IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-28501-7.html
   My bibliography  Save this article

CRISPR-assisted rational flux-tuning and arrayed CRISPRi screening of an l-proline exporter for l-proline hyperproduction

Author

Listed:
  • Jiao Liu

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology)

  • Moshi Liu

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology
    University of Chinese Academy of Sciences)

  • Tuo Shi

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology)

  • Guannan Sun

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology
    University of Chinese Academy of Sciences)

  • Ning Gao

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology
    University of Chinese Academy of Sciences)

  • Xiaojia Zhao

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology
    University of Chinese Academy of Sciences)

  • Xuan Guo

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology)

  • Xiaomeng Ni

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology)

  • Qianqian Yuan

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology)

  • Jinhui Feng

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology)

  • Zhemin Liu

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology)

  • Yanmei Guo

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology)

  • Jiuzhou Chen

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology)

  • Yu Wang

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology
    University of Chinese Academy of Sciences)

  • Ping Zheng

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology
    University of Chinese Academy of Sciences)

  • Jibin Sun

    (Chinese Academy of Sciences
    National Technology Innovation Center of Synthetic Biology
    University of Chinese Academy of Sciences)

Abstract

Development of hyperproducing strains is important for biomanufacturing of biochemicals and biofuels but requires extensive efforts to engineer cellular metabolism and discover functional components. Herein, we optimize and use the CRISPR-assisted editing and CRISPRi screening methods to convert a wild-type Corynebacterium glutamicum to a hyperproducer of l-proline, an amino acid with medicine, feed, and food applications. To facilitate l-proline production, feedback-deregulated variants of key biosynthetic enzyme γ-glutamyl kinase are screened using CRISPR-assisted single-stranded DNA recombineering. To increase the carbon flux towards l-proline biosynthesis, flux-control genes predicted by in silico analysis are fine-tuned using tailored promoter libraries. Finally, an arrayed CRISPRi library targeting all 397 transporters is constructed to discover an l-proline exporter Cgl2622. The final plasmid-, antibiotic-, and inducer-free strain produces l-proline at the level of 142.4 g/L, 2.90 g/L/h, and 0.31 g/g. The CRISPR-assisted strain development strategy can be used for engineering industrial-strength strains for efficient biomanufacturing.

Suggested Citation

  • Jiao Liu & Moshi Liu & Tuo Shi & Guannan Sun & Ning Gao & Xiaojia Zhao & Xuan Guo & Xiaomeng Ni & Qianqian Yuan & Jinhui Feng & Zhemin Liu & Yanmei Guo & Jiuzhou Chen & Yu Wang & Ping Zheng & Jibin Su, 2022. "CRISPR-assisted rational flux-tuning and arrayed CRISPRi screening of an l-proline exporter for l-proline hyperproduction," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-28501-7
    DOI: 10.1038/s41467-022-28501-7
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-28501-7
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-28501-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Bo Zheng & Xiaoyan Ma & Ning Wang & Tingting Ding & Liwei Guo & Xiaorong Zhang & Yu Yang & Chun Li & Yi-Xin Huo, 2018. "Utilization of rare codon-rich markers for screening amino acid overproducers," Nature Communications, Nature, vol. 9(1), pages 1-11, December.
    2. Tianmin Wang & Changge Guan & Jiahui Guo & Bing Liu & Yinan Wu & Zhen Xie & Chong Zhang & Xin-Hui Xing, 2018. "Pooled CRISPR interference screening enables genome-scale functional genomics study in bacteria with superior performance," Nature Communications, Nature, vol. 9(1), pages 1-15, December.
    3. Adam L. Meadows & Kristy M. Hawkins & Yoseph Tsegaye & Eugene Antipov & Youngnyun Kim & Lauren Raetz & Robert H. Dahl & Anna Tai & Tina Mahatdejkul-Meadows & Lan Xu & Lishan Zhao & Madhukar S. Dasika , 2016. "Rewriting yeast central carbon metabolism for industrial isoprenoid production," Nature, Nature, vol. 537(7622), pages 694-697, September.
    4. Seok Hyun Park & Hyun Uk Kim & Tae Yong Kim & Jun Seok Park & Suok-Su Kim & Sang Yup Lee, 2014. "Metabolic engineering of Corynebacterium glutamicum for L-arginine production," Nature Communications, Nature, vol. 5(1), pages 1-9, December.
    5. Jiazhang Lian & Carl Schultz & Mingfeng Cao & Mohammad HamediRad & Huimin Zhao, 2019. "Multi-functional genome-wide CRISPR system for high throughput genotype–phenotype mapping," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
    6. Yu Jiang & Fenghui Qian & Junjie Yang & Yingmiao Liu & Feng Dong & Chongmao Xu & Bingbing Sun & Biao Chen & Xiaoshu Xu & Yan Li & Renxiao Wang & Sheng Yang, 2017. "CRISPR-Cpf1 assisted genome editing of Corynebacterium glutamicum," Nature Communications, Nature, vol. 8(1), pages 1-11, August.
    7. Lun Yao & Kiyan Shabestary & Sara M. Björk & Johannes Asplund-Samuelsson & Haakan N. Joensson & Michael Jahn & Elton P. Hudson, 2020. "Pooled CRISPRi screening of the cyanobacterium Synechocystis sp PCC 6803 for enhanced industrial phenotypes," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Charlotte Cautereels & Jolien Smets & Peter Bircham & Dries De Ruysscher & Anna Zimmermann & Peter De Rijk & Jan Steensels & Anton Gorkovskiy & Joleen Masschelein & Kevin J. Verstrepen, 2024. "Combinatorial optimization of gene expression through recombinase-mediated promoter and terminator shuffling in yeast," Nature Communications, Nature, vol. 15(1), pages 1-17, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Piaopiao Chen & Agnès H. Michel & Jianzhi Zhang, 2022. "Transposon insertional mutagenesis of diverse yeast strains suggests coordinated gene essentiality polymorphisms," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    2. Gita Naseri, 2023. "A roadmap to establish a comprehensive platform for sustainable manufacturing of natural products in yeast," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    3. Bingyin Peng & Lygie Esquirol & Zeyu Lu & Qianyi Shen & Li Chen Cheah & Christopher B. Howard & Colin Scott & Matt Trau & Geoff Dumsday & Claudia E. Vickers, 2022. "An in vivo gene amplification system for high level expression in Saccharomyces cerevisiae," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    4. Jian Wang & Yuxi Teng & Ruihua Zhang & Yifei Wu & Lei Lou & Yusong Zou & Michelle Li & Zhong-Ru Xie & Yajun Yan, 2021. "Engineering a PAM-flexible SpdCas9 variant as a universal gene repressor," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    5. Jae Sung Cho & Dongsoo Yang & Cindy Pricilia Surya Prabowo & Mohammad Rifqi Ghiffary & Taehee Han & Kyeong Rok Choi & Cheon Woo Moon & Hengrui Zhou & Jae Yong Ryu & Hyun Uk Kim & Sang Yup Lee, 2023. "Targeted and high-throughput gene knockdown in diverse bacteria using synthetic sRNAs," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    6. Xixian Chen & Rehka T & Jérémy Esque & Congqiang Zhang & Sudha Shukal & Chin Chin Lim & Leonard Ong & Derek Smith & Isabelle André, 2022. "Total enzymatic synthesis of cis-α-irone from a simple carbon source," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    7. Jianye Xia & Benjamin J. Sánchez & Yu Chen & Kate Campbell & Sergo Kasvandik & Jens Nielsen, 2022. "Proteome allocations change linearly with the specific growth rate of Saccharomyces cerevisiae under glucose limitation," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    8. Yixin Rong & Adrian Frey & Emre Özdemir & Arrate Larrea & Songyuan Li & Alex Toftgaard Nielsen & Sheila Ingemann Jensen, 2024. "CRISPRi-mediated metabolic switch enables concurrent aerobic and synthetic anaerobic fermentations in engineered consortium," Nature Communications, Nature, vol. 15(1), pages 1-8, December.
    9. Charlotte Cautereels & Jolien Smets & Peter Bircham & Dries De Ruysscher & Anna Zimmermann & Peter De Rijk & Jan Steensels & Anton Gorkovskiy & Joleen Masschelein & Kevin J. Verstrepen, 2024. "Combinatorial optimization of gene expression through recombinase-mediated promoter and terminator shuffling in yeast," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    10. Daphne Collias & Elena Vialetto & Jiaqi Yu & Khoa Co & Éva d. H. Almási & Ann-Sophie Rüttiger & Tatjana Achmedov & Till Strowig & Chase L. Beisel, 2023. "Systematically attenuating DNA targeting enables CRISPR-driven editing in bacteria," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    11. Iván Domenzain & Benjamín Sánchez & Mihail Anton & Eduard J. Kerkhoven & Aarón Millán-Oropeza & Céline Henry & Verena Siewers & John P. Morrissey & Nikolaus Sonnenschein & Jens Nielsen, 2022. "Reconstruction of a catalogue of genome-scale metabolic models with enzymatic constraints using GECKO 2.0," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    12. Shanshan Zhang & Jiahui Sun & Dandan Feng & Huili Sun & Jinyu Cui & Xuexia Zeng & Yannan Wu & Guodong Luan & Xuefeng Lu, 2023. "Unlocking the potentials of cyanobacterial photosynthesis for directly converting carbon dioxide into glucose," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    13. Yichao Han & Wanji Li & Alden Filko & Jingyao Li & Fuzhong Zhang, 2023. "Genome-wide promoter responses to CRISPR perturbations of regulators reveal regulatory networks in Escherichia coli," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    14. Liselot Dewachter & Babette Deckers & Israel Mares-Mejía & Elen Louwagie & Silke Vercauteren & Paul Matthay & Simon Brückner & Anna-Maria Möller & Franz Narberhaus & Sibylle C. Vonesch & Wim Versées &, 2024. "The role of the essential GTPase ObgE in regulating lipopolysaccharide synthesis in Escherichia coli," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    15. Yuanwei Gou & Dongfang Li & Minghui Zhao & Mengxin Li & Jiaojiao Zhang & Yilian Zhou & Feng Xiao & Gaofei Liu & Haote Ding & Chenfan Sun & Cuifang Ye & Chang Dong & Jucan Gao & Di Gao & Zehua Bao & Le, 2024. "Intein-mediated temperature control for complete biosynthesis of sanguinarine and its halogenated derivatives in yeast," Nature Communications, Nature, vol. 15(1), pages 1-15, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-28501-7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.