bioRxivPlant BiologyPreprint
Gene regulatory network analysis of somatic embryogenesis identifies morphogenic genes that increase maize transformation frequency
Jim RenemaiD, Svitlana LukichevaiD, Isabelle Verwaerde, Stijn AesaertiD, Griet CoussensiD, Jolien De BlockiD, Carolin GronesiD, Thomas EekhoutiD, Bert De RybeliD, Rhoda A. T. Brew‐AppiahiD, Christopher A. Bagley, Lennart HoengenaertiD, Klaas VandepoeleiD, Laurens PauwelsiD
Abstract
Somatic embryogenesis allows a somatic plant cell to develop into an embryo, and potentially into a fertile plant. Transcription factors such as BABY BOOM can induce somatic embryogenesis when ectopically expressed and are widely used for aiding regeneration in tissue culture for transformation and gene editing of crops. Nevertheless, regeneration remains a bottleneck and alternative morphogenic genes are highly desired. Here, we co-expressed BABY BOOM and WUSCHEL2 in zygotic maize (Zea mays L.) embryos and studied gene regulatory networks in induced somatic embryos at the single-cell level. By inferring cell-type-specific regulons, we prioritized candidate regulators and confirmed functionality of four transcription factors, bHLH48, EREB152, GRF4, and HB77, for enhanced maize transformation frequency, leading to fertile, transgenic plants. Interestingly, the basic helix-loop-helix and homeodomain-leucine zipper families had previously not been associated with induced somatic embryogenesis. Our work will contribute to more efficient transformation, much needed to deliver on the promise of gene editing for agriculture.
- organism: zebrafish
- assay: scRNA-seq
- research focus: gene regulatory network inference
- approach: deep learning
- approach: statistical model
- Citations
- 1
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- The combination of morphogenic regulators BABY BOOM and GRF-GIF improves maize transformation efficiency
Z. Chen, J. M. Debernardi, … A. Gallavotti·bioRxiv·Sep 2, 2022
- Rapid and Highly Efficient Morphogenic Gene-Mediated Hexaploid Wheat Transformation
K. Johnson, U. C. Chu, … T. J. Jones·bioRxiv·Jan 25, 2023
- An efficient gene excision system in maize
A. ANAND, N. Wang, … D. Chilcoat·bioRxiv·May 26, 2020
- Rice embryogenic trigger BABY BOOM1 promotes somatic embryogenesis by upregulation of auxin biosynthesis genes
Imtiyaz Khanday, Christian Santos‐Medellín, Venkatesan Sundaresan·New PhytologistPeer-reviewed·Jan 28, 2023
- Uncovering transcriptional regulatory network during regeneration for boosting wheat transformation
Xuemei Liu, Xiao Min Bie, … Jun Ying Xiao·Nature PlantsPeer-reviewed·May 4, 2023
- Boosting transformation in wheat by BBM-WUS