Post on 16-Mar-2019
Metabolic Engineering of Microbes for Production of Terpenoid Drugs
Jay D. Keasling
Synthetic Biology Dept., LBNLChemical Engineering Dept., UC
Berkeley, CA 94720
Malaria• Caused by
Plasmodium, a single-cell protozoan
–Transmitted by Anopheles mosquito
–Destroys red blood cells
Malaria
• Economists have proposed that malaria decreases the GDP of affected countries by as much as 50%.
• 1.5-2.7 million people die of malaria every year–90% of the victims
are children–40% of the world’s
population is at risk
Chloroquine-based drugs
• Most widely-used drugs to treat malaria
• Plasmodium in South America and Southeast Asia is largely resistant to chloroquine
NCl
NHH3C
H3C
H3C
Artemisia annuaArtemisinin
OO O
O
O
ChemotherapeuticsTerpenoids> 50,000 known molecules
Essential oils
OHMenthol
C-10 Monoterpene
Carotenoids
LycopeneC-40 Tetraterpene
TaxolC-20 Diterpene
EleutherobinC-20 Diterpene
Terpenoid metabolic pathwaysOPO(OH)OP(OH)2O OPO(OH)OP(OH)2O
OPO(OH)OP(OH)2O
OPO(OH)OP(OH)2OFarnesyl pyrophosphate(FPP)
Geranyl pyrophosphate(GPP)
Dimethylallyl pyrophosphate(DMAPP)
Isopentenyl pyrophosphate(IPP)
OPO(OH)OP(OH)2OGeranyl pyrophosphate
(GGPP)
Monoterpenes
Sesquiterpenes
DiterpenesCarotenoids
Artemisinin metabolic pathwaysOPO(OH)OP(OH)2O OPO(OH)OP(OH)2O
OPO(OH)OP(OH)2O
OPO(OH)OP(OH)2O
OO O
OO
Farnesyl pyrophosphate(FPP)
Geranyl pyrophosphate(GPP)
Dimethylallyl pyrophosphate(DMAPP)
Isopentenyl pyrophosphate(IPP)
Amorphadiene
Artemisinin
Pathways for terpenoid precursor biosynthesis
G6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
IPP DMAPP
GPP
DHAP
PEP
FPP
MEV
Mevalonate pathway
DXP
Non-mevalonate (DXP) pathway
Monoterpenes
Sesquiterpenes
GGPP
TCACycle
Gly
coly
sis
Diterpenes
Artemisinin-based drugs• The current cost for an artemisinin-
based drug is approximately $2.25.–Artemisinin generally adds $1.00-
1.50 to the cost for drugs–Most developing countries spend
less than $4/person/year on health care
• As many as 10-12 treatments are needed for each person annually
• World Health Organization estimates that 700 tons will be needed annually
OO O
O
O
GoalReduce the cost of artemisinin-based anti-malarial drugs by an order of magnitude.
ApproachEngineer a bacterium to produce artemisinin from an inexpensive, renewable resource. E. coli
Microbial production of artemisininAdvantages
• Microbial fermentations are relatively simple to scale up
• Inexpensive starting materials can be used• Production not affected by weather
conditions• Pure product can be made (free of other
contaminating terpenes)
Microbial production of artemisinin
• Need the genes for all of the enzymes in the pathway
• Not always simple to express in microbes the genes from very different organisms
• Need to balance metabolic pathways to optimize production
• Need a good “platform organism” with appropriate gene expression tools
Challenges
Synthesis of artemisinin in E. coli
Identify the enzymes
Amorphadiene and artemisinin biosynthetic pathway
O PP
Farnesyl diphosphate(FPP)
AmorphadieneSynthase
H O
O
Artem isinic Acid
Am orphadieneCytochrom eP450
OO O
O
O
Artem isinin
Synthesis of artemisinin in E. coli
Clone the genes
0
0.4
0.8
1.2
1.6
0 10 20 30 40 50
Time (hrs)
Cel
l gro
wth
(OD6
00nm
)
0
1
2
3
4
5
6
7
Vetis
pira
dien
e (µ
g/l)
0
0.4
0.8
1.2
1.6
Cel
l gro
wth
(OD6
00nm
)
0
2
4
6
8
10
12
Cadi
nene
(µg/
l)
0
0.4
0.8
1.2
1.6
2
Cel
l gro
wth
(OD
600n
m)
0
0.04
0.08
0.12
0.16
5-ep
i-aris
tolo
chen
e (µ
g/l)
Poor performance of plant sesquiterpene cyclases
Low yields: 0.05 to 0.7 ng/mL/OD
Expression of rare E. coli codon tRNA did not much help
5-epi-aristolochene
Cadinene
Vetispiradiene
Martin et al., Biotech. Bioeng. 2001
Amorphadiene and artemisinin biosynthetic pathway
O PP
Farnesyl diphosphate(FPP)
AmorphadieneSynthase
H O
O
Artem isinic Acid
Am orphadieneCytochrom eP450
OO O
O
O
Artem isinin
Assembly of rcAmorphadiene cyclase• Take gene sequence from patent• Optimize sequence for expression in desired
host• Synthesize 84 oligonucleotides of ~40
basepairs each• Assemble into complete gene using the
polymerase chain reaction (PCR)
Terpene cyclase gene assembly84 primers ~40-mers
Screen, sequence and fix
1st round of PCR
2nd round of PCR
with end primers1.7 kb
Rescue gene
Amorphadiene production by the synthetic amorphadiene cyclase
0
0.02
0.04
0.06
0.08
0.1
0 2 4 6 8 10 12 14
Time (Hours)
Amor
phad
iene
pro
duct
ion
(ug/
ml/O
D60
0)
142-fold improvement over other native cyclases(100 ng/mL/OD)
Synthesis of artemisinin in cells
Supply of intracellular precursors
DXP PathwayG6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
DHAP
PEP DXP
Non-mevalonate (DXP) pathway
IPP DMAPP
GPP
FPP Amorphadiene
Eliminating bottlenecks in the DXP pathway
G6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
IPP
DHAP
PEP
DMAPP
GPP
FPP
DXP
DXS
IdI
IspA
Amorphadiene
Amorphadiene production by the synthetic amorphadiene cyclase
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0 2 4 6 8 10 12 14
Time (Hours)
Am
orph
adie
ne p
rodu
ctio
n(u
g/m
l/OD
600)
Native DXP pathway
Engineered DXPpathway
Additional 3-fold(300 ng/mL/OD)
Enhancing all of the steps in the DXP pathway
G6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
IPP
DHAP
PEP
DMAPP
GPP
FPP
DXP
pyridoxinethiamine
IdI
IspA
Amorphadiene
Introducing an entirely new pathway
G6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
IPP
DHAP
PEP
DMAPP
GPP
FPP
DXP
MEVMevalonate pathway
Amorphadiene
(1.2kb) (1.5kb) (1.6kb)Acetyl-CoA
Construction of synthetic mevalonate pathway operons
P
HMGS tHMGRatoBMevTMevalonate
IPPDMAPP
MBI(1.3kb) (1.3kb)(1.2kb)P
PMK MPDMK idi(0.5kb)
Mevalonate
E. coli genes Yeast genes
Amorphadiene from the full mevalonate pathway
30-fold improvement(3 mg/L/OD)
Mevalonate pathway
DXP pathway
0
0.5
1
1.5
2
2.5
3
3.5
0 2 4 6 8 10 12 14Time (Hours)
Am
orph
adie
ne p
rodu
ctio
n(u
g/m
l/OD
600)
(1.2kb) (1.5kb) (1.6kb)
Construction of synthetic mevalonate pathway operons
Acetyl-CoAP
HMGS tHMGRatoB
Mevalonate
MevT
MBIIPP
DMAPP(1.3kb) (1.3kb)(1.2kb)P
PMK MPDMK idi(0.5kb)
Mevalonate
Optimizing the MEV pathwayG6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
IPP
DHAP
PEP
DMAPP
GPP
FPP
DXP
MEV
Exogenous MEV
Amorphadiene
Optimizing the MEV pathwayG6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
IPP
DHAP
PEP
DMAPP
GPP
FPP
DXP
MEV
Exogenous MEV
Amorphadiene
Increasing concentrations of mevalonate inhibit growth
5 mM10 mM20 mM40 mM
[Mevalonate]
0
0.2
0.4
0.6
0.8
1
1.2
0 2 4 6 8 10 12
Time (hours)
Cel
l Gro
wth
(OD
600)
Martin et al. 2003. Nat. Biotechnol. 21:796-802.
Optimizing the MEV pathwayG6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
IPP
DHAP
PEP
DMAPP
GPP
FPP
DXP
MEV
Exogenous MEV
Amorphadiene
Co-expression of sesquiterpene cyclase alleviates growth inhibition
FPPAmorphadiene
AmorphadieneCyclase (ADS)
OP P
No ADS With ADS
5 mM
10 mM20 mM40 mM
[Mevalonate]
0
0.2
0.4
0.6
0.8
1
1.2
0 2 4 6 8 10 12
Time (hours)
Cel
l Gro
wth
(OD
600)
0
0.2
0.4
0.6
0.8
1
1.2
0 2 4 6 8 10 12
Time (hours)
Cel
l Gro
wth
(OD
600)
Martin et al. 2003. Nat. Biotechnol. 21:796-802.
0
200
400
600
800
1,000
1,200
1,400
0 2 4 6 8
FPP
01,0002,0003,0004,0005,0006,0007,0008,000
0 2 4 6 8
Cou
nts
(CPM
)
IPP
DMAPPFPP
IPP / DMAPP
Time (hrs)Time (hrs)
Intracellular prenyl pyrophosphates in MevB-supplemented strains
MevalonateMevB
Intracellular prenyl pyrophosphates in MevB-supplemented strains
0
200
400
600
800
1,000
1,200
1,400
0 2 4 6 8
FPP
0
1,000
2,000
3,000
4,000
5,000
6,000
7,000
8,000
0 2 4 6 8
Cou
nts
(CPM
)
IPP
DMAPPFPP
ispAidi
MevB
IPP / DMAPP
Time (hrs)Time (hrs)
Mevalonate
Intracellular prenyl pyrophosphates in MevB-supplemented strains
0
200
400
600
800
1,000
1,200
1,400
0 2 4 6 8
FPP
0
1,000
2,000
3,000
4,000
5,000
6,000
7,000
8,000
0 2 4 6 8
Cou
nts
(CPM
)
IPP
DMAPPFPP
ispAidi
MevB
IPP / DMAPP
Time (hrs)Time (hrs)
Mevalonate
Intracellular prenyl pyrophosphates in MevB-supplemented strains
0
200
400
600
800
1,000
1,200
1,400
0 2 4 6 8
FPP
0
1,000
2,000
3,000
4,000
5,000
6,000
7,000
8,000
0 2 4 6 8
Cou
nts
(CPM
)
IPP
DMAPPFPP
ispAidi
MevB
IPP / DMAPP
AmorphadieneADS
Time (hrs)Time (hrs)
Mevalonate
Accumulation of IPP/DMAPP inhibits growth
G6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
IPP DMAPP
DHAP
PEP
GPP
FPP
DXP
MEV
Exogenous MEV
Accumulation of FPP also inhibits growth
G6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
IPP DMAPP
DHAP
PEP
GPP
FPP
DXP
MEV
Exogenous MEV Amorphadiene
Production of amorphadiene relieves inhibition
G6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
IPP DMAPP
DHAP
PEP
GPP
FPP
DXP
MEV
Exogenous MEV Amorph
(1.2kb) (1.5kb) (1.6kb)
Construction of synthetic mevalonate pathway operons
Acetyl-CoAP
HMGS tHMGRatoB
Mevalonate
MevT
MBIIPP
DMAPP(1.3kb) (1.3kb)(1.2kb)P
PMK MPDMK idi(0.5kb)
Mevalonate
Balancing enzymatic reactions in the cell
atoB hmgS gene 2
Ac-CoA AcAc-CoA HMG-CoA MevAtoB HmgS HmgR
Balancing enzymatic reactions in the cell
atoB hmgS gene 2
Ac-CoA AcAc-CoA HMG-CoA Mev
AtoB HmgS HmgR
Using individual promoters of different strengths to balance a pathway
P1
atoB
P3
hmgS
P2
hmgR
Ac-CoA AcAc-CoA HMG-CoA MevAtoB HmgS HmgR
mRNA
Synthetic operons
atoB hmgS
P
hmgRDNA
mRNA
Ac-CoA AcAc-CoA HMG-CoA Mev
AtoB HmgS HmgR
Balancing reaction using ribosome binding site (RBS) strength
weakRBS
weakRBS
StrongRBS
Ribosomes Proteins
Ac-CoA AcAc-CoA HMG-CoA MevAtoB HmgS HmgR
Balancing reaction using mRNA stability
Ac-CoA AcAc-CoA HMG-CoA MevAtoB HmgS HmgR
RNase mRNA
A family of synthetic hairpins
acgucgacagguaccguauuuut1/2 = 2.6 min
pTC40
cc
c
c
uu
uu
g
g
g
a
a
u
gaccu
gggau
u
a
ga
gguaccguauuuut1/2 = 4.9 min
pHP14
cc
c
c
auu
g
g
gau
u
a
ga
gguaccguauuuu
u
uua
g
cc
a
a
g
u
cu u
a
u a
t1/2 = 2.1 min
pHP15t1/2 = 6.1 min
c
c
c
c
c
c
u
uuu
uu
g
gg
g
g
a
aaa
a
uu
u
u
a
ga
ggau
gguaccguauuuu
c gu a
pHP8
c
c
c
c
c
c
u
uauu
g
g ggg
g
g
a
a
aaa
a
uu
u
u
u
a
ga
gguaccguauuuut1/2 = 6.8 min
pHP10
cc
c
c
uauu
g
g
g
a
a
u
ccu
u
g ggg
a
a
aau
u
u
u
a
ga
gguaccguauuuut1/2 = 5.5 min
pHP9
c
c
c
c
c
c
u
uuu
uu
g
g ggg
g
g
a
a
aaa
a
uu
u
u
u
a
ga
gguaccguauuuut1/2 = 8.3 min
pHP4
t1/2 = 19.8 min
pHP17
acc
c
c
a
uu
g
g
gau
u
ga
gguaccguauuuu
g
cga
g
au
c
c
a
a
ug u
a
a t
uuu
uau acu ga
gc
t1/2 = 12.5 min
pHP16
c
c
c
c
c
c
u
uuu
uu
g
gg
g
g
g
g
a
a
a
aa
a
uu
c
u
u
a
ga
gguaccguauuuu
cuucu
g cagag
uu
u
a
Synthetic operons
atoB hmgS
P
hmgRDNA
mRNA
Ac-CoA AcAc-CoA HMG-CoA Mev
AtoB HmgS HmgR
Increasing flux into the mevalonate pathway
G6P
FDP
G3PDHAP
PEP
PYR
AcCoA
OAA
MAL
CIT
IPP DMAPP
GPP
FPP
DXP
MEVMevalonate pathway
Glucose
Amorphadiene
Increasing flux into the mevalonate pathway
0
2
4
6
8
10
12
0 2 4 6 8 10 12 14
Time (Hours)
Am
orph
adie
ne p
rodu
ctio
n (u
g/m
l/OD
600)
LBLB + GlycerolTB
~3-fold improvement(10 mg/L/OD)
Amorphadiene is lost from bioreactors O2
0
0.5
1
1.5
2
2.5
3
3.5
0 2 4 6 8 10 12 14Time (hr)
Am
orph
adie
ne p
rodu
ctio
n(u
g/m
l/OD
600)
Amorphadiene is lost from bioreactors O2
Condenser
Amorphadiene
Amorphadiene production in a two-phase fermentation O2
0
100
200
300
400
500
0 12 24 36 48 60 72
Time (hr)
Am
orph
adie
ne
conc
entr
atio
n (m
g/L)
1 million fold improved production!
What’s left?
Amorphadiene
ArtemisinicAcid
H
H
H
H
O
HO
Artesunate(Artesunic Acid)
O
O
H
H HH
OO
OH
O
OH
O
HO
O
H
H
H
ArtemisinicAcid
O
O
H
H HH
OO
OMeH
O
O
H
H HH
OO
OEtH
O
O
H
H HH
OO
OH
O
OH
Artelinate(Artelinic Acid)ArteetherArtemether
Artemisinin costs
Artesunate treatment
SP + Artesunate treatment
Current cost of drug $2.25-2.50
Cost with new process, including capital costs, yield 50 g/L
$.17/.10 $.27/.15
Cost with new process, with donated capital, yield 50 g/L
$.11/.07 $.21/.12
Enzyme engineering to produce mono- and diterpenes
G6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
IPP
GPP
DHAP
PEP
DMAPP
FPP
MEV
DXP
Monoterpenes
Sesquiterpenes
GGPP Diterpenes
Design of GPP and GGPP synthases
WT ipsA 75-ECIHAYSLIHDDLPAMDDDDLRRGLP-100Y80D 75-ECIHADSLIHDDLPAMDDDDLRRGLP-100S81F 75-ECIHAYFLIHDDLPAMDDDDLRRGLP-100
-- XXxxxDDxxxxD -- – Type 25th 4th
Production of monoterpenes in Escherichia coli
G6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
IPP
GPP
DHAP
PEP
DMAPPMEV
DXP
MyrceneArabidopsis thaliana
Production of diterpenes in Escherichia coli
G6P
FDP
G3P
PYR
AcCoA
OAA
MAL
CIT
IPP
DHAP
PEP
DMAPPMEV
DXP
GGPP
ent-Kaurenefungi
CasbeneCastor bean
Taxol from the Pacific Yew
HOO
OHCH3
O
O O
CH3 CH3O
O
CH3
OCH3O
H3CHN
O
HO
O
12
34 5
614
13
1211
109
8 715 16
17
18
19
20
O
Eleutherobin from marine coral
Prostratin• Protein kinase C activator• Isolated from the stems of the
small Samoan tree Homalanthus nutans
• Inhibits human immunodeficiency virus type 1 (HIV-1) infection yet up-regulates viral expression from latent proviruses
AcknowledgementsGraduate StudentsTrent A. CarrierKristala JonesChristina SmolkeDoug PiteraSydnor WithersBrian PflegerYasuo Yoshikuni
Post-docsArtem KhlebnikovSeon-Won KimVincent MartinJack NewmanKinkead Reiling
FundingNational Science FoundationOffice of Naval ResearchMaxygenDiversaUniversity of California Discovery Grant