LUX ensemble of matrices

Version 1

The Centre for Engineering Biology is the University of Edinburgh's research organisation in interdisciplinary, Synthetic and Systems Biology, founded in 2023 as the successor to SynthSys, itself founded in 2012 as the successor to the Centre for Systems Biology at Edinburgh (CSBE). CSBE was newly founded in 2007. The Centre for Engineering Biology is a hub organisation that links across multiple, major funding awards, including an Engineering Biology Mission Hub, and EPSRC C-loop.

Andrew Millar's research group, University of Edinburgh

The dataset presents mathematical models of the gene regulatory network of the circadian clock, in the plant Arabidopsis thaliana. The work will be published as Urquiza-Garcia, Molina, Halliday and Millar, title "Abundant clock proteins point to missing molecular regulation in the plant circadian clock", in Molecular Systems Biology, 2025 doi 10.1038/s44320-025-00086-5.

Starting from the U2019.3 and U2020.3 models, this project rescales parameters to match protein levels that were predicted ...

The promoter regions for clock genes that present a ChIP-seq signal were extracted from TAIR10 using costume python scripts using the gene list for Kamioka et al CCA1 or Daphne Ezer et al for LUX. The promoter was considered from the TSS of the gene until the annotated end of the upstream gene. Then, this region was scanned using the Energy Matrix derived using EMA working as a classifier for bound or unbound. After classification the calibrated PBM data calibrated using in vitro data was used ...