logo
ResearchBunny Logo
Structure- and computational-aided engineering of an oxidase to produce isoeugenol from a lignin-derived compound

Chemistry

Structure- and computational-aided engineering of an oxidase to produce isoeugenol from a lignin-derived compound

Y. Guo, L. Alvigini, et al.

Discover how researchers engineered a bacterial eugenol oxidase to effectively convert lignin-derived 4-n-propylguaiacol into isoeugenol, a sought-after flavor molecule. This exciting study led by Yiming Guo and a team from the University of Groningen and University of Pavia highlights innovative mutations that enhance enzyme stability and activity for scalable production. Dive into the world of biocatalysis!... show more
Introduction

Lignin is an abundant, renewable source of phenolic compounds offering a sustainable alternative to petroleum-derived aromatics, yet its complexity hampers valorization. Reductive catalytic fractionation (RCF) efficiently produces para-substituted phenols, with 4-n-propylguaiacol often a major product. This phenol closely resembles isoeugenol (lacking only an alkene), which is an important flavor/fragrance and precursor for vanillin, fine chemicals, polymers, and epoxy resins. A one-step selective dehydrogenation of 4-n-propylguaiacol to isoeugenol would enable lignin-based production of this valuable molecule. VAO-type flavoproteins act on 4-alkylphenols, but fungal VAO prefers hydroxylation over dehydrogenation and is less suitable for expression and computation. The bacterial eugenol oxidase (EUGO) from Rhodococcus jostii RHA1 is well expressed, dimeric, solvent-tolerant, and structurally characterized, but shows poor activity on 4-alkylphenols (kcat 0.0026 s−1 for 4-ethylphenol; 0.008 s−1 for 4-n-propylguaiacol). The study aims to engineer EUGO to selectively dehydrogenate 4-n-propylguaiacol to isoeugenol with high activity and chemoselectivity while maintaining or improving thermostability.

Literature Review

Background work on VAO-type enzymes has established their mechanisms and product outcomes with 4-alkylphenols, where hydride transfer to FAD forms a p-quinone methide that can either tautomerize to an alkene (dehydrogenation) or be hydroxylated to an alcohol; water accessibility and substrate orientation control selectivity. VAO (fungal) has been extensively studied but is less suitable for E. coli expression and tends toward hydroxylation; VAO is octameric, complicating computation. EUGO (bacterial) is a homolog with covalently bound FAD, good expression, solvent tolerance (up to 10% DMSO), and available crystal structures, but low activity on 4-alkylphenols. Prior studies also reported covalent substrate–flavin adducts in VAO with small alkylphenols that limit turnover. These insights guide redesign of EUGO for improved stability, activity, and dehydrogenation selectivity on 4-n-propylguaiacol.

Methodology
  • Thermostabilization by computation (FRESCO): Starting from EUGO structure (PDB 5FXD; isoeugenol-bound), 9196 allowed single mutants (excluding residues within 5 Å of FAD) were evaluated by FoldX and Rosetta ΔΔG; 496 passing mutants (ΔΔG < −5 kJ/mol) underwent short MD simulations and visual inspection, yielding 72 predicted stabilizing mutations for experimental testing. Expression in 96-well format, purification by Ni-affinity, and Thermofluor assays determined Tm shifts. Activity was checked with vanillyl alcohol to deselect destabilizing/compromising mutations. Five activity-retaining stabilizing mutations were combined iteratively to create EUGO5X, improving Tm by 13.5 °C.
  • Active-site redesign for chemoselectivity: 4-n-propylguaiacol (4PG) was docked into EUGO (PDB 5FXD) using AutoDock Vina. Rosetta Coupled Moves sampled mutations at positions within 5 Å of 4PG (non-catalytic residues; allowed substitutions from MSA population >2%). Sixteen single-site variants were selected and introduced into WT EUGO and EUGO5X. Cell-free extracts were first screened by HPLC for conversion and product distribution (isoeugenol, alcohol, ketone). Best hits were purified and reassessed. S394 variants notably improved dehydrogenation selectivity; S394V in the thermostable background (S394V-EUGO5X) gave IEUG as main product (>95%).
  • Structural analysis and mechanistic diagnosis: Crystallized S394V-EUGO5X with 4PG (2.9 Å). Observed both non-covalent and covalent 4PG–FAD N5 adducts in different subunits; the covalent adduct correlated with reduced flavin absorbance during turnover and low kcat, indicating a slowly decaying inhibitory intermediate. V394 sits at the cavity entrance, likely restricting water access and reducing hydroxylation.
  • Structure-guided mitigation of covalent adduct: Targeted residues near FAD N5 (D151 and Q425). Generated a panel of Q425 mutants in S394V-EUGO5X; several increased conversion but sometimes reduced chemoselectivity. Introduced D151E (inspired by 4-ethylphenol oxidase) into S394V-EUGO5X, which preserved conversion and improved chemoselectivity. Combined D151E and Q425S with S394V on the EUGO5X background to yield D151E/S394V/Q425S-EUGO5X (named PROGO).
  • Kinetics and stability measurements: Determined steady-state kinetics by UV–vis (vanillyl alcohol at 340 nm; 4PG at 300 nm). Tm measured by Thermofluor. Compared WT, S394V-EUGO5X, D151E/S394V-EUGO5X, and PROGO.
  • Preparative-scale bioconversions: Isolated enzyme reaction: 0.5 g (3.0 mmol) 4PG with 18.5 mg (0.30 μmol) PROGO in 60 mL, 10% DMSO, 50 mM KPi pH 7.5 at 25 °C for 48 h; product extraction and silica gel purification. Whole-cell reaction: 1.27 g (7.6 mmol) 4PG with E. coli expressing PROGO (OD600=29) in 125 mL buffer with 10% DMSO at 25 °C for 48 h; extraction and purification. HPLC monitored conversion.
Key Findings
  • Thermostability: Combining five stabilizing mutations yielded EUGO5X with +13.5 °C Tm increase relative to WT (WT Tm 66.5 °C; S394V-EUGO5X Tm 78.5 °C; PROGO Tm 81.6 °C).
  • Chemoselectivity: S394 mutations, especially S394V in EUGO5X, strongly favored dehydrogenation, producing >95% isoeugenol with high conversion (≈80% in 24 h at 5 mM 4PG, 10 μM enzyme).
  • Mechanism of low activity: S394V-EUGO5X forms a covalent FAD N5–substrate adduct observed crystallographically and spectroscopically (loss of oxidized flavin absorbance during turnover), explaining low kcat.
  • Activity improvements (steady-state kinetics on 4-n-propylguaiacol): WT EUGO kcat 0.008 s−1, KM 3.3 μM; S394V-EUGO5X kcat 0.028 s−1, KM 3.4 μM; D151E/S394V-EUGO5X kcat 0.080 s−1, KM 3.0 μM; PROGO (D151E/S394V/Q425S-EUGO5X) kcat 0.43 s−1, KM 7.4 μM. Thus, PROGO improves kcat by ~54-fold vs WT and ~15-fold vs S394V-EUGO5X.
  • Selectivity retained in optimized variant: D151E increased chemoselectivity; Q425S relieved steric constraints to reduce covalent adduct formation; the combined PROGO variant gave 97% chemoselectivity to isoeugenol.
  • Preparative-scale outcomes: Isolated enzyme (0.5 g scale): nearly complete conversion in 48 h; 328 mg isoeugenol isolated (66% yield). Whole cells (1.27 g scale): nearly full conversion in 48 h; 524 mg isolated (42% yield), lower due to product retention by cell debris.
  • Structural insights: V394 narrows cavity near the subunit interface, likely limiting water access; D151E side chain points toward substrate Cα/Cβ region, potentially shielding the quinone methide from water; Q425S loosens packing above the side chain, allowing substrate orientation away from FAD N5 and reducing covalent adduct formation.
Discussion

The study addressed the challenge of converting a lignin-derived 4-n-propylguaiacol selectively to isoeugenol by engineering EUGO for stability, activity, and chemoselectivity. Computational stabilization (FRESCO) provided a robust scaffold (EUGO5X) enabling accumulation of active-site mutations without loss of fold/function. A focused, computation-guided active-site library identified S394 as a key determinant of chemoselectivity; S394V restricts water access to the quinone methide intermediate, suppressing hydroxylation. However, low turnover was traced to a covalent N5 adduct, verified by crystallography and flavin spectroscopy. Structure-guided mutations proximal to FAD (D151E, Q425S) minimized adduct formation and maintained selectivity, greatly increasing kcat. The final variant, PROGO, efficiently and selectively oxidizes 4-n-propylguaiacol to isoeugenol and functions at gram scale using both purified enzyme and whole cells. These findings validate a stepwise, mechanism-informed, and computation-aided approach to reprogram VAO-type oxidases for non-natural substrates relevant to lignin valorization.

Conclusion

The work delivers PROGO, an engineered EUGO variant with eight mutations that combine high thermostability (Tm 81.6 °C), markedly improved catalytic activity on 4-n-propylguaiacol (kcat 0.43 s−1), and high chemoselectivity (97%) for isoeugenol. Structural studies uncovered a rate-limiting covalent FAD–substrate adduct in an intermediate variant and guided residue changes (D151E, Q425S) to suppress it while maintaining the dehydrogenation pathway favored by S394V. Preparative-scale reactions confirmed practical applicability. Only 104 single-site mutations were tested to arrive at the optimized variant, underscoring the efficiency of the computationally guided, small-library approach. Future work could further enhance turnover (activity on vanillyl alcohol remains higher), explore broader substrate scope among lignin-derived phenols, optimize whole-cell product recovery, and adapt the strategy to other VAO-type enzymes to expand lignin valorization routes.

Limitations
  • Although PROGO shows a ~54-fold kcat improvement over WT on 4-n-propylguaiacol, activity on vanillyl alcohol remains higher (kcat 2.8 s−1), indicating potential for further optimization.
  • Whole-cell conversions gave lower isolated yields (42%) due to product retention by biomass, suggesting downstream processing and extraction require optimization.
  • Reactions required 10% DMSO to solubilize substrate, which may limit certain process configurations.
  • Covalent adduct formation was mitigated but may still occur under some conditions; long-term stability under continuous operation was not reported.
Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 12+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny