Comparative population genomic diversity and differentiation in trapdoor spiders and relatives (Araneae, Mygalomorphae)
Data files
Oct 03, 2024 version files 1.37 GB
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Mygals_PopGen_Supp.zip
1.37 GB
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README.md
2.80 KB
Abstract
Although patterns of population genomic variation are well-studied in animals, there remains room for studies that focus on non-model taxa with unique biologies. Here we characterize and attempt to explain such patterns in mygalomorph spiders, which are generally sedentary, often occur as spatially clustered demes, and show remarkable longevity. Genome-wide SNP data was collected for 500 individuals across a phylogenetically representative sample of taxa. We inferred genetic populations within focal taxa using a phylogenetically-informed clustering approach, and characterized patterns of diversity and differentiation, within- and among these genetic populations, respectively. Using phylogenetic comparative methods we asked whether geographic range sizes and ecomorphological variables (behavioral niche and body size) significantly explain patterns of diversity and differentiation. Specifically, we predicted higher genetic diversity in genetic populations with larger geographic ranges, and in small-bodied taxa. We also predicted greater genetic differentiation in small-bodied taxa, and in burrowing taxa. We recovered several significant predictors of genetic diversity, but not genetic differentiation. However, we found generally high differentiation across genetic populations for all focal taxa, and a consistent signal for isolation by distance irrespective of behavioral niche or body size. We hypothesize that high population genetic structuring, likely reflecting combined dispersal limitation and microhabitat specificity, is a shared trait for all mygalomorphs. Few studies have found ubiquitous genetic structuring for an entire ancient and species-rich animal clade.
Article Citation:
Monjaraz-Ruedas, R., Starret, J., Newton, L., Bond, J., Hedin, M. (YEAR). Comparative population genomic diversity and differentiation in trapdoor spiders and relatives (Araneae, Mygalomorphae). Molecular Ecology
Authors:
Rodrigo Monjaraz-Ruedas, James Starrett, Lacie Newton, Jason Bond, Marshal Hedin
Overview:
Here we characterize and explain patterns of population genomic variation in mygalomorph spiders. Using phylogenetic comparative methods we asked whether geographic range sizes and ecomorphological variables (behavioral niche and body size) significantly explain patterns of diversity and differentiation. This repository contains input data, output files, SNP data, and scripts used for analyses described in detail in the Methods section of the manuscript.
Contact: For questions or issues related to the code, data, and analysis:
Rodrigo Monjaraz-Ruedas - monroderik@gmail.com
Folder structure
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├── PGLS
├── Pop_Files
├── Scripts
├── Trees
│ ├── Astral_Tree
│ ├── Iqtree_Trees
│ └── Time-Calibrated
│ └── Mygals-80p
├── VCFs
│ ├── Apomastus
│ ├── Apto
│ ├── Athompi
│ ├── Atypo
│ ├── Bothrio
│ ├── Casoga
│ ├── Hapachea
│ ├── Megahex
│ └── Microhex
└── Pixy_Output
Description
Data
Raw UCE data is deposited under BioProject PRJNA1157860 on the GenBank SRA repository.
PGLS
Input files needed for running PGLS analyses.
- Range Size is provided in squared Kilometers
- Abbreviations:
- PGLS, Phylogenetic generalised least squares
- Ave, Average
- Pop, Population
- pi, Genetic diversity
Pop_Files
Input files containing Metadata information associated with VCF files, including Sample name, Population name, Latitude, and Longitude.
- Abbreviations
- Lat, Latitude
- Lon, Longitude
- Pop, population
Scripts
Script used for multiple analyses.
Trees
Tree files and log files obtained across multiple phylogenetic analyses.
- ASTRAL -> Log output file, newick file with gene trees and, newick file with ASTRAL tree.
- IQ-TREE -> Newick tree files for every focal taxon.
- Time-Calibrated -> Input files, configuration files and alignments (Mygals-80p) needed to replicate LSD2 analysis.
VCFs
VCF files per focal taxa, including All_Sites, Filtered, and Biallelic SNPs and their respective Reference fasta file.
Pixy_Output
Folder containing the output file of the pixi runs, used for getting summary statistics with the script Summarize_pixy_stats.R
- Monjaraz‐Ruedas, Rodrigo; Starrett, James; Newton, Lacie et al. (2024). Comparative Population Genomic Diversity and Differentiation in Trapdoor Spiders and Relatives (Araneae, Mygalomorphae). Molecular Ecology. https://doi.org/10.1111/mec.17540
