Do different rates of gene flow underlie variation in phenotypic and phenological clines in a montane grasshopper community?
Cite this dataset
Schoville, Sean; Slatyer, Rachel; Nufio, César; Buckley, Lauren (2020). Do different rates of gene flow underlie variation in phenotypic and phenological clines in a montane grasshopper community? [Dataset]. Dryad. https://doi.org/10.5061/dryad.w3r2280m3
Species responses to environmental change are likely to depend on existing genetic and phenotypic variation, as well as evolutionary potential. A key challenge is to determine whether gene flow might facilitate or impede genomic divergence among populations responding to environmental change, and if emergent phenotypic variation is limited by gene flow rates. A general expectation is that patterns of genetic differentiation in a set of co-distributed species reflect differences in dispersal ability. In less-dispersive species, we predict greater genetic divergence and reduced gene flow. This could lead to covariation in life-history traits due to local adaptation, although plasticity or drift could mirror these patterns. Here we compare genome-wide patterns of genetic structure in four phenotypically variable grasshopper species along a steep elevation gradient near Boulder, Colorado. We test the hypothesis that genomic differentiation is greater in short-winged grasshopper species, and statistically associated with variation in growth, reproductive and physiological traits along the elevational gradient. In addition, we estimate rates of gene flow under competing demographic models, as well as potential gene flow through surveys of phenological overlap among populations within a species. All species exhibit genetic structure along the elevation gradient and limited gene flow. The most pronounced genetic divergence appears in short-winged (less-dispersive) species, which also exhibit less phenological overlap among populations. A high elevation population of the most widespread species, Melanoplus sanguinipes, appears to be a sink population derived from low elevation populations. While dispersal ability has a clear connection to the genetic structure in different species, genetic distance does not predict growth, reproductive or physiological trait variation in any species, and evidence for local adaptation in these species remains equivocal.
The dataset includes additional figures for genetic analysis of four grasshopper species, as well as supporting data and files for conducting ABC analysis of gene flow.
Supplemental File 1 (.docx file): Provides figures and tables related to genetic analysis of population structure, and ABC modeling of gene flow.
Supplemental File 2 (.xlsx file): The barcode, sample identifier and population identifier for demultiplexing Illumina short read data (NCBI Bioproject PRJNA547722).
Supplemental File 3 (zip archive of text files): Input files to conduct fastsimcoal simulations.
Supplemental File 4 (zip archive of text files): Custom R scripts for population genetics data analysius.