AI-Guided Discovery of High-Yield Variants
Using AI-guided metagenomic analysis and deep learning sequence mining to discover naturally high-performing PHA Synthase starting points.
Polyhydroxyalkanoates (PHA) are biodegradable and biocompatible polyesters synthesized by microorganisms, positioning them as a promising, eco-friendly alternative to conventional petroleum-based plastics. The core enzyme for their biosynthesis is PHA Synthase (PhaC). However, the commercial viability of PHA is hampered by key technical challenges: low conversion yield from cheap carbon sources (e.g., typically below 60%), high production costs (approx. $8-10/kg), and a lack of precise control over the polymer's molecular weight, chain length, and monomer composition.
Our specialized enzyme optimization services are focused on creating PHA Synthase variants with superior efficiency and controllability. Our core objectives include: enhancing enzyme affinity toward low-cost feedstocks; improving the overall bioconversion yield; and achieving precise control over the resulting polymer's physical properties for targeted applications. Consult with our experts to design a customized strategy that accelerates the sustainable, cost-effective production of next-generation bioplastics.
Get a QuoteThe large-scale and cost-effective production of PHA bioplastics is limited by the following technical barriers in the enzyme:
Our engineering platforms are dedicated to resolving these complex yield, cost, and polymer control challenges.
We apply integrated protein engineering strategies to enhance your target PHA Synthase (PhaC):
Enhanced Substrate Specificity
Using Directed Evolution to increase the enzyme's affinity and specificity for low-cost and unconventional feedstocks (e.g., waste glycerol, short-chain fatty acids).
Increased Conversion Yield
Optimizing catalytic efficiency and turnover rate (kcat) to maximize the conversion of intracellular monomer precursors into the final PHA polymer, improving overall yield.
Precise Polymer Composition Control
Implementing Rational Design of the active site to precisely influence the ratio of different monomers incorporated, tailoring the final polymer's properties (e.g., flexibility, melt temperature).
Enhanced Thermal and Chemical Stability
Maximizing the enzyme's thermal stability to withstand high fermentation temperatures and ensuring long-term activity under varying process conditions.
Our experts are ready to apply these integrated capabilities to achieve next-generation PHA Synthases with higher yield and customizable polymer products.
We leverage a suite of cutting-edge platforms to deliver highly functional enzyme variants:
AI-Guided Discovery of High-Yield Variants
Using AI-guided metagenomic analysis and deep learning sequence mining to discover naturally high-performing PHA Synthase starting points.
Directed Evolution for Substrate Specificity
We utilize HTS platforms optimized for screening variants with enhanced affinity for target low-cost feedstocks (e.g., waste oil).
Rational Design for Polymer Control
Using structural modeling and rational design to engineer mutations that influence the binding and incorporation of specific monomers, controlling polymer composition.
Polymer Composition and Yield Profiling
We offer full characterization services, including GC-MS or NMR analysis of the resulting PHA polymer to measure composition, molecular weight, and yield.
Integrated Enzyme Production and Scale-Up
Specialized custom production services to achieve high yield and purity of the engineered PhaC, suitable for incorporation into microbial hosts for large-scale bioplastics manufacturing.
Partner with us to harness these platforms for next-generation, cost-effective PHA production performance.
Our enzyme optimization projects follow a flexible, milestone-driven workflow:
Technical communication is maintained throughout the project. We encourage potential clients to initiate a consultation to discuss their specific bioplastic production challenges and explore how our technologies can achieve superior performance and cost efficiency.
We provide comprehensive support, including:
How do you improve the yield from low-cost carbon sources?
We use Directed Evolution combined with cell-based screening to select for PHA Synthase variants that have a higher uptake rate and catalytic efficiency toward the low-cost precursor monomers derived from the feedstock.
What is the main strategy for controlling polymer composition (e.g., copolymer ratios)?
The primary strategy is Rational Design of the enzyme's active site and substrate tunnel. By modifying key residues, we can influence the enzyme's preference and binding affinity for specific types of monomer precursors (e.g., 3-hydroxybutyrate vs. 3-hydroxyhexanoate), achieving precise ratio control.
How do you increase the thermal stability of PHA Synthase?
We employ stability engineering by introducing stabilizing mutations (e.g., enhanced salt bridges or hydrophobic packing) identified through computational modeling to increase the enzyme's melting temperature and half-life at elevated fermentation temperatures.
What methods are used to analyze the synthesized PHA polymer?
We use analytical techniques such as Gas Chromatography–Mass Spectrometry (GC-MS) or Nuclear Magnetic Resonance (NMR) to quantify the monomer composition and Gel Permeation Chromatography (GPC) or Size Exclusion Chromatography (SEC) to determine the molecular weight and distribution of the resulting PHA polymer.