Researchers compared gene activity in brain and gill tissues from wild-caught sticklebacks living in one marine and two freshwater environments. They then examined whether genes with different activity in freshwater fish were more likely to contain genetic variants showing earlier signatures of natural selection.

The freshwater-differentially expressed genes were enriched for previously identified adaptive single-nucleotide polymorphisms and statistical outliers in genetic differentiation between populations. Many variants were in regulatory DNA near genes, while examples included pvalb4 in gill calcium regulation and acsl4a in brain fatty acid metabolism.