TY - JOUR
T1 - Rational design of a synthetic Entner-Doudoroff pathway for improved and controllable NADPH regeneration
AU - Ng, Chiam Yu
AU - Farasat, Iman
AU - Maranas, Costas D.
AU - Salis, Howard M.
N1 - Funding Information:
We thank Geun-Joong Kim for sharing the pQE-mBFP plasmid. We are also grateful to John Roth for gifting the strain TT25401 harboring the tetAR operon. We thank Thomas Wood for sharing strain MG1655. We thank Long Chen for sharing plasmid pIF-001K. We also thank Manish Kushwaha, Amin E. Borujeni, Tian Tian, and Ali R. Zomorrodi for helpful discussion. This research was supported by the Department of Energy ( DE-SC10822882 ) to CDM and by the Air Force Office of Scientific Research ( FA9550-14-1-0089 ), the Office of Naval Research ( N00014-13-1-0074 ), DARPA ( N66001-12-C-4017 ), an NSF Career Award ( CBET-1253641 ), and a DARPA Young Faculty ( N66001-10-1-4019 ) Award to H.M.S.
Publisher Copyright:
© 2015 International Metabolic Engineering Society.
PY - 2015/5/1
Y1 - 2015/5/1
N2 - NADPH is an essential cofactor for the biosynthesis of several high-value chemicals, including isoprenoids, fatty acid-based fuels, and biopolymers. Tunable control over all potentially rate-limiting steps, including the NADPH regeneration rate, is crucial to maximizing production titers. We have rationally engineered a synthetic version of the Entner-Doudoroff pathway from Zymomonas mobilis that increased the NADPH regeneration rate in Escherichia coli MG1655 by 25-fold. To do this, we combined systematic design rules, biophysical models, and computational optimization to design synthetic bacterial operons expressing the 5-enzyme pathway, while eliminating undesired genetic elements for maximum expression control. NADPH regeneration rates from genome-integrated pathways were estimated using a NADPH-binding fluorescent reporter and by the productivity of a NADPH-dependent terpenoid biosynthesis pathway. We designed and constructed improved pathway variants by employing the RBS Library Calculator to efficiently search the 5-dimensional enzyme expression space and by performing 40 cycles of MAGE for site-directed genome mutagenesis. 624 pathway variants were screened using a NADPH-dependent blue fluorescent protein, and 22 were further characterized to determine the relationship between enzyme expression levels and NADPH regeneration rates. The best variant exhibited 25-fold higher normalized mBFP levels when compared to wild-type strain. Combining the synthetic Entner-Doudoroff pathway with an optimized terpenoid pathway further increased the terpenoid titer by 97%. coli genome.
AB - NADPH is an essential cofactor for the biosynthesis of several high-value chemicals, including isoprenoids, fatty acid-based fuels, and biopolymers. Tunable control over all potentially rate-limiting steps, including the NADPH regeneration rate, is crucial to maximizing production titers. We have rationally engineered a synthetic version of the Entner-Doudoroff pathway from Zymomonas mobilis that increased the NADPH regeneration rate in Escherichia coli MG1655 by 25-fold. To do this, we combined systematic design rules, biophysical models, and computational optimization to design synthetic bacterial operons expressing the 5-enzyme pathway, while eliminating undesired genetic elements for maximum expression control. NADPH regeneration rates from genome-integrated pathways were estimated using a NADPH-binding fluorescent reporter and by the productivity of a NADPH-dependent terpenoid biosynthesis pathway. We designed and constructed improved pathway variants by employing the RBS Library Calculator to efficiently search the 5-dimensional enzyme expression space and by performing 40 cycles of MAGE for site-directed genome mutagenesis. 624 pathway variants were screened using a NADPH-dependent blue fluorescent protein, and 22 were further characterized to determine the relationship between enzyme expression levels and NADPH regeneration rates. The best variant exhibited 25-fold higher normalized mBFP levels when compared to wild-type strain. Combining the synthetic Entner-Doudoroff pathway with an optimized terpenoid pathway further increased the terpenoid titer by 97%. coli genome.
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U2 - 10.1016/j.ymben.2015.03.001
DO - 10.1016/j.ymben.2015.03.001
M3 - Article
C2 - 25769287
AN - SCOPUS:84925348793
SN - 1096-7176
VL - 29
SP - 86
EP - 96
JO - Metabolic engineering
JF - Metabolic engineering
ER -