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Hybridization in headwater regions, and the role of rivers as drivers of speciation in
Amazonian birds
Jason T. Weir, Maya S. Faccio, Paola Pulido-Santacruz, Alfredo Barrera-Guzmán, and Alexandre Aleixo
Version Post-print/accepted manuscript
Citation (published version)
Weir, J. T., Faccio, M. S., Pulido‐Santacruz, P., Barrera‐Guzmán, A. O., & Aleixo, A. (2015). Hybridization in headwater regions, and the role of rivers as drivers of speciation in Amazonian birds. Evolution, 69(7), 1823-1834.
Publisher’s Statement This is the peer reviewed version of the following article: Weir, J. T., Faccio, M. S., Pulido‐Santacruz, P., Barrera‐Guzmán, A. O., & Aleixo, A. (2015). Hybridization in headwater regions, and the role of rivers as drivers of speciation in Amazonian birds. Evolution, 69(7), 1823-1834.which has been published in final form at https://doi.org/10.1111/evo.12696. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions.
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Hybridization in headwater regions, and the role of rivers as
drivers of speciation in Amazonian birds
Journal: Evolution
Manuscript ID: 15-0028.R2
Manuscript Type: Original Article
Date Submitted by the Author: n/a
Complete List of Authors: Weir, Jason; University of Toronto Scarborough, Biological Sciences Faccio, Maya; University of Toronto, Ecology and Evolutionary Biology Pulido-Santacruz, Paola; University of Toronto, Ecology and Evolutionary Biology Barrera-Guzman, Alfredo; University of Toronto, Ecology and Evolutionary Biology Aleixo, Alexandre; Museu Paraense Emílio Goeldi, Dept. of Zoology
Keywords: Hybridization, Gene Flow, Biogeography, Reproductive Isolation
1
Hybridization in headwater regions, and the role of rivers as drivers of speciation in Amazonian birds. 1
Jason T. Weir1,2,*
, Maya S. Faccio2, Paola Pulido-Santacruz
2, Alfredo Barrera-Guzmán
2, Alexandre Aleixo
3 2
1) Department of Biological Sciences, University of Toronto Scarborough, Toronto, Canada3
2) Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, Canada4
3) Department of Zoology, Museu Paraense Emílio Goeldi, Belém, Brazil5
* to whom correspondence should be addressed: [email protected]
Key Words 7
Hybrid Zone, River barriers, gene flow, biogeography 8
9
Running Title: Hybridization in Amazonian headwaters 10
11
Corresponding Author Jason T. Weir 12
Address: Department of Biological Sciences. University of Toronto Scarborough, 1265 Military trail. 13
Toronto, Ontario, Canada. M1C 1A4. Fax: 416-287-7676 E-mail: [email protected] 14
15
Word Count: 6444 16
Figure Count: 4 17
Table Count: 0 18
19
Data Archival: Mitochondrial DNA sequences: Genbank accessions in Table S1; SNP datasets deposited 20
in Dryad doi (upon acceptance). Sampling locations in Table S1 21
22
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Abstract 23
Many understory birds and other groups form genetically differentiated subspecies or closely related 24
species on opposite sides of major rivers of Amazonia, but are proposed to come into geographic 25
contact in headwater regions where narrower river widths may present less of a dispersal barrier. 26
Whether such forms hybridize in headwater regions is generally unknown, but has important 27
implications to our understanding of the role of rivers as drivers of speciation. We used a dataset of 28
several thousand SNPs to show that seven taxon pairs which differentiate across a major Amazonian 29
river come into geographic contact and hybridize in headwater regions. All taxon pairs possessed 30
hybrids with low numbers of loci in which alleles were inherited from both parental species, suggesting 31
they are backcrossed with parentals, and indicating gene flow between parental populations. Ongoing 32
gene flow challenges rivers as the sole cause of in situ speciation, but is compatible with the view that 33
the wide river courses in the heart of Amazonia may have driven interfluvial divergence during episodes 34
of wet forest retraction away from headwater regions. Taxa as old as 4 Ma in our Amazonian dataset 35
continue to hybridize at contact zones, suggesting reproductive isolation evolves at a slow pace. 36
37
Introduction 38
Despite its exceptional species richness, little is understood about the historical factors that 39
contributed to species accumulation within the Amazon basin. Factors such as repeated immigration 40
into the Amazon from outside sources, and low levels of extinction within the basin could have 41
promoted species accumulation (see Fjeldså 1994). Nevertheless, in situ speciation within the Amazon 42
basin appears to have contributed importantly to species richness. For example, many groups of 43
Amazonian birds, mammals and other taxa, possess widespread superspecies complexes comprised of 44
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multiple allopatric species or subspecies that occupy different geographic regions within Amazonia (e.g. 45
Haffer 1974). These biogeographic patterns demonstrate that Amazonia is actively producing new taxa 46
(both species and subspecies) which contribute to its species richness. While the important role of in 47
situ speciation is undisputed, the primary driving mechanisms of speciation within Amazonia are poorly 48
understood. 49
Early naturalists like Wallace, Bates and others made the observation that major Amazonian 50
rivers often formed barriers to geographically-replacing taxa, with closely related species or subspecies 51
occupying opposing river banks (Wallace 1853, 1854 1876; Bates 1863). The subsequent accumulation 52
of museum specimen records since the pioneering efforts in the nineteenth century have confirmed 53
these early observations (Hellmayr 1910; Hershkovitz 1977; Ayres and Clutton-Brock 1992; Hayes and 54
Seawall 2004), and have further shown that major Amazonian rivers generally form the geographic 55
divisions between adjacent centers of endemism in which multiple co-distributed superspecies 56
complexes often share similar geographic patterns of replacement of their respective members across 57
the same rivers. For example, in birds, major Amazonian centers of endemism are largely delimited by 58
the Rio Negro, Rio Amazonas, Rio Madeira, Rio Tapajós, Rio Xingu, Rio Tocantins, and their tributaries, 59
with endemic species occurring in the interfluves between these river systems (Fig. 1; Cracraft 1985; 60
Silva et al. 2005). Similar patterns have been found for Amazonian primates (Ayres and Clutton-Brock 61
1992), but not for rodents (Patton et al. 1994; but this study investigated a river not generally thought to 62
present a strong barrier to dispersal). These observations led to the suggestion that rivers themselves 63
(and their floodplains) may act as biogeographic barriers, retarding gene flow and promoting allopatric 64
speciation in Amazonia, either through vicariance of once widespread species following formation of 65
rivers, or subsequent to rare dispersal events across or around river barriers (River-barrier hypothesis 66
hereafter, Sick 1967; Willis 1969; Hershkovitz 1977; Capparella 1988). 67
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Haffer (1969, 1974) and others (e.g. Vamzolini and Willians 1970; Prance 1973, 1982; Brown et 68
al. 1974) challenged the role of river-barriers as the engines of Amazonian speciation. These authors 69
suggested that dry periods, primarily during Pleistocene glacial maxima, resulted in the contraction of 70
Amazonian wet forest into a series of geographically isolated refugia where speciation occurred (Refuge 71
hypothesis). During wetter interglacials, newly diverged species expanded their ranges outwards, with 72
many species expanding until they reached major Amazonian rivers. River barriers were thus considered 73
of secondary importance as speciation had already occurred within refugia. Proponents of the Refuge 74
hypothesis observed that many Amazonian species complexes possess contact zones between 75
geographically-replacing species that do not coincide with river barriers, or that coincide with rivers only 76
along part of the geographic ranges (e.g. Haffer 1997). These patterns were interpreted as evidence that 77
range expansion from forest refugia was not always hindered by rivers. Haffer (1997) also pointed to 78
headwater regions as posing a serious problem for the River-barrier hypothesis. While rivers might be 79
formidable barriers to dispersal along their wide, lower stretches (e.g. the Rio Tapajós can exceed 20km 80
in width), in headwater regions the width of these rivers often narrows to as little as 70m (e.g. 81
headwaters of the Rio Teles Pires; see Fig. 1) where they may no longer function as dispersal barriers. 82
Gene flow through headwater regions could prevent differentiation of species in adjacent river 83
interfluves, and has remained a key argument against the River-barrier hypothesis. 84
There has been limited study of whether gene flow is widespread in headwater regions, and 85
most evidence has been based on morphological patterns hinting at intergradation in these regions for 86
select taxa (see Haffer 1997; Naka et al. 2012). Genetic evidence of gene flow across headwater regions 87
is limited in birds. Based on an analysis of nuclear markers in Glyphorynchus spirurus along a section of 88
the Rio Madeira located towards (but still far from) headwater regions, Fernandes et al. (2013) revealed 89
a single genetically admixed individual between deeply diverged genetic phylogroups that occur on 90
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opposite banks of this river. Similarly, multilocus data indicate small levels of gene flow in headwater 91
regions of the Rio Xingu between deeply diverged forms of the antshrike Thamnophilus aethiops that 92
occur on opposite sides of this river (Thom and Aleixo 2015). A mitochondrial based genetic study of 76 93
taxa pairs separated by the Rio Negro in northern Amazonia found that the Rio Negro or its tributary, 94
the Rio Branco, continued to delineate geographic ranges towards headwater regions in all but 13 pairs 95
(Naka et al. 2012). Those results suggest that rivers may continue to be sufficient barriers promoting 96
divergence for most taxa, even towards the northern periphery of wet forest in Amazonia. In Southern 97
Amazonia, Bates et al. (2004) investigated mitochondrial genetic differentiation across a small section of 98
the Rio Teles Pires that approaches headwater regions (Fig. 1). The Rio Teles Pires is the major tributary 99
flowing into the Rio Tapajós, and together this river system delimits the boundaries between the 100
Rondônia and Tapajós centers of endemism, with many endemic species and subspecies demarcated 101
along much of the length of this river system (Fig. 2). The mitochondrial data demonstrated genetic 102
breaks coinciding with the river for six of the 10 species studied, and highlighted the importance of the 103
river-barrier effect (despite the river being as narrow as 100m at this point) even towards the 104
headwaters. The authors concluded that gene flow in this headwater region seemed unlikely. However, 105
forests capable of supporting many Amazonian wet forest taxa extend another 400 km both to the south 106
and to the east of this Teles Pires study site (an area poorly represented in ornithological collections), 107
and it remains unknown if Amazonian taxa extend into these regions and merge genetically at contact 108
zones (Haffer 1992). 109
What is needed is a clear assessment of whether taxa come into geographic contact in 110
headwater regions and hybridize there as proposed by Haffer (1997). Here we make use of a next 111
generation sequencing approach that samples thousands of single nucleotide polymorphisms (SNPs) to 112
study gene flow in birds along the extreme peripheral edges of Amazonian forest in the headwaters of 113
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the Rio Teles Pires and Rio Xingu. Haffer (1997) highlighted this headwater region as a suture zone 114
where geographic contact was likely between many pairs of avian species or subspecies indicative of the 115
Rondônia and Tapajós centers of endemism (Fig. 1). This headwater region provided a key example to 116
his argument for the homogenizing effect of gene flow through headwater regions. However, the actual 117
contact zones, while inferred to exist based on current knowledge of geographic ranges and the 118
probable absence of intervening barriers to dispersal, have never been demonstrated conclusively (i.e. 119
with local syntopy). By sampling at regular intervals over a 550 km transect of this headwater region we 120
were able to determine the precise locality of geographic contact for five parapatric pairs of species and 121
two pairs of genetically diverged subspecies which are widespread in the Rondônia or Tapajós centers of 122
endemism and whose geographic ranges are largely separated by the Rio Tapajós and its tributaries. We 123
used several analyses of genetic admixture to test for gene flow at contact zones and to determine if 124
genetically admixed individuals represented only F1 hybrids (which could be sterile, in which case gene 125
flow is not demonstrated) or also included later generation hybrids (e.g. backcrossed individuals) 126
indicative of gene flow. The presence of genetically backcrossed individuals in headwater regions would 127
lend support to Haffer’s argument that the River-barrier hypothesis cannot adequately explain the 128
differentiation of taxa in adjacent interfluves. 129
130
Methods 131
Sampling Design: We obtained genetic samples (Table S1) from 17 sites along a 550 km north/south 132
transect in the Brazilian states of Pará and Mato Grosso in 2012, one site in 2014, and one site in 2006 133
and again in 2010 for a total of 19 sites (Fig. 1; Table S2). Sites were spaced every 50 to 60 km or less 134
over most of the transect. In this region, the Rio Teles Pires and Rio Xingu flow in a primarily south to 135
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north direction in parallel to our transect, which lies between the two rivers. Though our transect lies 136
within the Amazonian wet forest biome, the forest in this region has a strong seasonal component, and 137
most of our transect is classified as the “Mato Grosso seasonal forest” by the World Wildlife Fund (Olson 138
et al. 2001). Forest is now heavily degraded along the Rio Teles Pires in this region, but remains intact 139
along most of the Rio Xingu. Most of our sampling sites occurred on privately owned forest contiguous 140
to the pristine forest tracts of Xingu National Park and other protected areas along the Rio Xingu. The 141
transect also included one site (near Nova Mutum) south and west of the Rio Teles Pires along gallery 142
forest and adjacent semi-deciduous forest within the cerrado savannahs that lie to the south of the wet 143
forest biome, and included two sites in wet forest along the east side of the Rio Xingu headwaters. This 144
sampling design was augmented with samples previously collected further afield in the Rondônia and 145
Tapajós Endemism Centers for a total of 144 individuals (Table S1). Our study focusses on taxon pairs 146
believed by Haffer (1992) to come into geographic contact in this region (Xiphorhynchus elegans / X. 147
spixii, Rhegmatorhina hoffmannsi / R. gymnops, Willisornis poecilinotus / W. vidua, and Lepidothrix 148
nattereri / L. iris), as well as subspecies pairs in Dendrocincla fuliginosa, Glyphorynchus spirurus, and the 149
species pair Hypocnemis ochrogyna / H. striata which we found across the transect. 150
151
DNA Sequencing: Whole genomic DNA was extracted from pectoral muscle using the Omega Bio-tek 152
E.Z.N.A DNA Extraction Kit. We sent these samples to the Cornell Institute of Genomic Diversity (IGD) to 153
obtain SNP datasets through a Genotyping by sequencing (GBS) protocol described in Elshire et al. 154
(2011). This protocol uses the PstI enzyme to produce reduced representation single-end libraries which 155
were sequenced on multiple lanes of the Illumina HiSeq 2000 platform with 95 individuals uniquely 156
barcoded and multiplexed for each lane. We processed the resulting 100 base pair (bp) reads through 157
the non-reference genome version of the Universal Network Enabled Analysis Kit (UNEAK) pipeline (Lu 158
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et al. 2013) implemented in TASSEL 3.0 (Bradbury et al. 2007). The pipeline was run separately for each 159
taxon pair. The pipeline trims reads to 64bp, merges identical reads into tags within each barcoded 160
individual, and uses pairwise alignment to identify tag pairs with 1 bp mismatch (while probabilistically 161
correcting sequencing errors using the error tolerance rate parameter which we set to 0.03) which are 162
retained as candidate SNPs. For each taxon pair, only loci with 1 SNP are retained. Candidate SNPs 163
present in fewer than 70% of individuals were excluded; then individuals possessing fewer than 10% of 164
candidate SNPs were excluded. Next, a maximum likelihood method (Lynch 2009) was used to 165
reconstruct genotypes based on sequencing coverage using the scripts provided in White et al. 166
(2013)(we used an updated version of the PairDuplicates.pl script provided by T. White which corrected 167
an earlier programming bug which resulted in incorrect genotype calls at some SNPs). This method 168
retains SNPs with an Akaike Information Criterion ≥ 4 units lower than the next best reconstructed 169
genotype. SNPs with observed heterozygosities greater than 0.75 were excluded (this functions to 170
exclude likely paralogs). Other studies have found that varying the heterozygosity threshold cut-off 171
between 0.5 and 1.0 had little effect (Baldassarre et al. 2014), so we used the recommended 0.75 172
threshold. This was followed by a final filtering step in which SNPs present in fewer than 75% to 90% 173
(depending on the taxon pair) of individuals were excluded and individuals with fewer than 40% to 75% 174
(depending on the taxon pair) of SNPs were excluded. 175
For genome-wide SNP datasets, we used FST to determine genetic differentiation between the 176
two taxa in each taxon pair. FST was calculated in the R package Adegenet v1.4-2 (Jombart & Ahmed 177
2011). Hybrid individuals from contact zones (diagnosed using STRUCTURE (Pritchard et al. 2001), see 178
details below) were not included in FST measurements. Because only loci with a single SNP for each 179
taxon pair were retained by the UNEAK pipeline, our estimates of FST are likely to be somewhat 180
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inaccurate, and are used with caution here simply to provide an approximate estimate for genome-wide 181
genetic differentiation. 182
A 970 bp region of the mitochondrial gene cytochrome b was sequenced using standard 183
protocols (Weir and Price 2011a) in order to date when taxon pairs diverged from a common ancestor 184
and to determine whether taxa within taxon pairs are reciprocally monophyletic. GTR-y distances were 185
calculated in PAUP v4.0 (Swofford 2002), and a 2.1% molecular clock applicable to Passerine birds (Weir 186
and Schluter 2008) was used to provide approximate dates of divergence between members of each 187
taxon pair. Bayesian phylogenetic trees were constructed in MrBayes 3.2 (Ronquist and Huelsenbeck 188
2003) using the best fit model of sequence evolution returned by MrModelTest 2 (excluding models 189
which make a correction for invariant sites; Nylander 2004) and were rooted with closely related 190
outgroups (see Table S2). Phylogenies were run for 2 million generations, were sampled every 200 191
generations and majority-rule consensus phylogenies were generated from samples following a 0.5 192
million generation burnin. 193
194
Admixture analysis: We use the term hybrid to describe genetically admixed individuals between pairs 195
of subspecies and species. Principal coordinate analysis (PCoA) in R (cmdscale function; R Core Team 196
2014) and admixture analysis in STRUCTURE 2.3.4 (Pritchard et al. 2001) were used to classify individuals 197
as parental or hybrid. Both analyses were performed on the entire post-filtered SNP datasets for each 198
species pair. Each individual’s genotype at each SNP was coded as 0 or 1 for homozygotes, and 0.5 for 199
heterozygotes for the PCoA analysis. PCoA was performed using Euclidean distances. STRUCTURE was 200
run with the number of populations set at k=2 because, in each case, we are dealing with two taxa that 201
are genetically diverged in both SNPS (with two distinct parental clusters occurring in PCoA space) and in 202
mitochondrial DNA (with deep divergences between, but not within, each cluster in mitochondrial DNA; 203
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see Results). For each taxon pair, eight independent STRUCTURE runs (each with a different starting 204
seed) were performed for 100,000 generations following a 100,000 generation burnin. Post structure 205
results were pooled across runs to determine admixture proportions and their 95% confidence intervals. 206
Individuals highlighted as parental populations in the STRUCTURE and PCoA analyses were then 207
used as reference populations to calculate the hybrid index of each admixed individual using the R 208
package INTROGRESS (Gompert and Buerkle 2010). Parental populations from the Rondônia Endemism 209
Center were set to have a hybrid index of 0, and those from the Tapajós Center were set to an index of 210
1. Interspecific heterozygosity – the proportion of loci in an admixed individual’s genome with alleles 211
inherited from both parental species – was calculated for each admixed individual using INTROGRESS. 212
These values range from 0 (no excess heterozygosity) to 1. Values near 1 are obtained for F1 hybrids, 213
while values less than 1 indicate later generation hybrids that have either backcrossed with the 214
parentals and/or with other hybrids (Fitzpatrick 2012). Triangle plots, in which hybrid index is plotted on 215
the x-axis and interspecific heterozygosity along the y, were used to visualize these results. We used 216
either all SNPs or only SNPs with fixed differences between each of the two parental populations for 217
calculation of the hybrid index and interspecific heterozygosity. Because sample sizes of parental 218
populations were small, SNPs in the fixed SNP dataset were not treated as fixed in the analysis of hybrid 219
index and maximum likelihood methods implemented in INTROGRESS were instead used to estimate 220
parental allele frequencies. Currently available methods for calculating interspecific heterozygosity 221
assume parental allele frequencies are known. Results were similar for almost all admixed individuals 222
when all SNPs or only fixed SNPs were used, and we report results for the fixed SNP dataset only. 223
224
Results 225
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Our dataset was incorporated into multiple Illumina libraries, each of which also had individuals 226
from unrelated projects. Each Illumina library of 95 multiplexed individuals had on average ca. 2.0x108 227
raw reads, thus each individual had on average ca. 2.1x106 raw reads. Our post filtered datasets included 228
between 1,207 and 7,517 SNPS depending on the taxon pair (Fig. 2). A recently published passerine GBS 229
dataset of ca. 68,000 SNPs reported a low Burrow’s composite measure of inter- and intralocus 230
disequilibria, indicating that SNPs are largely independent for datasets of this size (Parchman et al. 231
2013). We lacked reference genomes for our taxon pairs and so have not performed a similar analysis, 232
but given we used far fewer SNPs, we expect most SNPs to likewise be independent. Our post filtering 233
SNP datasets had an average depth of coverage of 20.9 per locus (range of averages: 5.9 to 303.8) and of 234
21.4 per individual (range of averages: 8.9 to 71.1). 235
PCoA analyses of SNPS (Fig. 2) revealed two distinct clusters for each taxon pair that correspond 236
to parental taxa endemic or largely endemic to the Rondônia and Tapajós endemism center. Genome-237
wide Fst values between the two taxa in each taxon pair ranged from 0.15 in Lepidothrix to 0.48 in 238
Xiphorhynchus (Fig. 2). All but one of these FST values were higher than the only other genome-wide FST 239
value previously reported for closely related sister species of birds in the Neotropics (Manacus vitellinus 240
and M. candei with an FST of 0.26; Parchman et al. 2013). With the exception of the lower genetic 241
differentiation in Lepidothrix, FST values suggest moderate to strong genetic differentiation between taxa 242
in our taxon pairs. Mitochondrial DNA phylogenies (Fig. 3) and genetic distances (Table S1) showed a 243
similar pattern, with divergence between parental taxa much greater than within each taxa, and with a 244
range of genetic differentiation (Fig. 4). GTR-gamma divergence in mtDNA and genome-wide SNP based 245
FST values were strongly correlated (pearson’s r = 0.48) but not significantly (p = 0.13) correlated. 246
STRUCTURE analysis of the SNP data highlighted between one and six individuals in each taxon 247
pair as being significantly genetically admixed (i.e. 95% confidence intervals did not overlap 0 or 1; Fig 248
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2), and these occurred at intermediate positions along PCo 1 between parental taxa as expected if they 249
were hybrids. All seven taxa pairs studied had at least one individual with more than 25% admixture (Fig. 250
2). In all cases, individuals reconstructed as genetically admixed came from geographic regions precisely 251
at the contact zones between taxa endemic to the Rondônia and Tapajós Endemism Centers as expected 252
if they represent hybrids (Fig. 2). In five of the seven taxa pairs studied, sites with hybrids also had 253
individuals genetically typical of one of the two parental taxa (parental taxa syntopic with hybrids: D. 254
fuliginosa atrirostris and D. f. rufo-olivacea, Willisornis v. nigrigula, Hypocnemis ochrogyna, 255
Rhegmatorhina gymnops, Lepidothrix iris eucephala). However, at no sites did we record both parental 256
taxa syntopically. The geographic regions in which hybridization occurred corresponded closely across 257
most of our contact zones (Fig. 2), all of which appear to occur within a 270 km region, and thus 258
represent a narrow suture zone (sensu Remington 1968). Finer-scaled geographic sampling is necessary 259
to determine the widths of individual hybrid zones, but our preliminary sampling suggests that they are 260
less than 200 km wide for most taxa pairs. 261
The level of missing loci per individual ranged from 0 to 52% for individuals not identified by 262
STRUCTURE as hybrids (mean = 7.6%) and 0 to 61% (mean = 11.4%) for hybrids, and the differences 263
were not significant (t-test; p=0.40). The higher values for the hybrids were due to two individuals with 264
high levels of missing data. One of the two hybrid individuals in Glyphorynchus and the sole Hypocnemis 265
hybrid had 58% and 61% of loci missing respectively. When these two individuals are excluded then the 266
percentage of missing data in the remaining hybrid individuals is similar (mean = 5.4%, range = 0 to 18%) 267
to that for parentals. To be certain that the high level of missing loci were not biasing the admixture 268
proportions for Glyphorynchus and Hypocnemis we filtered datasets for these species so that only SNPs 269
present in the hybrid individual were retained. STRUCTURE analyses were then repeated using identical 270
methods as above. Admixture proportions were almost identical for the two filtering strategies with 271
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admixture proportions for the hybrid individuals differing by less than 1% for the two approaches. This 272
result demonstrates that admixture proportions were not biased by the level of missing loci. 273
We used triangle plots of interspecific heterozygosity versus hybrid index for diagnostic SNPs 274
fixed in our sample from parental populations to determine if hybrids represented F1’s or later 275
generation hybrids. Only 1 individual was a likely F1 hybrid (Willisornis poecilinotus), as evidence by a HI 276
close to 0.5 and an interspecific heterozygosity score close to 1 (Fig. 2). Low values of heterozygosity in 277
the remaining hybrid individuals suggest these individuals represent latter generation hybrids that have 278
crossed with other hybrids and/or with parentals (individuals lying along the diagonal lines in the 279
triangle plots are likely backcrosses with parentals; Fitzpatrick 2012). Results were similar when all SNPs 280
(not just those that are diagnostic) were used, with the exception that the likely F1 hybrid for Willisornis 281
poecilinotus now had a much lower interspecific heterozygosity. 282
Bayesian phylogenetic trees generated from mitochondrial cytochrome b (Fig. 3) indicate that 283
each of the taxon pairs formed two distinct clades which correspond closely to the two groups 284
recovered by the PCoA and STRUCTURE analysis of the SNP datasets (Fig. 2). The SNP and mitochondrial 285
datasets thus support the distinctness of the two named taxa within the taxon pairs. The only lack of 286
correspondence between the mitochondrial and SNP datasets occurred in two individuals of Lepidothrix 287
from population 1 (towards the northern edge of the contact zone) in which the SNP dataset classified 288
them as L. iris eucephala (this classification agrees with the male plumage of this population), but the 289
mitochondrial analysis grouped them with L. nattereri (Fig. 3). However, one of the five individuals 290
sampled from population 1 had a small, but significant signature of admixture in the SNP dataset, thus 291
mitochondrial introgression into some of the individuals of this population is not surprising. 292
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Without fail, individuals with a significant signature of admixture in the SNP dataset all occur at 293
the populations immediately at the contact zones between the taxa in each taxon pair. These admixed 294
individuals group with both parental taxa in Bayesian mitochondrial phylogenies in Dendrocincla, 295
Xiphorhynchus, Lepidothrix and Willisornis, or with just one of the two parental taxa in Hypocnemis (only 296
1 admixed individual detected in this pairs) and Glyphorynchus (Fig. 3). We have not yet successfully 297
sequenced the mitochondrial DNA of the only genetically admixed Rhegmatorhina sample. For two taxa 298
pairs, the population immediately at the contact had individuals grouping with both of the 299
mitochondrial clades (Xiphorhynchus and Willisornis). 300
In each of the two mitochondrial clades detected for each taxon pair, average mitochondrial 301
cytochrome b based GTR-y distances within clades were small (0.0% to 0.7%) compared to between the 302
clades (1.5% to 8.67%; Table S3). Mitochondrial sequence based estimates of gene coalescence times 303
between parental populations from the Rondônia and Tapajós endemism centers ranged from just 0.7 304
Ma in Lepidothrix iris / L. nattereri and Regmatorhina hoffmannsi / R. gymnops to 4.1 Ma in Willisornis 305
poecilinota / W. vidua (Fig. 4). Coalescent dates are estimated to predate population splitting dates on 306
average by only about two to three hundred thousand years in Neotropical birds (see Weir 2006), and 307
the low levels of genetic distance within our taxa support this. 308
309
Discussion 310
Our data provide the first evidence that multiple, co-distributed taxa endemic to adjacent 311
interfluves in Amazonia, and whose geographic ranges are largely separated by river barriers, 312
nevertheless come into geographic contact in the headwater regions where they hybridize. In all seven 313
taxon pairs studied, we found two distinct clades in mitochondrial DNA (Fig. 3), most of which had 314
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moderate to high levels of genome-wide FST, and which correspond closely to two distinct clusters in 315
PCoA plots based on the genome-wide SNP datasets (Fig. 2). These clades demonstrate genetic 316
differentiation between the taxa in each pair largely separated by the Tapajos and Teles Pires rivers. For 317
each pair, PCoA and STRUCTURE analyses detected between one and six genetically admixed individuals 318
from headwater localities which lie precisely at the contact zones between taxa. These results support 319
the key argument of opponents of the River-barrier hypothesis – namely that geographic contact and 320
gene flow in headwater regions should prevent speciation from occurring between adjacent interfluves 321
if river barriers were the only feature driving speciation in these taxa. Rather, other factors – probably in 322
combination with river barriers – must play a role in genetically isolating taxa long enough for speciation 323
to occur. Here we discuss other possible factors, and the implications of ongoing gene flow. 324
Our results could be interpreted as being consistent with (though not proof of) the Refuge 325
hypothesis that forest refugia, rather than river barriers, drove Amazonian diversification. However, 326
both paleopollen data and molecular dating of phylogenetic splitting events generally argue against the 327
Refuge hypothesis as a general explanation of Amazonian speciation. While paleopollen data has 328
demonstrated the expansion of drier forest types along the northern and southern periphery of 329
Amazonia during cooler/dryer periods (e.g. Mayle et al. 2004), it has not supported the widespread 330
fragmentation of Amazonian forest into a large series of refugia as previously proposed by the Refuge 331
hypothesis (Bush and de Oliveira 2006). Likewise, dating of phylogenetic splitting events in the Amazon 332
has shown evidence that many (but not all) Amazonian species predate the Pleistocene glacial cycles, 333
especially the major cycles of the past one million when forest refugia where deemed most likely (e.g. 334
Moritz et al. 2000; Weir 2006; Rull 2008, 2011; Hoorn et al. 2010; Ribas et al. 2012). The seven taxon 335
pairs studied here have coalescent dates ranging between 0.7 and 4.1 Ma, with three pairs predating 336
the Pleistocene glacial periods altogether, and most pairs predating the severe glacial cycles of the last 337
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one million years of the Pleistocene (Fig. 4). While we acknowledge the imprecision of phylogenetic 338
dating, these results nevertheless suggest that at least some of the taxon pairs studied predate periods 339
when forest refugia seemed likely to have initiated speciation. The span of dates also argues against a 340
single biogeographic event, such as the initial formation of the Rio Tapajós river system, as causing the 341
simultaneous origin of taxon pairs endemic to the Rondônian and Tapajós endemism centers (see also 342
Smith et al. 2014 who argue more generally against river based vicariance as a key driver of Amazonian 343
diversification). 344
The lack of evidence for the Refuge hypothesis and the apparent failings of the River hypothesis 345
given gene flow in headwater regions are addressed by a hybrid of these two known as the River-refuge 346
hypothesis (Capparella 1991; Ayres and Clutton-brock 1992; Haffer 1992). This hypothesis acknowledges 347
that rivers in headwater regions fail to provide barriers sufficient to promote speciation, but builds on 348
paleopollen records that do support periods of past retraction of wet forest at the edges of Amazonia 349
towards its center (reviewed in Mayle et al. 2004). Rivers are wider towards the center of Amazonia and, 350
in combination with the retraction of wet forest out of headwater regions, are believed to provide 351
sufficient barriers to promote speciation under this model. For example, given that the Rio Teles Pires 352
delimits taxa boundaries just 170 km to the west of the northern part of our transect (Haffer 1997; Bates 353
et al. 2004), it seems likely that a retraction of wet forest by just two or three hundred kilometers in the 354
Rio Teles Pires area would probably be sufficient to isolate many populations on opposite sides of this 355
river, leading to their divergence. Though paleopollen records from the Rio Teles Pires headwaters have 356
not been studied, those at the edge of Amazonian wet forest to the west in Bolivia (Mayle et al. 2000; 357
Burbridge et al. 2004) and to the east in the Brazilian state of Pará (Sifeddine et al. 2001) support 358
expansion of dry forest into these regions during the last glacial maxima, and climatic models likewise 359
Page 16 of 42
17
support dry forest expansion along the entire southern periphery of the Amazon, but without 360
necessarily bisecting Amazonian wet forest (Mayle et al. 2004). 361
Other alternatives to the River-refuge hypothesis could also explain in situ Amazonian speciation 362
despite gene flow in headwater regions. First, speciation might occur despite continual parapatric 363
contact through headwater regions if populations in each interfluve became differentially adapted to 364
local ecological conditions, and headwater regions represented a strong ecotone (Endler 1977, 1982). 365
Selection against hybrid individuals outside of ecotones could be strong and sufficient to maintain 366
species differences despite local genetic admixture at the ecotone. We have not performed a formal 367
assessment of habitat or climatic differentiation between our taxa pairs endemic to the Rondônia and 368
Tapajós endemism centers. Nevertheless, we feel that species in these centers are unlikely to be 369
adapted to greatly different environments given that their ranges are separated only by a river barrier, 370
with presumably similar forest types, climates, and ecological communities on either bank (see Lees et 371
al. 2013 for a comparison of bird communities across the Rio Teles Pires). As such, parapatric speciation 372
via differentiation across an ecological gradient seems unlikely for our birds, though it has been 373
suggested for Amazonian fish across gradients of water chemistry (Cooke et al. 2014). 374
Second, headwater regions may possess sink populations, which, despite gene flow into them, 375
fail to prevent sister taxa from diverging in adjacent interfluves. Our transect occurs at the very southern 376
edge of Amazonian wet forest extent. Much of this region represents a mosaic of interdigitating wet 377
forest types (e.g. primarily along streams and rivers) and semideciduous drier forest (e.g. away from 378
water courses) before finally transitioning to the Chiquitano dry forests and Cerrado savannahs that lie 379
to the south (Fig. 1). While many of our study species also occur in the semideciduous forest types, 380
some appear to do so in low numbers. Rhegmatorhina gymnops, Dendrocincla fuliginosa, and 381
Glyphorynchus spirurus are generally abundant in typical wet forest habitats towards the center of 382
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Amazonia, but were captured in low numbers across our transect (Rhegmatorhina only in the northern 383
half), while other wet forest taxa were not detected at all (e.g. their ranges have not expanded this far 384
into headwater regions). Clearly, transitional forests at headwater regions may prevent some wet forest 385
species from expanding into these areas, while others occur in low numbers and represent sink 386
populations, which fail to retard divergence outside of headwater regions. Despite the transitional 387
nature of forest at headwater regions, some of our study species were abundant along the entire length 388
of the transect, and commonly occurred away from lush streamside vegetation (Willisornis poecilinotus / 389
vidua, Lepidothrix nattereri, Xiphorhynchus elegans/spixii). These latter examples suggest that sink 390
dynamics in headwater regions alone cannot explain the ongoing divergence between interfluves in 391
these groups, and we feel that the River-refuge hypothesis – consistent with paleopollen data – may 392
provide the best explanation in such examples. 393
Regardless of the precise dynamics under which rivers and forests interacted to promote 394
interfluvial differentiation, our data demonstrate that hybridization continues to occur despite one to 395
four million years of divergence since taxa pairs split from a common ancestor (Fig. 4). If the River-396
refuge hypothesis is correct, these results demonstrate that a single vicariant event driven by wet forest 397
retraction along the periphery of Amazonia was not sufficient to generate enough reproductive isolation 398
to prevent gene flow between parental species. Multiple episodes of retraction and divergence across 399
the wider river courses that characterize the heart of the Amazon basin, followed by expansion and 400
contact in headwater regions seems likely given the ages of these taxon pairs. In this respect, these 401
results for the Amazon basin mirror those in the boreal zone of North America, where, despite multiple 402
episodes of boreal forest retraction into refugia during glacials, followed by expansion during 403
interglacials, many boreal birds as old as 1 to 1.5 million years (Fig. 4), as well as mammals, continue to 404
form hybrid zones where their geographic ranges currently come into contact (Arbogast and Kenagy 405
Page 18 of 42
19
2001; Weir and Schluter 2004; Toews et al 2007; Irwin et al. 2009; Seneviratne et al 2012). The 406
comparison suggests that differentiation seems possible despite the slow rate at which reproductive 407
isolation accumulates (about a million years at high latitudes and considerably longer in the tropics for 408
birds; Weir and Price 2011b; this study) and despite repeated episodes of gene flow during periods of 409
contact. One possibility is that genetically introgressed populations in contact zone regions go extinct 410
with every repetition of forest expansion and retraction without ever having sufficient time to cause 411
diverging populations to become homogenized genetically (Weir and Schluter 2004). In this way, 412
ongoing divergence is possible despite repeated episodes of parapatric contact. For example, model 413
based estimates of migration rates are zero between parental populations of genetically diverged forms 414
of Thamnophilus aethiops from the Rondônia and Tapajós centers of endemism (Thom and Aleixo 2015), 415
suggesting that away from the vicinity of contact zones in the headwaters, gene flow has limited effect. 416
Hybridization does not necessarily imply a lack of complete reproductive isolation (e.g. Coyne 417
and Orr 2004; Price 2008). For example, hybrids might be sterile, in which case contact regions should 418
possess only F1 progeny (i.e. offspring from direct mating of parentals of each species) and parentals 419
would be fully reproductively isolated. However, low levels of interspecific heterozygosity in all but one 420
of our hybrid individuals suggest that genetically admixed individuals represent later generation hybrids 421
which have crossed with each other and/or with parentals. Admixed individuals falling along the 422
diagonal lines in the triangle plots of heterozygosity and hybrid index (e.g. Dendrocincla fuliginosa, 423
Xiphorhynchus spixii/elegans, Willisornis poecilinotus / vidua, and Lepidothrix nattereri / iris) are 424
expected to result from the direct crossing of a hybrid with a parental (Fitzpatrick 2012). Such individuals 425
suggest gene flow into parental populations, and a lack of complete reproductive isolation. These results 426
contrast with interspecific heterozygosity for hybrids between recently diverged sibling species of 427
flycatcher (Ficedula albicollis and F. hypoleuca) from high latitude regions in Europe where all hybrids 428
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20
tested had F1 genotypes and suggest strong selection against hybrid offspring (Kawakami et al. 2014). 429
While our data demonstrates that reproductive isolation is incomplete, small sample size limits the 430
scope of our inferences regarding the width of hybrid zones and levels of selection against admixed 431
individuals. Some of our taxon pairs are very old (e.g. 4 Ma; Fig 4.), and are noticeably differentiated in 432
vocalizations (Willisornis poecilinotus / vidua, Xiphorhynchus spixii/elegans), suggesting partial 433
reproductive isolation might be in place despite hybridization. However, other taxon pairs do not show 434
marked differentiation in plumage or song (Glyphorynchus spirurus, Dendrocincla fuliginosa; the latter of 435
which we could not differentiate even in the hand) despite having diverged from a common ancestor 436
approximately 3 Ma. Ironically, the taxon pairs with the most clearly differentiated plumage patterns, 437
and which have always been recognized as specifically distinct (Rhegmatorhina hoffmannsi / R. 438
gymnops; Lepidothrix nattereri / L. iris), are also the youngest (< 1 Ma) in our sample. These 439
observations suggest that plumage differentiation evolves at different rates in different species in our 440
sample. 441
The ages of our Amazonian taxon pairs are similar to those reported for other species with 442
hybrid zones from across the New World tropics (Weir and Price 2011b), with Willisornis representing 443
the oldest taxon pair (ca. 4 Ma) with a hybrid zone that we are aware of for birds. The average and 444
maximum age of taxa pairs with hybrid zones diminishes with increasing latitude in the New World (Fig. 445
4). At boreal latitudes above 45° N, all taxon pairs with hybrid zones diverged from a common ancestor 446
less than 1.5 Ma, suggesting that complete reproductive isolation is in place by one to two million years. 447
Indeed, high latitude species generally have achieved sufficient differentiation, that by about 1.7 million 448
years on average, they are capable of expanding their geographic ranges into sympatry (Weir and Price 449
2011b). Our results for the Amazon suggest that some taxa pairs as old as 3 to 4 million years have still 450
experienced insufficient time to achieve complete reproductive isolation, and continue to exclude each 451
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other geographically across hybrid zones. Tropical birds also are reported to evolve more slowly than 452
high latitude species in song, plumage colouration, body mass and climatic niche (Martin et al. 2010; 453
Weir and Wheatcroft 2011; Weir et al. 2012; Lawson and Weir 2014) – traits important for reproductive 454
isolation and ecological differentiation. Together, these results suggest a slower pace for differentiation 455
in lowland regions of the tropics, despite their high species richness. In the case of Amazonian taxa 456
differentiating on opposite sides of rivers, the apparent lack of strong ecological differences on adjacent 457
river banks is likely to result in lower rates of divergent natural selection between them, when 458
compared to high latitude species (Lawson and Weir 2014). 459
In conclusion, our results confirm the presence of gene flow across headwater regions of 460
Amazonia, despite the very old ages of some of the taxon pairs involved. Our current level of sampling is 461
insufficient to measure hybrid zone width or test for levels of selection against hybrids, and further 462
sampling is necessary to address hybrid zone dynamics in each of these taxon pairs in further detail. 463
Nevertheless, our data do demonstrate low levels of interspecific heterozygosity and suggest the 464
presence of hybrid individuals that have backcrossed with parental populations. These results 465
demonstrate incomplete reproductive isolation and challenge the generality of the River-barrier 466
hypothesis as a driver of in situ speciation in the Amazon. 467
468
Acknowledgments 469
A special thanks to the many landowners who kindly permitted us to sample on their property. The 470
Museu Paraense Emílio Goeldi and the Field Museum of Natural History donated tissue samples from 471
outside our transect. The Brazilian National Research Council (CNPq) granted permits necessary to 472
conduct our research ("Portaria MCTI # 659/2011 - Projeto de Expedição Científica # 00813/2011-7"). 473
Page 21 of 42
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The following funding sources are acknowledged: a Discovery Grant from the Natural Sciences and 474
Engineering Research Council of Canada (402013-2011) and a UTSC VPR-Research Competitiveness Fund 475
(JTW), a Mitacs Student Fellowship (MF), a FAPESPA (ICAAF 23/2011), and several CNPq grants to AA 476
(‘‘INCT em Biodiversidade e Uso da Terra da Amazônia’’ # 574008/2008-0; # 471342/ 2011-4; and # 477
310880/2012-2). 478
479
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Weir, J.T., and T. D. Price. 2011b. Limits to speciation inferred from times to secondary sympatry and 628
ages of hybridizing species along a latitudinal gradient. Am. Nat. 177: 462-469. 629
Weir, J.T., D. L. Wheatcroft, and T. D. Price. 2012. The role of ecological constraint in driving the 630
evolution of avian song pitch across a latitudinal gradient. Evolution. 66: 2773-2783. 631
White, T. A., S. E. Perkins, G. Heckel, and J. B. Searle. 2013. Adaptive evolution during an ongoing range 632
expansion: the invasive bank vole (Myodes glareolus) in Ireland. Mol. Ecol. 22: 2971-2985. 633
Willis, E.O. 1969. On the behavior of five species of Rhegmatorhina, ant-following antbirds of the 634
Amazon basin. Wilson Bull. 81: 363-395. 635
636
Page 29 of 42
30
637
638
639
Figure legends (Colour versions for online) 640
Figure 1 641
Sampling sites (numbered 0 to 18; see Table S1) in the headwaters of the Rio Teles Pires and Rio Xingu 642
of the Brazilian Amazon. This headwater region occurs primarily in seasonal forest (purple) which forms 643
a transition between the wet forests to the north (green) and the Cerrado savannas (yellow) and 644
Chiquitano dry forests (pink) to the south (drawn from Olson et al. 2001). Other savanna areas shown in 645
pale yellow. Major rivers believed to form important dispersal barriers and which delineate endemism 646
regions in adjacent interfluves are shown in blue. Endemism centers are as follows: A) Guiana, B) Napo, 647
C) Inambari, D) Rondônia, E) Tapajós, F) Xingu, and G) Belém. Locations where each river first narrows to 648
<100 m is shown by red star (as measured from each rivers main channel in Google Earth). Width of the 649
Rio Xingu greatly exceeds 100m across most of its length, but has a small region only ca. 200 km from its 650
mouth where it narrows to less than 100m (northern star). The next region of narrowing occurs in the 651
headwaters (southern star). The black triangle indicates location of the Bates et al. (2004) study of river 652
barriers. Each segment of the vertical scale bar indicates 100 km. 653
654
Figure 2 655
Seven taxon pairs largely separated by the Rio Tapajós (red, taxa west of Tapajós; blue, taxa east of 656
Tapajos) and its tributaries, but which hybridize in headwater regions. Shown are the geographic ranges 657
Page 30 of 42
31
and sampling localities, PCoA plots (x-axis PCo 1, y-axis PCo 2), FST values (calculated from all SNPs), 658
STRUCTURE analysis, and triangle plots of interspecific heterozygosity (y-axis) and hybrid index (x-axis) 659
based on genome-wide GBS SNP data. Genetically admixed individuals on distribution maps and PCoA 660
analysis are represented by black stars, and on triangle plots by circles. Asterisks above STRUCTURE 661
plots indicate individuals where 95% confidence intervals on admixture proportions did not overlap 0 or 662
1. The number of SNP loci used in PCoA and STRUCTURE analyses are indicated above the PCoA plots (all 663
SNPs used), and the number of SNPs fixed between parental populations and used in triangle plots are 664
indicated. Numbers along the x-axis of STRUCTURE plots indicate the sampling population corresponding 665
to Fig. 1 and W and E indicate parental populations outside of our transect from west and east of the Rio 666
Tapajós / Rio Teles Pires respectively. The two subspecies of Glyphorynchus spirurus possess multiple 667
phylogroups based on mitochondrial DNA (sensu Fernandes et al. 2013). We show the ranges only for 668
the two phylogroups that meet in our transect. 669
670
Figure 3 671
Bayesian phylogenetic trees generated from 970 bp of mitochondrial DNA for taxon pairs largely 672
separated by the Rio Tapajós (red, taxa west of Tapajós; blue, taxa east of Tapajos) and its tributaries. 673
Individuals highlighted as significantly admixed in genome-wide SNP datasets are shown by black stars. 674
Posterior probabilities are shown at the basal node for each taxon (* indicates > 0.95). Individuals are 675
numbered according to the sampling population corresponding to Fig. 1 and W and E indicate parental 676
populations outside of our transect from west and east of the Rio Tapajós / Rio Teles Pires respectively. 677
All taxon pairs are drawn to scale (scale bar is show under the first taxon pair). 678
679
Page 31 of 42
32
680
Figure 4 681
A comparison of mitochondrial cytochrome b coalescent dates (estimated using a 2.1% molecular clock 682
applied to GTR-y distances; Weir and Schluter 2008) for our Amazonian taxon pairs and for other New 683
World terrestrial birds which possess hybrid zones. Amazonian birds studied here are indicated by black 684
triangles (taxa pairs as in Figure 2: 1 Willisornis, 2 Glyphorynchus, 3 Dendrocincla, 4 Xiphorhynchus, 5 685
Hypocnemis, 6 Rhegmatorhina, 7 Lepidothrix). Boreal birds (i.e. above 45° N) are indicated by gray 686
diamonds, all other hybrid zones are indicated by open circles. The absolute midpoint latitude of each 687
hybrid zone is plotted on the x-axis. Non-Amazonian species and dates taken from Weir and Price 2011. 688
689
Figure legends (Grayscale versions for print) 690
Figure 1 691
Sampling sites (numbered 0 to 18; see Table S1) in the headwaters of the Rio Teles Pires and Rio Xingu 692
of the Brazilian Amazon. This headwater region occurs primarily in seasonal forest (dark gray) which 693
forms a transition between the wet forests to the north (pale gray) and the Cerrado savannas (right 694
sloping diagonal pattern) and Chiquitano dry forests (labelled) to the south (drawn from Olson et al. 695
2001). Other savanna areas shown in pale left sloping diagonal patterning. Major rivers believed to form 696
important dispersal barriers and which delineate endemism regions in adjacent interfluves are 697
illistrated. Endemism centers are as follows: A) Guiana, B) Napo, C) Inambari, D) Rondônia, E) Tapajós, F) 698
Xingu, and G) Belém. Locations where each river first narrows to <100 m is shown by black star (as 699
measured from each rivers main channel in Google Earth). Width of the Rio Xingu greatly exceeds 100m 700
Page 32 of 42
33
across most of its length, but has a small region only ca. 200 km from its mouth where it narrows to less 701
than 100m (northern star). The next region of narrowing occurs in the headwaters (southern star). The 702
black triangle indicates location of the Bates et al. (2004) study of river barriers. Each segment of the 703
vertical scale bar indicates 100 km. 704
705
Figure 2 706
Seven taxon pairs largely separated by the Rio Tapajós (dark gray and circles, taxa west of Tapajós; light 707
gray and triangles, taxa east of Tapajos) and its tributaries, but which hybridize in headwater regions. 708
Shown are the geographic ranges and sampling localities, PCoA plots (x-axis PCo 1, y-axis PCo 2), FST 709
values (calculated from all SNPs), STRUCTURE analysis, and triangle plots of interspecific heterozygosity 710
(y-axis) and hybrid index (x-axis) based on genome-wide GBS SNP data. Genetically admixed individuals 711
on distribution maps and PCoA analysis are represented by black stars, and on triangle plots by circles. 712
Asterisks above STRUCTURE plots indicate individuals where 95% confidence intervals on admixture 713
proportions did not overlap 0 or 1. The number of SNP loci used in PCoA and STRUCTURE analyses are 714
indicated above the PCoA plots (all SNPs used), and the number of SNPs fixed between parental 715
populations and used in triangle plots are indicated. Numbers along the x-axis of STRUCTURE plots 716
indicate the sampling population corresponding to Fig. 1 and W and E indicate parental populations 717
outside of our transect from west and east of the Rio Tapajós / Rio Teles Pires respectively. The two 718
subspecies of Glyphorynchus spirurus possess multiple phylogroups based on mitochondrial DNA (sensu 719
Fernandes et al. 2013). We show the ranges only for the two phylogroups that meet in our transect. 720
721
Figure 3 722
Page 33 of 42
34
Bayesian phylogenetic trees generated from 970 bp of mitochondrial DNA for taxon pairs largely 723
separated by the Rio Tapajós (circles, taxa west of Tapajós; triangles, taxa east of Tapajos) and its 724
tributaries. Individuals highlighted as significantly admixed in genome-wide SNP datasets are shown by 725
black stars. Posterior probabilities are shown at the basal node for each taxon (* indicates > 0.95). 726
Individuals are numbered according to the sampling population corresponding to Fig. 1 and W and E 727
indicate parental populations outside of our transect from west and east of the Rio Tapajós / Rio Teles 728
Pires respectively. All taxon pairs are drawn to scale (scale bar is show under the first taxon pair). 729
730
731
Figure 4 732
A comparison of mitochondrial cytochrome b coalescent dates (estimated using a 2.1% molecular clock 733
applied to GTR-y distances; Weir and Schluter 2008) for our Amazonian taxon pairs and for other New 734
World terrestrial birds which possess hybrid zones. Amazonian birds studied here are indicated by black 735
triangles (taxa pairs as in Figure 2: 1 Willisornis, 2 Glyphorynchus, 3 Dendrocincla, 4 Xiphorhynchus, 5 736
Hypocnemis, 6 Rhegmatorhina, 7 Lepidothrix). Boreal birds (i.e. above 45° N) are indicated by gray 737
diamonds, all other hybrid zones are indicated by open circles. The absolute midpoint latitude of each 738
hybrid zone is plotted on the x-axis. Non-Amazonian species and dates taken from Weir and Price 2011. 739
740
Page 34 of 42
1
234
5 6 789
1011
13
12
14
15
16
17
BeniSavanna
Seasonal forest
Cerrado
Wet Forest
ChiquitanoDry Forest
A
B
DE
F
G
Andes
Figure 1
0
18
C
Page 35 of 42
0.0
0.2
0.4
0.6
0.8
1.0
0.0 0.2 0.4 0.6 0.8 1.0
0.0
0.2
0.4
0.6
0.8
1.0
0.0 0.2 0.4 0.6 0.8 1.0
-90
-40
10
60
-30 -15 0 15 30
-60
-40
-20
0
20
-60 -30 0 30 60
-60
-30
0
30
60
-60 -30 0 30 60
-40
-20
0
20
40
-30 0 30
0.00
0.25
0.50
0.75
1.00
W W 18
15
14
13
10
8 8 8 6 4 2 1 E E E
0.00
0.25
0.50
0.75
1.00
17
16
15
11
4 3 3 0 1 1 1 1 1 1 1 E E
0.00
0.25
0.50
0.75
1.00
W W 17
16
15
13
12
8 8 6 6 3 3 3 3 2 E E E
0.00
0.25
0.50
0.75
1.00
14
14
13
12
12
8 8 4 4 1 E E
0.00
0.25
0.50
0.75
1.00
W 16
8 7 4 3 3 2 2 2 1 1 1 1 E E
211 loci
951 loci
84 loci
234 loci
41 loci
240 loci
Figure 2
2103 loci
7517 loci
3091 loci
2387 loci
1207 loci
4631 loci
* * *
* * *
* *
*
* *
*
Dendrocincla fuliginosa atritostris / D. f. rufo-olivacea (FST = 0.35)
Xiphorhynchus elegans elegans / X. spixii (FST = 0.48)
Glyphorynchus spirurus inornatus / G. s. paraensis (FST = 0.34)
Hypocnemis ochrogyna / H. striata striata (FST = 0.46)
Rhegmatorhina hoffmannsi / R. gymnops (FST = 0.37)
Willisornis poecilinotus griseiventris / W. vidua nigrigula (FST = 0.45)
22 loci7495 loci****
Lepidothrix nattereri / L. iris eucephala (FST = 0.15)
0.00
0.25
0.50
0.75
1.00
W W W 12
12
E E E
***
0.0
0.2
0.4
0.6
0.8
1.0
0.0 0.2 0.4 0.6 0.8 1.0
0.0
0.2
0.4
0.6
0.8
1.0
0.0 0.2 0.4 0.6 0.8 1.0
0.0
0.2
0.4
0.6
0.8
1.0
0.0 0.2 0.4 0.6 0.8 1.0
-20
0
20
40
-30 -15 0 15 300.0
0.2
0.4
0.6
0.8
1.0
0.0 0.2 0.4 0.6 0.8 1.0
-30
0
30
60
-40 -20 0 20 40
0.0
0.2
0.4
0.6
0.8
1.0
0.0 0.2 0.4 0.6 0.8 1.0
-60
-30
0
30
60
-40 -20 0 20 40
0.00
0.25
0.50
0.75
1.00
W W 17
15
12
8 5 4 2 2 2 2 1 1 1 E E E E
Page 36 of 42
0.01
0.89
*
*
0.89
*
**
A) Dendrocincla B) Xiphorhynchus C) Glyphorynchus
D) Hypocnemis E) Rhegmatorhina F) Willisornis G) Lepidothrix
0.94
*
*
*
0.91
*
E
1714
W
15
8
W
W13
8
18
8
E
E6
142
0.71
2
E
3
4
W
1117
1
14
3
E
EEE1
1
1
20
E
EEEEE
E
W
W
E
3
8W
2
32
612
15
1
E
2
2
W3
3W
WW
2
E
E
1
2
E1
12
2E1 6
4
176
WWW
12158
E
E1
EE
4
4
WWWW13
12
815
8
1512
Figure 3
Page 37 of 42
Absolute midpoint latitude
Coal
esce
nt d
ate
(Ma)
Figure 4
0
1
2
3
4
5
0 10 20 30 40 50 60
1
23
4
5
67
Page 38 of 42
1
234
5 6 789
1011
13
12
14
1517
BeniSavanna
Seasonal forest
Wet Forest
ChiquitanoDry Forest
A
B
DE
F
G
Figure 1
0
18
C
16
Cerrado
Page 39 of 42
-90
-40
10
60
-30 -15 0 15 30
-60
-40
-20
0
20
-60 -30 0 30 60
-60
-30
0
30
60
-60 -30 0 30 60
-40
-20
0
20
40
-30 0 30
-20
0
20
40
-30 -15 0 15 30
-30
0
30
60
-40 -20 0 20 40
-60
-30
0
30
60
-40 -20 0 20 40 0.00
0.25
0.50
0.75
1.00
W W 18 15 14 13 10 8 8 8 6 4 2 1 E E E
0.00
0.25
0.50
0.75
1.00
17 16 15 11 4 3 3 0 1 1 1 1 1 1 1 E E
0.00
0.25
0.50
0.75
1.00
W W 17 16 15 13 12 8 8 6 6 3 3 3 3 2 E E E
0.00
0.25
0.50
0.75
1.00
14 14 13 12 12 8 8 4 4 1 E E
0.00
0.25
0.50
0.75
1.00
W 16 8 7 4 3 3 2 2 2 1 1 1 1 E E
211 loci
951 loci
84 loci
234 loci
41 loci
240 loci
Figure 2
2103 loci
7517 loci
3091 loci
2387 loci
1207 loci
4631 loci
* * *
* * *
* *
*
* *
*
Dendrocincla fuliginosa atritostris / D. f. rufo-olivacea (FST = 0.35)
Xiphorhynchus elegans elegans / X. spixii (FST = 0.48)
Glyphorynchus spirurus inornatus / G. s. paraensis (FST = 0.34)
Hypocnemis ochrogyna / H. striata striata (FST = 0.46)
Rhegmatorhina hoffmannsi / R. gymnops (FST = 0.37)
Willisornis poecilinotus griseiventris / W. vidua nigrigula (FST = 0.45)
22 loci7495 loci****
Lepidothrix nattereri / L. iris eucephala (FST = 0.15)
0.00
0.25
0.50
0.75
1.00
W W W 12 12 E E E
***
0.00
0.25
0.50
0.75
1.00
W W 17 15 12 8 5 4 2 2 2 2 1 1 1 E E E E
Page 40 of 42
0.01
0.89
*
*
0.89
*
**
A) Dendrocincla B) Xiphorhynchus C) Glyphorynchus
D) Hypocnemis E) Rhegmatorhina F) Willisornis G) Lepidothrix
0.94
*
*
*
0.91
*
E
1714
W
15
8
W
W13
8
18
8
E
E6
142
0.71
2
E
3
4
W
1117
1
14
3
E
EEE1
1
1
20
E
E
EEEE
E
W
W
E
3
8W
2
32
612
15
1
E
2
2
W3
3W
WW
2
E
E
1
2
E1
12
2E1 6
4
176
WWW
12158
E
E1
EE
4
4
WWWW13
12
815
8
1512
Figure 3
Page 41 of 42