Yeast tolerance to the ionic liquid 1-ethyl-
3-methylimidazolium acetate
Outcomes
• 13 yeast strains tolerant to 5% [C2Ciim][OAc] were identified.
• Galactomyces geotrichum was the most tolerant yeast. This yeast actually exhibited enhanced growth in IL medium.1
Several yeasts capable of rapid growth and high cell density in 5% IL were identified.
1Sitepu, et al., “Yeast tolerance to the ionic liquid 1-ethyl-3-methylimidazolium acetate.” FEMS Yeast Research
(in press)
Background
• Pretreatment of biomass with
ionic liquids (ILs) can
improve hydrolysis. However,
residual IL on pretreated
biomass can inhibit many
fermentative
microorganisms.
• There is a need for yeasts
that can tolerate up to 4% of
the IL 1-ethyl-3-
methylimidazolium acetate
([C2Ciim][OAc]), a promsing
IL for pretreatment.
Significance
• These [C2Ciim][OAc]-tolerant yeasts could be used for fermentation of hydrolysates
from IL-pretreated biomass or serve as a source of yeast IL-tolerance pathways.
Finalcultureabsorbanceat600nm
Approach
• 168 strains of yeasts spanning multiple phyla from the Phaff Yeast Culture Collection at UC Davis were screened by
culturing in media containing varying levels of [C2Ciim][OAc].
Expression of a bacterial 3-dehydroshikimate dehydratase
(QsuB) reduces lignin content and improves biomass
saccharification efficiency.
Outcomes
• Arabidopsis plants expressing QsuB show drastic lignin reductions (~50%), enrichment of H-units, and reduced lignin DP.
• The biomass from the engineered Arabidopsis lines display a two-fold increase of saccharification efficiency.
1 Eudes, A., Noppadon, S., Baidoo, E., George, A., Liang, Y., Yang, F., Singh, S., Keasling, J., Simmons, B., Loque, D. (2014). 
Expression of a bacterial 3‐dehydroshikimate dehydratase reduces lignin content and improves biomass saccharification
efficiency. Plant Biotechnology Journal.
Background
• Lignin is a polymer that
confers recalcitrance to plant
biomass.
• Novel approaches to reduce
lignin in bioenergy crops
without affecting biomass
yield are desired for
economical production of
second-generation biofuels
Approach
• Identify enzymes whose
expression in Arabidopsis
leads to lignin reduction1.
Such enzymes will be
expressed in a tissue-specific
manner in bioenergy crops to
avoid the adverse effects of
lignin reduction.
Significance
• Expression of 3-dehydroshikimate dehydratase is a novel strategy to reduce lignin.
• Crops expressing QsuB under the control of tissue-specific promoters are being developed.
3-dehydroshikimate
shikimate
phenylalanine
p-coumaroyl-CoA
p-coumaroyl-shikimate
feruloyl-CoA
p-coumaryl alcohol
coniferyl alcohol
sinapyl alcohol
H-unit
G-unit
HCT shikimate
PCA
QsuB
phenylalanine
coniferaldehyde
sinapaldehydeS-unit
phosphoenol pyruvate
+
p-coumaraldehyde
erythrose-4-phosphate
1) The lignin pathway and expression of  QsuB
PCA, protocatechuate
0
2
4
6
8
10
12
14
16
18
WT
qsuB‐1
qsuB‐3
qsuB‐6
qsuB‐7
3) Lignin content, composition (2D‐NMR), and structure (SEC) in qsuB transgenic lines
qsuB-1 WT qsuB-3 qsuB-6 qsuB-7
2) QsuB plants do not show drastic biomass reduction
Lignin (% Cell wall)
H: 3.8%
S: 20.0%
G: 76.2%
H: 27.2%
S: 30.2%
G: 42.6%
0
50
100
150
200
250
300
350
400
450 WT qsuB‐1
qsuB‐3 qsuB‐6
qsuB‐7
4) Biomass saccharification
Sugars  (µg mg‐1biomass)
0.00
0.05
0.10
0.15
0.20
0.25
5 10 15 20 25
Elution time (min)
Normalized intensity
m > 22 kDa 22 kDa > m > 0.74 kDa
WT
qsuB-1
m < 0.74 kDa
Background
• Protein-protein interactions are important for
enzyme function, including cell wall
biosynthesis
• Current methods to assess interactions have
limitations
Approach
• Develop and validate split luciferase as
method for determining interactions between
plant membrane proteins
• Compare with other methods (BiFC, Y2H)
Outcomes
• Split luciferase was demonstrated to be a
robust method for assessing protein
interactions
A reversible Renilla luciferase protein
complementation assay for rapid identification of
protein-protein interactions reveals the existence of
an interaction network involved in xyloglucan
biosynthesis in the plant Golgi apparatus
Lund, C. H., Bromley, J. R., Stenbaek, A., Rasmussen, R. E., Scheller, H. V., & Sakuragi, Y. (2014). "A
reversible Renilla luciferase protein complementation assay for rapid identification of protein-protein
interactions reveals the existence of an interaction network involved in xyloglucan biosynthesis in the plant
Golgi apparatus". J Exp Bot, 18. doi, 10.1093/jxb/eru401
Significance
• The method is an important tool for understanding
cell wall biosynthesis and engineer improved
biofuel crops
FUT1*
XXT2*
XXT5XXT1
CSLC4
*
MUR3
*
Golgi apparatus
When protein fusions
with the N- and C-
termini of luciferase
interact, a functional
luciferase is generated
The method can be used with proteins
transiently expressed in tobacco
The method was used to investigate
interactions between
glycosyltransferases involved in
xyloglucan biosynthesis
OH
O
P
O
O
OH
OH
D-glyceraldehyde 3-phosphate
O
O
O-
pyruvate
HO
OH
OHO
P
O
O
OH
OH
D-ribulose 5-phosphate
OH
OHO
P
O
O OH
OH
1-deoxy-D-xylulose 5-phosphate (DXP)
CO2
2C-methyl-D-erythritol 4-phosphate (MEP)
4-diphosphocytidyl-2C-methyl D-erythritol (CDP-ME)
Dxr (ispC)
Dxs
nDXP
(ribB mutants
or yajO)
IspD
IspE
4-diphosphocytidyl-2C-methyl D-erythritol 2-phosphate (CDP-MEP)
IspF
2C-methyl-D-erythritol 2,4-cyclodiphosphate (MEcPP)
IspG
IspH
(E)-4-hydroxy-3-methyl-but-2-enyl pyrophosphate (HMBPP)
IPP DMAPP
Idi
Enhancing terpene yield from sugars via
novel routes to DXP (1-deoxy-D-xylulose 5-phosphate)
1Linshiz, et al., “PaR-PaR: Laboratory Automation System.” ACS Synth. Biol. 2:216-222 (2013).
2Linshiz, et al., “PR-PR: Cross-Platform Laboratory System.” ACS Synth. Biol. Article ASAP (2014).
Background
• Terpene production via the DXP pathway entails condensation
of pyruvate and G3P by DXP synthase (Dxs). Carbon is lost
as CO2 in the process.
• To avoid this carbon-loss and circumvent allosteric regulation
of DXS we searched for alternative routes to DXP from a
pentose phosphate.
Approach
• The dxs gene was knocked out in E. coli and we used both
directed evolution and rational gene selection approaches to
discover alternative routes to DXP.
Significance
• The theoretical pathway yield to terpene biofuels has been increased significantly, almost reaching
the maximum biochemical yield. nDXP provides a direct route from C5 sugars to terpenes.
Metabolic route γP Bisabolene (g/g)
Maximum Biochemical Yield ‐ 0.324
Glu, mevalonate 77.8 0.252
Glu, DXP via Dxs 86.2 0.279
Glu, DXP via nDXP 95.4 0.309
Xyl, DXP via Dxs 73.3 0.237
Xyl, DXP via nDXP 79.6 0.258
Kirby et al., “Enhancing Terpene Yield from Sugars via Novel Routes to 1‐Deoxy‐D‐Xylulose 5‐Phosphate”
Appl. Environ. Microbiol. 81: AEM.02920‐14 (2014). 
Genome sequencing at the 
JGI identified ribB mutants 
that complemented a dxs
knockout in E. coli
Outcomes
• Two novel routes to DXP
(nDXP) were discovered
and used to increase
terpene titers in E. coli
grown on either glucose or
xylose.
Understanding the Role of Histidine in the GHSxG
Acyltransferase Active Site Motif: Evidence for Histidine
Stabilization of the Malonyl-Enzyme Intermediate
Outcomes
• A histidine to alanine mutation (H640A) in the GHSxG motif yersiniabactin acyltransferase results in an approximately
seven-fold higher hydrolysis rate over the wildtype enzyme, while retaining transacylation activity.
Poust et al., “Understanding the Role of Histidine in the GHSxG Acyltransferase Active Site Motif: Evidence for
Histidine Stabilization of the Malonyl-Enzyme Intermediate.” PloS One. 9: e109421 (2014).
Background
• The role of the conserved
histidine in the active site
motif of acyltransferase
active sites is unclear,
contradictory findings exist in
the literature
Approach
• Utilize high resolution mass
spectrometry and
colorimetric kinetic assays to
determine the acyltransfer
activity and hydrolysis rates
of active site knockouts of
the yersiniabactin
acyltransferase
Significance
• Suggests that acyltransferases have evolved to protect acyl intermediates, functionally diverging from their α/β
hydrolase relatives
A droplet-to-digital (D2D) microfluidics
platform for single cell assays1
Outcomes
• A microfluidic device was successfully used to screen the effects of ionic liquids (16 conditions) on cell growth and biofuel
production (comparable to well-plate methods).
• This is a first step towards a higher-throughput microfluidic method which will screen over 400 ionic liquid conditions on
enzymes and biofuel producing microorganisms.
1Shih et al., “A droplet-to-digital (D2D) microfluidic device for single cell assays.” Lab on a Chip. DOI:
10.1039/c4lc00794h
Background
• Ionic liquid (IL) pretreatment
has been shown to efficiently
dissolve biomass and
produce higher lignin-free
cellulose.
• Some IL are toxic to most
enzymes and organisms
used for sacchrification and
fermentation.
Approach
• Develop a microfluidic device
to isolate and to analyze
single cells for toxicity
towards four types of ILs in
various concentrations.
Significance
• This is automated microfluidic method which allows fast determination of toxic IL
with 600-fold reduction in volumes (compared to well-plate methods) and with only
6 pipetting steps.
Microfluidic device (D2D)
Microfluidic automation system
Single yeast cell grown on a
microfluidic device
Growth curves / biofuel production

JBEI Highlights - October 2014

  • 1.
    Yeast tolerance tothe ionic liquid 1-ethyl- 3-methylimidazolium acetate Outcomes • 13 yeast strains tolerant to 5% [C2Ciim][OAc] were identified. • Galactomyces geotrichum was the most tolerant yeast. This yeast actually exhibited enhanced growth in IL medium.1 Several yeasts capable of rapid growth and high cell density in 5% IL were identified. 1Sitepu, et al., “Yeast tolerance to the ionic liquid 1-ethyl-3-methylimidazolium acetate.” FEMS Yeast Research (in press) Background • Pretreatment of biomass with ionic liquids (ILs) can improve hydrolysis. However, residual IL on pretreated biomass can inhibit many fermentative microorganisms. • There is a need for yeasts that can tolerate up to 4% of the IL 1-ethyl-3- methylimidazolium acetate ([C2Ciim][OAc]), a promsing IL for pretreatment. Significance • These [C2Ciim][OAc]-tolerant yeasts could be used for fermentation of hydrolysates from IL-pretreated biomass or serve as a source of yeast IL-tolerance pathways. Finalcultureabsorbanceat600nm Approach • 168 strains of yeasts spanning multiple phyla from the Phaff Yeast Culture Collection at UC Davis were screened by culturing in media containing varying levels of [C2Ciim][OAc].
  • 2.
    Expression of abacterial 3-dehydroshikimate dehydratase (QsuB) reduces lignin content and improves biomass saccharification efficiency. Outcomes • Arabidopsis plants expressing QsuB show drastic lignin reductions (~50%), enrichment of H-units, and reduced lignin DP. • The biomass from the engineered Arabidopsis lines display a two-fold increase of saccharification efficiency. 1 Eudes, A., Noppadon, S., Baidoo, E., George, A., Liang, Y., Yang, F., Singh, S., Keasling, J., Simmons, B., Loque, D. (2014).  Expression of a bacterial 3‐dehydroshikimate dehydratase reduces lignin content and improves biomass saccharification efficiency. Plant Biotechnology Journal. Background • Lignin is a polymer that confers recalcitrance to plant biomass. • Novel approaches to reduce lignin in bioenergy crops without affecting biomass yield are desired for economical production of second-generation biofuels Approach • Identify enzymes whose expression in Arabidopsis leads to lignin reduction1. Such enzymes will be expressed in a tissue-specific manner in bioenergy crops to avoid the adverse effects of lignin reduction. Significance • Expression of 3-dehydroshikimate dehydratase is a novel strategy to reduce lignin. • Crops expressing QsuB under the control of tissue-specific promoters are being developed. 3-dehydroshikimate shikimate phenylalanine p-coumaroyl-CoA p-coumaroyl-shikimate feruloyl-CoA p-coumaryl alcohol coniferyl alcohol sinapyl alcohol H-unit G-unit HCT shikimate PCA QsuB phenylalanine coniferaldehyde sinapaldehydeS-unit phosphoenol pyruvate + p-coumaraldehyde erythrose-4-phosphate 1) The lignin pathway and expression of  QsuB PCA, protocatechuate 0 2 4 6 8 10 12 14 16 18 WT qsuB‐1 qsuB‐3 qsuB‐6 qsuB‐7 3) Lignin content, composition (2D‐NMR), and structure (SEC) in qsuB transgenic lines qsuB-1 WT qsuB-3 qsuB-6 qsuB-7 2) QsuB plants do not show drastic biomass reduction Lignin (% Cell wall) H: 3.8% S: 20.0% G: 76.2% H: 27.2% S: 30.2% G: 42.6% 0 50 100 150 200 250 300 350 400 450 WT qsuB‐1 qsuB‐3 qsuB‐6 qsuB‐7 4) Biomass saccharification Sugars  (µg mg‐1biomass) 0.00 0.05 0.10 0.15 0.20 0.25 5 10 15 20 25 Elution time (min) Normalized intensity m > 22 kDa 22 kDa > m > 0.74 kDa WT qsuB-1 m < 0.74 kDa
  • 3.
    Background • Protein-protein interactionsare important for enzyme function, including cell wall biosynthesis • Current methods to assess interactions have limitations Approach • Develop and validate split luciferase as method for determining interactions between plant membrane proteins • Compare with other methods (BiFC, Y2H) Outcomes • Split luciferase was demonstrated to be a robust method for assessing protein interactions A reversible Renilla luciferase protein complementation assay for rapid identification of protein-protein interactions reveals the existence of an interaction network involved in xyloglucan biosynthesis in the plant Golgi apparatus Lund, C. H., Bromley, J. R., Stenbaek, A., Rasmussen, R. E., Scheller, H. V., & Sakuragi, Y. (2014). "A reversible Renilla luciferase protein complementation assay for rapid identification of protein-protein interactions reveals the existence of an interaction network involved in xyloglucan biosynthesis in the plant Golgi apparatus". J Exp Bot, 18. doi, 10.1093/jxb/eru401 Significance • The method is an important tool for understanding cell wall biosynthesis and engineer improved biofuel crops FUT1* XXT2* XXT5XXT1 CSLC4 * MUR3 * Golgi apparatus When protein fusions with the N- and C- termini of luciferase interact, a functional luciferase is generated The method can be used with proteins transiently expressed in tobacco The method was used to investigate interactions between glycosyltransferases involved in xyloglucan biosynthesis
  • 4.
    OH O P O O OH OH D-glyceraldehyde 3-phosphate O O O- pyruvate HO OH OHO P O O OH OH D-ribulose 5-phosphate OH OHO P O OOH OH 1-deoxy-D-xylulose 5-phosphate (DXP) CO2 2C-methyl-D-erythritol 4-phosphate (MEP) 4-diphosphocytidyl-2C-methyl D-erythritol (CDP-ME) Dxr (ispC) Dxs nDXP (ribB mutants or yajO) IspD IspE 4-diphosphocytidyl-2C-methyl D-erythritol 2-phosphate (CDP-MEP) IspF 2C-methyl-D-erythritol 2,4-cyclodiphosphate (MEcPP) IspG IspH (E)-4-hydroxy-3-methyl-but-2-enyl pyrophosphate (HMBPP) IPP DMAPP Idi Enhancing terpene yield from sugars via novel routes to DXP (1-deoxy-D-xylulose 5-phosphate) 1Linshiz, et al., “PaR-PaR: Laboratory Automation System.” ACS Synth. Biol. 2:216-222 (2013). 2Linshiz, et al., “PR-PR: Cross-Platform Laboratory System.” ACS Synth. Biol. Article ASAP (2014). Background • Terpene production via the DXP pathway entails condensation of pyruvate and G3P by DXP synthase (Dxs). Carbon is lost as CO2 in the process. • To avoid this carbon-loss and circumvent allosteric regulation of DXS we searched for alternative routes to DXP from a pentose phosphate. Approach • The dxs gene was knocked out in E. coli and we used both directed evolution and rational gene selection approaches to discover alternative routes to DXP. Significance • The theoretical pathway yield to terpene biofuels has been increased significantly, almost reaching the maximum biochemical yield. nDXP provides a direct route from C5 sugars to terpenes. Metabolic route γP Bisabolene (g/g) Maximum Biochemical Yield ‐ 0.324 Glu, mevalonate 77.8 0.252 Glu, DXP via Dxs 86.2 0.279 Glu, DXP via nDXP 95.4 0.309 Xyl, DXP via Dxs 73.3 0.237 Xyl, DXP via nDXP 79.6 0.258 Kirby et al., “Enhancing Terpene Yield from Sugars via Novel Routes to 1‐Deoxy‐D‐Xylulose 5‐Phosphate” Appl. Environ. Microbiol. 81: AEM.02920‐14 (2014).  Genome sequencing at the  JGI identified ribB mutants  that complemented a dxs knockout in E. coli Outcomes • Two novel routes to DXP (nDXP) were discovered and used to increase terpene titers in E. coli grown on either glucose or xylose.
  • 5.
    Understanding the Roleof Histidine in the GHSxG Acyltransferase Active Site Motif: Evidence for Histidine Stabilization of the Malonyl-Enzyme Intermediate Outcomes • A histidine to alanine mutation (H640A) in the GHSxG motif yersiniabactin acyltransferase results in an approximately seven-fold higher hydrolysis rate over the wildtype enzyme, while retaining transacylation activity. Poust et al., “Understanding the Role of Histidine in the GHSxG Acyltransferase Active Site Motif: Evidence for Histidine Stabilization of the Malonyl-Enzyme Intermediate.” PloS One. 9: e109421 (2014). Background • The role of the conserved histidine in the active site motif of acyltransferase active sites is unclear, contradictory findings exist in the literature Approach • Utilize high resolution mass spectrometry and colorimetric kinetic assays to determine the acyltransfer activity and hydrolysis rates of active site knockouts of the yersiniabactin acyltransferase Significance • Suggests that acyltransferases have evolved to protect acyl intermediates, functionally diverging from their α/β hydrolase relatives
  • 6.
    A droplet-to-digital (D2D)microfluidics platform for single cell assays1 Outcomes • A microfluidic device was successfully used to screen the effects of ionic liquids (16 conditions) on cell growth and biofuel production (comparable to well-plate methods). • This is a first step towards a higher-throughput microfluidic method which will screen over 400 ionic liquid conditions on enzymes and biofuel producing microorganisms. 1Shih et al., “A droplet-to-digital (D2D) microfluidic device for single cell assays.” Lab on a Chip. DOI: 10.1039/c4lc00794h Background • Ionic liquid (IL) pretreatment has been shown to efficiently dissolve biomass and produce higher lignin-free cellulose. • Some IL are toxic to most enzymes and organisms used for sacchrification and fermentation. Approach • Develop a microfluidic device to isolate and to analyze single cells for toxicity towards four types of ILs in various concentrations. Significance • This is automated microfluidic method which allows fast determination of toxic IL with 600-fold reduction in volumes (compared to well-plate methods) and with only 6 pipetting steps. Microfluidic device (D2D) Microfluidic automation system Single yeast cell grown on a microfluidic device Growth curves / biofuel production