Tracking the evolutionary innovations of plant terrestrialization

•The mechanism of plant terrestrialization is crucial for understanding plant evolution.•The recent report of high-quality reference genomes of six species sheds light on this question.•Early diverging plants could have gained new genes through horizontal gene transfer.•Horizontal gene transfer is vital for adapting new environment during plant terrestrialization.