Understanding how cells dynamically adapt to their environment is important, but temporal information about cellular behaviour is often limited. Here, Miano et al. apply unsupervised machine learning to a dataset describing the activity of over 1,800 promoters in E. coli, measured every 10 minutes, defining three primary stages of promoter activation in response to heavy metal stress.
- Arianna Miano
- Kevin Rychel
- Jeff Hasty
