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I also tested the prediction that pairs of adult females were less related on average than pairs of adult males, because sex-biased dispersal is predicted to influence local relatedness structure among adults [e.g. 25], [27], [58].
We did this to preclude parasite relatedness structure driven by similar host genetic background.
We explored the genetic architecture of these traits further with regard to the relatedness structure within each population.
This is no small challenge, as these require both detailed information on the relatedness structure of the population and very large sample sizes.
To assess the genome-wide significance threshold while accounting for both the relatedness structure in the data as well as the nonindependence between SNPs due to LD, we performed a permutation procedure (details in File S1).
On the other hand, the dense penalized regression models, whereby dense refers to models with more than 1000 retained SNPs, capture population (relatedness) structure that is predictive of the trait.
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No evidence for significant loss of genetic diversity was found, but results suggested fragmentation increased the spatial scale of movements, relatedness, genetic structure, and potentially affected sex-biased dispersal.
To test for marker-trait associations we first applied an approach that did not include any correction for the level of relatedness or structure between accessions (model 1).
Additional data cleaning procedures were applied to ensure the highest possible data quality, including using HapMap controls, detection of gender and chromosomal anomalies, hidden relatedness, population structure, batch effects, Mendelian error detection, and duplication error detection[16].
Thus, safety or hazard cannot yet be predicted conclusively by apparent relatedness of structure alone.
There are many types and degrees of relatedness of structure, depending upon atomic dimensions and stereochemical, polar, resonance, and other factors.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com