“…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, 2018;Zhao, Wit, Svetec, & Begun, 2015). However, other studies failed to show significant parallel patterns between the wild and weedy populations of Helianthus annuus (Lai, Kane, Zou, & Rieseberg, 2008) 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, 2006) and between the lake and stream ecotypes of stickleback (Hanson, Hu, Hendry, & Barrett, 2017). Further analysis on different systems is, therefore, essential for a better understanding of the prevalence of parallelism in transcriptome evolution.…”