The invention belongs to the field of
cell culture
automation and intelligent regulation and control, and discloses an
optogenetics-based
adherent cell culture optimization method and
system. The method comprises the following steps: inputting an
adherent cell type and a culture target, and calling an
adherent cell-optical genetic parameter joint
database; performing targeted pretreatment on the target adherent cells;
processing through a multi-parameter optimization
algorithm hardware platform to generate an
executable customized
photostimulation scheme; performing accurate
light stimulation on the positive adherent cells; comparing the obtained detection data with normal adherent
cell parameters in a joint
database, and evaluating the influence of a
photostimulation scheme on the cells; updating the parameters of the multi-parameter optimization
algorithm and the prediction model; and inputting the adherent
cell type and the culture target to the updated prediction model, and outputting an optimal
light stimulation scheme. The core problems of low
photostimulation accuracy and poor targeting in the prior art are solved, and high-activity and high-consistency light-sensitive adherent cells are stably produced.