Quantitative Modeling of Gene Expression by Using DNA Shape and Accessibility Data
October 19, 2016
Complex diseases have been linked to altered gene expression due to abnormal DNA sequences. However, the precise relationship is not fully understood. We develop a quantitative model to predict gene expression from DNA sequence, using accessibility and DNA shape data. Results show models incorporating heterogeneous data perform better than sequence-only model, and better elucidate gene regulation.