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

Plant Cell. 2025 Feb 13;37(2):koaf026. doi: 10.1093/plcell/koaf026.

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.

MeSH terms

  • CRISPR-Cas Systems
  • Gene Editing* / methods
  • Genetic Engineering / methods
  • Genome, Plant
  • Lipids*
  • Nicotiana* / cytology
  • Nicotiana* / genetics
  • Nicotiana* / metabolism
  • Phenotype*
  • Plant Cells / metabolism
  • Plants, Genetically Modified
  • Protoplasts / metabolism
  • Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization / methods
  • Zea mays* / genetics
  • Zea mays* / metabolism

Substances

  • Lipids