you might try the protocol described in the attached paper, which worked for apple and grapevine tissues in our hands and for cotton leaves according to literature.
You may get best results from Spectrum™ Plant Total RNA Kit (Sigma). The isolated RNA may be directly used for RNA-seq study. The result is better than the Qiagen plant RNA extraction kit.