BiologybioRxiv

Ranked by formulaVerdict: Notable

High efficiency gene editing and phenotype generation in avian embryos using lipid nanoparticles as a vector delivery platform

Birds are a longstanding developmental biology model because easy access to their fertilized eggs allows for direct observation and experimental manipulation during any stage of embryonic growth prior to hatching.

By Keyte, Zanin, Collerton +8

Score████░░░░░░4.3

Caveats

  • Preprint; not yet peer reviewed.

VerdictWorth a reader's time today.

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Abstract

Birds are a longstanding developmental biology model because easy access to their fertilized eggs allows for direct observation and experimental manipulation during any stage of embryonic growth prior to hatching. However, functional genetics studies in avian embryos continue to rely primarily on in ovo electroporation and viral transduction, each of which is limited by variable efficiency, procedure-induced embryonic defects, substantial embryo mortality, and ineffective delivery of gene editing reagents such as CRISPR/Cas9. Here we establish lipid nanoparticle (LNP)-mediated delivery as a reproducible alternative for manipulating gene expression in avian embryos with high viability. Using the chicken embryo (Gallus gallus), we targeted migrating cranial NCCs, which contribute extensively to the craniofacial skeleton. We optimized LNP formulation and injection timing and frequency to build a robust and adaptable pipeline that offers efficient delivery of plasmid DNA and RNA cargos. We show that LNP delivery can support the piggyBac transposon system, enabling persistent reporter expression and long-term labeling of cranial NCC derivatives. To test if LNP-mediated delivery of RNA-based CRISPR/Cas9 components can achieve efficient somatic genome editing in ovo, we targeted Runt-related transcription factor 2 (RUNX2), which is required for osteogenesis. Embryos with RUNX2 edits in their cranial NCCs show a severe loss and disruption of craniofacial ossification on the targeted side of their craniofacial skeletons, demonstrating the potential of this approach for rapid functional interrogation of gene function in vivo. We also show that LNPs can mediate transfection in domestic pigeon (Columba livia) and Pekin duck (Anas platyrhynchos) embryos, indicating this method can be deployed across avians as a vector delivery platform for studying development, disease, and evolution.

A. L. Keyte, J. P. Zanin, B. M. Collerton, S. K. Nguyen, W. N. Feist, M. L. Coquelin, J. N. Stout, B. B. Blair, J. B. Papizan, R. A. Schneider, X. Zhan

The editor's rubric

Heuristic review

Leverage3 / 5
A method or resource many groups across the field will adopt within a year.
24% of this desk’s rubric
Magnitude2 / 5
Solid incremental gain on a meaningful problem.
16% of this desk’s rubric
Evidence3 / 5
Solid: multiple benchmarks or cohorts, ablations, fair baselines, released code or data.
20% of this desk’s rubric
Novelty2 / 5
A new combination of known ideas.
20% of this desk’s rubric
Trajectory3 / 5
A clear path to scale.
10% of this desk’s rubric
Stakes3 / 5
Meaningful benefit to many people within a few years.
10% of this desk’s rubric

Editor’s rationale

Heuristic triage from title and abstract text only, not a reading of the paper. Cues found: method (we report); breadth (programmable); verification (experimental validation, independent replication); scale (efficient); stakes (genetic disease, mortality).

How the score was computed

rank-2026-10-18

Score████░░░░░░4.3

Score = 10 × (75% × adjusted merit / 10 + 15% × attention + 10% × freshness)

Desks place stronger verdicts first, then use this score to order work within the same verdict.

Merit
5.3 / 10
Weighted rubric, evidence-gated.
Adjusted merit
4.6 / 10
Shrunk toward the desk prior by editor confidence (44%).
Attention
0%
Citations, upvotes, points, mentions.
Freshness
88%
Half-life decay since publication.

No attention signals recorded yet.

The record

  • Reviewed by heuristic-v7 on Oct 20, 2026, 05:48 UTC. Paper type: method.
  • Categories: developmental biology
  • BRIEF, No.4 in the Biology edition of October 20, 2026.