Mapping regulatory determinants in plants

M Galli, F Feng, A Gallavotti - Frontiers in Genetics, 2020 - frontiersin.org
The domestication and improvement of many plant species have frequently involved
modulation of transcriptional outputs and continue to offer much promise for targeted trait …

Modeling chromatin state from sequence across angiosperms using recurrent convolutional neural networks

T Wrightsman, AP Marand, PA Crisp… - The Plant …, 2022 - Wiley Online Library
Accessible chromatin regions are critical components of gene regulation but modeling them
directly from sequence remains challenging, especially within plants, whose mechanisms of …

ConnecTF: A platform to build gene networks by integrating transcription factor-target gene interactions

MD Brooks, CL Juang, MS Katari, JM Alvarez… - bioRxiv, 2020 - biorxiv.org
Deciphering gene regulatory networks (GRNs) is both a promise and challenge of systems
biology. The promise is identifying key transcription factors (TFs) that enable an organism to …