Stress-Responsive Biosensors for Agricultural Applications.

摘要

Plants have internal stress response mechanisms. These mechanisms are activated in response to environmental stimuli. Measuring the activation of these mechanisms directly gives a clearer picture of how an environmental stimulus is actually affecting the stress state of the plant. This information is valuable in an agricultural context because these internal mechanisms are generally upstream of observable physiological manifestations of stress. But measuring the activity of these pathways is often expensive and time-consuming. We will demonstrate an optical biosensor system reporting the activity of a heat- and drought- sensitive gene pathway in Arabidopsis thaliana . The marginal cost per data point of this system is very low, and the rate of data acquisition is faster than the dynamics of the gene pathway, so the biosensor system can easily and quickly detect transient changes in pathway activation, opening a real-time window into the heat- and drought-stress state of the plant. With this real-time information in hand, we proceed to close the loop around the biosensor output using a computer-based feedback policy to maintain a constant biosensor expression level using the temperature in a small greenhouse as our control input. Along the way we will discover that as complicated and unknown as the internal dynamics of this process may be, a mechanistic model is not necessary to design a feedback policy that is robust to biological variability in the plants.