Dogra Lab

Methodist Hospital Research Institute

Houston · United States

NIH-funded
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NIH R01 · 2024

Artificial intelligence-integrated mechanistic modeling for rational design of nanoparticles to improve organ targeting and safety

PROJECT SUMMARY. Nanoparticles (NPs) hold great promise as targeted drug delivery systems but tailoring their pharmacokinetics (PK) to specifically target regions of interest remains a challenge. This limits the clinical translation of NPs due to poor efficacy and safety concerns associated with off-target accumulation of NP-based formulations. Due to the interactions of NPs with biological components, driven by their structural properties, customizing the pharmacokinetics (PK) of NPs requires a quantitative understanding of the effect of NP structural properties on their whole-body biodistribution, which in turn also governs their safety profile. Therefore, to enable rational design of NPs…

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