Machine learning of 3D chromatin contacts

Gene regulation in eukaryotes is profoundly shaped by the 3D organization of chromatin. We are using deep learning approaches to predict long-range chromatin interactions from DNA sequence features. 

Key paper: 

Piecyk et al. (2022) Predicting 3D chromatin interactions from DNA sequence using Deep Learning. Computational and Structural Biotechnology Journal [Abstract]