</xref>) and incomplete lineage sorting (<xref rid="bib0015" ref-type="bibr">Buckley et al., 2006</xref>, <xref rid="bib0055" ref-type="bibr">Holder et al., 2001</xref>, <xref rid="bib0070" ref-type="bibr">Huson et al., 2005</xref>, <xref rid="bib0080" ref-type="bibr">Joly et al., 2009</xref>, <xref rid="bib0100" ref-type="bibr">Machado et al., 2002</xref>, <xref rid="bib0150" ref-type="bibr">Sang and Zhong, 2000</xref> and <xref rid="bib0195" ref-type="bibr">Wang et al., 1997</xref>), can also produce incongruent gene–species phylogenies (<xref rid="fig0005" ref-type="fig">Fig. 1</xref>A). Gene duplication is of more concern for recent divergences, because duplicated genes tend to diverge rapidly, and end up becoming sub-functional, acquiring new functions, or losing function and being lost. Incomplete lineage sorting refers to the retention and incomplete random sorting of alleles at many loci independently because the intervals between divergence events were brief (<xref rid="fig0005" ref-type="fig">Fig. 1</xref>C). This is more likely if the effective population sizes are large relative to the divergence time after a speciation event. In this case, genetic drift is unlikely to have time to bring genes to fixation before subsequent divergences (<xref rid="bib0125" ref-type="bibr">Pamilo and Nei, 1988</xref>).</p>
         <p id="par0015">Retroposons (RTs) are highly repetitive mobile sequences that transpose into eukaryotic DNA through RNA intermediates. In many species, RTs are a ubiquitously dispersed feature of the whole genome, often constituting a significant (∼ 10%) mass fraction of total DNA. RTs cause mutations both by their retro-transposition within genes and by unequal recombination, and are widely considered examples of ‘selfish’ or ‘parasitic’ DNA. RTs have proven to be excellent markers for phylogenetic analysis: their mode of evolution is predominantly homoplasy-free, because they do not insert in the same locus of two unrelated lineages, and unidirectional, because they are not precisely excised from a locus with the flanking sequences preserved (<xref rid="bib0165" ref-type="bibr">Shedlock and Okada, 2000</xref>). The use of RTs for diagnosing common ancestry is being expanded to examine the differential sorting of lineages through the course of speciation events. They have been used to show that hippopotamuses are the closest living relatives of whales (<xref rid="bib0120" ref-type="bibr">Nikaido et al., 1999</xref> and <xref rid="bib0160" ref-type="bibr">Shimamura et al., 1997</xref>), to determine phylogenetic relationships among cichlid fishes (<xref rid="bib0185" ref-type="bibr">Takahashi et al., 2001</xref> and <xref rid="bib0190" ref-type="bibr">Terai et al., 2003</xref>), and to elucidate the phylogeny of eight Primate species, providing the strongest evidence yet that chimps are the closest living relatives of humans (<xref rid="bib0145" ref-type="bibr">Salem et al., 2003</xref>).</p>
         <p id="par0020">Incongruent insertion patterns revealed by ancient fixed RT loci contain information that can be useful in detecting cases of incomplete lineage sorting/hybridization that are otherwise obscured by accumulated mutations, homoplasy and phylogenetic uncertainty in sequence data (<xref rid="bib0020" ref-type="bibr">Churakov et al., 2009</xref> and <xref rid="bib0170" ref-type="bibr">Shedlock et al., 2004</xref>). Among vertebrates, birds are particularly prone to hybridization (reviewed and summarized in <xref rid="bib0105" ref-type="bibr">Mallet, 2005</xref>). Phylogenetic evidence suggests that the early diversification of neoavian orders most likely occurred in a rapid adaptive radiation more than 65 million years ago (<xref rid="bib0045" ref-type="bibr">Hackett et al., 2008</xref>, <xref rid="bib0050" ref-type="bibr">Haddrath and Baker, 2012</xref>, <xref rid="bib0110" ref-type="bibr">Matzke et al., 2012</xref>, <xref rid="bib0130" ref-type="bibr">Poe and Chubb, 2004</xref> and <xref rid="bib0180" ref-type="bibr">Suh et al., 2011</xref>), and that rapid adaptive radiations have been abundant during both early and ongoing bird radiations (<xref rid="bib0075" ref-type="bibr">Jetz et al., 2012</xref>). Attempts to resolve the higher-level phylogenetic relationships have resulted in contradictory or unresolved relationships at deep nodes (<xref rid="bib0115" ref-type="bibr">Mayr, 2011</xref>). RTs have been useful to clarify relationships between game birds (<xref rid="bib0085" ref-type="bibr">Kriegs et al., 2007</xref>), and in a recent study, <xref rid="bib0110" ref-type="bibr">Matzke et al. (2012)</xref> used chicken repeat 1 (CR1) RT markers to elucidate the early radiation of Neoaves. Because there is a high percentage of discordant retroposons found in neoavian orders, the authors suggest a rapid ancestral radiation of Neoaves characterized by insertion polymorphism and incomplete lineage sorting (and perhaps hybridization). Phylogenetic networks have an important role to play in the representation and eventual reconstruction of evolutionary history when applied to RT-type data. Implicit models such as split networks are very useful for exploring and visualizing the different signals in a data set, whereas explicit models such as hybridization and recombination networks can be used to model reticulate evolution.</p>
         <p id="par0025">Median networks, a type of unrooted phylogenetic networks, are particularly suited to visualize conflicting data in a set of binary characters on a set of taxa, such as the presence/absence of CR1 insertion data. In a median network, every sequence of characters is represented by a node, and additional nodes represent unobserved characters (i.e. insertion patterns). Two nodes are connected by an edge only if they differ by one character (as when used to visualize haplotype relationships). We used the 12 retroposon markers used by <xref rid="bib0110" ref-type="bibr">Matzke et al. (2012)</xref> and the four conflicting markers used by <xref rid="bib0180" ref-type="bibr">Suh et al. (2011)</xref> to construct a median-joining split network as implemented in SplitsTree4, with count-splits filter. In this case, the CR1 presence/absence data are analogous to a group of haplotypes, and the network represents the relationships among them (i.e. each “haplotype” is the insertion pattern of the 16 markers for each species).</p>
      </sec>
      <sec id="sec0010">
         <label>2</label>
         <title id="sect0030">Taxa with conflicting patterns of chicken repeat 1 insertions</title>
         <sec>
            <p id="par0030">The network has three regions with different levels of reticulation: the ratites–tinamou–Galloanseres branch and the “landbirds” branch with low reticulation, and the basal Neoaves species with high reticulation (<xref rid="fig0010" ref-type="fig">Fig. 2</xref>). Six retroposon loci published by <xref rid="bib0110" ref-type="bibr">Matzke et al. (2012)</xref> exhibited inconsistent mosaic presence/absence insertion patterns that indicate ancestral polymorphisms. These polymorphic markers are of questionable phylogenetic value, but can provide valuable information about the historical population dynamics during speciation and offer compelling evidence for incomplete lineage sorting or ancestral hybridization effects (<xref rid="bib0110" ref-type="bibr">Matzke et al., 2012</xref>). The high reticulation (higher number of reticulate nodes, as opposed to bifurcating nodes) in the Neoaves part of the network (<xref rid="fig0010" ref-type="fig">Fig. 2</xref>) corresponds to the polymorphic mosaic loci, and is consistent with a rapid radiation scenario. But, whereas in the phylogenetic tree of Matzke et al., the more basal species in the Neoaves group show comb-like unresolved relationships, they are grouped in the higher reticulation part of the network, and there are clearly different reticulation levels within Neoaves (retroposon insertions mark dividing nodes between reticulated/less-reticulated parts of the network, i.e. the “Landbirds” divide; <xref rid="fig0010" ref-type="fig">Fig. 2</xref> following Figure 1 in <xref rid="bib0110" ref-type="bibr">Matzke et al., 2012</xref>).</p>
         </sec>
         <sec>
            <p id="par0035">Because the probability of RT elements transposing twice independently at the same position is negligible, and the precise loss of an entire retroposon after its fixation in the genome is extremely rare and very unlikely to happen in multiple genomes, incomplete lineage sorting was the most parsimonious conclusion derived from the contradictory retroposon insertion patterns (<xref rid="bib0110" ref-type="bibr">Matzke et al., 2012</xref>). Conflicts in ancient population relationships can be better represented, in terms of taxa involved and levels of reticulation (i.e. conflict), by the representation as a “haplotype” network, as shown on <xref rid="fig0010" ref-type="fig">Fig. 2</xref>. This pattern can better represent the complicated radiation during the early radiation of Neoaves, and how it slowed down and eventually disappeared along the edge leading to Passerines (zebra finch), parrots and falcons. Although a simple analysis such as the one we used here cannot definitely distinguish between incomplete lineage sorting and hybridization, it does highlight the extent of taxa involved in reticulate evolution. The implementation of more accurate hybridization and phylogenetic network analyses (<xref rid="bib0060" ref-type="bibr">Holland et al., 2008</xref>, <xref rid="bib0200" ref-type="bibr">Yu et al., 2011</xref> and <xref rid="bib0205" ref-type="bibr">Yu et al., 2012</xref>) on presence/absence data (i.e. free from homoplasy) could help achieve a more precise differentiation of hybridization versus incomplete lineage sorting, and further exploration along these lines is certainly needed to shed light on ancient adaptive radiations underlying major groups. However, given that:<list>
                  <list-item id="lsti0005">
                     <label>•</label>
                     <p id="par0040">hybridization is common in a wide range of contemporary species (<xref rid="bib0105" ref-type="bibr">Mallet, 2005</xref>);</p>
                  </list-item>
                  <list-item id="lsti0010">
                     <label>•</label>
                     <p id="par0045">adaptive radiations have been, and still are, widespread in all bird groups (<xref rid="bib0075" ref-type="bibr">Jetz et al., 2012</xref>), hybridization could also be responsible for the observed reticulation patterns of RT insertions during an ancient adaptive radiation.</p>
                  </list-item>
               </list>
            </p>
         </sec>
      </sec>
   </body>
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   <floats-group>
      <fig id="fig0005">
         <label>Fig. 1</label>
         <caption>
            <p id="spar0015">Schematic representation of two processes that result in incongruent gene versus species trees. A. Congruent gene and species trees. B. Ancient hybridization and introgression of the dark-blue allele soon after a speciation event result in incongruent trees. C. The random retention and coalescence of the dark-blue allele soon after speciation (ILS) lead to the same relationship as in tree in B, hence the difficulty in distinguish between the two.</p>
         </caption>
         <caption xml:lang="fr">
            <p id="spar0020">Représentation schématique de deux processus qui aboutissent à des arbres de gènes et d’espèces incongrus. A. Arbres de gènes et d’espèces congruents. B. L’hybridation ancienne et l’introgression de l’allèle bleu foncé à la suite d’un événement ancien de spéciation ont pour résultat des arbres incongrus. C. La rétention aléatoire et la coalescence de l’allèle bleu foncé, peu après la spéciation (ILS), conduisent à la même relation que dans l’arbre B, d’où la difficulté de distinguer entre les deux.</p>
         </caption>
         <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="main.assets/gr1.jpg"/>
      </fig>
      <fig id="fig0010">
         <label>Fig. 2</label>
         <caption>
            <p id="spar0025">Median-Joining split network for 16 chicken repeat 1 retroposon presence/absence data. Neoaves and “Landbirds” clades are delimited by the horizontal and transversal lines, respectively, according to Figure 1 in <xref rid="bib0110" ref-type="bibr">Matzke et al. (2012)</xref>. Grey circles represent the insertion patterns of retroposed chicken repeat 1 elements corresponding to <xref rid="bib0110" ref-type="bibr">Matzke et al. (2012)</xref> reconstruction.</p>
         </caption>
         <caption xml:lang="fr">
            <p id="spar0030">
               <italic>Median-Joining split network</italic> pour les données de présence/absence des marqueurs rétroposons. Le groupe des Neoaves et le groupe des oiseaux terrestres, correspondant à ceux de la Figure 1 dans <xref rid="bib0110" ref-type="bibr">Matzke et al. (2012)</xref>, sont délimités par les lignes horizontales et transversales, respectivement. Les cercles gris représentent les points d’insertion des éléments <italic>chicken repeat 1</italic> correspondant à la reconstruction de <xref rid="bib0110" ref-type="bibr">Matzke et al. (2012)</xref>.</p>
         </caption>
         <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="main.assets/gr2.jpg"/>
      </fig>
   </floats-group>
</article>