Quorum-sensing (QS) mediated dynamic regulation has emerged as an effective strategy for optimizing product titers in microbes. However, these QS-based circuits are often created on heterologous systems and require careful tuning via a tedious testing/optimization process. This hampers their application in industrial microbes. Here, we design a novel QS circuit by directly integrating an endogenous QS system with CRISPRi (named EQCi) in the industrial rapamycin-producing strain Streptomyces rapamycinicus. EQCi combines the advantages of both the QS system and CRISPRi to enable tunable, autonomous, and dynamic regulation of multiple targets simultaneously. Using EQCi, we separately downregulate three key nodes in essential pathways to divert metabolic flux towards rapamycin biosynthesis and significantly increase its titers. Further application of EQCi to simultaneously regulate these three key nodes with fine-tuned repression strength boosts the rapamycin titer by similar to 660%, achieving the highest reported titer (1836 +/- 191 mg/l). Notably, compared to static engineering strategies, which result in growth arrest and suboptimal rapamycin titers, EQCi-based regulation substantially promotes rapamycin titers without affecting cell growth, indicating that it can achieve a trade-off between essential pathways and product synthesis. Collectively, this study provides a convenient and effective strategy for strain improvement and shows potential for application in other industrial microorganisms.
机构:
Univ Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, EnglandUniv Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, England
Biarnes-Carrera, Marc
Lee, Chang-Kwon
论文数: 0引用数: 0
h-index: 0
机构:
Osaka Univ, Int Ctr Biotechnol, 2-1 Yamadaoka, Suita, Osaka 5650871, Japan
Mong Go Food Co Ltd, Chang Won 641847, South KoreaUniv Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, England
Lee, Chang-Kwon
Nihira, Takuya
论文数: 0引用数: 0
h-index: 0
机构:
Osaka Univ, Int Ctr Biotechnol, 2-1 Yamadaoka, Suita, Osaka 5650871, Japan
Mahidol Univ, Mahidol Univ Osaka Univ Collaborat Res Ctr Biosci, Fac Sci, Rama 6 Rd, Bangkok 10400, ThailandUniv Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, England
Nihira, Takuya
Breitling, Rainer
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, EnglandUniv Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, England
Breitling, Rainer
Takano, Eriko
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, EnglandUniv Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, England
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Chem & Biomol Engn, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Dahl, Robert H.
Zhang, Fuzhong
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Chem & Biomol Engn, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Zhang, Fuzhong
Alonso-Gutierrez, Jorge
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Alonso-Gutierrez, Jorge
Baidoo, Edward
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Baidoo, Edward
Batth, Tanveer S.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Batth, Tanveer S.
Redding-Johanson, Alyssa M.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Redding-Johanson, Alyssa M.
Petzold, Christopher J.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Petzold, Christopher J.
Mukhopadhyay, Aindrila
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Mukhopadhyay, Aindrila
Lee, Taek Soon
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Lee, Taek Soon
Adams, Paul D.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Bioengn, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Adams, Paul D.
Keasling, Jay D.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Chem & Biomol Engn, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Bioengn, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
机构:
Univ Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, EnglandUniv Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, England
Biarnes-Carrera, Marc
Lee, Chang-Kwon
论文数: 0引用数: 0
h-index: 0
机构:
Osaka Univ, Int Ctr Biotechnol, 2-1 Yamadaoka, Suita, Osaka 5650871, Japan
Mong Go Food Co Ltd, Chang Won 641847, South KoreaUniv Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, England
Lee, Chang-Kwon
Nihira, Takuya
论文数: 0引用数: 0
h-index: 0
机构:
Osaka Univ, Int Ctr Biotechnol, 2-1 Yamadaoka, Suita, Osaka 5650871, Japan
Mahidol Univ, Mahidol Univ Osaka Univ Collaborat Res Ctr Biosci, Fac Sci, Rama 6 Rd, Bangkok 10400, ThailandUniv Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, England
Nihira, Takuya
Breitling, Rainer
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, EnglandUniv Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, England
Breitling, Rainer
Takano, Eriko
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, EnglandUniv Manchester, Manchester Ctr Synthet Biol Fine & Special Chem S, Manchester Inst Biotechnol, Sch Chem,Fac Sci & Engn, 131 Princess St, Manchester M1 7DN, Lancs, England
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Chem & Biomol Engn, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Dahl, Robert H.
Zhang, Fuzhong
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Chem & Biomol Engn, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Zhang, Fuzhong
Alonso-Gutierrez, Jorge
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Alonso-Gutierrez, Jorge
Baidoo, Edward
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Baidoo, Edward
Batth, Tanveer S.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Batth, Tanveer S.
Redding-Johanson, Alyssa M.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Redding-Johanson, Alyssa M.
Petzold, Christopher J.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Petzold, Christopher J.
Mukhopadhyay, Aindrila
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Mukhopadhyay, Aindrila
Lee, Taek Soon
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Lee, Taek Soon
Adams, Paul D.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Bioengn, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA
Adams, Paul D.
Keasling, Jay D.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA USA
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Phys Biosci Div, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Chem & Biomol Engn, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Bioengn, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA USA