Enhancing lipid production in plant cells through automated high-throughput genome engineering and phenotyping.

Abstract

Abstract Plant bioengineering is a time-consuming and labor-intensive process with no guarantee of achieving desired traits. Here, we present a fast, automated, scalable, high-throughput pipeline for plant bioengineering (FAST-PB) in maize (Zea mays) and Nicotiana benthamiana. FAST-PB enables genome editing and product characterization by integrating automated biofoundry engineering of callus and protoplast cells with single-cell matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS). We first demonstrated that FAST-PB could streamline Golden Gate cloning, with the capacity to construct 96 vectors in parallel. Using FAST-PB in protoplasts, we found that PEG2050 increased transfection efficiency by over 45%. For proof-of-concept, we established a reporter-gene-free method for CRISPR editing and phenotyping via mutation of high chlorophyll fluorescence 136. We show that diverse lipids were enhanced up to 6-fold using CRISPR activation of lipid controlling genes. In callus cells, an automated transformation platform was employed to regenerate plants with enhanced lipid traits through introducing multigene cassettes. Lastly, FAST-PB enabled high-throughput single-cell lipid profiling by integrating MALDI-MS with the biofoundry, protoplast, and callus cells, differentiating engineered and unengineered cells using single-cell lipidomics. These innovations massively increase the throughput of synthetic biology, genome editing, and metabolic engineering and change what is possible using single-cell metabolomics in plants.

Plant phenotyping relevance

植物の遺伝子改変と連動した自動フェノタイピング基盤を開発し、単一細胞MALDI-MSによる脂質プロファイリングと葉緑素蛍光を用いた表現型評価を中核的に扱っているため。

Code and data availability

The article describes automated plant genome engineering and single-cell lipid phenotyping (FAST-PB), but no public phenotype datasets, images, author code, or trained models are deposited. The only URL mentioned is MetaboAnalyst, a generic third-party web tool used for statistics, not a paper-specific asset. Custom 'M

No evidence-backed public reproduction asset is currently recorded.