Published February 14, 2023 | Version v1
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Data from: Genomics reveals the role of admixture in the evolution of structure among sperm whale populations within the Mediterranean Sea

  • 1. University of Genoa
  • 2. Durham University
  • 3. Pelagos Cetacean Research Institute*
  • 4. WWF France *
  • 5. CIRCE, Conservation Information and Research on Cetaceans*
  • 6. Institut de Ciències del Mar
  • 7. Istituto Zooprofilattico Sperimentale del Mezzogiorno
  • 8. MARE - Marine and Environmental Sciences Centre / ARNET - Aquatic Research Network, ARDITI*
  • 9. Oriental Canary Islands Strandings Cetaceans Network*
  • 10. Veterinary Histology and Pathology Atlantic Center for Cetacean Research, University Institute of Animal Health and Food Safety (IUSA)*
  • 11. Atlantic Center for Cetacean Research, University Institute of Animal Health and Food Safety (IUSA)*
  • 12. Departamento de Biología & CESAM - CEMMA, Coordinadora para o Estudo dos Mamíferos Mariños*

Description

In oceanic ecosystems, the nature of barriers to gene flow, and the processes by which populations may become isolated are different from the terrestrial environment, and less well understood. In this study, we investigate a highly mobile species (the sperm whale, Physeter macrocephalus) that is genetically differentiated between an open North Atlantic population and the populations in the Mediterranean Sea. We apply high-resolution single nucleotide polymorphisms (SNP) analysis to study the nature of barriers to gene flow in this system, comparing gene flow across the putative boundary into the Mediterranean (Strait of Gibraltar and Alboran Sea region) with novel analyses on structuring among sperm whale populations within the Mediterranean basin. Our data support a recent founding of the Mediterranean, around the time of the last glacial maximum, and shows concerted historical demographic profiles in both the Atlantic and the Mediterranean. In each region, there is evidence for a population decline around the time of the founder event, more extreme within the Mediterranean Sea where effective population size is substantially lower. While differentiation is strongest at the Atlantic/Mediterranean boundary, there is also significant differentiation between the Eastern and Western basins of the Mediterranean Sea. We propose, however, that the mechanisms are different. While post-founding gene flow was reduced between the Mediterranean and Atlantic populations, within the Mediterranean an important factor differentiating the basins is likely a greater degree of admixture between the Western basin and the North Atlantic.

Notes

The two files, .ped and .map can be used within the R package SambaR (De Jong et al., 2021) in order to do SNP data management and analyses (https://github.com/mennodejong1986/SambaR.git).

DATA FILTERING

Once the dataset is imported, SNPs have to be filtered using the command filterdata(indmiss=0.5,snpmiss=0.05) to generate dataset A and filterdata(indmiss=0.25,snpmiss=0.05) for dataset B.

EXPORT DATA FOR DIFFERENT ANALYSES

input file to run Byesass, Treemix, Admixture, fst in Arlequin can be generated using the command exportsambarfiles() 

PCoA, LEA, f4 statistics can be run using the command findstructure() in SambaR

de Jong, M. J., de Jong, J. F., Hoelzel, A. R., & Janke, A. (2021). SambaR: An R package for fast, easy, and reproducible populationgenetic analyses of biallelic SNP data sets. Molecular Ecology Resources, 21(4), 1369-1379. https://doi.org/10.1111/1755-0998.13339

Funding provided by: Università degli Studi di Genova
Crossref Funder Registry ID: http://dx.doi.org/10.13039/501100004702
Award Number:

Funding provided by: OceanCare*
Crossref Funder Registry ID:
Award Number:

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Additional details

Related works

Is derived from
10.5061/dryad.dv41ns233 (DOI)