Tech Session I: Artificial Intelligence and Predictive Models
Nanocarrier imaging at single-cell resolution across entire mouse bodies with deep learning
Tuesday, July 15, 2025
11:38 AM – 11:49 AM EDT
Introduction: We present Single Cell Precision Nanocarrier Identification (SCP-Nano), an integrated experimental and deep learning pipeline to comprehensively quantify the targeting of nanocarriers throughout the whole mouse body at single-cell resolution. SCP-Nano reveals the tissue distribution patterns of lipid nanoparticles (LNPs) at doses as low as 0.0005 mg kg−1—far below the detection limits of conventional whole body imaging techniques. SCP-Nano generalizes to various types of nanocarriers, including liposomes, polyplexes, DNA origami and adeno-associated viruses (AAVs).
Learning Objectives:
At the completion of this activity, participants will know
Participants will be able to apply SCP-Nano to visualize and quantify their nanocarrier distribution