AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
TL;DR
This work establishes a highly effective electroporation strategy, augmented by nanotechnology, for the delivery of mRNA and RNP complexes, enabling high-efficiency protein expression and gene editing in zebrafish embryos, with broad potential applications in aquatic biotechnology.
Digital microfluidic (DMF) electroporation enables precise, low-volume genetic manipulation of mammalian cells while minimizing cellular input by up to 100x and preserving viability. This study presents a high-throughput DMF-based transfection workflow for CRISPR-mediated knockout of the TRAC locus in primary human suspension T cells and for mRNA transfection of three-dimensional HEK293T spheroids. Using spatially deposited CRISPR guide RNAs and on- cartridge ribonucleoprotein (RNP) assembly, efficient TRAC locus disruption was achieved in both CD4⁺ and CD8⁺ T-cell populations using only 10,000 cells per condition, with post-editing viabilities exceeding 85%. Biophysical characterization using flow-induced and Taylor dispersion analyses revealed that polymer additives stabilize Cas9-sgRNA complexes under electroporation buffer conditions, supporting reproducible editing at sub microliter volumes. The workflow was further adapted for 3D applications by delivering EGFP mRNA into intact HEK293T spheroids, resulting in robust and spatially uniform fluorescence without impairing spheroid growth or morphology. Together, these results demonstrate that DMF electroporation enables efficient genome editing and mRNA delivery across both suspension immune cells and multicellular spheroids. This platform provides a scalable and low-input solution for applications in CAR-T cell therapy, functional genomics, and advanced 3D cellular models.
Efficient delivery of CRISPR components remains a major determinant of genome editing outcomes. In this study, we compared conventional lipofection with magnetic nanoparticle-assisted gene delivery (magnetofection) for CRISPR-mediated genome editing efficiency using SpCas9 and AsCas12a systems. Based on the average values obtained from multiple independent targets, lipofection resulted in relatively low indel efficiencies, with mean values of average 8.1%–12.47%. In contrast, magnetofection markedly enhanced genome editing outcomes, yielding average indel efficiencies of average 42.29%–45.04%, representing a substantial increase (3.39- and 5.56-fold, respectively) compared with lipofection. This enhancement was consistently observed across both SpCas9-and AsCas12a-mediated editing, indicating that the improved efficiency conferred by magnetic nanoparticle delivery is independent of the nuclease platform. Furthermore, the increased performance of magnetofection was reproducible across multiple genomic loci and cell lines and was also effective under RNP-based delivery conditions, demonstrating its robustness and reliability. In addition to indel-based genome disruption, magnetofection also significantly improved prime editing efficiency (13.95% on average) compared to lipofection (3.81% on average). Overall, our results demonstrate that magnetic nanoparticle-mediated delivery enables highly efficient and reproducible CRISPR genome editing, substantially outperforming conventional lipofection for both indel formation and prime editing. Magnetofection therefore represents a powerful and broadly applicable delivery strategy for next-generation genome editing applications.
This study overcomes a key bottleneck in CRISPR/Cas delivery to small insect embryos, opening new avenues for rapid, high-throughput, and cost-effective RNP delivery methods in insect embryos.
A substantial decrease in menthofuran content in the essential oil of the edited line #10 compared to the wild-type control is revealed, thereby demonstrating a viable strategy for improving mint essential oil quality through genome-editing.
An optimized protocol balancing high transfection/transduction efficiency with minimized cytotoxicity was developed, supporting tissue-engineered IVD constructs and other CRISPR-based regenerative therapies for DDD.
Findings establish Cas7-11 as a precise and efficient RNA knockdown tool for functional studies in embryonic development and stem cell biology, providing a versatile alternative to DNA-based gene-editing approaches.
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