TY - JOUR
T1 - Exploiting nongenetic cell-to-cell variation for enhanced biosynthesis
AU - Xiao, Yi
AU - Bowen, Christopher H.
AU - Liu, Di
AU - Zhang, Fuzhong
N1 - Funding Information:
The authors acknowledge D. Liu at Harvard University for the GFP reporter gene. The authors would like to thank K. Naegle, C. Immethun, A. Hoynes-O'Connor, D. Giblin, F.-F. Hsu and E. Lantelme for technical assistance and the Genome Technology Access Center in the Department of Genetics at Washington University School of Medicine for helping with genomic analysis. This work was supported by a start-up package from Washington University, the Defense Advanced Research Projects Agency (D13AP00038 to F.Z.), the National Science Foundation (MCB1453147 and MCB1331194, both to F.Z.), the Human Frontier Science Program (RGY0076/2015 to F.Z.) and the International Center for Advanced Renewable Energy and Sustainability (I-CARES).
Publisher Copyright:
© 2016 Nature America, Inc. All rights reserved.
PY - 2016/5/1
Y1 - 2016/5/1
N2 - Biosynthesis enables renewable production of manifold compounds, yet often biosynthetic performance must be improved for it to be economically feasible. Nongenetic, cell-to-cell variations in protein and metabolite concentrations are naturally inherent, suggesting the existence of both high- and low-performance variants in all cultures. Although having an intrinsic source of low performers might cause suboptimal ensemble biosynthesis, the existence of high performers suggests an avenue for performance enhancement. Here we develop in vivo population quality control (PopQC) to continuously select for high-performing, nongenetic variants. We apply PopQC to two biosynthetic pathways using two alternative design principles and demonstrate threefold enhanced production of both free fatty acid (FFA) and tyrosine. We confirm that PopQC improves ensemble biosynthesis by selecting for nongenetic high performers. Additionally, we use PopQC in fed-batch FFA production and achieve 21.5 g l-1 titer and 0.5 g l-1 h-1 productivity. Given the ubiquity of nongenetic variation, PopQC should be applicable to a variety of metabolic pathways for enhanced biosynthesis.
AB - Biosynthesis enables renewable production of manifold compounds, yet often biosynthetic performance must be improved for it to be economically feasible. Nongenetic, cell-to-cell variations in protein and metabolite concentrations are naturally inherent, suggesting the existence of both high- and low-performance variants in all cultures. Although having an intrinsic source of low performers might cause suboptimal ensemble biosynthesis, the existence of high performers suggests an avenue for performance enhancement. Here we develop in vivo population quality control (PopQC) to continuously select for high-performing, nongenetic variants. We apply PopQC to two biosynthetic pathways using two alternative design principles and demonstrate threefold enhanced production of both free fatty acid (FFA) and tyrosine. We confirm that PopQC improves ensemble biosynthesis by selecting for nongenetic high performers. Additionally, we use PopQC in fed-batch FFA production and achieve 21.5 g l-1 titer and 0.5 g l-1 h-1 productivity. Given the ubiquity of nongenetic variation, PopQC should be applicable to a variety of metabolic pathways for enhanced biosynthesis.
UR - http://www.scopus.com/inward/record.url?scp=84961393253&partnerID=8YFLogxK
U2 - 10.1038/nchembio.2046
DO - 10.1038/nchembio.2046
M3 - Article
C2 - 26999780
AN - SCOPUS:84961393253
SN - 1552-4450
VL - 12
SP - 339
EP - 344
JO - Nature Chemical Biology
JF - Nature Chemical Biology
IS - 5
ER -