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Title: Enhancing isoprenol production by systematically tuning metabolic pathways using CRISPR interference in E. coli

Abstract

Regulation of metabolic gene expression is crucial for maximizing bioproduction titers. Recent engineering tools including CRISPR/Cas9, CRISPR interference (CRISPRi), and CRISPR activation (CRISPRa) have enabled effective knock-out, knock-down, and overexpression of endogenous pathway genes, respectively, for advanced strain engineering. CRISPRi in particular has emerged as a powerful tool for gene repression through the use of a deactivated Cas9 (dCas9) protein and target guide RNA (gRNA). By constructing gRNA arrays, CRISPRi has the capacity for multiplexed gene downregulation across multiple orthogonal pathways for enhanced bioproduction titers. In this study, we harnessed CRISPRi to downregulate 32 essential and non-essential genes in E. coli strains heterologously expressing either the original mevalonate pathway or isopentenyl diphosphate (IPP) bypass pathway for isoprenol biosynthesis. Isoprenol remains a candidate bioproduct both as a drop-in blend additive and as a precursor for the high-performance sustainable aviation fuel, 1,4-dimethylcyclooctane (DMCO). Of the 32 gRNAs targeting genes associated with isoprenol biosynthesis, a subset was found to vastly improve product titers. Construction of a multiplexed gRNA library based on single guide RNA (sgRNA) performance enabled simultaneous gene repression, yielding a 3 to 4.5-fold increase in isoprenol titer (1.82 ± 0.19 g/L) on M9-MOPS minimal medium. We then scaled the best performing CRISPRimore » strain to 2-L fed-batch cultivation and demonstrated translatable titer improvements, ultimately obtaining 12.4 ± 1.3 g/L isoprenol. Our strategy further establishes CRISPRi as a powerful tool for tuning metabolic flux in production hosts and that titer improvements are readily scalable with potential for applications in industrial bioproduction.« less

Authors:
;
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
2204892
Resource Type:
Published Article
Journal Name:
Frontiers in Bioengineering and Biotechnology
Additional Journal Information:
Journal Name: Frontiers in Bioengineering and Biotechnology Journal Volume: 11; Journal ID: ISSN 2296-4185
Publisher:
Frontiers Media SA
Country of Publication:
Switzerland
Language:
English

Citation Formats

Kim, Jinho, and Lee, Taek Soon. Enhancing isoprenol production by systematically tuning metabolic pathways using CRISPR interference in E. coli. Switzerland: N. p., 2023. Web. doi:10.3389/fbioe.2023.1296132.
Kim, Jinho, & Lee, Taek Soon. Enhancing isoprenol production by systematically tuning metabolic pathways using CRISPR interference in E. coli. Switzerland. https://doi.org/10.3389/fbioe.2023.1296132
Kim, Jinho, and Lee, Taek Soon. Mon . "Enhancing isoprenol production by systematically tuning metabolic pathways using CRISPR interference in E. coli". Switzerland. https://doi.org/10.3389/fbioe.2023.1296132.
@article{osti_2204892,
title = {Enhancing isoprenol production by systematically tuning metabolic pathways using CRISPR interference in E. coli},
author = {Kim, Jinho and Lee, Taek Soon},
abstractNote = {Regulation of metabolic gene expression is crucial for maximizing bioproduction titers. Recent engineering tools including CRISPR/Cas9, CRISPR interference (CRISPRi), and CRISPR activation (CRISPRa) have enabled effective knock-out, knock-down, and overexpression of endogenous pathway genes, respectively, for advanced strain engineering. CRISPRi in particular has emerged as a powerful tool for gene repression through the use of a deactivated Cas9 (dCas9) protein and target guide RNA (gRNA). By constructing gRNA arrays, CRISPRi has the capacity for multiplexed gene downregulation across multiple orthogonal pathways for enhanced bioproduction titers. In this study, we harnessed CRISPRi to downregulate 32 essential and non-essential genes in E. coli strains heterologously expressing either the original mevalonate pathway or isopentenyl diphosphate (IPP) bypass pathway for isoprenol biosynthesis. Isoprenol remains a candidate bioproduct both as a drop-in blend additive and as a precursor for the high-performance sustainable aviation fuel, 1,4-dimethylcyclooctane (DMCO). Of the 32 gRNAs targeting genes associated with isoprenol biosynthesis, a subset was found to vastly improve product titers. Construction of a multiplexed gRNA library based on single guide RNA (sgRNA) performance enabled simultaneous gene repression, yielding a 3 to 4.5-fold increase in isoprenol titer (1.82 ± 0.19 g/L) on M9-MOPS minimal medium. We then scaled the best performing CRISPRi strain to 2-L fed-batch cultivation and demonstrated translatable titer improvements, ultimately obtaining 12.4 ± 1.3 g/L isoprenol. Our strategy further establishes CRISPRi as a powerful tool for tuning metabolic flux in production hosts and that titer improvements are readily scalable with potential for applications in industrial bioproduction.},
doi = {10.3389/fbioe.2023.1296132},
journal = {Frontiers in Bioengineering and Biotechnology},
number = ,
volume = 11,
place = {Switzerland},
year = {Mon Nov 06 00:00:00 EST 2023},
month = {Mon Nov 06 00:00:00 EST 2023}
}

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