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Office of Biological and Environmental Research
Expanding Extender Substrate Selection for Unnatural
Polyketide Biosynthesis by Acyltransferase Domain
Exchange within a Modular Polyketide Synthase.
Background/Objective
Scientists have wondered if PKSs could be engineered to produce nearly any
organic molecule by assembling PKS modules in new hybrid synthases.
Englund E., et al. Journal of the American Chemical Society. doi: 10.1021/jacs.2c11027
Significance
These results offer a new toolbox and approach to identify and develop novel
PKSs that can help efficiently produce biomaterials, biofuels, and bioproducts.
Results
• Produced several polyketides that have never been reported before, including
product with phenyl sidechain.
• Modeled 1000+ AT active site pockets to predict approximate AT substrate
range based on active site volumes.
Approach
• Researchers developed a new method that involves replacing AT domains
native to a particular module with AT domains from other PKS.
• Tested in vitro production of 12 AT-exchanged PKSs + WT with 14 extender
substrates.
In vitro reaction of 12 AT-exchanged PKSs with 14 substrates
MS
signal
Office of Biological and Environmental Research
Microbial production of high octane
olefinic ester biofuels
Background/Objective
• Advanced spark ignition engines require high performance fuels
with resistance to autoignition.
• High titer bioproduction of esters with favorable blend
characteristics could improve fuel performance while reducing
carbon intensity.
Carruthers, D.N., et al. Biotechnol Biofuels, https://doi.org/10.1186/s13068-023-02301-7
Figure 1: Isoprenyl acetate accumulation by select E. coli DH1 strains
grown in 1-L fed-batch reactor with M9 medium and 100 g glucose feed.
Results
Demonstrated novel bioproduction of isoprenyl and prenyl acetate as
well as isoprenyl and prenyl lactate.
Significance
• Achieved 28 g/L isoprenyl acetate titer on glucose over 120 hours in
minimal medium (75.7% theoretical maximum).
• Isoprenyl acetate is both a promising blend candidate (bOS = 22.9 in
10% RBOB) and a precursor to jet fuel (DMCO).
Approach
Mevalonate pathway derived C5 alcohols and selected acyltransferases
were paired to generate olefinic esters.
Office of Biological and Environmental Research
A suite of constitutive promoters for
tuning gene expression in plants
Background/Objective
Current plant synthetic biology efforts are largely limited by the
heavy reliance on a small set of strong promoters, precluding
more nuanced and refined engineering endeavors.
Approach
We characterize a suite of constitutive promoters that span a wide
range of transcriptional levels and develop a GoldenGate-based
plasmid toolkit named PCONS.
Results
We demonstrate how easy access to a stepwise gradient of expression
levels can be used for optimizing synthetic transcriptional systems
and the production of small molecules in planta.
Significance/Impacts
Our findings showcase the advantages of the PCONS library as an
invaluable toolkit for plant synthetic biology.
Zhou, et al. ACS Syn Biol, https://doi.org/10.1021/acssynbio.3c00075
Office of Biological and Environmental Research
Elongated galactan mediate cellulose–pectin
interactions in engineered Arabidopsis
Background
• Understanding secondary cell wall nanoarchitecture can be extremely
helpful to predictively redesign the biomass composition of bioenergy crops.
• To do this, we need to develop a realistic, testable model of cell wall
nanoarchitecture.
Approach
Employ multi-dimensional solid-state NMR to investigate the native cell
wall architecture of engineered model plants and DOE flagship bioenergy
crops. Iteratively test cell wall models with engineered material.
Results
The elongated pectic galactan chains in engineered Arabidopsis compete for
cellulose binding sites xyloglucan and pectic backbone, which results in a
loosened SCW architecture.
Significance
This discovery is important for the rational engineering of improved bioenergy
crops that combine excellent growth with improved downstream processing
properties.
Gao, Yu, et al. The Plant Journal, https://doi.org/10.1111/tpj.16242
Figure 1: a) Overlaid T1-compensated proton driven spin diffusion
(PDSD) spectra with mixing times of 200 and 1000 ms; b) Models of
secondary cell wall architecture of wild-type and high galactan
Arabidopsis.
b.
a.
Office of Biological and Environmental Research
JBEI Enabled Papers
Office of Biological and Environmental Research
A dolabralexin-deficient mutant provides insight
into specialized diterpenoid metabolism in maize
Background/Objective
Two major groups of specialized metabolites in maize (Zea mays), termed
kauralexins and dolabralexins, serve as known or predicted diterpenoid defenses
against pathogens, herbivores, and other environmental stressors.
Approach
We examined dolabralexin structural diversity, tissue-specificity, and stress-
elicited production in a defined biosynthetic pathway mutant.
Results
We identified dolabradienol as a previously undetected pathway metabolite and
characterized its enzymatic production.
Significance/Impacts
These results suggest an interactive role of maize dolabralexins in plant vigor
during abiotic stress.
Murphy, et al. Plant Physiol doi: 10.1093/plphys/kiad150

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JBEI Research Highlight Slides - April 2023

  • 1. Office of Biological and Environmental Research Expanding Extender Substrate Selection for Unnatural Polyketide Biosynthesis by Acyltransferase Domain Exchange within a Modular Polyketide Synthase. Background/Objective Scientists have wondered if PKSs could be engineered to produce nearly any organic molecule by assembling PKS modules in new hybrid synthases. Englund E., et al. Journal of the American Chemical Society. doi: 10.1021/jacs.2c11027 Significance These results offer a new toolbox and approach to identify and develop novel PKSs that can help efficiently produce biomaterials, biofuels, and bioproducts. Results • Produced several polyketides that have never been reported before, including product with phenyl sidechain. • Modeled 1000+ AT active site pockets to predict approximate AT substrate range based on active site volumes. Approach • Researchers developed a new method that involves replacing AT domains native to a particular module with AT domains from other PKS. • Tested in vitro production of 12 AT-exchanged PKSs + WT with 14 extender substrates. In vitro reaction of 12 AT-exchanged PKSs with 14 substrates MS signal
  • 2. Office of Biological and Environmental Research Microbial production of high octane olefinic ester biofuels Background/Objective • Advanced spark ignition engines require high performance fuels with resistance to autoignition. • High titer bioproduction of esters with favorable blend characteristics could improve fuel performance while reducing carbon intensity. Carruthers, D.N., et al. Biotechnol Biofuels, https://doi.org/10.1186/s13068-023-02301-7 Figure 1: Isoprenyl acetate accumulation by select E. coli DH1 strains grown in 1-L fed-batch reactor with M9 medium and 100 g glucose feed. Results Demonstrated novel bioproduction of isoprenyl and prenyl acetate as well as isoprenyl and prenyl lactate. Significance • Achieved 28 g/L isoprenyl acetate titer on glucose over 120 hours in minimal medium (75.7% theoretical maximum). • Isoprenyl acetate is both a promising blend candidate (bOS = 22.9 in 10% RBOB) and a precursor to jet fuel (DMCO). Approach Mevalonate pathway derived C5 alcohols and selected acyltransferases were paired to generate olefinic esters.
  • 3. Office of Biological and Environmental Research A suite of constitutive promoters for tuning gene expression in plants Background/Objective Current plant synthetic biology efforts are largely limited by the heavy reliance on a small set of strong promoters, precluding more nuanced and refined engineering endeavors. Approach We characterize a suite of constitutive promoters that span a wide range of transcriptional levels and develop a GoldenGate-based plasmid toolkit named PCONS. Results We demonstrate how easy access to a stepwise gradient of expression levels can be used for optimizing synthetic transcriptional systems and the production of small molecules in planta. Significance/Impacts Our findings showcase the advantages of the PCONS library as an invaluable toolkit for plant synthetic biology. Zhou, et al. ACS Syn Biol, https://doi.org/10.1021/acssynbio.3c00075
  • 4. Office of Biological and Environmental Research Elongated galactan mediate cellulose–pectin interactions in engineered Arabidopsis Background • Understanding secondary cell wall nanoarchitecture can be extremely helpful to predictively redesign the biomass composition of bioenergy crops. • To do this, we need to develop a realistic, testable model of cell wall nanoarchitecture. Approach Employ multi-dimensional solid-state NMR to investigate the native cell wall architecture of engineered model plants and DOE flagship bioenergy crops. Iteratively test cell wall models with engineered material. Results The elongated pectic galactan chains in engineered Arabidopsis compete for cellulose binding sites xyloglucan and pectic backbone, which results in a loosened SCW architecture. Significance This discovery is important for the rational engineering of improved bioenergy crops that combine excellent growth with improved downstream processing properties. Gao, Yu, et al. The Plant Journal, https://doi.org/10.1111/tpj.16242 Figure 1: a) Overlaid T1-compensated proton driven spin diffusion (PDSD) spectra with mixing times of 200 and 1000 ms; b) Models of secondary cell wall architecture of wild-type and high galactan Arabidopsis. b. a.
  • 5. Office of Biological and Environmental Research JBEI Enabled Papers
  • 6. Office of Biological and Environmental Research A dolabralexin-deficient mutant provides insight into specialized diterpenoid metabolism in maize Background/Objective Two major groups of specialized metabolites in maize (Zea mays), termed kauralexins and dolabralexins, serve as known or predicted diterpenoid defenses against pathogens, herbivores, and other environmental stressors. Approach We examined dolabralexin structural diversity, tissue-specificity, and stress- elicited production in a defined biosynthetic pathway mutant. Results We identified dolabradienol as a previously undetected pathway metabolite and characterized its enzymatic production. Significance/Impacts These results suggest an interactive role of maize dolabralexins in plant vigor during abiotic stress. Murphy, et al. Plant Physiol doi: 10.1093/plphys/kiad150