Sort-Seq Approach to Engineering a Formaldehyde-Inducible Promoter for Dynamically Regulated Escherichia coli Growth on Methanol

被引:75
作者
Rohlhill, Julia [1 ,2 ]
Sandoval, Nicholas R. [3 ]
Papoutsakis, Eleftherios T. [1 ,2 ]
机构
[1] Univ Delaware, Dept Chem & Biomol Engn, Newark, DC 19711 USA
[2] Univ Delaware, Delaware Biotechnol Inst, Newark, DC 19711 USA
[3] Tulane Univ, Dept Chem & Biomol Engn, New Orleans, LA 70118 USA
基金
美国国家卫生研究院;
关键词
sort-seq; promoter engineering; biosensor; transcription factor binding; transcriptional fine-tuning; SYNTHETIC BIOLOGY; TRANSCRIPTIONAL REGULATOR; METABOLIC PATHWAYS; GENE-EXPRESSION; LOGIC GATES; CHEMICALS; SEQUENCE; CELLS; INACTIVATION; CONVERSION;
D O I
10.1021/acssynbio.7b00114
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Tight and tunable control of gene expression is a highly desirable goal in synthetic biology for constructing predictable gene circuits and achieving preferred phenotypes. Elucidating the sequence-function relationship of promoters is crucial for manipulating gene expression at the transcriptional level, particularly for inducible systems dependent on transcriptional regulators. Sort-seq methods employing fluorescence-activated cell sorting (FACS) and high-throughput sequencing allow for the quantitative analysis of sequence-function relationships in a robust and rapid way. Here we utilized a massively parallel sort-seq approach to analyze the formaldehyde-inducible Escherichia coli promoter (P-frm) with single-nucleotide resolution. A library of mutated formaldehyde-inducible promoters was cloned upstream of gfp on a plasmid. The library was partitioned into bins via FACS on the basis of green fluorescent protein (GFP) expression level, and mutated promoters falling into each expression bin were identified with high-throughput sequencing. The resulting analysis identified two 19 base pair repressor binding sites, one upstream of the -35 RNA polymerase (RNAP) binding site and one overlapping with the -10 site, and assessed the relative importance of each position and base therein. Key mutations were identified for tuning expression levels and were used to engineer formaldehyde-inducible promoters with predictable activities. Engineered variants demonstrated up to 14-fold lower basal expression, 13-fold higher induced expression, and a 3.6-fold stronger response as indicated by relative dynamic range. Finally, an engineered formaldehyde-inducible promoter was employed to drive the expression of heterologous methanol assimilation genes and achieved increased biomass levels on methanol, a non-native substrate of E. coli.
引用
收藏
页码:1584 / 1595
页数:12
相关论文
共 43 条
[1]   Learning Quantitative Sequence-Function Relationships from Massively Parallel Experiments [J].
Atwal, Gurinder S. ;
Kinney, Justin B. .
JOURNAL OF STATISTICAL PHYSICS, 2016, 162 (05) :1203-1243
[2]   Construction of Escherichia coli K-12 in-frame, single-gene knockout mutants:: the Keio collection [J].
Baba, Tomoya ;
Ara, Takeshi ;
Hasegawa, Miki ;
Takai, Yuki ;
Okumura, Yoshiko ;
Baba, Miki ;
Datsenko, Kirill A. ;
Tomita, Masaru ;
Wanner, Barry L. ;
Mori, Hirotada .
MOLECULAR SYSTEMS BIOLOGY, 2006, 2 (1) :2006.0008
[3]   Translation rate is controlled by coupled trade-offs between site accessibility, selective RNA unfolding and sliding at upstream standby sites [J].
Borujeni, Amin Espah ;
Channarasappa, Anirudh S. ;
Salis, Howard M. .
NUCLEIC ACIDS RESEARCH, 2014, 42 (04) :2646-2659
[4]  
BROSIUS J, 1985, J BIOL CHEM, V260, P3539
[5]   Formaldehyde Stress Responses in Bacterial Pathogens [J].
Chen, Nathan H. ;
Djoko, Karrera Y. ;
Veyrier, Frederic J. ;
McEwan, Alastair G. .
FRONTIERS IN MICROBIOLOGY, 2016, 7
[6]   Sensitive cells: enabling tools for static and dynamic control of microbial metabolic pathways [J].
Cress, Brady F. ;
Trantas, Emmanouil A. ;
Ververidis, FiIipios ;
Linhardt, Robert J. ;
Koffas, Mattheos A. G. .
CURRENT OPINION IN BIOTECHNOLOGY, 2015, 36 :205-214
[7]   One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products [J].
Datsenko, KA ;
Wanner, BL .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (12) :6640-6645
[8]   The mechanism of a formaldehyde-sensing transcriptional regulator [J].
Denby, Katie J. ;
Iwig, Jeffrey ;
Bisson, Claudine ;
Westwood, Jodie ;
Rolfe, Matthew D. ;
Sedelnikova, Svetlana E. ;
Higgins, Khadine ;
Maroney, Michael J. ;
Baker, Patrick J. ;
Chivers, Peter T. ;
Green, Jeffrey .
SCIENTIFIC REPORTS, 2016, 6
[9]   Why high-error-rate random mutagenesis libraries are enriched in functional and improved proteins [J].
Drummond, DA ;
Iverson, BL ;
Georgiou, G ;
Arnold, FH .
JOURNAL OF MOLECULAR BIOLOGY, 2005, 350 (04) :806-816
[10]   The power of multiplexed functional analysis of genetic variants [J].
Gasperini, Molly ;
Starita, Lea ;
Shendure, Jay .
NATURE PROTOCOLS, 2016, 11 (10) :1782-1787