The role of neutral and adaptive genomic variation in population diversification and speciation in two ground squirrel species of conservation concern
Cite this dataset
Barbosa, Soraia et al. (2021). The role of neutral and adaptive genomic variation in population diversification and speciation in two ground squirrel species of conservation concern [Dataset]. Dryad. https://doi.org/10.5061/dryad.sj3tx965c
Understanding the neutral (demographic) and adaptive processes leading to the differentiation of species and populations is a critical component of evolutionary and conservation biology. In this context, recently diverged taxa represent a unique opportunity to study the process of genetic differentiation. Northern and southern Idaho ground squirrels (Urocitellus brunneus – NIDGS, and U. endemicus - SIDGS, respectively) are a recently diverged pair of sister species that have undergone dramatic declines in the last 50 years and are currently found in metapopulations across restricted spatial areas with distinct environmental pressures. Here we genotyped single-nucleotide polymorphisms (SNPs) from buccal swabs with restriction site-associated DNA sequencing (RADseq). With these data we evaluated neutral genetic structure at both the inter- and intraspecific level, and identified putatively adaptive SNPs using population structure outlier detection and genotype-environment association (GEA) analyses. At the interspecific level, we detected a clear separation between NIDGS and SIDGS, and evidence for adaptive differentiation putatively linked to torpor patterns. At the intraspecific level, we found evidence of both neutral and adaptive differentiation. For NIDGS, elevation appears to be the main driver of adaptive differentiation, while neutral variation patterns match and expand information on the low connectivity between some populations identified in previous studies using microsatellite markers. For SIDGS, neutral substructure generally reflected natural geographic barriers, while adaptive variation reflected differences in land cover and temperature, as well as elevation. These results clearly highlight the roles of neutral and adaptive processes for understanding the complexity of the processes leading to species and population differentiation, which can have important conservation implications in susceptible and threatened species.
This dataset contains custom scripts required to perform all analyses based on the thirteen-lined ground squirrel VCFs (available raw data and bam files from NCBI's BioProject PRJNA747996). The provided VCF files should be used with the three custom scripts (0-1-2) with a .csv file with metadata relating to individuals location, and environmental variable values for their geographic positions. Custom scripts "commands_0_filtering" refer to quality filtering steps, with one for each dataset (IDGS, NIDGS and SIDGS); "commands_1_GEA" refer to the genotype-environment association analysis steps; and "commands_2_diversity_differentiation" refer to the genetic diversity and differentiation analysis. The scripts should be used in this order.
NIH COBRE, Award: P30GM103324
NSF EPSCOR, Award: OIA-1757324
NIH COBRE, Award: P30GM103324
Kansas NSF EPSCoR, Award: OIA-1757324