AI-driven modular platform for peptide dendrimer lipid nanocarriers: streamlining and accelerating precision nucleic acid delivery

Lipid-based nanocarriers, particularly lipid nanoparticles (LNPs), have transformed the landscape of nucleic acid delivery, finding success in mRNA vaccines and gene therapies. However, these delivery systems remain constrained by their inherent liver tropism, limiting broader therapeutic applications. Recent advances in modular peptide dendrimer lipid hybrids and artificial intelligence (AI)-driven screening techniques are now reshaping the field, offering greater precision and efficiency in targeting delivery systems beyond the liver.

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Publication Details

Journal
Nucleic Acid Insights
Published
2025-05-22
DOI
https://doi.org/10.18609/nuc.2025.017
Primary Topic
RNA Interference and Gene Delivery
Type
article
Field-Weighted Citation Impact
0.00
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article

AI-driven modular platform for peptide dendrimer lipid nanocarriers: streamlining and accelerating precision nucleic acid delivery

Albert Kwok, Tristan Henser‐Brownhill
Nucleic Acid Insights
RNA Interference and Gene Delivery
article

AI-driven modular platform for peptide dendrimer lipid nanocarriers: streamlining and accelerating precision nucleic acid delivery

Albert Kwok, Tristan Henser‐Brownhill
article en

Abstract

Lipid-based nanocarriers, particularly lipid nanoparticles (LNPs), have transformed the landscape of nucleic acid delivery, finding success in mRNA vaccines and gene therapies. However, these delivery systems remain constrained by their inherent liver tropism, limiting broader therapeutic applications. Recent advances in modular peptide dendrimer lipid hybrids and artificial intelligence (AI)-driven screening techniques are now reshaping the field, offering greater precision and efficiency in targeting delivery systems beyond the liver.

Nucleic Acid InsightsVol. 2(6)
Amicus Therapeutics (United Kingdom) (GB)
Openalex Percentile: Top 63%
RNA Interference and Gene Delivery
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