Using Single Cell RNA Sequencing to Identify Novel Lipid Nanoparticle Candidates
Webinar with Dr. Kalina Paunovska | August 13, 2025
Lipid nanoparticles (LNPs) are at the core of RNA therapeutics, but finding the right formulations for targeting specific cell types remains a challenge. In this webinar, Dr. Kalina Paunovska, co-founder of Nava Therapeutics, shared how her team is using single cell RNA sequencing (SENT-seq) to accelerate the discovery of promising new LNP candidates. https://www.nature.com/articles/s41565-022-01146-9
Why Single Cell RNA Sequencing?
Traditional bulk assays can only show average delivery across tissues. SENT-Seq goes deeper, revealing how each candidate formulation performs at the resolution of individual cell types — highlighting both efficiencies and off-target effects.
How It Works
- LNP libraries: Multiple formulations with different lipid compositions are tested in parallel.
- Barcoded cargo: Each LNP carries a unique identifier so results can be traced back.
- In vivo delivery & sequencing: After administration, cells are sequenced to map delivery across tissues.
- Data analysis: Breakdown of which LNPs reach desired cells — and which do not.
Key Takeaways
- SENT-Seq uncovers cell-type specific delivery patterns that bulk methods miss.
- Certain formulations show strong uptake in targeted immune or endothelial cells.
- Off-target delivery can be identified early, guiding safer design choices.
- The approach generates valuable datasets informing predictive rules for next-gen LNPs.
Looking Ahead
SENT-Seq allows researchers to screen and optimize LNPs more rapidly, reduce unintended effects, and improve therapeutic precision. By combining cutting-edge sequencing with smart lipid design, this methodology is building a clearer roadmap for the future of RNA delivery.
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