Data from: Population structure of lake whitefish (Coregonus clupeaformis) from the Mississippian lineage in North America
Data files
Apr 18, 2025 version files 45.49 MB
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m3M3n3r70-NoPops.vcf
45.48 MB
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popmap-LocalAdaptation-Lakes-NoRep.txt
8.69 KB
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README.md
1.70 KB
Abstract
The lake whitefish (Coregonus clupeaformis) is a commercially valuable freshwater species with a broad distribution in North America. Some phylogeographic work has been done on this species, but little is known about genetic population subdivision among populations of the widely-dispersed Mississippian lineage. We used 3,173 SNPs in 508 lake whitefish from 22 different lakes to examine population structure across central Canada and the USA. Bayesian clustering, ordination, and fixation indices identified population subdivision that largely reflected geographic distance and hydrological connectivity, with greater differentiation between lakes that are farther apart. Population subdivision was hierarchical, with greater differentiation between Canadian provinces and less differentiation based on river basins within provincial boundaries. Interestingly, isolation by distance alone was not sufficient to account for all of the observed genetic differentiation among populations. We conclude that important components of lake whitefish genetic diversity are present at different spatial scales, and that populations within the Mississippian lineage have differentiated widely across their range.
Dataset DOI: 10.5061/dryad.p2ngf1vrf
Description of the data and file structure
Adult lake whitefish were collected from 22 lakes across central Canada from Saskatchewan to Ontario, and from several sites in the United States from Lakes Michigan and Huron. Fish were primarily collected through government agencies, commercial fishermen, and fish processing plants. Either dorsal muscle tissue or a fin clip was collected and stored in lysis buffer (4.0M urea/0.2M NaCl/0.1M Tris–HCl, pH 8.0/0.5% n-laurylsarcosine/0.1 M 1,2-cyclo-hexanediamine) for genetic analyses
Files and variables
File: m3M3n3r70-NoPops.vcf
Description: vcf file generated after running TRIMMOMATIC, FASTQC and STACKS. The file includes 508 individuals sequenced at 3173 SNPs. The following STACKS parameters were used in the generation of this vcf file: m = 3, M = 3, n = 3, r = 70 and a population map with no specified populations. These parameters were optimized using rules from Paris et al. (2017).
File: popmap-LocalAdaptation-Lakes-NoRep.txt
Description: strata file indicating location where each individual was sampled from. Lake Huron LH; Lake Michigan LM; Lake Superior LS; Burt Lake BL; Jean Lake JL; Saganaga Lake SaL; Schistose Lake ScL; Lake Winnipeg LW; Setting Lake SeL; Churchill South Indian Lake SIL; Granville Lake GL; Reindeer Lake RL; Mackay Lake McL; Nemieben Lake NeL; Nunn Lake NL; Lac La Ronge LR; Keeley Lake KL; Dore Lake DL; Waterhen Lake WL; Lake Diefenbaker LD; Last Mountain Lake LML
- Graham, Carly F.; Boreham, Douglas R.; Manzon, Richard G. et al. (2022). Population structure of lake whitefish (Coregonus clupeaformis) from the Mississippian lineage in North America. FACETS. https://doi.org/10.1139/facets-2021-0191
