“…If the contribution of the parallel evolution of gene expression to phenotypic convergence is prevalent, we can predict that many genes would be repeatedly up‐ or down‐regulated in one ecotype compared to another in independent lineages. Consistent with this prediction, some of the previous transcriptome studies showed parallel transcriptome evolution between the low‐ and the high‐latitude populations of Drosophila melanogaster and D. simulans and between the marine and freshwater ecotypes of stickleback (Hart, Ellis, Eisen, & Miller, ; Zhao, Wit, Svetec, & Begun, ). However, other studies failed to show significant parallel patterns between the wild and weedy populations of Helianthus annuus (Lai, Kane, Zou, & Rieseberg, ) or revealed not only parallel, but also antiparallel patterns (i.e., ecotypes in different lineages showed opposite direction of differential expression) between the normal and dwarf morphs of whitefish (Derome, Duchesne, & Bernatchez, ) and between the lake and stream ecotypes of stickleback (Hanson, Hu, Hendry, & Barrett, ).…”