Shewanella putrefaciens, the source organism of NqrD, belongs to the genus Shewanella, which comprises Gram-negative, facultatively anaerobic bacteria known for their remarkable respiratory versatility. S. putrefaciens strain CN-32 (ATCC BAA-453) is one of the well-characterized strains within this species . These bacteria are notable for their ability to utilize diverse electron acceptors in anaerobic respiration, including metals such as iron and manganese, which makes them ecologically important in biogeochemical cycling .
The recombinant form of S. putrefaciens Na(+)-translocating NADH-quinone reductase subunit D is typically expressed in Escherichia coli expression systems . This approach allows for controlled production of the protein with specific modifications, such as the addition of histidine tags that facilitate purification using affinity chromatography. The expression of the full-length protein (amino acids 1-210) with an N-terminal His tag represents a common configuration for research and analytical applications .
Following expression, the recombinant protein undergoes purification processes to achieve high purity levels. According to available specifications, the purified protein typically exhibits purity greater than 90% as determined by SDS-PAGE analysis . This level of purity is essential for reliable downstream applications, including structural studies, functional assays, and interaction analyses.
Table 1: Specifications of Recombinant Na(+)-translocating NADH-quinone reductase subunit D Protein
| Parameter | Specification |
|---|---|
| Species | Shewanella putrefaciens |
| Source | E. coli expression system |
| Tag | His (Histidine) |
| Protein Length | Full Length (1-210 amino acids) |
| Form | Lyophilized powder |
| Purity | >90% (by SDS-PAGE) |
| UniProt ID | A4Y3Y9 |
| Gene Name | nqrD |
Proper reconstitution of the lyophilized protein is crucial for maintaining its functional properties. The recommended protocol involves brief centrifugation of the vial before opening to ensure all material is collected at the bottom. The protein should be reconstituted in deionized sterile water to a concentration of 0.1-1.0 mg/mL . For optimal stability during working storage, the addition of glycerol to a final concentration of 5-50% is advised, with 50% being commonly used for long-term storage preparations . Reconstituted protein solutions can be stored at 4°C for up to one week for routine use, while longer storage requires freezing at -20°C or -80°C .
When working with this recombinant protein, several important handling considerations should be observed:
Repeated freeze-thaw cycles should be avoided as they can lead to protein denaturation and loss of activity .
Working aliquots should be prepared and stored at 4°C for short-term use to minimize freeze-thaw events .
The protein is not intended for human consumption or therapeutic applications .
Table 2: Storage and Handling Guidelines
| Parameter | Recommendation |
|---|---|
| Long-term Storage | -20°C to -80°C |
| Storage Buffer | Tris/PBS-based buffer, 6% Trehalose, pH 8.0 or Tris-based buffer with 50% glycerol |
| Reconstitution | Deionized sterile water to 0.1-1.0 mg/mL |
| Working Storage | 4°C for up to one week |
| Special Precautions | Avoid repeated freeze-thaw cycles; Not for human consumption |
The Na(+)-translocating NADH-quinone reductase complex, of which subunit D is an integral component, plays a pivotal role in the energy metabolism of Shewanella putrefaciens. This respiratory complex functions as a primary dehydrogenase in the electron transport chain, coupling the oxidation of NADH to the reduction of quinones while simultaneously translocating sodium ions across the cytoplasmic membrane. This process contributes to the generation of an electrochemical gradient that can be utilized for various cellular processes, including ATP synthesis.
Shewanella species, including S. putrefaciens, are known for their remarkable respiratory versatility, capable of utilizing a diverse array of electron acceptors, particularly under anaerobic conditions . S. putrefaciens possesses genes for extracellular electron transfer, including omcA and mtrCAB, enabling the reduction of Fe³⁺ and other metals . The Na(+)-NQR complex, including the NqrD subunit, likely plays a supportive role in these processes by facilitating energy conservation during various respiratory pathways.
Studies on Shewanella putrefaciens T2.3D-1.1 have demonstrated its ability to reduce Fe³⁺ and promote Fe²⁺ oxidation in the presence of nitrate under anaerobic conditions . This strain also exhibits versatility in using various electron acceptors, including dimethyl sulfoxide, trimethyl N-oxide, tetrathionate (S₄O₆²⁻), and thiosulfate (S₂O₃²⁻) . The Na(+)-NQR complex, with NqrD as a component, may contribute to the energy conservation mechanisms that support this metabolic diversity.
While specific information about the NqrD protein in the context of Shewanella putrefaciens is limited in the provided search results, insights can be gained by examining the genomic context of related Shewanella species. For instance, genome analyses of Shewanella oncorhynchi Z-P2 revealed a circular chromosome of 5,034,612 bp with a G+C content of 45.4% . This is comparable to the genomic characteristics of Shewanella putrefaciens T2.3D-1.1, which has a chromosome of 4.68 Mb with a G+C content of 44.42% .
Pan-genome analysis comparing S. oncorhynchi Z-P2 with 10 Shewanella putrefaciens strains identified 9,228 pan-gene clusters and 2,681 core gene clusters, with Z-P2 having 618 unique gene clusters . This genomic diversity within the genus highlights the potential for functional variations in respiratory complexes, including the Na(+)-NQR system, across different Shewanella species and strains.
The Na(+)-translocating NADH-quinone reductase system may contribute to the environmental adaptability of Shewanella putrefaciens, particularly in settings with varying salinity or sodium ion concentrations. The ability to utilize sodium ions for energy conservation could confer advantages in certain ecological niches, complementing the metabolic versatility that allows these bacteria to thrive in diverse environments, including iron-rich substrates and deep subsurface habitats .
The recombinant Na(+)-translocating NADH-quinone reductase subunit D protein from Shewanella putrefaciens holds potential value for various research and biotechnological applications:
Structural and Functional Studies: The purified protein enables detailed investigations of the structure, function, and mechanisms of the Na(+)-NQR complex.
Bioenergetics Research: As a component of a primary sodium-pumping enzyme, NqrD can serve as a model for studying bacterial bioenergetics and ion-coupled electron transfer processes.
Bioremediation Applications: Understanding the role of this protein in the context of Shewanella's versatile metabolism may inform bioremediation strategies that leverage these bacteria for environmental applications.
Antibacterial Target Discovery: The Na(+)-NQR complex represents a potential target for antibacterial agents, particularly against bacteria that rely heavily on this complex for energy conservation.
The Na(+)-NQR complex, including the NqrD subunit, may contribute to the ecological roles of Shewanella putrefaciens in environmental systems. S. putrefaciens T2.3D-1.1, for instance, has been identified as having a potential role in the iron cycle within the Iberian Pyrite Belt subsurface, contributing to the dissolution of iron minerals and potentially influencing the extreme conditions in the Río Tinto basin . Understanding the bioenergetic systems that support these ecological functions, including the Na(+)-NQR complex, may provide insights into biogeochemical cycling in various environments.
KEGG: spc:Sputcn32_0943
STRING: 319224.Sputcn32_0943
Na(+)-translocating NADH-quinone reductase subunit D (NqrD) is a critical component of the Na(+)-NQR complex in Shewanella putrefaciens. This complex functions as a respiratory chain enzyme that couples the oxidation of NADH to the reduction of quinones while simultaneously translocating sodium ions across the membrane.
NqrD specifically contributes to the membrane-embedded portion of the Na(+)-NQR complex and is characterized by its transmembrane nature. The complete protein in S. putrefaciens (strain CN-32 / ATCC BAA-453) consists of 210 amino acids with a UniProt accession number of A4Y3Y9 . The protein is part of an electron transport system that allows S. putrefaciens to utilize various electron acceptors, contributing to its metabolic versatility.
NqrD from Shewanella putrefaciens has the following structural characteristics:
Complete amino acid sequence: MSDAKELKQVLTGPIVNNNPIALQILGVCSALAVTSKLETALVMALALTAVTAFSNLFISLIRNHIPSSVRIIVQMTIIASLVIVVDQLLQAYAYQISKQLSVFVGLIITNCIVMGRAEAYAMKTPPMMSFMDGIGNGLGYGVILLAVGFVRELFGNGSLFGVQILHKISEGGWYQPNGMLLLPPSAFFLIGILIWIIRTYKPEQVEAKG
Predominantly hydrophobic transmembrane protein with multiple transmembrane domains
Belongs to the NqrD/RnfD family of proteins
Contains conserved domains essential for sodium ion translocation
Functions within the Na(+)-NQR complex, interacting with other subunits (NqrA, NqrB, NqrC, NqrE, and NqrF)
The functional NqrD protein embeds within the bacterial membrane, where it participates in creating a sodium ion channel for translocation coupled to electron transport.
The NqrD subunit works as part of the complete Na(+)-NQR complex to transfer electrons from NADH to quinones. While not directly involved in NADH binding or oxidation, NqrD plays a crucial role in the electron transfer pathway and sodium translocation mechanism.
In Shewanella species, electron transfer systems are particularly important due to their diverse respiratory capabilities. Research suggests that Na(+)-NQR complex functions in coordination with other electron transfer systems. For example, in S. oneidensis MR-1, deletion of all four NADH dehydrogenases (NDHs) still permits growth under fumarate-respiring conditions when utilizing N-acetylglucosamine, indicating the presence of alternative electron transport pathways .
The NqrD subunit contributes to this versatility by participating in a system that allows the bacterium to couple NADH oxidation with Na+ translocation, providing energy conservation through the generated sodium motive force.
For research applications requiring recombinant NqrD from Shewanella putrefaciens, several expression systems have been utilized successfully:
When expressing NqrD, researchers should consider:
Using low temperature induction (16-20°C) to improve proper folding
Including membrane-mimicking detergents in purification buffers
Utilizing fusion tags that enhance solubility while allowing for native function post-cleavage
Storage in Tris-based buffer with 50% glycerol is recommended for stability
Quantifying the activity of the Na(+)-NQR complex requires specialized assays that can measure both electron transfer and sodium translocation:
Electron Transfer Activity Assays:
NADH oxidation assay: Monitor the decrease in absorbance at 340 nm as NADH is oxidized
Quinone reduction assay: Measure the reduction of ubiquinone analogues (e.g., Q1 or decylubiquinone)
Dye-coupled assays: Using electron acceptors like DCPIP (2,6-dichlorophenolindophenol)
Sodium Translocation Assays:
Sodium-sensitive fluorescent probes (e.g., SBFI)
22Na+ uptake experiments with reconstituted proteoliposomes
pH changes associated with Na+ movement
For reliable quantification, it's essential to purify the intact Na(+)-NQR complex or reconstitute the complex from purified subunits. Single subunits like NqrD typically don't show activity in isolation but must be assembled with other components of the complex.
Based on studies with related bacterial Na(+)-NQR complexes, activity is typically measured in proteoliposomes or membrane vesicles where proper orientation and membrane environment can be maintained.
The Na(+)-NQR complex operates as part of a sophisticated network of electron transport systems in Shewanella species. Research has revealed several important relationships:
Complementary function with NADH dehydrogenases: In S. oneidensis MR-1, studies have shown that deletion of all four NADH dehydrogenases still permits anaerobic growth on N-acetylglucosamine with fumarate as electron acceptor. This indicates redundancy in electron transfer pathways .
Interaction with d-lactate metabolism: The LdhA-Dld system (d-lactate dehydrogenase) serves as a bypass of NADH dehydrogenases in electron transfer, suggesting a relationship between Na(+)-NQR and alternative electron transfer pathways .
Role in maintaining redox balance: Na(+)-NQR likely contributes to maintaining appropriate NADH/NAD+ ratios, which affects various cellular processes in bacteria. This is particularly important under electron acceptor-limited conditions .
Contribution to extracellular electron transfer: Shewanella species are known for their ability to transfer electrons to external acceptors, including metals and electrodes. The Na(+)-NQR complex may indirectly support these processes by managing intracellular redox balance.
This complex interplay among electron transport systems provides Shewanella species with remarkable metabolic flexibility, allowing them to thrive in diverse environments with varying electron acceptors.
The Na(+)-NQR complex plays a significant role in the potential applications of Shewanella species in bioelectrochemical systems (BESs), though this connection is often overlooked in research:
Energy conservation and electron flow management: The Na(+)-NQR complex contributes to cellular energy conservation through coupling NADH oxidation with Na+ translocation. This energy management is crucial for optimal performance in BESs.
Redox balance maintenance: Proper functioning of electron transfer systems, including Na(+)-NQR, helps maintain appropriate redox balance in the cell. Genome-scale metabolic models of S. oneidensis MR-1 have identified numerous metabolic engineering targets to improve electricity production .
Substrate utilization efficiency: The Na(+)-NQR complex may influence how efficiently Shewanella species utilize various carbon sources. Simulation studies suggest that expanding the substrate spectrum of S. oneidensis MR-1 to highly reduced feedstocks, such as glucose and glycerol, would be beneficial for electron generation in microbial fuel cells .
Potential engineering target: While not directly identified in the genome-scale metabolic model iLJ1162, the Na(+)-NQR complex interacts with pathways that have been identified as engineering targets, such as those involving NADH regeneration, the serine cycle, and the pentose phosphate pathway .
Understanding and potentially engineering the Na(+)-NQR complex could contribute to improving electron generation rates in BESs, addressing a critical bottleneck in their industrial application.
Recent advances in genetic tools for Shewanella species have expanded the options for studying and modifying NqrD:
Prophage-mediated genome engineering (recombineering): A λ Red Beta homolog from Shewanella sp. W3-18-1 has been utilized for precise genome editing. This system allows for markerless mutations with approximately 5% recombination efficiency among total cells .
Electroporation-based transformation: A robust electroporation method has been developed for S. oneidensis with efficiency of approximately 4.0 × 10^6 transformants/μg DNA. This method maintains high transformation efficiency even when cells are frozen for long-term storage .
Site-directed mutagenesis strategies: For studying specific amino acid residues in NqrD, site-directed mutagenesis using single-strand DNA oligonucleotides has been demonstrated in Shewanella species .
Expression vector systems: Various expression vectors compatible with Shewanella species have been developed, allowing for controlled expression of native or modified NqrD.
| Approach | Efficiency | Advantages | Limitations | Best Application |
|---|---|---|---|---|
| Recombineering with λ Red Beta homolog | ~5% | Markerless mutations, precise editing | Requires specialized strains | Site-directed mutagenesis |
| Conjugation with suicide vectors | Variable | Well-established method | Requires antibiotic markers | Gene knockouts |
| Electroporation of plasmids | ~4×10^6 CFU/μg | High efficiency, simple protocol | Limited by plasmid size | Expression studies |
| CRISPR-Cas9 systems | Emerging | Highly specific, multiplex capability | Still being optimized for Shewanella | Complex genomic modifications |
These approaches enable researchers to create NqrD variants, study structure-function relationships, and potentially engineer enhanced versions for biotechnological applications.
Purifying membrane proteins like NqrD presents unique challenges that require specialized approaches:
French press or sonication in buffer containing protease inhibitors
Differential centrifugation to isolate membrane fractions (typically 100,000×g ultracentrifugation)
Washing of membrane pellets to remove peripheral proteins
Selection of appropriate detergents: n-dodecyl-β-D-maltoside (DDM), digitonin, or CHAPS at concentrations just above their critical micelle concentration
Incubation with gentle agitation (4°C, 1-2 hours)
Removal of insoluble material by ultracentrifugation
Immobilized metal affinity chromatography (IMAC) for His-tagged NqrD
Careful selection of imidazole concentrations to minimize non-specific binding while maximizing yield
Optional secondary affinity step (e.g., anti-FLAG, Strep-tag) for higher purity
Final purification step to separate aggregates and ensure homogeneity
Buffer typically containing low detergent concentration to maintain solubility
Storage Conditions:
For extended storage, -80°C is preferable
Avoid repeated freeze-thaw cycles
Quality Control Measures:
SDS-PAGE with Coomassie staining and western blotting
Mass spectrometry to confirm identity and integrity
Circular dichroism to assess secondary structure
Understanding the interactions between NqrD and other subunits of the Na(+)-NQR complex requires a combination of biochemical, biophysical, and structural approaches:
Co-immunoprecipitation and Pull-down Assays:
Using tagged versions of NqrD to identify interacting partners
Crosslinking approaches to stabilize transient interactions
Quantitative analysis of binding affinities using surface plasmon resonance (SPR)
Reconstitution Studies:
Stepwise reconstitution of the Na(+)-NQR complex from purified components
Functional assays to determine the minimum components required for activity
Proteoliposome reconstitution to study functionality in a membrane environment
Structural Biology Approaches:
Cryo-electron microscopy of the intact complex
X-ray crystallography of subcomplexes
Nuclear magnetic resonance (NMR) for dynamic studies of smaller components
Computational Methods:
Molecular docking to predict interaction interfaces
Molecular dynamics simulations to study conformational changes
Sequence conservation analysis to identify critical interaction motifs
Mutagenesis Studies:
Alanine scanning of potential interaction interfaces
Charge reversal mutations to disrupt salt bridges
Creation of chimeric proteins to map interaction domains
The combination of these approaches provides a comprehensive understanding of how NqrD integrates into the functional Na(+)-NQR complex and contributes to its electron transfer and ion translocation activities.
Measuring Na+ translocation by the Na(+)-NQR complex requires sophisticated techniques to detect ion movements across membranes. The following methodologies are recommended:
1. Fluorescent Probe-Based Measurements:
Sodium-sensitive fluorescent indicators (e.g., SBFI, CoroNa Green)
Monitoring fluorescence changes in response to Na+ concentration shifts
Can be performed with intact cells, membrane vesicles, or reconstituted proteoliposomes
2. Radioisotope Flux Measurements:
Using 22Na+ to directly track sodium ion movement
Time-course measurements of uptake or efflux
Requires careful controls to account for passive diffusion
3. Electrophysiological Approaches:
Solid-supported membrane (SSM)-based electrophysiology
Patch-clamp techniques adapted for bacterial systems
Direct measurement of electrical currents associated with Na+ movement
4. pH Monitoring Methods:
Measuring pH changes coupled to Na+ movement (using pH-sensitive dyes)
Particularly useful when Na+ translocation is coupled to proton movements
5. Reconstitution Systems:
Purified Na(+)-NQR complex reconstituted into proteoliposomes
Control over internal and external buffer composition
Ability to establish defined gradients and potentials
Experimental Design Considerations:
Include ionophore controls (e.g., monensin) to dissipate Na+ gradients
Vary NADH concentrations to establish dose-response relationships
Test pH dependence to characterize optimum conditions for activity
Include inhibitors (e.g., HQNO, 2-n-heptyl-4-hydroxyquinoline N-oxide) to confirm specificity
These approaches provide complementary information about the Na+ translocation activity, allowing researchers to fully characterize this critical function of the Na(+)-NQR complex.
Characterizing the electron transfer pathway within the Na(+)-NQR complex presents several technical challenges, but innovative solutions have been developed:
Challenges:
Complex membrane protein nature: The Na(+)-NQR complex consists of multiple membrane-spanning subunits that are difficult to express and purify while maintaining native structure.
Multiple cofactors: The complex contains various redox cofactors (FMN, FAD, FeS centers, riboflavin) with overlapping spectral properties.
Rapid electron transfer: The electron transfers occur on timescales that are difficult to resolve with conventional techniques.
Conformational changes: Electron transfer may be coupled to conformational changes that affect the pathway.
Solutions and Methodologies:
Advanced Spectroscopy:
Stopped-flow spectroscopy to capture transient intermediates
Electron paramagnetic resonance (EPR) to characterize paramagnetic centers
Resonance Raman spectroscopy to examine cofactor environments
Site-Directed Mutagenesis:
Systematic modification of potential electron transfer residues
Creation of variants with altered redox properties
Introduction of spectroscopic probes at specific positions
Time-Resolved Techniques:
Ultrafast laser spectroscopy to monitor electron transfer in real time
Freeze-quench methods to trap intermediates for analysis
Structural Studies Combined with Functional Assays:
Correlation of structural data with kinetic measurements
Computational modeling of electron tunneling pathways
QM/MM (quantum mechanics/molecular mechanics) approaches to calculate electron transfer rates
Cofactor Manipulation:
Reconstitution with modified or isotopically labeled cofactors
Extraction and replacement of native cofactors
Introduction of artificial electron donors/acceptors
By combining these approaches, researchers can develop a comprehensive understanding of the electron transfer pathway within the Na(+)-NQR complex, including the specific role of the NqrD subunit in this process.
The Na(+)-NQR complex plays a significant role in Shewanella's remarkable environmental adaptability:
Energy conservation under various conditions: By coupling NADH oxidation to Na+ translocation, the Na(+)-NQR complex provides an energy conservation mechanism that functions effectively under various environmental conditions, including those with limited oxygen availability.
Support for respiratory flexibility: Shewanella species are known for their ability to utilize a diverse array of electron acceptors. The Na(+)-NQR complex contributes to the electron transport network that enables this respiratory flexibility, particularly under anaerobic conditions.
Adaptation to marine environments: Many Shewanella species inhabit marine environments where Na+ concentrations are high. The Na(+)-NQR complex allows these bacteria to exploit this abundant ion for bioenergetic purposes.
Role in redox balance maintenance: The Na(+)-NQR complex contributes to maintaining appropriate NADH/NAD+ ratios under varying environmental conditions, which affects numerous cellular processes in bacteria .
Support for alternative carbon source utilization: While Shewanella species are known to preferentially utilize low-molecular-weight organic acids like lactate, they can also metabolize other carbon sources, including N-acetylglucosamine (NAG), a major component of chitin that is abundant in natural environments . The Na(+)-NQR complex may contribute to the electron transfer processes required for metabolizing these alternative carbon sources.
This metabolic versatility, supported in part by the Na(+)-NQR complex, allows Shewanella species to colonize diverse ecological niches and adapt to changing environmental conditions.
The Na(+)-NQR complex represents a potential target for developing antibacterial strategies against Shewanella infections:
Increasing clinical significance: Shewanella species are emerging pathogens that can cause severe hepatobiliary, skin and soft tissue, gastrointestinal, and respiratory infections, as well as bacteremia . A large case series of 128 patients with Shewanella infections identified hepatobiliary diseases (63.3%), malignancy (26.6%), chronic kidney disease (25.8%), and diabetes mellitus (22.7%) as common underlying conditions .
Unique bacterial target: The Na(+)-NQR complex is found in various bacteria but is absent in mammalian cells, making it a potentially selective target for antibacterial development.
Essential metabolic function: Inhibition of the Na(+)-NQR complex could disrupt bacterial energy metabolism, particularly under conditions where this complex plays a significant bioenergetic role.
Known inhibitors as starting points: Several compounds, including 2-n-heptyl-4-hydroxyquinoline N-oxide (HQNO) and korormicin, are known to inhibit Na(+)-NQR complexes in various bacteria and could serve as starting points for drug development.
Consideration of resistance patterns: Shewanella species display variable susceptibility to common antibiotics. S. algae and S. putrefaciens isolates are generally susceptible to ceftazidime (98.7%), gentamicin (97.4%), and cefoperazone-sulbactam (93.5%), but only 76.6% of isolates are susceptible to imipenem-cilastatin . Targeting the Na(+)-NQR complex could provide an alternative approach for strains with resistance to conventional antibiotics.
Development of Na(+)-NQR inhibitors would require careful optimization to achieve appropriate selectivity, pharmacokinetics, and safety profiles, but the complex represents a promising target for novel antibacterial strategies.
Genetic engineering of the Na(+)-NQR complex holds promise for enhancing Shewanella's applications in bioelectrochemical systems (BESs):
Recent advances in genetic engineering tools for Shewanella, including electroporation methods with high transformation efficiency (~4.0 × 10^6 transformants/μg DNA) and prophage-mediated genome engineering systems, provide the technical foundation for implementing these engineering strategies .
The Na(+)-NQR complex offers several opportunities for synthetic biology applications involving Shewanella species:
Designer bioenergetic systems: The Na(+)-NQR complex could be engineered to create bacteria with customized bioenergetic properties, such as altered Na+/e- stoichiometry or modified regulatory responses, for specific biotechnological applications.
Biosensors for environmental monitoring: Engineered Shewanella strains with modified Na(+)-NQR complexes could serve as biosensors for environmental parameters, such as sodium concentration or redox conditions.
Platform for studying membrane protein assembly: The multi-subunit nature of the Na(+)-NQR complex makes it a valuable model for studying principles of membrane protein complex assembly, which could inform broader synthetic biology efforts.
Integration with non-native metabolic pathways: Genome-scale metabolic models of S. oneidensis have been used to simulate optimal biosynthetic pathways for platform chemicals in microbial electrosynthesis systems . The Na(+)-NQR complex could be engineered to better interface with these non-native pathways.
Development of minimal respiratory systems: Understanding the essential components and interactions within the Na(+)-NQR complex could contribute to efforts to design minimal, efficient respiratory systems for synthetic biology applications.
Bio-computing elements: The electron transfer and ion translocation functions of the Na(+)-NQR complex could potentially be repurposed as components of biological computing systems, where electron flow represents computational processes.
These applications would benefit from the recently developed genetic tools for Shewanella species, including precise genome editing methods and high-efficiency transformation protocols .