Data from: Complex patterns of differentiation and gene flow underly the divergence of aposematic phenotypes in Oophaga poison frogs
Data files
Oct 02, 2026 version files 8.69 MB
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Oophaga_SNPs.vcf
8.63 MB
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Phenotypic_Data_Oophaga_MolEcol_2020.xlsx
48.85 KB
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README.md
15.76 KB
Abstract
Hybridization and introgression can have complex consequences for both species evolution and conservation. Here, we investigated the origin and characteristics of a putative hybrid zone between two South American poison dart frog species, O. anchicayensis and the critically endangered O. lehmanni, which are heavily sought after on the illegal pet market. Using a combination of phenotypic (49 traits) and genomic (ddRADseq) data, we found that the putative hybrids are morphologically distinct from their parental species and confirmed genomic signatures of admixture in these populations. Several lines of evidence (hybrid indices, interspecific hybrid heterozygosity, genomic clines, comparisons with simulated hybrids and demographic modelling) support the conclusion that these populations are not comprised of early-generation hybrids and thus, they likely did not arise as a result of illegal translocations associated with wildlife trafficking. Instead, they likely represent an independent lineage which has persisted through isolation and has only relatively recently re-established gene flow with both parental species. Furthermore, we detected signals of differential introgression from parental species into these hybrid populations which suggest relaxed stabilizing selection on these aposematic color morphs, potentially via context-dependent female choice. These populations thus provide a fascinating window into the role of hybridization, isolation and female choice in the diversification of South American poison dart frogs. In addition, our results underline the importance of landscape conservation measures to protect, not only known localities of nominal species, but also the phenotypic and genomic variation harbored by admixed lineages which represent crucial repositories for the impressive diversity in this system.
https://doi.org/10.5061/dryad.6djh9w0xc
Description of the data and file structure
Data was collected in the field during 2012-2016.
Files and variables
File: Phenotypic_Data_Oophaga_MolEcol_2020.xlsx
Description: Description of 49 morphologic variables used for the estimation of morphological clusters
Variables
| Type | Position | Variable | Description of measurement | Units/Type |
|---|---|---|---|---|
| Morphometric | Dorsal/ventral | Snout-cloaca length (av_lenght) | Mean value of dorsal/ventral distance between the tip of the nose and the cloaca. | mm |
| Morphometric | Dorsal | Inter-orbital width (eye) | Width of the skull between the ocular ridges | mm |
| Morphometric | Dorsal | Dorsal area (d_area) | Dorsal area without including limbs | mm2 |
| Morphometric | Dorsal | Head Depth (snout) | depth of the head at its deepest point immediately posterior to the orbital cavities | mm |
| Coloration pattern | Dorsal | Number of coloured dorsal spots (nspots_d) | Count of spots with bright colouration in dorsal surface | count |
| Coloration pattern | Dorsal | Median dorsal colour spot area (d_spots_median) | Median value for the area of dorsal spots/individual | mm2 |
| Coloration pattern | Dorsal | Average of dorsal colour spot area (d_spots_mean) | Mean value for the area of dorsal spots/individual | mm2 |
| Coloration pattern | Dorsal | Standard deviation of dorsal colour spot area (d_spots_std) | Standard deviation value for the area of dorsal spots/individual | mm2 |
| Coloration pattern | Dorsal | Percentage of dorsal colouration (%_col_d) | Summatory of individual dorsal colour spot areas divided by the total dorsal area | % |
| Coloration pattern | Dorsal | Dorsal coloured spots longitudinal centrality (xmean_c) | Mean distance from inter-pupilar Y axes to the centroid of each coloured spot in the X axes. | mm |
| Coloration pattern | Dorsal | Standard deviation longitudinal centrality (xcenter_std) | Standard deviation value for Dorsal coloured spots longitudinal centrality | mm |
| Coloration pattern | Dorsal | Dorsal coloured spots transversal centrality (ymean_c) | Mean distance from inter-pupilar Y axes to the centroid of each coloured spot in the Y axes. | mm |
| Coloration pattern | Dorsal | Standard deviation transversal centrality (ycenter_std) | Standard deviation value for Dorsal coloured spots transversal centrality | mm |
| Coloration pattern | Dorsal | Mean dorsal circularity (cd_mean) | Mean value for dorsal coloured spots circularity (4πArea/Perimeter2) | no units |
| Coloration pattern | Dorsal | Standard deviation dorsal spots circularity (circ_d_std) | Standard deviation value for dorsal coloured spots circularity | no units |
| Coloration pattern | Dorsal | Mean dorsal roundness (rd_mean) | Mean value for dorsal coloured spots roundness (4πArea/Feret2) | no units |
| Coloration pattern | Dorsal | Standard deviation dorsal spots roundness (roun_d_std) | Standard deviation value for dorsal coloured spots roundness | no units |
| Coloration pattern | Ventral | Number of coloured ventral spots (nspots_v) | Count of spots with bright colouration in ventral surface | count |
| Coloration pattern | Ventral | Ventral area (v_area) | Ventral area without including limbs | mm2 |
| Coloration pattern | Ventral | Median ventral colour spot area (v_spots_median) | Median value for the area of ventral spots/individual | mm2 |
| Coloration pattern | Ventral | Average of ventral colour spot area (v_spots_mean) | Mean value for the area of ventral spots/individual | mm2 |
| Coloration pattern | Ventral | Standard deviation of ventral colour spot area (v_spots_std) | Standard deviation value for the area of ventral spots/individual | mm2 |
| Coloration pattern | Ventral | Percentage of ventral colouration (%_col_v) | Summatory of individual ventral colour spot areas divided by the total dorsal area | % |
| Coloration pattern | Ventral | Ventral coloured spots longitudinal centrality (xvmean_c) | Mean distance from inter-pupilar Y axes to the centroid of each coloured spot in the X axes (Ventral) | mm |
| Coloration pattern | Ventral | Standard deviation ventral longitudinal centrality (xvcenter_std) | Standard deviation value for Dorsal coloured spots longitudinal centrality (Ventral) | mm |
| Coloration pattern | Ventral | Ventral coloured spots transversal centrality (yvmean_c) | Mean distance from inter-pupilar Y axes to the centroid of each coloured spot in the Y axes (Ventral) | mm |
| Coloration pattern | Ventral | Ventral colored spots transversal centrality weighted by spot area (yvmean_c_w) | Mean of the products between the area of each ventral colored spot and its Y-axis centroid position relative to the interpupillary reference axis. | mm³ |
| Coloration pattern | Ventral | Standard deviation ventral transversal centrality (yvcenter_std) | Standard deviation value for ventral coloured spots transversal centrality (Ventral) | mm |
| Coloration pattern | Ventral | Mean ventral circularity (cv_mean) | Mean value for ventral coloured spots circularity (4πArea/Perimeter2) | no units |
| Coloration pattern | Ventral | Standard deviation dorsal spots circularity (circ_v_std) | Standard deviation value for ventral coloured spots circularity | no units |
| Coloration pattern | Ventral | Mean ventral roundness (rv_mean) | Mean value for dorsal coloured spots roundness (4πArea/Feret2)** | no units |
| Coloration pattern | Ventral | Standard deviation dorsal spots roundness (round_v_std) | Standard deviation value for ventral coloured spots roundness | no units |
| Coloration intensity | Dorsal | Dorsal Background red intensity (red_b_d) | R value (RGB component ) dorsal background colouration | RGB Units |
| Coloration intensity | Dorsal | Dorsal Background green intensity (green_b_d) | G value (RGB component ) dorsal background colouration | RGB Units |
| Coloration intensity | Dorsal | Dorsal Background blue intensity (blue_b_d) | B value (RGB component ) dorsal background colouration | RGB Units |
| Coloration intensity | Dorsal | Dorsal Background Brightness Index (indexbrigh_ind_b_d) | Dorsal background colouration (brightness index calculated as 0.299R+0.587G+0.114B) | RGB Units |
| Coloration intensity | Dorsal | Dorsal coloured red intensity (red_d_d) | R value (RGB component ) dorsal coloured colouration | RGB Units |
| Coloration intensity | Dorsal | Dorsal coloured green intensity (green_d_d) | G value (RGB component ) dorsal coloured colouration | RGB Units |
| Coloration intensity | Dorsal | Dorsal coloured blye intensity (blue_d_d) | B value (RGB component ) dorsal coloured colouration | RGB Units |
| Coloration intensity | Dorsal | Dorsal coloured Brightness Index (brigh_ind_d_d) | Dorsal bright colouration (brightness index calculated as 0.299R+0.587G+0.114B)) | RGB Units |
| Coloration intensity | Dorsal | Dorsal Brightness difference (brigh_diff_d) | Dorsal Brightness difference (brigh_ind_d_d) - (brigh_ind_b_d) | RGB Units |
| Coloration intensity | Ventral | Ventral Background red intensity (red_b_d) | R value (RGB component ) ventral background colouration | RGB Units |
| Coloration intensity | Ventral | Ventral Background green intensity (green_b_d) | G value (RGB component ) ventral background colouration | RGB Units |
| Coloration intensity | Ventral | Ventral Background blue intensity (blue_b_d) | B value (RGB component ) ventral background colouration | RGB Units |
| Coloration intensity | Ventral | Ventral Background Brightness Index (indexbrigh_ind_b_d) | Ventral background colouration (brightness index) | RGB Units |
| Coloration intensity | Ventral | Ventral coloured red intensity (red_d_d) | R value (RGB component ) ventral coloured colouration | RGB Units |
| Coloration intensity | Ventral | Ventral coloured green intensity (green_d_d) | G value (RGB component ) ventral coloured colouration | RGB Units |
| Coloration intensity | Ventral | Ventral coloured blye intensity (blue_d_d) | B value (RGB component ) ventral coloured colouration | RGB Units |
| Coloration intensity | Ventral | Ventral coloured Brightness Index (brigh_ind_d_d) | Ventral coloured colouration (brightness index) | RGB Units |
| Coloration intensity | Ventral | Ventral Brightness difference (brigh_diff_d) | Ventral Brightness difference (brigh_ind_d_d) - (brigh_ind_b_d) | RGB Units |
File: Oophaga_SNPs.vcf
Description: Genotyping data generated using next-generation sequencing. The VCF file contains single nucleotide polymorphism (SNP) data for Oophaga samples. Rows represent variant sites (SNPs), while sample-specific columns contain genotype information for each individual.
Code/software
Severeal open access software can be used to review the files (I.e., Open office).
Phenotypic data collected from high-resolution pictures of Oophaga individuals. Measurements were taken using ImageJ software (https://imagej.nih.gov/ij/). Genomic data (SNPs) was collected using ddRAD tags as described in the Methods section of the main manuscript.
