direct combinatorial pathway optimization - biblio.ugent.be fileas a solution, we present the direct...

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Carrier Plasmids Introduction of variability through SSA based methods a. SSA Gibson b. SSA 1 primer CPEC c. SSA 2 primer CPEC Gene 1 Amp R ori Gene 2 Amp R ori Gene n GG n GG n+1 Amp R ori ... Expression Plasmids Golden Gate Pathway Assembly Gene 1 Gene 2 Gene n Kan R ori ... pathway library Lycopene test case Direct Combinatorial Pathway Optimization David Bauwens, Pieter Coussement, Jo Maertens, and Marjan De Mey* Center of synthetic biology, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, B-9000 Ghent, Belgium Contact: [email protected], www.csb.ugent.be Combinatorial engineering apporaches are becoming increasingly popular, yet they are hindered by the lack of specialized techniques for both ecient introduction of sequence variability and assembly of numerous DNA parts, required for the construction of lengthy multigene pathways. As a solution, we present the Direct Combinatorial Pathway Optimization workow which combines the strenghts of Single Strand Assembly (SSA) methods 1 and Golden Gate Assembly (GGA) 2 . OD corrected lycopene production (ABS 471 / OD 600 ) Strain Plasmid Construct Trc-MEP pEX-SC101 ref Trc-MEP pEX-BR322 ref Trc-MEP pEX-SC101 SSA-Gibson Trc-MEP pEX-BR322 SSA-Gibson Trc-MEP pEX-SC101 SSA-CPEC-1P Trc-MEP pEX-BR322 SSA-CPEC-1P Trc-MEP pEX-SC101 SSA-CPEC-2P Trc-MEP pEX-BR322 SSA-CPEC-2P T7-MEP pEX-SC101 ref T7-MEP pEX-BR322 ref T7-MEP pEX-SC101 SSA-Gibson T7-MEP pEX-BR322 SSA-Gibson T7-MEP pEX-SC101 SSA-CPEC-1P T7-MEP pEX-BR322 SSA-CPEC-1P T7-MEP pEX-SC101 SSA-CPEC-2P T7-MEP pEX-BR322 SSA-CPEC-2P References Gene 1 GG 1 GG 2 Amp R ori A set of carrier plasmids (pCPs; high copy ori and a Golden Gate proof amp R selection marker) contain an operon anked by 2 unique BsaI cut sites, designed for ordered GGA into an expression plasmid. SSA techniques introduce variability in each carrier plasmid based on (a) Gibson assembly 3 or (b-c) CPEC 4 . Two sets of expression plasmids (pEXs; low and medium copy) were designed containing: Using GGA, the nal multigene and combinatorial pathway is assembled. The BsaI created parts starting from the carrier plasmids are assembled in the appropriate expression plasmid(s). Library screening is performed by forward selection (kanR) and counter selection (sacBR). (1) Coussement, P., et al. (2014) One step DNA assembly for combinatorial metabolic engineering. Metab. Eng. 23, 70-77 (2) Engler, C., et al. (2008) A One Pot, One Step, Precision CloningMethod With High Throughput Capability. PLoS One 3, 3647-3654 (3) Gibson, D. G., et al (2009) Enzymatic assembly of DNA molecules up to several hundred kilobases. Nat. Methods 6, 12-16 GG 1 GG 2 GG 2 GG 3 SacBR GG 1 GG n+1 Kan R ori (i) a dierent selection marker, (ii) a sacBR counter selection marker and (iii) a set of inverse oriented BsaI cut sites for assembly. The lycopene biosynthetic pathway was chosen as proof-of-principle. This pathway of 3 enzymes (CrtE, I, B) leading up to the red carotene lycopene, which is used as food colorant and antioxidant. To allow for sucient precursor supply, a Trc-MEP (dxs-idi- spdDF) and a T7-MEP overexpressed strain were used 5 . . The individual gene libraries were assembled into pEX-SC101(1-3) and pEX- BR322(1-3) with copy numbers of 5 and 20, respectively, and cloned in both of the MEP overexpressed strains. Outcome of the screening of 288 randomly picked colonies for each of the 12 generated strain libraries and 4 reference strains (left). Consistencies between the individual libraries could not be observed, yet huge dierences were observed between individual transformants. The 5 best ranked strains for every expression host-plasmid combination (right). The best lycopene producer produces up to 448 mg lycopene/g CDW, twice as much in comparison with Rad et al. (198 mg lycopene / g CDW) 6 . Glucose DHAP G3P PYR IPP DMAPP GPP FPP GGPP Phy Lyc dxs ispDF idi MEP pathway crtE crtB crtI Lycopene pathway crtE, crtI and crtB were introduced in pCP(1-2), (2-3) and (3-4) respectively and 3 individual promoter libraries, using the SSA methods, were introduced. (4) Quan, J., et al. (2009) Circular polymerase extesnion cloning of complex gene libraries and pathways. PLoS One 4, e6441 (5) Ajikumaer, P. K., et al. (2010) Isoprenoid pathway optimization for Taxol precursor overproduction in Escherichia coli. Science 330, 70-4 (6) Rad, S. H., et al. (2012) Type 2 IDI performs better than type 1 for improving lycopene production in metabolically engineered E. coli strains. World J. Microbiol. Biotechnol. 28, 313-321 David Bauwens was supported by a fellowship of Flanders Innovation & Enterpreneurship (VLAIO), Pieter Coussement by a fellowship of the Institute for the Promotion of Innovation through Science and Technology in Flanders (IWT- Vlaanderen). This research was also supported by "Nano3Bio" (FP7/2007-2013, 613931), "Condex" (FWO - G.0321.13N) and "ML4SB" (BOF16/IOP/040). Acknowledgments Introduction

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Page 1: Direct Combinatorial Pathway Optimization - biblio.ugent.be fileAs a solution, we present the Direct Combinatorial Pathway Optimization workflow which combines the strenghts of Single

Carrier Plasmids

Introduction of variability through SSA based methods

a. SSA Gibson b. SSA 1 primer CPEC c. SSA 2 primer CPEC

Gene 1

AmpR ori

Gene 2

AmpR ori

Gene n

GG n GG n+1

AmpR ori

...

Expression Plasmids

Golden Gate Pathway Assembly

Gene 1 Gene 2 Gene n

KanR ori

...

pathway library

Lycopene test case

Direct Combinatorial Pathway OptimizationDavid Bauwens, Pieter Coussement, Jo Maertens, and Marjan De Mey*

Center of synthetic biology, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, B-9000 Ghent, BelgiumContact: [email protected], www.csb.ugent.be

Combinatorial engineering apporaches are becoming increasingly popular, yet they are hindered by the lack of specialized techniques for both efficient introduction of sequence variability and assembly of numerous DNA parts, required for the construction of lengthy multigene pathways. As a solution, we present the Direct Combinatorial Pathway Optimization workflow which combines the strenghts of Single Strand Assembly (SSA) methods1 and Golden Gate Assembly (GGA)2.

OD corrected lycopene production (ABS471 / OD600)Strain Plasmid Construct

Trc-MEP pEX-SC101 ref

Trc-MEP pEX-BR322 ref

Trc-MEP pEX-SC101 SSA-Gibson

Trc-MEP pEX-BR322 SSA-Gibson

Trc-MEP pEX-SC101 SSA-CPEC-1P

Trc-MEP pEX-BR322 SSA-CPEC-1P

Trc-MEP pEX-SC101 SSA-CPEC-2P

Trc-MEP pEX-BR322 SSA-CPEC-2P

T7-MEP pEX-SC101 ref

T7-MEP pEX-BR322 ref

T7-MEP pEX-SC101 SSA-Gibson

T7-MEP pEX-BR322 SSA-Gibson

T7-MEP pEX-SC101 SSA-CPEC-1P

T7-MEP pEX-BR322 SSA-CPEC-1P

T7-MEP pEX-SC101 SSA-CPEC-2P

T7-MEP pEX-BR322 SSA-CPEC-2P

References

Gene 1

GG 1 GG 2

AmpR ori

A set of carrier plasmids (pCPs; high copy ori and a Golden Gate proof ampR selection marker) contain an operon flanked by 2 unique BsaI cut sites, designed for ordered GGA into an expression plasmid.SSA techniques introduce variability in each carrier plasmid based on (a) Gibson assembly3 or (b-c) CPEC4.

Two sets of expression plasmids (pEXs; low and medium copy) were designed containing:

Using GGA, the final multigene and combinatorial pathway is assembled. The BsaI created parts starting from the carrier plasmids are assembled in the appropriate expression plasmid(s). Library screening is performed by forward selection (kanR) and counter selection (sacBR).

(1) Coussement, P., et al. (2014) One step DNA assembly for combinatorial metabolic engineering. Metab. Eng. 23, 70-77(2) Engler, C., et al. (2008) A One Pot, One Step, Precision CloningMethod With High Throughput Capability. PLoS One 3, 3647-3654(3) Gibson, D. G., et al (2009) Enzymatic assembly of DNA molecules up to several hundred kilobases. Nat. Methods 6, 12-16

GG 1 GG 2 GG 2 GG 3

SacBR

GG 1 GG n+1

KanR ori

(i) a different selection marker, (ii) a sacBR counter selection marker and (iii) a set of inverse oriented BsaI cut sites for assembly.

The lycopene biosynthetic pathway was chosen as proof-of-principle. This pathway of 3 enzymes (CrtE, I, B) leading up to the red carotene lycopene, which is used as food colorant and antioxidant. To allow for sufficient precursor supply, a Trc-MEP (dxs-idi- spdDF) and a T7-MEP overexpressed strain were used5.

.

The individual gene libraries were assembled into pEX-SC101(1-3) and pEX-BR322(1-3) with copy numbers of 5 and 20, respectively, and cloned in both of the MEP overexpressed strains.

Outcome of the screening of 288 randomly picked colonies for each of the 12 generated strain libraries and 4 reference strains (left).

Consistencies between the individual libraries could not be observed, yet huge differences were observed between individual transformants.

The 5 best ranked strains for every expression host-plasmid combination (right). The best lycopene producer produces up to 448 mg lycopene/g CDW, twice as much in comparison with Rad et al. (198 mg lycopene / g CDW)6.

Glucose

DHAP G3P

PYR

IPP

DMAPP GPP FPP GGPP Phy Lyc

dxs ispDFidi

MEP pathway

crtE crtB crtI

Lycopene pathway

crtE, crtI and crtB were introduced in pCP(1-2), (2-3) and (3-4) respectively and 3 individual promoter libraries, using the SSA methods, were introduced.

(4) Quan, J., et al. (2009) Circular polymerase extesnion cloning of complex gene libraries and pathways. PLoS One 4, e6441 (5) Ajikumaer, P. K., et al. (2010) Isoprenoid pathway optimization for Taxol precursor overproduction in Escherichia coli. Science 330, 70-4(6) Rad, S. H., et al. (2012) Type 2 IDI performs better than type 1 for improving lycopene production in metabolically engineered E. coli strains. World J. Microbiol. Biotechnol. 28, 313-321

David Bauwens was supported by a fellowship of Flanders Innovation & Enterpreneurship (VLAIO), Pieter Coussement by a fellowship of the Institute for the Promotion of Innovation through Science and Technology in Flanders (IWT- Vlaanderen). This research was also supported by "Nano3Bio" (FP7/2007-2013, 613931), "Condex" (FWO - G.0321.13N) and "ML4SB" (BOF16/IOP/040).

Acknowledgments

Introduction