Nature biotechnology

An AI model for designing lipid nanoparticles improves mRNA delivery to specific tissues

Updated

Abstract

Essence

An AI-designed lipid nanoparticle improved cartilage-selective mRNA delivery and supported chondrocyte gene editing with cartilage protection in mouse osteoarthritis models.

Evidence

This preclinical platform study used a multiobjective AI model to design ionizable lipids, then showed that K9 LNPs achieved over 90% transfection in mouse joint chondrocytes and 13.5-fold higher knee-to-liver selectivity than SM-102, with chondrocyte-specific Mmp13 editing and sustained cartilage protection in osteoarthritis mice.

Caveat

Because the results come from AI-guided nanoparticle optimization and mouse cartilage models, tissue selectivity, safety, and efficacy in humans remain unproven.

Simplified

Full Text

Full text is available at the source.

Funding

Competing interests

0 of 16
authors report competing interests
16 report none
PubMed

What Lands in Your Inbox Each Week:

  • 📚7 fresh studies
  • 📝plain-language summaries
  • direct links to original studies
  • 🏅top journal indicators
  • 📅weekly delivery
  • 🧘‍♂️always free