skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Maximizing Heterologous Expression of Engineered Type I Polyketide Synthases: Investigating Codon Optimization Strategies

Journal Article · · ACS Synthetic Biology
 [1];  [2];  [3];  [4]; ORCiD logo [5];  [5]; ORCiD logo [5];  [3]; ORCiD logo [3];  [3]; ORCiD logo [6]; ORCiD logo [7]
  1. Joint BioEnergy Institute, 5885 Hollis Street, Emeryville, California 94608, United States, Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States, Institute of Applied Microbiology (iAMB), Aachen Biology and Biotechnology (ABBt), RWTH Aachen University, 52062 Aachen, Germany, California Institute for Quantitative Biosciences (QB3), University of California, Berkeley, California 94720, United States
  2. Joint BioEnergy Institute, 5885 Hollis Street, Emeryville, California 94608, United States, Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States, California Institute for Quantitative Biosciences (QB3), University of California, Berkeley, California 94720, United States
  3. Joint BioEnergy Institute, 5885 Hollis Street, Emeryville, California 94608, United States, Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
  4. Joint BioEnergy Institute, 5885 Hollis Street, Emeryville, California 94608, United States, Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States, Joint Program in Bioengineering, University of California, Berkeley, California 94720, United States
  5. Joint BioEnergy Institute, 5885 Hollis Street, Emeryville, California 94608, United States, Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States, Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California 94720, United States
  6. Institute of Applied Microbiology (iAMB), Aachen Biology and Biotechnology (ABBt), RWTH Aachen University, 52062 Aachen, Germany
  7. Joint BioEnergy Institute, 5885 Hollis Street, Emeryville, California 94608, United States, Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States, Joint Program in Bioengineering, University of California, Berkeley, California 94720, United States, Department of Chemistry, University of California, Berkeley, California 94720, United States, Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States

Type I polyketide synthases (T1PKSs) hold enormous potential as a rational production platform for the biosynthesis of specialty chemicals. However, despite great progress in this field, the heterologous expression of PKSs remains a major challenge. One of the first measures to improve heterologous gene expression can be codon optimization. Although controversial, choosing the wrong codon optimization strategy can have detrimental effects on the protein and product levels. In this study, we analyzed 11 different codon variants of an engineered T1PKS and investigated in a systematic approach their influence on heterologous expression in Corynebacterium glutamicum, Escherichia coli, and Pseudomonas putida. Our best performing codon variants exhibited a minimum 50-fold increase in PKS protein levels, which also enabled the production of an unnatural polyketide in each of these hosts. Furthermore, we developed a free online tool (https://basebuddy.lbl.gov) that offers transparent and highly customizable codon optimization with up-to-date codon usage tables. In this work, we not only highlight the significance of codon optimization but also establish the groundwork for the high-throughput assembly and characterization of PKS pathways in alternative hosts.

Research Organization:
Univ. of California, Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER); USDOE Office of Energy Efficiency and Renewable Energy (EERE), Office of Sustainable Transportation. Bioenergy Technologies Office (BETO)
Grant/Contract Number:
AC02-05CH11231; EE0008926
OSTI ID:
2202869
Alternate ID(s):
OSTI ID: 2217103; OSTI ID: 2217547
Journal Information:
ACS Synthetic Biology, Journal Name: ACS Synthetic Biology Vol. 12 Journal Issue: 11; ISSN 2161-5063
Publisher:
American Chemical SocietyCopyright Statement
Country of Publication:
United States
Language:
English

References (60)

Genetic engineering of modular PKSs: from combinatorial biosynthesis to synthetic biology journal January 2016
Biosynthesis of Polyketides in Heterologous Hosts journal March 2001
Characterization of the Formation of Branched Short-Chain Fatty Acid:CoAs for Bitter Acid Biosynthesis in Hop Glandular Trichomes journal July 2013
Heterologous Gene Expression of N -Terminally Truncated Variants of LipPks1 Suggests a Functionally Critical Structural Motif in the N -terminus of Modular Polyketide Synthase journal October 2017
The intricate relationship between transcription and translation journal May 2021
Critical assessment of proteome-wide label-free absolute abundance estimation strategies journal July 2013
Modular organization of genes required for complex polyketide biosynthesis journal May 1991
Selection on start codons in prokaryotes and potential compensatory nucleotide substitutions journal September 2017
Improving heterologous membrane protein production in Escherichia coli by combining transcriptional tuning and codon usage algorithms journal September 2017
Investigation of plasmid-induced growth defect in Pseudomonas putida journal August 2016
Engineering a Polyketide Synthase for In Vitro Production of Adipic Acid journal November 2015
Posttranslational modification of myxobacterial carrier protein domains in Pseudomonas sp. by an intrinsic phosphopantetheinyl transferase journal January 2005
j5 DNA Assembly Design Automation Software journal December 2011
Improved polyketide production in C. glutamicum by preventing propionate-induced growth inhibition journal July 2023
Integrative analysis of fitness and metabolic effects of plasmids in Pseudomonas aeruginosa PAO1 journal August 2018
Genome-wide role of codon usage on transcription and identification of potential regulators journal February 2021
High-throughput genetic engineering of nonmodel and undomesticated bacteria via iterative site-specific genome integration journal March 2023
Codon optimization with deep learning to enhance protein expression journal October 2020
Effects of plasmid presence on growth and enzyme activity of Escherichia coli DH5? journal November 1989
Efficient Multiplex Gene Repression by CRISPR-dCpf1 in Corynebacterium glutamicum journal April 2020
Codon usage tabulated from international DNA sequence databases: status for the year 2000 journal January 2000
Codon Optimization of the Gene Encoding a Domain from Human Type 1 Neurofibromin Protein Results in a Threefold Improvement in Expression Level inEscherichia coli journal March 1998
MEGA11: Molecular Evolutionary Genetics Analysis Version 11 journal April 2021
Development of a high efficiency integration system and promoter library for rapid modification of Pseudomonas putida KT2440 journal December 2017
Short-chain ketone production by engineered polyketide synthases in Streptomyces albus journal November 2018
An analysis of initiation codon utilization in the Domain Bacteria – concerns about the quality of bacterial genome annotation journal September 2008
DIA-NN: neural networks and interference correction enable deep proteome coverage in high throughput journal November 2019
Evaluating metabolic stress and plasmid stability in plasmid DNA production by Escherichia coli journal May 2012
Preparative production of an enantiomeric pair by engineered polyketide synthases journal January 2021
A new and updated resource for codon usage tables journal September 2017
A Synthetic Metabolic Pathway for Production of the Platform Chemical Isobutyric Acid journal July 2011
Regulation of Valine Catabolism in Pseudomonas putida journal June 1972
Genomic Characterization and Copy Number Variation of Bacillus anthracis Plasmids pXO1 and pXO2 in a Historical Collection of 412 Strains journal August 2018
DNA Chisel, a versatile sequence optimizer journal July 2020
The Kazusa codon usage database, CoCoPUTs, and the value of up-to-date codon usage statistics journal September 2019
Metabolic engineering of Pseudomonas sp. strain VLB120 as platform biocatalyst for the production of isobutyric acid and other secondary metabolites journal January 2014
Effect of the bacterial growth rate on replication control of plasmid pBR322 in Escherichia coli journal April 1986
The use of a rare codon specifically during development? journal December 1991
The codon adaptation index-a measure of directional synonymous codon usage bias, and its potential applications journal January 1987
Codon usage is an important determinant of gene expression levels largely through its effects on transcription journal September 2016
Absolute Quantification of Proteins by LCMS E : A Virtue of Parallel ms Acquisition journal October 2005
Metabolic engineering of Escherichia coli for improved 6-deoxyerythronolide B production journal August 2003
Translational efficiency of the Escherichia coli adenylate cyclase gene: mutating the UUG initiation codon to GUG or AUG results in increased gene expression. journal September 1985
Synthetic biology platform of CoryneBrick vectors for gene expression in Corynebacterium glutamicum and its application to xylose utilization journal April 2014
The PRIDE database resources in 2022: a hub for mass spectrometry-based proteomics evidences journal November 2021
Codon usage determines translation rate in Escherichia coli journal May 1989
De novo DNA synthesis using polymerase-nucleotide conjugates journal June 2018
RB-TnSeq identifies genetic targets for improved tolerance of Pseudomonas putida towards compounds relevant to lignin conversion journal May 2023
Metabolic Engineering of Pseudomonas putida for Methylmalonyl-CoA Biosynthesis to Enable Complex Heterologous Secondary Metabolite Formation journal December 2006
Broad Substrate Specificity of the Loading Didomain of the Lipomycin Polyketide Synthase journal May 2013
Novel broad host range shuttle vectors for expression in Escherichia coli, Bacillus subtilis and Pseudomonas putida journal October 2012
A giant market and a powerful metabolism: l-lysine provided by Corynebacterium glutamicum journal March 2015
Recombinant protein expression in Escherichia coli: advances and challenges journal April 2014
Formation and Metabolism of Methylmalonyl Coenzyme A in Corynebacterium glutamicum journal April 2009
Biosynthesis of Complex Polyketides in a Metabolically Engineered Strain of E. coli journal March 2001
Small mobilizable multi-purpose cloning vectors derived from the Escherichia coli plasmids pK18 and pK19: selection of defined deletions in the chromosome of Corynebacterium glutamicum journal July 1994
The real cost of sequencing: scaling computation to keep pace with data generation journal March 2016
Recent advances in the heterologous expression of microbial natural product biosynthetic pathways journal January 2013
The pGinger Family of Expression Plasmids journal June 2023
RNAcentral: a comprehensive database of non-coding RNA sequences journal October 2016