Artificial intelligence-guided design of lipid nanoparticles for pulmonary gene therapy

Dec 1, 2024·
J. Witten
,
R. Manan
,
I. Raji
,
E. Beyer
,
S. Bartlett
,
Y. Tang
,
M. Ebadi
,
J. Lei
,
D. Nguyen
,
F. Oladimeji
,
A. Jiang
,
E. MacDonald
,
Y. Hu
,
H. Mughal
,
A. Self
,
E. Collins
,
Z. Yan
,
J.F. Engelhardt
,
R. Langer
,
D.G. Anderson
· 0 min read
Nature Biotechnology Cover
Abstract
Gene therapy in the lungs could treat a range of devastating illnesses, but lack of safe and efficient delivery has held back the field. Here we introduce LiON (lipid optimization using neural networks), a deep-learning strategy for ionizable lipid design.
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Nature Biotechnology
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