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1.
mBio ; : e0262223, 2023 Nov 22.
Article in English | MEDLINE | ID: mdl-37991384

ABSTRACT

IMPORTANCE: We explore when and why large classes of proteins expand into new sequence space. We used an unsupervised machine learning approach to observe the sequence landscape of REC domains of bacterial response regulator proteins. We find that within-gene recombination can switch effector domains and, consequently, change the regulatory context of the duplicated protein.

2.
Genetics ; 224(2)2023 05 26.
Article in English | MEDLINE | ID: mdl-37119800

ABSTRACT

Over evolutionary timescales, the logic and pattern of cell-type specific gene expression can remain constant, yet the molecular mechanisms underlying such regulation can drift between alternative forms. Here, we document a new example of this principle in the regulation of the haploid-specific genes in a small clade of fungal species. For most ascomycete fungal species, transcription of these genes is repressed in the a/α cell type by a heterodimer of two homeodomain proteins, Mata1 and Matα2. We show that in the species Lachancea kluyveri, most of the haploid-specific genes are regulated in this way, but repression of one haploid-specific gene (GPA1) requires, in addition to Mata1 and Matα2, a third regulatory protein, Mcm1. Model building, based on x-ray crystal structures of the three proteins, rationalizes the requirement for all three proteins: no single pair of the proteins is optimally arranged, and we show that no single pair can bring about repression. This case study exemplifies the idea that the energy of DNA binding can be "shared out" in different ways and can result in different DNA-binding solutions across different genes-while maintaining the same overall pattern of gene expression.


Subject(s)
Ascomycota , Saccharomyces cerevisiae Proteins , Fungal Proteins/metabolism , Saccharomyces cerevisiae/genetics , Repressor Proteins/metabolism , Saccharomyces cerevisiae Proteins/genetics , Haploidy , Phylogeny , Ascomycota/genetics , DNA/chemistry , Gene Expression Regulation, Fungal , Homeodomain Proteins/genetics
3.
Sci Rep ; 12(1): 10336, 2022 06 20.
Article in English | MEDLINE | ID: mdl-35725867

ABSTRACT

In this report, we systematically characterize 32 response regulators (RRs) from a metal tolerant groundwater isolate, Pseudomonas stutzeri RCH2 to assess the impact of host-derived post-translational phosphorylation. As observed by distinct shifted bands in a phos-tag gel, 12 of the 24 detected RRs show homogenous mixtures of phosphorylated proteins or heterogenous mixtures of unphosphorylated and phosphorylated proteins. By evaluating the phosphorylation state of CzcR and CopR II under varying assay parameters, we found that changes to pH and exogenous addition of phospho-donors (e.g. acetyl phosphate) have little to no effect on phosphorylation state. By applying protein production conditions that decrease the pool of intracellular acetyl-phosphate in E. coli, we found a reduction in the phosphorylated population of CopR II when magnesium was added to the medium, but observed no change in phosphorylated population when CopR II is expressed in E. coli BL21 (DE3) ∆pta, a mutant with a metabolic disruption to the acetyl-phosphate pathway. Therefore, the specific mechanism of post-translational phosphorylation of RRs in E. coli remains obscure. These findings show the importance of characterizing the phosphorylation state of proteins when heterologously expressed, since their biochemical and physiological properties can be dependent on post-translational modification.


Subject(s)
Escherichia coli , Pseudomonas stutzeri , Escherichia coli/genetics , Escherichia coli/metabolism , Phosphates/metabolism , Phosphorylation , Protein Processing, Post-Translational , Proteins/metabolism , Pseudomonas stutzeri/metabolism
4.
Microsyst Nanoeng ; 8: 31, 2022.
Article in English | MEDLINE | ID: mdl-35359611

ABSTRACT

We present a droplet-based microfluidic system that enables CRISPR-based gene editing and high-throughput screening on a chip. The microfluidic device contains a 10 × 10 element array, and each element contains sets of electrodes for two electric field-actuated operations: electrowetting for merging droplets to mix reagents and electroporation for transformation. This device can perform up to 100 genetic modification reactions in parallel, providing a scalable platform for generating the large number of engineered strains required for the combinatorial optimization of genetic pathways and predictable bioengineering. We demonstrate the system's capabilities through the CRISPR-based engineering of two test cases: (1) disruption of the function of the enzyme galactokinase (galK) in E. coli and (2) targeted engineering of the glutamine synthetase gene (glnA) and the blue-pigment synthetase gene (bpsA) to improve indigoidine production in E. coli.

5.
Environ Microbiol Rep ; 12(3): 267-276, 2020 06.
Article in English | MEDLINE | ID: mdl-32212247

ABSTRACT

Studies on bacterial physiology are incomplete without knowledge of the signalling and regulatory systems that a bacterium uses to sense and respond to its environment. Two-component systems (TCSs) are among the most prevalent bacterial signalling systems, and they control essential and secondary physiological processes; however, even in model organisms, we lack a complete understanding of the signals sensed, the phosphotransfer partners and the functions regulated by these systems. In this review, we discuss several tools to map the genes targeted by transcriptionally acting TCSs. Many of these tools have been used for studying individual TCSs across diverse species, but systematic approaches to delineate entire signalling networks have been very few. Since genome sequences and high-throughput technologies are now readily available, the methods presented here can be applied to characterize the entire DNA-binding TCS signalling network in any bacterial species and are especially useful for non-model environmental bacteria.


Subject(s)
Bacterial Physiological Phenomena/genetics , Response Elements/genetics , Bacteria/genetics , Bacteria/metabolism , Bacterial Proteins/genetics , Gene Expression Profiling/methods , Gene Expression Regulation, Bacterial , Signal Transduction/genetics
6.
BMC Genomics ; 21(1): 85, 2020 Jan 28.
Article in English | MEDLINE | ID: mdl-31992180

ABSTRACT

BACKGROUND: Next generation sequencing (NGS) has become a universal practice in modern molecular biology. As the throughput of sequencing experiments increases, the preparation of conventional multiplexed libraries becomes more labor intensive. Conventional library preparation typically requires quality control (QC) testing for individual libraries such as amplification success evaluation and quantification, none of which occur until the end of the library preparation process. RESULTS: In this study, we address the need for a more streamlined high-throughput NGS workflow by tethering real-time quantitative PCR (qPCR) to conventional workflows to save time and implement single tube and single reagent QC. We modified two distinct library preparation workflows by replacing PCR and quantification with qPCR using SYBR Green I. qPCR enabled individual library quantification for pooling in a single tube without the need for additional reagents. Additionally, a melting curve analysis was implemented as an intermediate QC test to confirm successful amplification. Sequencing analysis showed comparable percent reads for each indexed library, demonstrating that pooling calculations based on qPCR allow for an even representation of sequencing reads. To aid the modified workflow, a software toolkit was developed and used to generate pooling instructions and analyze qPCR and melting curve data. CONCLUSIONS: We successfully applied fluorescent amplification for next generation sequencing (FA-NGS) library preparation to both plasmids and bacterial genomes. As a result of using qPCR for quantification and proceeding directly to library pooling, the modified library preparation workflow has fewer overall steps. Therefore, we speculate that the FA-NGS workflow has less risk of user error. The melting curve analysis provides the necessary QC test to identify and troubleshoot library failures prior to sequencing. While this study demonstrates the value of FA-NGS for plasmid or gDNA libraries, we speculate that its versatility could lead to successful application across other library types.


Subject(s)
Fluorescent Dyes , Gene Library , High-Throughput Nucleotide Sequencing , Nucleic Acid Amplification Techniques , High-Throughput Nucleotide Sequencing/methods , Humans , Plasmids , Real-Time Polymerase Chain Reaction
7.
ACS Synth Biol ; 9(1): 53-62, 2020 01 17.
Article in English | MEDLINE | ID: mdl-31841635

ABSTRACT

Caprolactam is an important polymer precursor to nylon traditionally derived from petroleum and produced on a scale of 5 million tons per year. Current biological pathways for the production of caprolactam are inefficient with titers not exceeding 2 mg/L, necessitating novel pathways for its production. As development of novel metabolic routes often require thousands of designs and result in low product titers, a highly sensitive biosensor for the final product has the potential to rapidly speed up development times. Here we report a highly sensitive biosensor for valerolactam and caprolactam from Pseudomonas putida KT2440 which is >1000× more sensitive to an exogenous ligand than previously reported sensors. Manipulating the expression of the sensor oplR (PP_3516) substantially altered the sensing parameters, with various vectors showing Kd values ranging from 700 nM (79.1 µg/L) to 1.2 mM (135.6 mg/L). Our most sensitive construct was able to detect in vivo production of caprolactam above background at ∼6 µg/L. The high sensitivity and range of OplR is a powerful tool toward the development of novel routes to the biological synthesis of caprolactam.


Subject(s)
Biosensing Techniques/methods , Caprolactam/metabolism , Lactams/metabolism , Metabolic Engineering/methods , Pseudomonas putida/metabolism , Escherichia coli/genetics , Escherichia coli/metabolism , Ligands , Plasmids/genetics
8.
Mol Microbiol ; 107(6): 704-717, 2018 03.
Article in English | MEDLINE | ID: mdl-29341298

ABSTRACT

Bacterial response to metals can require complex regulation. We report an overlapping regulation for copper and zinc resistance genes in the denitrifying bacterium, Pseudomonas stutzeri RCH2, by three two-component regulatory proteins CopR1, CopR2 and CzcR. We conducted genome-wide evaluations to identify gene targets of two paralogous regulators, CopR1 and CopR2, annotated for copper signaling, and compared the results with the gene targets for CzcR, implicated in zinc signaling. We discovered that the CopRs and CzcR have largely common targets, and crossregulate a core set of P. stutzeri copper and zinc responsive genes. We established that this crossregulation is enabled by a conserved binding motif in the upstream regulatory regions of the target genes. The crossregulation is physiologically relevant as these regulators synergistically and antagonistically target multicopper oxidases, metal efflux and sequestration systems. CopR1 and CopR2 upregulate two cop operons encoding copper tolerance genes, while all three regulators downregulate a putative copper chaperone, Psest_1595. CzcR also upregulated the oprD gene and the CzcIABC Zn2+ efflux system, while CopR1 and CopR2 downregulated these genes. Our study suggests that crossregulation of copper and zinc homeostasis can be advantageous, and in P. stutzeri this is enabled by shared binding motifs for multiple response regulators.


Subject(s)
Copper/metabolism , Pseudomonas stutzeri/genetics , Zinc/metabolism , Bacterial Proteins/metabolism , DNA, Bacterial/metabolism , Gene Expression Regulation, Bacterial , Homeostasis , Molecular Chaperones/metabolism , Operon , Protein Binding , Pseudomonas stutzeri/metabolism , Signal Transduction
9.
Nucleic Acids Res ; 45(1): 496-508, 2017 Jan 09.
Article in English | MEDLINE | ID: mdl-27899650

ABSTRACT

Despite the extensive use of Saccharomyces cerevisiae as a platform for synthetic biology, strain engineering remains slow and laborious. Here, we employ CRISPR/Cas9 technology to build a cloning-free toolkit that addresses commonly encountered obstacles in metabolic engineering, including chromosomal integration locus and promoter selection, as well as protein localization and solubility. The toolkit includes 23 Cas9-sgRNA plasmids, 37 promoters of various strengths and temporal expression profiles, and 10 protein-localization, degradation and solubility tags. We facilitated the use of these parts via a web-based tool, that automates the generation of DNA fragments for integration. Our system builds upon existing gene editing methods in the thoroughness with which the parts are standardized and characterized, the types and number of parts available and the ease with which our methodology can be used to perform genetic edits in yeast. We demonstrated the applicability of this toolkit by optimizing the expression of a challenging but industrially important enzyme, taxadiene synthase (TXS). This approach enabled us to diagnose an issue with TXS solubility, the resolution of which yielded a 25-fold improvement in taxadiene production.


Subject(s)
Bacterial Proteins/genetics , CRISPR-Cas Systems , DNA, Fungal/genetics , Endonucleases/genetics , Genetic Engineering/methods , RNA, Guide, Kinetoplastida/genetics , Saccharomyces cerevisiae/genetics , Bacterial Proteins/metabolism , CRISPR-Associated Protein 9 , Clustered Regularly Interspaced Short Palindromic Repeats , DNA, Fungal/metabolism , Endonucleases/metabolism , Gene Expression , Isomerases/genetics , Isomerases/metabolism , Plasmids/chemistry , Plasmids/metabolism , Promoter Regions, Genetic , RNA, Guide, Kinetoplastida/metabolism , Saccharomyces cerevisiae/metabolism , Software
10.
Metab Eng ; 26: 111-118, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25250846

ABSTRACT

Microbial fermentation is emerging as an increasingly important resource for the production of fatty acids to serve as precursors for renewable diesel as well as detergents, lubricants and other industrial chemicals, as an alternative to traditional sources of reduced carbon such as petroleum. A major disadvantage of fuels derived from biological sources is their undesirable physical properties such as high cloud and pour points, and high viscosity. Here we report the development of an Escherichia coli strain that efficiently produces anteiso-branched fatty acids, which can be converted into downstream products with lower cloud and pour points than the mixtures of compounds produced via the native metabolism of the cell. This work addresses a serious limitation that must be overcome in order to produce renewable biodiesel and oleochemicals that perform as well as their petroleum-based counterparts.


Subject(s)
Acyl Coenzyme A/genetics , Amino Acids/metabolism , Biofuels/microbiology , Escherichia coli/physiology , Fatty Acids/biosynthesis , Genetic Enhancement/methods , Acyl Coenzyme A/metabolism , Cold Temperature , Fatty Acids/chemistry , Fatty Acids/isolation & purification , Viscosity
11.
J Leukoc Biol ; 83(3): 523-35, 2008 Mar.
Article in English | MEDLINE | ID: mdl-17913974

ABSTRACT

Sepsis syndrome remains the leading cause of mortality in intensive care units. It is now believed that along with the body's hyperinflammatory response designated to eliminate the underlying pathogen, mechanisms are initiated to control this initial response, which can become deleterious and result in immune dysfunctions and death. A similar state of immune suppression has been described after numerous forms of severe trauma/injury. Although the evidence for immune dysfunctions after sepsis has grown, much remains to be understood about mechanisms underpinning its development and how it acts to increase the morbid state of the critically ill patient. In this context, although the majority of clinical and basic science conducted so far has focused on the roles of myeloid cell populations, the contribution of T lymphocytes and in particular, of regulatory T cells has been somewhat ignored. The studies presented here support the concept that regulatory T lymphocytes (CD4+CD25+ regulatory, gammadelta, and NK T cells) play a role in the control of immune responses and are affected by injury and sepsis. This may be related to their capacity to interact with components of the innate and adaptive immune responses and to their ability to be activated nonspecifically by bacterial products and/or cytokines and to regulate through direct cell-cell and/or soluble mediators. It is our hope that a better understanding of the mechanism through which those rare lymphocyte subsets exert such a profound effect on the immune response may help in improving our ability not only to diagnose but also to treat the critically ill individual.


Subject(s)
Sepsis/immunology , T-Lymphocytes, Regulatory/immunology , Wounds and Injuries/immunology , Animals , Antigen-Presenting Cells/immunology , Antigens, CD/immunology , Disease Models, Animal , Humans , Immunity, Innate , Intensive Care Units , Killer Cells, Natural/immunology , Mice , Models, Immunological , Receptors, Antigen, T-Cell, gamma-delta/immunology
13.
Front Biosci ; 11: 272-99, 2006 Jan 01.
Article in English | MEDLINE | ID: mdl-16146731

ABSTRACT

Sepsis is the leading cause of death in critically ill patients in the United States. It is associated with enormous expenditures within the health care system and despite substantial human, medical and fiscal resources directed at this clinical entity we have only had a modest effect on the septic patient's long-term survival. However, extensive studies over the last few decades have begun to reveal important pathophysiological processes around which a few promising therapeutic strategies with potential benefits may be derived. It is generally believed, that the body reacts to a septic challenge with an intense hyper-inflammatory response, designed to eliminate the underlying pathogen. However, along with and in response to the intense pro-inflammatory reaction, mechanisms fall into place to counter regulate (control) this initial response, typically resulting in a down regulation of the inflammatory response. This frequently results in dysfunction of various immunological conditions and may result in the inability to ward off the infection and consecutively lead to multiple organ dysfunction, multiple organ failure and death. It is the aberrant development of this anti-inflammatory/ immunosuppressive response, in which it is important to expand our understanding of pathological components to develop potential remedy. Upon this background this review aims to provide an overview on the pathophysiological mechanisms which initiate or maintain the down regulation of the immune response to a septic challenge and which might be a starting point for the development of therapeutic strategies.


Subject(s)
Anti-Inflammatory Agents/pharmacology , Sepsis/immunology , Sepsis/pathology , Animals , Antigens, CD , Antigens, Differentiation/metabolism , Apoptosis , CTLA-4 Antigen , Down-Regulation , Humans , Immune System/pathology , Immune System Diseases/pathology , Inflammation , Intercellular Adhesion Molecule-1/metabolism , Lymphocytes/metabolism , Macrophages/metabolism , Mice , Models, Biological , NF-kappa B/metabolism , Neutrophils/metabolism , Nitric Oxide/metabolism , Prostaglandins/metabolism
14.
Circ Res ; 94(3): 306-15, 2004 Feb 20.
Article in English | MEDLINE | ID: mdl-14699010

ABSTRACT

RhoA and Rac1 regulate formation of stress fibers and intercellular junctions, thus modulating endothelial monolayer permeability. Posttranslational modifications of RhoA and Rac1 regulate enzyme activity and subcellular localization, resulting in altered cellular function. The role of RhoA and Rac1 carboxyl methylation in modulating endothelial monolayer permeability is not known. In this study, we found that inhibition of isoprenylcysteine-O-carboxyl methyltransferase (ICMT) with adenosine plus homocysteine or N-acetyl-S-geranylgeranyl-l-cysteine decreased RhoA carboxyl methylation, RhoA activity, and endothelial monolayer permeability, suggesting that RhoA carboxyl methylation may play a role in the ICMT-modulated monolayer permeability. Similar studies showed no effect of ICMT inhibition on Rac1 carboxyl methylation or localization. Bovine pulmonary artery endothelial cells (PAECs) stably overexpressing ICMT-GFP cDNA were established to determine if increased ICMT expression could alter RhoA or Rac1 carboxyl methylation, activation, and endothelial monolayer permeability. PAECs stably overexpressing ICMT demonstrated increased RhoA carboxyl methylation, membrane-bound RhoA, and RhoA activity. Additionally, PAECs stably overexpressing ICMT had diminished VE-cadherin and beta-catenin at intercellular junctions, with resultant intercellular gap formation, as well as enhanced monolayer permeability. These effects were blunted by adenosine plus homocysteine and by inhibition of RhoA, but not by inhibition of Rac1. These results indicate that ICMT modulates endothelial monolayer permeability by altering RhoA carboxyl methylation and activation, thus changing the organization of intercellular junctions. Therefore, carboxyl methylation of RhoA may modulate endothelial barrier function.


Subject(s)
Cell Membrane Permeability/physiology , Cysteine/analogs & derivatives , Endothelial Cells/physiology , Protein Methyltransferases/metabolism , Adenosine/pharmacology , Adherens Junctions/metabolism , Animals , Cattle , Cell Membrane Permeability/drug effects , Cells, Cultured , Cysteine/pharmacology , Diterpenes/pharmacology , Electrophoresis, Gel, Two-Dimensional , Endothelial Cells/drug effects , Green Fluorescent Proteins , Homocysteine/pharmacology , Luminescent Proteins/genetics , Luminescent Proteins/metabolism , Methylation , Protein Methyltransferases/genetics , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism , rac1 GTP-Binding Protein/metabolism , rhoA GTP-Binding Protein/metabolism
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