Source: DONALD DANFORTH PLANT SCIENCE CENTER submitted to NRP
COMBINING PROTEIN SIMULATIONS AND GENE-EDITING FOR FINE-TUNE MODULATION OF PENNYCRESS GROWTH AND DEVELOPMENT
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
ACTIVE
Funding Source
Reporting Frequency
Annual
Accession No.
1032434
Grant No.
2024-67012-43020
Cumulative Award Amt.
$225,000.00
Proposal No.
2023-09732
Multistate No.
(N/A)
Project Start Date
Jul 15, 2024
Project End Date
Jul 14, 2026
Grant Year
2024
Program Code
[A1100]- Plant Health and Production and Plant Products: Post doctoral Fellowships
Recipient Organization
DONALD DANFORTH PLANT SCIENCE CENTER
975 NORTH WARSON ROAD
ST. LOUIS,MO 63132
Performing Department
(N/A)
Non Technical Summary
This project aims to improve agronomic traits of pennycress to enhance its potential as an emerging cash cover crop through a unique accelerated breeding approach that leverages computational simulations and gene-editing technologies. Cover crops can reduce soil erosion and improve soil health, but they adoption of cover cropping as management practice is hindered by implementation cost and potential cash crop yield loss. Pennycress has the potential to provide soil health benefits and generate 879 liters/ha of seed oil that can be converted into biodiesel and bio-jet fuels. However, pennycress is only partially domesticated, and efforts to improve agronomic traits such as flowering time, seed quality, and stress tolerance are ongoing.To accelerate the development of commercially viable pennycress, this project will leverage computational protein simulation methods to identify beneficial variants to the target gene, the E1 component of the ODGH enzyme complex, that result in earlier flowering times, larger seed sizes, and improved root system architecture. Potential gene variants will be introduced into pennycress plants using CRISPR-CAS gene editing technologies to generate plant varieties with the precise gene variant of interest. These plant varieties will then be evaluated at seedling stage and at maturity to evaluate the impact of the gene edit on plant aboveground and belowground growth as well as oil quality. Agronomic traits such as flowering time and seed size will also be measured and evaluated. Improved pennycress varieties produced from this work has the potential to bring pennycress closer to market as a cash cover crop and enable a circular bioeconomy for sustainable energy production.
Animal Health Component
50%
Research Effort Categories
Basic
25%
Applied
50%
Developmental
25%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
2012299100050%
2032299102050%
Goals / Objectives
Overall Goal: The goal of this project is to identify beneficial mutations to the E1 component of oxoglutarate dehydrogenase that improves flowering time, seed size, and root system architecture in the emerging cash cover crop pennycress. The project will accomplish this goal by establishing a combined computation and experimental pipeline that enables protein mutations to be computationally screened prior to gene editing in plants to enable an accelerated and more predictive breeding framework.Objectives:Establish a computational-experimental pipeline for screening single amino-acid substitutions at the E1-OGDH enzymatically active site.Identify and generate mutant lines of pennycress with the top 5 and bottom 5 candidate mutations from simulation using CRISPR-CAS gene editing technologies.Compare early shoot and root development by X-ray CT in pennycress seedlings of mutant lines to wild type, gene knockouts, and overexpression lines.Comparing root and shoot development of mature pennycress plants grown in mesocosms.Assess biochemical properties of pennycress tissues and seeds in mutant lines compared to wild type, gene knockouts, and overexpression lines.
Project Methods
This project will utilize protein simulations, namely NAMD Free Energy Perturbation simulations, to identify single amino-acid substitutions to the active site of the E1 component of OGDH that increase and lower enzymatic rate. Candidate mutations will be introduced into pennycress plants utilizing CRISPR-CAS gene editing technologies, prime and base editing. Homozygous mutant lines will be evaluated for changes in root system architecture using a gel-based imaging system. Mutant lines with beneficial mutations that induce morphological changes in planta will be further screened at seedling and reproductive stages using x-ray CT imaging and photogrammetry to better understand changes in root growth behavior. Root traits will be extracted from 3D root models using custom code. Plant tissues and seeds will be evaluated by LC-MS for changes in plant metabolism.

Progress 07/15/24 to 07/14/25

Outputs
Target Audience:The target audiences reached by this project includeundergraduate researchers, graduate students, and other plant scientists. PI Wong mentored agraduate studentrotating in the Topp lab who was interested in cover crops and gene-editing technologies for manipulating root system architecture. The graduate student shadowed and workedwithPI Wong on parts of cloning out native OGDH genes from pennycress to generate overexpression lines for this project. PI Wong served as as panelist during a career panel at the Danforth Center being held for students from Virginia Tech's Translational Plant Science Center program. Students and postdocs from all levels were in attendance as well as other plant scientist at the Danforth Center and companies such as Bayer and New Leaf Symbiotic. During the panel, PI Wong talked about his work on cover crops, computational protein engineering methods, and manipulating root system architecture via gene editing. In Febraury, PD Wong was invited to and attended a NSF-funded workshop on Plant Synthetic Biology. Issues surrounding plant synthetic biology were discussed from perspectives in industry and academia. At the workshop, PD Wong talked about this project with other attendees allowing him to grow his network and forge new collaborations for future proposals. Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided?PDWong mentored agraduate studentrotating in the Topp lab who was interested in cover crops and gene-editing technologies for manipulating root system architecture. The graduate student shadowed and workedwithPI Wong on parts of cloning out native OGDH genes from pennycress to generate overexpression lines for this project. The graduate student learned about pennycress and workflow for generating overexpression of the E1-OGDH protein,and he gained experience in the floral dip method for transforming pennycress plants. PD Wong has gained more training in the gene editing technologies through collaboration with the Nusinow lab at the Danforth Center. He also gained experienced working on preparing metabolomics samples and analyzing metabolomics data on a separate project. These skills will be employed in the later goals within this project. During this period, PD Wong attended the Rhizosphere 6 conference which allowed him to learn about the state of the art in root biology and plant-microbe interactions. In February, PD Wong was invited to and attended a NSF-funded workshop on Plant Synthetic Biology. Issues surrounding plant synthetic biology were discussed from perspectives in industry and academia. At the workshop, PD Wong talked about this project with other attendees allowing him to grow his network and forge new collaborations for future proposals. How have the results been disseminated to communities of interest? Nothing Reported What do you plan to do during the next reporting period to accomplish the goals?Transformed plants will continue to be self-crossed to generate homozygous knockout mutants of the E1-OGDH. Plants overexpressing the E1-OGDH protein will be generated once plasmid constructs for Agrobacterium-mediated T-DNA insertion are completed. A working protocol for prime editing in pennycress will be developed. Protein simulations to test single amino acid substitutions to the E1-OGDH protein will commence.

Impacts
What was accomplished under these goals? PD Wong has developed extensive hands-on experience with molecular biology techniques by working in the Topp lab. During this period, PD Wong designed guide RNAs to target both copies of the OGDH gene in pennycress accession MN106. Using the guide RNAs along with constructs including the CRISPR/Cas9 gene-editing technology, pennycress plants were successfully transformedto generate OGDH knockout mutants. Currently, plants are being screened over multiple self-crossed generations to obtain successful homozygous mutants with a large deletion of theE1-OGDH gene to knockout gene function for further study. PD Wong has begun to generate pennycress plants overexpressing the E1-OGDH gene as a positive control. Currently, the E1-OGDH gene has been cloned/copied out of wild-type pennycress plants. Plasmids containing the gene and a natural and synthetic promoter sequence are currently being generated. PD Wong has looked into prime editing papers in the closely related model plant Arabidopsis and ordered materials to adapt prime editing constructs for his work. Simulations of the native E1-OGDH protein have been started to develop a protocol for subsequent protein simulations of mutated proteins.

Publications