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Genome-scale metabolic rewiring improves titers rates and yields of the non-native product indigoidine at scale

Author

Listed:
  • Deepanwita Banerjee

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory)

  • Thomas Eng

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory)

  • Andrew K. Lau

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory)

  • Yusuke Sasaki

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory)

  • Brenda Wang

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory)

  • Yan Chen

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory)

  • Jan-Philip Prahl

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory)

  • Vasanth R. Singan

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory)

  • Robin A. Herbert

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory)

  • Yuzhong Liu

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory)

  • Deepti Tanjore

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory)

  • Christopher J. Petzold

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory)

  • Jay D. Keasling

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory
    QB3 Institute, University of California-Berkeley
    University of California)

  • Aindrila Mukhopadhyay

    (Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory
    Lawrence Berkeley National Laboratory)

Abstract

High titer, rate, yield (TRY), and scalability are challenging metrics to achieve due to trade-offs between carbon use for growth and production. To achieve these metrics, we take the minimal cut set (MCS) approach that predicts metabolic reactions for elimination to couple metabolite production strongly with growth. We compute MCS solution-sets for a non-native product indigoidine, a sustainable pigment, in Pseudomonas putida KT2440, an emerging industrial microbe. From the 63 solution-sets, our omics guided process identifies one experimentally feasible solution requiring 14 simultaneous reaction interventions. We implement a total of 14 genes knockdowns using multiplex-CRISPRi. MCS-based solution shifts production from stationary to exponential phase. We achieve 25.6 g/L, 0.22 g/l/h, and ~50% maximum theoretical yield (0.33 g indigoidine/g glucose). These phenotypes are maintained from batch to fed-batch mode, and across scales (100-ml shake flasks, 250-ml ambr®, and 2-L bioreactors).

Suggested Citation

  • Deepanwita Banerjee & Thomas Eng & Andrew K. Lau & Yusuke Sasaki & Brenda Wang & Yan Chen & Jan-Philip Prahl & Vasanth R. Singan & Robin A. Herbert & Yuzhong Liu & Deepti Tanjore & Christopher J. Petz, 2020. "Genome-scale metabolic rewiring improves titers rates and yields of the non-native product indigoidine at scale," Nature Communications, Nature, vol. 11(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:11:y:2020:i:1:d:10.1038_s41467-020-19171-4
    DOI: 10.1038/s41467-020-19171-4
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    Cited by:

    1. Jinzhong Tian & Wangshuying Deng & Ziwen Zhang & Jiaqi Xu & Guiling Yang & Guoping Zhao & Sheng Yang & Weihong Jiang & Yang Gu, 2023. "Discovery and remodeling of Vibrio natriegens as a microbial platform for efficient formic acid biorefinery," Nature Communications, Nature, vol. 14(1), pages 1-12, December.

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