Local DNA shape is a general principle of transcription factor binding specificity in Arabidopsis thaliana

Abstract

Methods to predict transcription factor binding sites typically focus on sequence motifs without considering DNA shape. Here the authors use a random forest machine learning approach that incorporates DNA shape and improves binding site prediction for Arabidopsis thaliana transcription factors.