Recombinant Beta-carotene 3-hydroxylase, chloroplastic (CRTZ)

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Description

Introduction to Recombinant Beta-carotene 3-hydroxylase, Chloroplastic (CRTZ)

Recombinant Beta-carotene 3-hydroxylase, chloroplastic (CRTZ), is an enzyme involved in the biosynthesis pathway of carotenoids. It plays a crucial role in converting beta-carotene into zeaxanthin via beta-cryptoxanthin through hydroxylation reactions. This enzyme is significant in both plants and microorganisms for producing various carotenoids, which are essential for photosynthesis and protection against oxidative stress.

Function and Mechanism of CRTZ

CRTZ is a bifunctional enzyme that introduces hydroxyl groups at the 3, 3' positions of the beta-ionone ring of beta-carotene, leading to the formation of zeaxanthin. This process is vital for the synthesis of astaxanthin, a valuable carotenoid used in aquaculture and as a dietary supplement. The enzyme's activity is crucial for the efficient production of astaxanthin in microorganisms like Escherichia coli by ensuring the conversion of intermediates such as canthaxanthin and echinenone into astaxanthin .

Research Findings on CRTZ

Recent studies have explored the optimization of CRTZ activity to enhance carotenoid production. For instance, the use of different CRTZ orthologs from various organisms has shown varying substrate specificities, which can be leveraged to improve astaxanthin yields . Additionally, the construction of fusion enzymes combining CRTZ with other carotenoid biosynthesis enzymes has demonstrated increased efficiency in astaxanthin production compared to using individual enzymes .

Comparison of CRTZ Orthologs

Different CRTZ orthologs exhibit distinct substrate preferences and catalytic efficiencies. For example, CRTZ enzymes from Paracoccus sp. PC1 and Agrobacterium aurantiacum preferentially convert canthaxanthin to astaxanthin, while others may have different specificities . This variability allows researchers to select optimal enzymes for specific carotenoid production pathways.

Data Tables: CRTZ Activity and Carotenoid Production

Enzyme/StrainSubstrateProductYield (mg/L)
CRTZ (Paracoccus sp.)CanthaxanthinAstaxanthinUp to 21.1 mg/L
CRTZ (Agrobacterium aurantiacum)CanthaxanthinAstaxanthinVariable
Can003 (with CRTW)β-CaroteneCanthaxanthin26.6 mg/L
Can004 (with additional CRTW)β-CaroteneCanthaxanthin40.7 mg/L

Product Specs

Form
Lyophilized powder
Note: While we prioritize shipping the format currently in stock, please specify your format preference in order notes for customized preparation.
Lead Time
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Notes
Avoid repeated freeze-thaw cycles. Store working aliquots at 4°C for up to one week.
Reconstitution
Centrifuge the vial briefly before opening to consolidate the contents. Reconstitute the protein in sterile, deionized water to a concentration of 0.1-1.0 mg/mL. For long-term storage, we recommend adding 5-50% glycerol (final concentration) and aliquoting at -20°C/-80°C. Our standard glycerol concentration is 50% and can serve as a guideline.
Shelf Life
Shelf life depends on various factors including storage conditions, buffer components, temperature, and protein stability. Generally, liquid formulations have a 6-month shelf life at -20°C/-80°C, while lyophilized formulations have a 12-month shelf life at -20°C/-80°C.
Storage Condition
Upon receipt, store at -20°C/-80°C. Aliquot to prevent repeated freeze-thaw cycles.
Tag Info
Tag type is determined during manufacturing.
The tag type is determined during production. If you require a specific tag, please inform us; we will prioritize its development.
Synonyms
CRTZ; Beta-carotene 3-hydroxylase, chloroplastic; Fragment
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Expression Region
252-322
Protein Length
Full Length of Mature Protein
Species
Haematococcus lacustris (Green alga) (Haematococcus pluvialis)
Target Names
CRTZ
Target Protein Sequence
HDGLVHRRFPTGPIAGLPYMKRLTVAHQLHHSGKYGGAPWGMFLGPQEL QHIPGAAEEVERLVLELDWSKR
Uniprot No.

Target Background

Function
Recombinant Beta-carotene 3-hydroxylase, chloroplastic (CRTZ) is a non-heme diiron monooxygenase crucial for astaxanthin biosynthesis. It hydroxylates the β-ring of β-carotene and catalyzes the conversion of canthaxanthin to astaxanthin, utilizing ferredoxin as an electron donor.
Database Links

KEGG: ag:AAD54243

Protein Families
Sterol desaturase family
Subcellular Location
Plastid, chloroplast membrane; Multi-pass membrane protein.

Q&A

What is Beta-carotene 3-hydroxylase (CRTZ) and what is its primary function in carotenoid biosynthesis?

Beta-carotene hydroxylase (CRTZ) is a key enzyme in the carotenoid biosynthetic pathway that catalyzes the addition of hydroxyl groups to the β-ionone rings of carotenoids. Specifically, CRTZ performs the hydroxylation at the 3 and 3' positions of β-carotene, converting it to zeaxanthin through β-cryptoxanthin as an intermediate. This enzyme is considered one of the rate-limiting factors in astaxanthin production in biological systems .

The reaction catalyzed by CRTZ involves:

  • Initial hydroxylation: β-carotene → β-cryptoxanthin

  • Second hydroxylation: β-cryptoxanthin → zeaxanthin

In chloroplastic environments, CRTZ plays a crucial role in xanthophyll cycle regulation, which helps protect photosystems from photoinhibition under high light stress conditions.

What expression systems are most effective for producing recombinant CRTZ?

Several expression systems have been validated for recombinant CRTZ production, each with specific advantages:

Bacterial Expression Systems:

  • Escherichia coli: Most commonly used due to rapid growth, high expression levels, and well-established protocols. In complementation analysis studies, E. coli has been successfully used to express various bacterial CRTZ genes, such as those from Brevundimonas sp. SD212, Paracoccus sp. PC1, and Pantoea ananatis .

Plant Expression Systems:

  • Nicotiana benthamiana: Effective for transient expression studies of CRTZ. This system has been used to test CRTZ activity in plant environments, particularly when evaluating fusion proteins .

Methodological considerations include:

  • Codon optimization for the target expression system

  • Selection of appropriate promoters (e.g., T7 for E. coli or CaMV 35S for plants)

  • Addition of appropriate targeting sequences for chloroplastic localization in plant systems

  • Use of dual-expression vectors (like pETDuet-1) when co-expressing CRTZ with other pathway enzymes

How can CRTZ activity be accurately measured in experimental settings?

CRTZ activity can be measured through several complementary approaches:

Chromatographic Analysis:

  • HPLC analysis of carotenoid extracts is the gold standard. Samples should be extracted with organic solvents (typically acetone/hexane mixtures) and analyzed using a C18 or C30 reverse-phase column.

  • Absorbance detection at 450-480 nm allows for identification of specific carotenoids.

  • Mass spectrometry can be coupled to confirm the identity of hydroxylated products.

In vivo Color Complementation Assays:
This method uses the visible phenotype of carotenoid-producing E. coli to assess CRTZ activity:

  • Transform E. coli with plasmids carrying the CRTZ gene along with other carotenoid pathway genes.

  • Culture cells under standardized conditions.

  • Assess colony color and extract carotenoids for quantitative analysis .

Activity Calculation:
The conversion efficiency can be calculated as:

Conversion efficiency (%)=Amount of hydroxylated productsTotal carotenoids×100\text{Conversion efficiency (\%)} = \frac{\text{Amount of hydroxylated products}}{\text{Total carotenoids}} \times 100

What strategies exist for creating functional CRTZ-CRTW fusion proteins to enhance astaxanthin biosynthesis?

Fusion protein engineering represents an advanced approach to channel intermediates between sequential enzymatic reactions. When designing CRTZ-CRTW fusion proteins for astaxanthin production, several key methodological considerations emerge:

Orientation Considerations:
Research demonstrates that orientation is critical for fusion protein functionality. When CRTZ is positioned as the N-terminal module followed by CRTW, the fusion retains both catalytic activities. The reverse orientation (CRTW-CRTZ) shows diminished functionality .

Linker Design:
Flexible linkers of varying lengths have been employed to optimize fusion protein performance:

  • Small linkers (s): typically 5-10 amino acids

  • Medium linkers (m): 10-20 amino acids

  • Long linkers (lg): >20 amino acids

The general composition follows the (GGGGS)n pattern, where n determines the length .

Experimental Validation Protocol:

  • Construct fusion genes using PCR-based methods with specific primers containing linker sequences

  • Clone constructs into expression vectors (e.g., pETDuet-1)

  • Transform into a β-carotene-producing E. coli strain

  • Extract and analyze carotenoid profiles using HPLC

  • Compare astaxanthin yields between fusion proteins and co-expressed individual enzymes

Research findings indicate that properly designed CRTZ-CRTW fusions can increase astaxanthin production by approximately 1.4-fold compared to individual enzymes expressed separately .

How do CRTZ enzymes from different bacterial sources compare in terms of catalytic efficiency?

Comparative analysis of CRTZ enzymes from various bacterial sources reveals significant differences in catalytic properties:

Table 1: Comparison of β-Carotene Hydroxylase (CRTZ) from Different Bacterial Sources

Bacterial SourceZeaxanthin Conversion EfficiencyAstaxanthin Production EfficiencyNotable Characteristics
Brevundimonas sp. SD212HighHighestMost efficient for astaxanthin production
Paracoccus sp. PC1HighModerateFormerly known as Alcaligenes sp. PC-1
Paracoccus sp. N81106ModerateModerateFormerly known as Agrobacterium aurantiacum
Pantoea ananatisModerateLow-moderateFormerly known as Erwinia uredovora 20D3
Marine bacterium P99-3ModerateLow-moderateLess characterized than other sources

Methodological Approach for Comparison:

  • Express each CRTZ variant in a standardized E. coli system containing plasmids for canthaxanthin synthesis (pAC-Cantha) and β-carotene production (pACCAR16ΔcrtX)

  • Culture under identical conditions (typically 20-25°C, 48-72 hours)

  • Extract carotenoids using acetone/methanol extraction

  • Analyze via HPLC with photodiode array detection

  • Calculate relative conversion efficiencies for each intermediate

Research indicates that while there was no significant difference in conversion efficiency from β-carotene to zeaxanthin among the different CRTZ enzymes, the Brevundimonas sp. SD212 CRTZ demonstrated superior performance in astaxanthin production, suggesting differential activity toward later intermediates in the pathway .

What experimental approaches can resolve contradictions in CRTZ activity data?

When confronting contradictory experimental results in CRTZ research, systematic troubleshooting methods should be employed:

TRIZ Contradiction Resolution Framework:
The Theory of Inventive Problem Solving (TRIZ) provides a structured approach for resolving experimental contradictions. TRIZ identifies two primary types of contradictions :

  • Technical Contradictions: When improving one parameter causes deterioration in another
    Example: Higher CRTZ expression levels increase enzyme quantity but may lead to inclusion body formation, reducing functional enzyme

  • Physical Contradictions: When a system needs to have opposing properties simultaneously
    Example: CRTZ requires both hydrophobic domains for membrane integration and hydrophilic domains for catalytic activity

Methodological Approach to Resolve Contradictions:

  • Clearly define the contradiction (technical or physical)

  • Map the contradiction to established resolution principles

  • Design experiments that implement the selected principle(s)

  • Verify resolution through controlled experiments

Common CRTZ Research Contradictions and Solutions:

Contradiction TypeExample in CRTZ ResearchResolution ApproachExperimental Method
TechnicalHigh expression vs. functional foldingSegmentation principleExpress enzyme in multiple domains/fragments
PhysicalNeed for both membrane association and solubilitySystem transitionCreate fusion proteins with solubility tags
TechnicalHigh activity vs. stabilityPreliminary actionPre-incubate with stabilizing agents before activity assays
PhysicalNeed for both bacterial and plant optimizationParameter changeTest codon optimization for both systems

When resolving conflicting data from different laboratories, standardization of experimental conditions is essential—particularly regarding temperature, pH, substrate concentration, and extraction methods .

What are the key considerations when targeting recombinant CRTZ to chloroplasts in transgenic plant systems?

Targeting recombinant CRTZ to chloroplasts in plant systems requires careful design considerations:

Chloroplast Targeting Elements:

  • Transit peptide selection: Native transit peptides from plant carotenoid enzymes (e.g., from Arabidopsis thaliana or the host plant) provide efficient targeting

  • Optimization of the transit peptide-enzyme junction to ensure proper cleavage

  • Codon optimization for chloroplast expression

Integration Strategies:

  • Nuclear transformation with chloroplast targeting

  • Direct chloroplast transformation

    • Requires specialized vectors with homologous recombination regions

    • Provides higher expression levels due to polyploidy of chloroplast genome

    • Eliminates concerns about nuclear positional effects

Experimental Validation Protocol:

  • Confocal microscopy with fluorescent protein fusions to confirm chloroplast localization

  • Western blotting of isolated chloroplast fractions to verify protein size (transit peptide cleavage)

  • Activity assays with isolated chloroplasts to confirm functionality in the target compartment

  • Carotenoid profile analysis to measure in vivo activity

Challenges and Solutions:

ChallengeMethodological Solution
Improper transit peptide cleavageTest multiple transit peptides; optimize junction sequences
Poor solubility in chloroplast stromaEngineer solubility tags or remove hydrophobic domains
Competition with native carotenoid pathwaysUse tissue-specific or inducible promoters
Post-translational regulationMutagenize regulatory sites (e.g., phosphorylation sites)

Successful chloroplast targeting can significantly enhance carotenoid production by localizing the enzyme to the site of substrate synthesis .

How can transient expression systems be optimized for CRTZ functional studies?

Transient expression systems, particularly in Nicotiana benthamiana, offer rapid assessment of CRTZ functionality without the time investment of stable transformation:

Optimization Protocol:

  • Vector Selection: Utilize binary vectors with strong promoters (e.g., CaMV 35S or ubiquitin promoters)

  • Agrobacterium Preparation:

    • Culture Agrobacterium tumefaciens strain GV3101 or similar to OD600 of 0.5-0.8

    • Resuspend in infiltration buffer (10 mM MES, 10 mM MgCl2, 100 μM acetosyringone, pH 5.6)

    • Incubate for 2-3 hours at room temperature before infiltration

  • Co-infiltration Strategy:

    • For pathway reconstruction, co-infiltrate multiple Agrobacterium strains carrying different pathway genes

    • Adjust strain ratios based on preliminary experiments (typically 1:1 for each construct)

  • Post-Infiltration Conditions:

    • Maintain plants at 22-24°C with 16h light/8h dark photoperiod

    • Optimal sampling time: 3-7 days post-infiltration

  • Analysis Methods:

    • Extract carotenoids from leaf discs using acetone/hexane mixtures

    • Analyze via HPLC-PDA or LC-MS

    • Perform protein expression analysis via Western blotting

Key Findings from Transient Expression Studies:
In transient expression systems, CRTZ-CRTW fusion enzymes accumulated similar levels of astaxanthin compared to individual enzymes but showed reduced intermediate levels (e.g., phoenicoxanthin, canthaxanthin, and 3-OH-echinenone). Importantly, the fusion approach reduced leaf senescence after transformation, indicating reduced stress from accumulating heterologous ketocarotenoid intermediates .

What analytical methods provide the most accurate quantification of CRTZ-mediated carotenoid conversions?

Precise quantification of carotenoid intermediates is essential for evaluating CRTZ activity:

State-of-the-Art Analytical Methods:

  • HPLC-PDA (High-Performance Liquid Chromatography with Photodiode Array Detection):

    • Stationary phase: C30 columns provide superior separation of carotenoid isomers

    • Mobile phase: Typically gradient of methanol/MTBE/water

    • Detection: 450-480 nm for most carotenoids

    • Quantification: Using calibration curves with authenticated standards

  • UHPLC-MS/MS (Ultra-High Performance Liquid Chromatography-Tandem Mass Spectrometry):

    • Provides both structural confirmation and quantification

    • Ionization: Atmospheric pressure chemical ionization (APCI) or electrospray ionization (ESI)

    • Multiple reaction monitoring (MRM) for highly specific detection

    • Allows for identification of novel or unexpected intermediates

  • NMR Spectroscopy for Structural Confirmation:

    • Provides definitive structural information for new intermediates

    • Requires larger amounts of purified material

    • 1H, 13C, and 2D experiments for complete structural elucidation

Sample Preparation Protocol:

  • Harvest biological material (bacterial cells or plant tissue)

  • Add internal standard (e.g., β-apo-8'-carotenal)

  • Extract with acetone (3×), pool extracts

  • Partition with petroleum ether/diethyl ether (9:1)

  • Dry organic phase under nitrogen

  • Resuspend in injection solvent (typically methanol/MTBE)

Quantification Equation:
Ccarotenoid=Acarotenoid×CIS×RFAISC_{\text{carotenoid}} = \frac{A_{\text{carotenoid}} \times C_{\text{IS}} \times RF}{A_{\text{IS}}}

Where:

  • C_carotenoid = Concentration of the carotenoid

  • A_carotenoid = Peak area of the carotenoid

  • C_IS = Concentration of internal standard

  • A_IS = Peak area of internal standard

  • RF = Response factor

How do mutations in critical residues affect CRTZ enzyme kinetics and substrate specificity?

Site-directed mutagenesis studies have provided valuable insights into CRTZ structure-function relationships:

Key Residues in CRTZ:

  • Histidine-coordinated iron binding sites: Essential for enzyme activity as CRTZ is a non-heme iron-dependent hydroxylase

  • Substrate binding pocket residues: Determine specificity for different carotenoid substrates

  • Membrane-spanning domains: Influence protein localization and substrate accessibility

Mutagenesis Protocol:

  • Identify conserved residues through multiple sequence alignment of CRTZ enzymes

  • Design primers containing desired mutations

  • Perform site-directed mutagenesis using established protocols (e.g., QuikChange method)

  • Express wild-type and mutant enzymes under identical conditions

  • Purify enzymes and perform in vitro activity assays or express in a carotenoid-producing system

  • Analyze products via HPLC or LC-MS

Enzyme Kinetics Analysis:
For purified CRTZ variants, determine:

  • Km (substrate affinity)

  • kcat (catalytic rate constant)

  • kcat/Km (catalytic efficiency)

These parameters should be determined for multiple substrates to assess changes in specificity.

Outcomes of Mutagenesis Studies:
Mutations in conserved histidine residues typically abolish activity entirely, while mutations in the substrate binding pocket can alter the ratio of mono- to di-hydroxylated products or change the preference for different carotenoid backbones.

What strategies exist for coordinating CRTZ activity with other carotenoid biosynthetic enzymes?

Coordinating CRTZ activity with other enzymes in the carotenoid pathway requires careful consideration of expression levels, localization, and metabolic flux:

Metabolic Engineering Approaches:

  • Operon-based Expression Systems (for prokaryotes):

    • Design operons with appropriate spacing between genes

    • Fine-tune expression using promoters of different strengths

    • Optimize ribosome binding sites for balanced translation

  • Polycistronic Vectors (for eukaryotes):

    • Use internal ribosome entry sites (IRES) or 2A peptide sequences

    • Balance expression through selection of appropriate regulatory elements

    • Consider chromatin effects on transgene expression

  • Protein Fusion Strategies:

    • Create fusions between sequential enzymes (e.g., CRTZ-CRTW)

    • Test different linker lengths and compositions

    • Determine optimal orientation (N-terminal vs. C-terminal fusions)

Research has demonstrated that fusion of CRTZ and CRTW enzymes can increase astaxanthin production by approximately 1.4-fold compared to individual enzyme expression, but only when CRTZ is positioned at the N-terminus of the fusion protein .

Table 2: Comparison of CRTZ-CRTW Fusion Constructs

ConstructOrientationLinker SizeAstaxanthin ProductionIntermediate Accumulation
pZ-s-WCRTZ-CRTWSmallEnhancedReduced
pZ-m-WCRTZ-CRTWMediumEnhancedReduced
pZ-lg-WCRTZ-CRTWLongEnhancedReduced
pW-s-ZCRTW-CRTZSmallPoorHigh
pW-m-ZCRTW-CRTZMediumPoorHigh
pW-lg-ZCRTW-CRTZLongPoorHigh
pZ+WCo-expressedNoneModerateModerate

How can mathematical modeling be applied to optimize CRTZ performance in multi-enzyme systems?

Mathematical modeling provides a powerful approach to understand and optimize complex multi-enzyme systems involving CRTZ:

Modeling Frameworks:

  • Kinetic Models:

    • Ordinary differential equations (ODEs) describing concentration changes over time

    • Incorporate enzyme kinetic parameters (Km, kcat, Ki)

    • Account for substrate competition and product inhibition

  • Flux Balance Analysis (FBA):

    • Steady-state model based on stoichiometric relationships

    • Objective function typically maximizes target compound production

    • Constraints include mass balance and physiological limitations

  • Dynamic Flux Balance Analysis (dFBA):

    • Combines kinetic and steady-state modeling approaches

    • Allows prediction of time-course behaviors

    • Particularly useful for systems with changing conditions

Modeling Process:

  • Assemble known kinetic parameters from literature or experimental determination

  • Construct model structure based on pathway topology

  • Calibrate model against experimental data

  • Perform sensitivity analysis to identify rate-limiting steps

  • Simulate perturbations (e.g., enzyme level changes, substrate availability)

  • Validate predictions experimentally

Example Model Equations:
For a simplified carotenoid pathway:

d[BC]dt=vsynvCRTZ1\frac{d[BC]}{dt} = v_{syn} - v_{CRTZ1}
d[BCH]dt=vCRTZ1vCRTZ2\frac{d[BCH]}{dt} = v_{CRTZ1} - v_{CRTZ2}
d[ZEA]dt=vCRTZ2vCRTW1\frac{d[ZEA]}{dt} = v_{CRTZ2} - v_{CRTW1}

Where:

  • BC = β-carotene

  • BCH = β-cryptoxanthin

  • ZEA = zeaxanthin

  • v_syn = rate of β-carotene synthesis

  • v_CRTZ1 = rate of first hydroxylation by CRTZ

  • v_CRTZ2 = rate of second hydroxylation by CRTZ

  • v_CRTW1 = rate of ketolation by CRTW

Each rate expression would be defined using appropriate enzyme kinetic equations (e.g., Michaelis-Menten or more complex models).

What emerging technologies will advance CRTZ research and applications?

Several cutting-edge technologies are poised to revolutionize CRTZ research:

CRISPR-Cas9 for Precise Genomic Integration:

  • Direct modification of native carotenoid pathways

  • Multiplex editing to simultaneously modify multiple pathway enzymes

  • Precise control over integration sites to avoid position effects

Artificial Intelligence for Enzyme Design:

  • Machine learning approaches to predict mutations that enhance CRTZ activity

  • Neural networks trained on enzyme structure-function relationships

  • In silico screening of thousands of potential variants

Single-Cell Technologies:

  • Droplet microfluidics for high-throughput screening of CRTZ variants

  • Single-cell metabolomics to assess carotenoid profiles in individual cells

  • Flow cytometry-based sorting of high-producing variants

Systems Biology Approaches:

  • Multi-omics integration (transcriptomics, proteomics, metabolomics)

  • Whole-cell modeling of carotenoid biosynthesis

  • Identification of non-obvious regulatory interactions

These technologies will enable more precise, efficient, and comprehensive studies of CRTZ function and optimization.

How can contradictions in CRTZ research be resolved using TRIZ methodology?

TRIZ (Theory of Inventive Problem Solving) methodology offers systematic approaches to resolve contradictions in scientific research:

Applying TRIZ to CRTZ Research Challenges:

TRIZ recognizes two main types of contradictions :

  • Technical contradictions: When improving one parameter makes another parameter worse

  • Physical contradictions: When something needs to have opposing properties simultaneously

Table 3: Application of TRIZ Principles to CRTZ Research Contradictions

ContradictionTypeTRIZ PrincipleApplication to CRTZ Research
High expression vs. solubilityTechnicalLocal qualityUse solubility tags or directed evolution for solubility
Membrane association vs. accessibilityPhysicalSeparation in spaceDesign chimeric enzymes with distinct domains
High activity vs. stabilityTechnicalPreliminary actionStabilize enzyme before activity measurement
Bacterial vs. plant optimizationPhysicalUniversalityDesign enzyme variants that function in multiple hosts

Converting Technical to Physical Contradictions:
Not all technical contradictions can be converted to physical contradictions. The conversion is possible when the technical contradiction can be reformulated as a requirement for a single parameter to have opposing states . For example:

Technical contradiction: "Increasing CRTZ expression improves product yield but reduces cell growth"
Converted to physical contradiction: "CRTZ expression needs to be high (to produce more product) and low (to maintain cell growth)"

This conversion allows application of powerful TRIZ separation principles:

  • Separation in time (e.g., inducible expression systems)

  • Separation in space (e.g., compartmentalization)

  • Separation between parts and whole (e.g., cell-free systems)

  • Separation upon conditions (e.g., conditional activity)

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