Synthetic Control of Transcription: From Hybrid Promoters ...
Transcript of Synthetic Control of Transcription: From Hybrid Promoters ...
Engineering Conferences InternationalECI Digital Archives
Metabolic Engineering IX Proceedings
Summer 6-6-2012
Synthetic Control of Transcription: From HybridPromoters to Promoter Engineering to SyntheticOperon DesignHal AlperThe University of Texas at Austin
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Recommended CitationHal Alper, "Synthetic Control of Transcription: From Hybrid Promoters to Promoter Engineering to Synthetic Operon Design" in"Metabolic Engineering IX", E. Heinzle, Saarland Univ.; P. Soucaille, INSA; G. Whited, Danisco Eds, ECI Symposium Series, (2013).http://dc.engconfintl.org/metabolic_ix/15
Synthetic control of transcription:From hybrid promoters to promoter engineering
to synthetic operon design
September 7, 2005
Hal AlperDepartment of Chemical Engineering
The University of Texas at Austin
[email protected]://www.che.utexas.edu/alper_group/
1
Metabolic Engineering has opened up
possibilities…
• Metabolic
engineering
advances have
expanded the breath
of chemicals
produced by cells
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper
produced by cells
– Pharmaceuticals and
Nutraceuticals
– Fuels
– Commodity/Specialty
Chemicals
– Polymers and
Precursors
2
Curran & Alper, Metabolic Engineering, 2012
…but, requires synthetic control elements...
Pathway Control Circuit Design
A
B
C D
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 3
Heterologous Expression Probing via Graded Expression
promoter
promoter
promoter
promoter HAT
HAT*A
B
C
D
…with a range of expression capacities.
Native range of mRNA levels
promoter
promoter
Require a promoter series(s) that span above the highest native expression down to essentially zero expression:
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 4
Holstege, et al. (1998), Cell 95:717-728.
promoter
promoter
Affords both amplification and knockdowns.
Synthetic control of transcription occurs at
many levelsSynthetic
Transcriptional Amplifiers
5’UTR and MCSsGenetic Context
Elements that
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 5
Mutant Promoters
Selection Markersand Vectors
Elements that
Influence
ExpressionTerminators and
3’UTR
Designing novel genetic control elements
• Promoter Engineering is an effective method for
generating a collection of genetic control elements
Prior Promoter engineering example
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 6
Alper et al. PNAS, 2005.
GFP+
Promoter PromoterLibrary
Range of promoter strength to control gene
expression
Development of diversified promoters
yECitrineTCYC1
Mutant
Promoter
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 7
Nevoigt et al. AEM, 2006.
Development of novel low-strength promoters
2.5
3
3.5
4
Flu
ore
sce
nce
Re
lati
ve
to
TF
C1
yECitrineTCYC1
Mutant
Promoter
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 8
0
0.5
1
1.5
2
2.5
Flu
ore
sce
nce
Re
lati
ve
to
TF
C1
Promoter
An expanding range of yeast promoters
Native range of mRNA levels
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 9
Holstege, et al. (1998), Cell 95:717-728.
Mutant Promoter Libraries
• Promoter engineering via random mutagenesis is effective at creating diversity
• Bias in promoter libraries toward lower expression capacity
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper
expression capacity
• Expression range nearly matches “native expression levels”—need more sequence diversity
• Require novel tools for increasing strength of promoters
10
Synthetic control of transcription occurs at
many levelsSynthetic
Transcriptional Amplifiers
5’UTR and MCSsGenetic Context
Elements that
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 11
Mutant Promoters
Selection Markersand Vectors
Elements that
Influence
Expression Terminators and 3’UTR
Promoter Engineering in Yarrowia lipolytica
Yarrowia lipolytica is a fully sequenced, oleaginous yeast
• Naturally accumulates fatty acids (including linoleic acid) on food source with high C:N ratio
� Issues with immature
genetic tools and
expression levels
Advantages Challenges
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 12
linoleic acid) on food source with high C:N ratio
• Semi-developed genetic tools
• Thrives on non-conventional carbon sources
expression levels
� Low plasmid copy
number
� Lack of genetic
tools
� “Strong”
promoters do not
readily exist
Y. lipolytica Promoter Engineering via
tandem UAS sequences
Prior research suggested linking upstream
activating sequences (UAS) to a minimal promoter
can create function. Analyzed 1 to 4 UAS site.
Madzak et al., Microbiology, 1999
UAS1b UAS1b UAS1b UAS1b pleum
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 13
UAS1b pleum GFP… UAS1b1 n
We sought to evaluate potential of modulating promoter
activity by tandem copies of UAS1b sites (n = 1 to 32)
Creation of a strong promoter set in Y. lipolytica
200
250
300
350
400
450
500
Me
an
Flu
ore
sce
nce
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 14
0
50
100
150
200
Cen1
TE
F
(UA
S1b)1
(UA
S1b)2
(UA
S1b)3
(UA
S1b)4
(UA
S1b)5
(UA
S1b)6
(UA
S1b)7
(UA
S1b)8
(UA
S1b)9
(UA
S1b)1
0
(UA
S1b)1
1
(UA
S1b)1
2
(UA
S1b)1
3
(UA
S1b)1
4
(UA
S1b)1
5
(UA
S1b)1
6
(UA
S1b)1
7
(UA
S1b)1
8
(UA
S1b)1
9
(UA
S1b)2
0
(UA
S1b)2
1
(UA
S1b)2
2
(UA
S1b)2
3
(UA
S1b)2
4
(UA
S1b)2
5
(UA
S1b)2
6
Promoter Construct
Me
an
Flu
ore
sce
nce
Blazeck et al., AEM, 77(22), 2011
Extension of hybrid promoter strategy
pleum GFPUAS1b16
UAS16 Enabled TEF Promoters Tuning
450
500
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 15
TEF promoter truncation
series
0
50
100
150
200
250
300
350
400
LEUM TEFS1 TEFS2 TEFS3 TEF TEFL1 TEFL2 TEFL3 TEFL4
Basal Promoter
Me
an
Flu
ore
sce
nce
Basal Promoter
UAS16 BasalPromoter
Identification and use of a TEF UAS
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 16
Blazeck et al., Submitted, AMB, 2012
Expanding the hybrid promoter approach to
S. cerevisiae
15000
20000
25000
Flu
ore
scen
ce
Cit UAS
Clb UAS
CYC
TEF
X
UAS Elements Core Promoters
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 17
0
5000
10000Flu
ore
scen
ce
Promoter
Tef UAS
Gu1 UAS
GPD
GAL
X
Blazeck et al., Accepted/In Press, Biotech Bioeng, 2012
Creating the strongest constitutive promoter
15000
20000
25000
Flu
ore
scen
ce
Hybrid promoter approach
created a promoter 60%
higher on fluorescence and
2.5 fold higher in mRNA
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 18
0
5000
10000
p416MCS Gpd GpdClbCittefsc3
Flu
ore
scen
ce
Promoter
2.5 fold higher in mRNA
than the strongest
constitutive promoter by
mixing disparate UAS
elements
Blazeck et al., Accepted/In Press, Biotech Bioeng, 2012
Creating a range of inducible hybrid promoters
Galactose –Inducible Hybrid Promoters
Gal4pBS1-PLEUMGal4pBS1 PLEUM+
+
Gal4p Binding Sites PLEUM Core
CGGATTAGAAGCCGCCGAGCGGGCGACAGCCCTCCGACGGAAGACTCTCCTCCG
Gal4pBS1 Gal4pBS3 Gal4pBS4
Gal4pBS2
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 19
PLEUM
PLEUM
PLEUM
PLEUM
Gal4pBS2-PLEUM
Gal4pBS3-PLEUM
Gal4pBS4-PLEUM
Gal4pBS12-PLEUM
PLEUM Gal4pBS13-PLEUM
Gal4pBS24-PLEUM
Gal4pBS34-PLEUM
Gal4pBS134-PLEUM
+
+
+
+
+
+
+
+
Gal4pBS2
PLEUM
PLEUM
PLEUM
Gal4pBS1
Gal4pBS3
Gal4pBS4
Gal4pBS2
Gal4pBS1 Gal4pBS3
Gal4pBS2 Gal4pBS4
Gal4pBS3 Gal4pBS4
Gal4pBS3 Gal4pBS4Gal4pBS1
Creating a range of inducible hybrid promoters
30000
40000
50000
60000
Me
an
Flu
ore
sce
nce
(R
FU
)
Galactose
Glucose
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 20
0
10000
20000
Me
an
Flu
ore
sce
nce
(R
FU
)
Promoter
Glucose
Blazeck et al., Accepted/In Press, Biotech Bioeng, 2012
Hybrid Promoter Engineering Examples
Largest library of promoters in Y. lipolytica Strongest constitutive promoter in S. cerevisiae
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 21
Largest range of synthetic inducible promoters in S. cerevisiae
Blazeck et al., AEM, 77(22), 2011 & Blazeck et al., Accepted/In Press, Biotech Bioeng, 2012
Synthetic, hybrid promoters
• UAS elements serve as synthetic transcriptional amplifiers
• UAS elements and core promoters can serve as modular synthetic components
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper
• Hybrid promoter engineering can amplify expression and create highly-functional libraries
22
Synthetic control of transcription occurs at
many levelsSynthetic
Transcriptional Amplifiers
5’UTR and MCSsGenetic Context
Elements that
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 23
Mutant Promoters
Selection Markersand Vectors
Elements that
Influence
ExpressionTerminators and
3’UTR
GOI
Multicloning sites influence 5’UTR sequences
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 24
Promoter RS1 RS2 RS3 RS4 RS5 RS6RS1 RS2 RS3 RS6
Crook et al., Nucleic Acids Research, 39(14), e92, 2011
Model System
• Yeast model system (S. cerevisiae)
• pBluescript SK II Multicloning Site
• CYC1, TEF, or GPD promoters
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper
• CYC1, TEF, or GPD promoters
• yECitrine
– Codon-optimized
25
>80%
3-fold
Restriction site affects protein expression
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 26
absolute
variationrelative
variation
Effect is most pronounced with short, codon-
optimized genes
No
rmali
zed
Rep
ort
er
Exp
ressio
n
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 27
No
rmali
zed
Rep
ort
er
Exp
ressio
n
Modeling and re-designing MCSs
• Goal: Use model to re-design better MCSs not susceptible to position effect by mitigating 5’UTR secondary structure
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 28
NNNNN
Conceptual model of inhibition
• Region(s) of secondary structure in 5’UTR can impede ribosome progression
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 29
Modeling and re-designing MCSs:
GPD/TDH3-based Promoter
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 30
Crook et al., Nucleic Acids Research, 39(14), e92, 2011
5’UTR Influence
• Choice of site in MCS can influence 5’UTR regions via secondary structure
• Most pronounced by short, codon-optimized genes (i.e. when transcription
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper
optimized genes (i.e. when transcription and translation rates are not limiting)
• Can use model-based approach to improve MCS design (esp. with GPD)
• Genetic context is important for characterizing parts
31
Synthetic control of transcription occurs at
many levelsSynthetic
Transcriptional Amplifiers
5’UTR and MCSsGenetic Context
Elements that
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 32
Mutant Promoters
Selection Markersand Vectors
Elements that
Influence
Expression Terminators and 3’UTR
Importance of genetic context
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 33
Importance of genetic context
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 34
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 35
Genetic Context
• Results highlight importance of genetic context of synthetic parts
– Plasmids vs. genomic integration site
• Highlight need for insulating elements
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper
• Highlight need for insulating elements
36
Synthetic control of transcription occurs at
many levelsSynthetic
Transcriptional Amplifiers
5’UTR and MCSsGenetic Context
Elements that
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 37
Mutant Promoters
Selection Markersand Vectors
Elements that
Influence
Expression Terminators and 3’UTR
Terminator choice can influence performance
Test impact of changing
terminator region
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 38
>5 fold difference in
expression output by
changing terminator
Synthetic control of transcription occurs at
many levelsSynthetic
Transcriptional Amplifiers
5’UTR and MCSsGenetic Context
Elements that
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 39
Mutant Promoters
Selection Markersand Vectors
Elements that
Influence
ExpressionTerminators and
3’UTR
Final Thoughts
• Synthetic control elements are a critical tool for
implementing M.E. strategy
• “Promoters” cannot be thought of as singular,
isolated elements
• Currently require slightly more range, but
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper
• Currently require slightly more range, but
significantly more sequence diversity
• Starting to understanding fundamental design
principles for this critical components
• These elements are greatly enhancing our
capacity to metabolically engineer pathways
40
Acknowledgements
Students
Graduate
John Blazeck
Joseph Cheng
Nathan Crook
Kate Curran
Amanda Lanza
John Leavitt
Sun-mi Lee
Leqian Liu
Undergraduate
Vaibhav Agarwala
Heming Bai
Alex Bailey
Austin Comer
Tim Dyess
Rishi Garg
Rachelle Gerstner
Akash Gupta
Laboratory for Cellular
and Metabolic EngineeringJune 6, 2012
Slide # Hal Alper 41
Leqian Liu
Heidi Redden
Eric Young
Akash Gupta
Daniel Huang
Taylor Jellison
Ashty Karim
Do Soon Kim
Peter Otoupal
Ashley Poucher
Annie Pan
Heidi Redden
Ben Reed
Lindsey Rey
Andrea Zuzack