We harness deep learning on multi-omics data to model cells and efficiently engineer their behavior

Cells are the most advance piece of engineering on earth resulting from trillions of chemical interactions. However, small perturbations within those interactions, due to mutations or external influences, can lead cells to pathological states, then causing diseases.

 

For decades, biologists have struggled identify those causes by iteratively reconstructing cell mechanisms.

 

At DeepLife, we develop novel approaches based on state-of the art multi-omics data, machine learning, and systems engineering to identify molecular triggers driving back a cell in its healthy state.