Improving plastic degrading enzymes via directed evolution.

Plastic degrading enzymes have immense potential for use in industrial applications. Protein engineering efforts over the last decade have resulted in considerable enhancement of many properties of these enzymes. Directed evolution, a protein engineering approach that mimics the natural process of evolution in a laboratory, has been particularly useful in overcoming some of the challenges of structure-based protein engineering.

Enhancing PET Degrading Enzymes: A Combinatory Approach.

Plastic waste has become a substantial environmental issue. A potential strategy to mitigate this problem is to use enzymatic hydrolysis of plastics to depolymerize post-consumer waste and allow it to be reused. Over the last few decades, the use of enzymatic PET-degrading enzymes has shown promise as a great solution for creating a circular plastic waste economy.

Control of Substrate Conformation by Hydrogen Bonding in a Retaining β-Endoglycosidase.

Bacterial β-glycosidases are hydrolytic enzymes that depolymerize polysaccharides such as β-cellulose, β-glucans and β-xylans from different sources, offering diverse biomedical and industrial uses. It has been shown that a conformational change of the substrate, from a relaxed C conformation to a distorted S / B conformation of the reactive sugar, is necessary for catalysis. However, the molecular determinants that stabilize the substrate's distortion are poorly understood.

Ancestral Sequence Reconstruction Identifies Structural Changes Underlying the Evolution of PETase and Variants with Improved Stability and Activity.

The improved production, recycling, and removal of plastic waste, such as polyethylene terephthalate (PET), are pressing environmental and economic issues for society. Biocatalytic (enzymatic) PET depolymerization is potentially a sustainable, low-energy solution to PET recycling, especially when compared with current disposal methods such as landfills, incineration, or gasification. IsPETase has been extensively studied for its use in PET depolymerization; however, its evolution from cutinases is not fully understood, and most engineering studies have neglected the majority of the available sequence space remote from the active site.

Structure-guided selection of puromycin N-acetyltransferase mutants with enhanced selection stringency for deriving mammalian cell lines expressing recombinant proteins.

Puromycin and the Streptomyces alboniger-derived puromycin N-acetyltransferase (PAC) enzyme form a commonly used system for selecting stably transfected cultured cells. The crystal structure of PAC has been solved using X-ray crystallography, revealing it to be a member of the GCN5-related N-acetyltransferase (GNAT) family of acetyltransferases. Based on structures in complex with acetyl-CoA or the reaction products CoA and acetylated puromycin, four classes of mutations in and around the catalytic site were designed and tested for activity.

Retinal isomerization and water-pore formation in channelrhodopsin-2.

Channelrhodopsin-2 (ChR2) is a light-sensitive ion channel widely used in optogenetics. Photoactivation triggers a -to- isomerization of a covalently bound retinal. Ensuing conformational changes open a cation-selective channel.

The interaction with gold suppresses fiber-like conformations of the amyloid β (16-22) peptide.

Inorganic surfaces and nanoparticles can accelerate or inhibit the fibrillation process of proteins and peptides, including the biomedically relevant amyloid β peptide. However, the microscopic mechanisms that determine such an effect are still poorly understood. By means of large-scale, state-of-the-art enhanced sampling molecular dynamics simulations, here we identify an interaction mechanism between the segments 16-22 of the amyloid β peptide, known to be fibrillogenic by itself, and the Au(111) surface in water that leads to the suppression of fiber-like conformations from the peptide conformational ensemble.

The reaction mechanism of retaining glycosyltransferases.

The catalytic mechanism of retaining glycosyltransferases (ret-GTs) remains a controversial issue in glycobiology. By analogy to the well-established mechanism of retaining glycosidases, it was first suggested that ret-GTs follow a double-displacement mechanism. However, only family 6 GTs exhibit a putative nucleophile protein residue properly located in the active site to participate in catalysis, prompting some authors to suggest an unusual single-displacement mechanism [named as front-face or SNi (substitution nucleophilic internal)-like].

General Protein Data Bank-Based Collective Variables for Protein Folding.

New, automated forms of data analysis are required to understand the high-dimensional trajectories that are obtained from molecular dynamics simulations on proteins. Dimensionality reduction algorithms are particularly appealing in this regard as they allow one to construct unbiased, low-dimensional representations of the trajectory using only the information encoded in the trajectory. The downside of this approach is that a different set of coordinates are required for each different chemical system under study precisely because the coordinates are constructed using information from the trajectory.

Probing the Unfolded Configurations of a β-Hairpin Using Sketch-Map.

This work examines the conformational ensemble involved in β-hairpin folding by means of advanced molecular dynamics simulations and dimensionality reduction. A fully atomistic description of the protein and the surrounding solvent molecules is used, and this complex energy landscape is sampled by means of parallel tempering metadynamics simulations. The ensemble of configurations explored is analyzed using the recently proposed sketch-map algorithm.

Direct observation of ultrafast collective motions in CO myoglobin upon ligand dissociation.

The hemoprotein myoglobin is a model system for the study of protein dynamics. We used time-resolved serial femtosecond crystallography at an x-ray free-electron laser to resolve the ultrafast structural changes in the carbonmonoxy myoglobin complex upon photolysis of the Fe-CO bond. Structural changes appear throughout the protein within 500 femtoseconds, with the C, F, and H helices moving away from the heme cofactor and the E and A helices moving toward it.

Reaction Mechanisms in Carbohydrate-Active Enzymes: Glycoside Hydrolases and Glycosyltransferases. Insights from ab Initio Quantum Mechanics/Molecular Mechanics Dynamic Simulations.

Carbohydrate-active enzymes such as glycoside hydrolases (GHs) and glycosyltransferases (GTs) are of growing importance as drug targets. The development of efficient competitive inhibitors and chaperones to treat diseases related to these enzymes requires a detailed knowledge of their mechanisms of action. In recent years, sophisticated first-principles modeling approaches have significantly advanced in our understanding of the catalytic mechanisms of GHs and GTs, not only the molecular details of chemical reactions but also the significant implications that just the conformational dynamics of a sugar ring can have on these mechanisms.

The complete conformational free energy landscape of β-xylose reveals a two-fold catalytic itinerary for β-xylanases.

Unraveling the conformational catalytic itinerary of glycoside hydrolases (GHs) is a growing topic of interest in glycobiology, with major impact in the design of GH inhibitors. β-xylanases are responsible for the hydrolysis of glycosidic bonds in β-xylans, a group of hemicelluloses of high biotechnological interest that are found in plant cell walls. The precise conformations followed by the substrate during catalysis in β-xylanases have not been unambiguously resolved, with three different pathways being proposed from structural analyses.

Molecular mechanism of a hotdog-fold acyl-CoA thioesterase.

Thioesterases are enzymes that hydrolyze thioester bonds between a carbonyl group and a sulfur atom. They catalyze key steps in fatty acid biosynthesis and metabolism, as well as polyketide biosynthesis. The reaction molecular mechanism of most hotdog-fold acyl-CoA thioesterases remains unknown, but several hypotheses have been put forward in structural and biochemical investigations.

Formation of a covalent glycosyl-enzyme species in a retaining glycosyltransferase.

Elusive glycosyl-enzyme adduct: Using classical MD simulations and QM/MM metadynamics, the long-time sought glycosyl-enzyme covalent intermediate of a retaining glycosyltransferase, with a putative nucleophile residue in the active site, has been trapped (MD=molecular dynamics; QM/MM=quantum mechanics/molecular mechanics).

Structures of the substrate-free and product-bound forms of HmuO, a heme oxygenase from corynebacterium diphtheriae: x-ray crystallography and molecular dynamics investigation.

Heme oxygenase catalyzes the degradation of heme to biliverdin, iron, and carbon monoxide. Here, we present crystal structures of the substrate-free, Fe(3+)-biliverdin-bound, and biliverdin-bound forms of HmuO, a heme oxygenase from Corynebacterium diphtheriae, refined to 1.80, 1.

The reaction coordinate of a bacterial GH47 α-mannosidase: a combined quantum mechanical and structural approach.

Mannosides in the southern hemisphere: Conformational analysis of enzymatic mannoside hydrolysis informs strategies for enzyme inhibition and inspires solutions to mannoside synthesis. Atomic resolution structures along the reaction coordinate of an inverting α-mannosidase show how the enzyme distorts the substrate and transition state. QM/MM calculations reveal how the free energy landscape of isolated α-D-mannose is molded on enzyme to only allow one conformationally accessible reaction coordinate.

Catalytic itinerary in 1,3-1,4-β-glucanase unraveled by QM/MM metadynamics. Charge is not yet fully developed at the oxocarbenium ion-like transition state.

Retaining glycoside hydrolases (GHs), key enzymes in the metabolism of polysaccharides and glycoconjugates and common biocatalysts used in chemoenzymatic oligosaccharide synthesis, operate via a double-displacement mechanism with the formation of a glycosyl-enzyme intermediate. However, the degree of oxocarbenium ion character of the reaction transition state and the precise conformational itinerary of the substrate during the reaction, pivotal in the design of efficient inhibitors, remain elusive for many GHs. By means of QM/MM metadynamics, we unravel the catalytic itinerary of 1,3-1,4-β-glucanase, one of the most active GHs, belonging to family 16.

Retinaldehyde is a substrate for human aldo-keto reductases of the 1C subfamily.

Human AKR (aldo-keto reductase) 1C proteins (AKR1C1-AKR1C4) exhibit relevant activity with steroids, regulating hormone signalling at the pre-receptor level. In the present study, investigate the activity of the four human AKR1C enzymes with retinol and retinaldehyde. All of the enzymes except AKR1C2 showed retinaldehyde reductase activity with low Km values (~1 μM).

Human and rodent aldo-keto reductases from the AKR1B subfamily and their specificity with retinaldehyde.

NADP(H)-dependent cytosolic aldo-keto reductases (AKR) are mostly monomeric enzymes which fold into a typical (α/β)(8)-barrel structure. Substrate specificity and inhibitor selectivity are determined by interaction with residues located in three highly variable loops (A, B, and C). Based on sequence identity, AKR have been grouped into families, namely AKR1-AKR15, containing multiple subfamilies.

The conformational free-energy landscape of β-D-mannopyranose: evidence for a (1)S(5) → B(2,5) → (O)S(2) catalytic itinerary in β-mannosidases.

The mechanism of glycosidic bond cleavage by glycosidases involves substrate ring distortions in the Michaelis complex that favor catalysis. Retaining β-mannosidases bind the substrate in a (1)S(5) conformation, and recent experiments have proposed an unusual substrate conformational pathway ((1)S(5) → B(2,5) → (O)S(2)) for the hydrolysis reaction. By means of Car-Parrinello metadynamics simulations, we have obtained the conformational free-energy surface (FES) of a β-d-mannopyranose molecule associated with the ideal Stoddart conformational diagram.

Molecular mechanism of the glycosylation step catalyzed by Golgi alpha-mannosidase II: a QM/MM metadynamics investigation.

Golgi alpha-mannosidase II (GMII), a member of glycoside hydrolase family 38, cleaves two mannosyl residues from GlcNAcMan(5)GlcNAc(2) as part of the N-linked glycosylation pathway. To elucidate the molecular and electronic details of the reaction mechanism, in particular the conformation of the substrate at the transition state, we performed quantum mechanics/molecular mechanics metadynamics simulations of the glycosylation reaction catalyzed by GMII. The calculated free energy of activation for mannosyl glycosylation (23 kcal/mol) agrees very well with experiments, as does the conformation of the glycon mannosyl ring in the product of the glycosylation reaction (the covalent intermediate).

Analysis of the reaction coordinate of alpha-L-fucosidases: a combined structural and quantum mechanical approach.

The enzymatic hydrolysis of alpha-L-fucosides is of importance in cancer, bacterial infections, and fucosidosis, a neurodegenerative lysosomal storage disorder. Here we show a series of snapshots along the reaction coordinate of a glycoside hydrolase family GH29 alpha-L-fucosidase unveiling a Michaelis (ES) complex in a (1)C(4) (chair) conformation and a covalent glycosyl-enzyme intermediate in (3)S(1) (skew-boat). First principles metadynamics simulations on isolated alpha-L-fucose strongly support a (1)C(4)<-->(3)H(4)<-->(3)S(1) conformational itinerary for the glycosylation step of the reaction mechanism and indicate a strong "preactivation" of the (1)C(4) complex to nucleophilic attack as reflected by free energy, C1-O1/O5-C1 bond length elongation/reduction, C1-O1 bond orientation, and positive charge development around the anomeric carbon.

Mechanism of cellulose hydrolysis by inverting GH8 endoglucanases: a QM/MM metadynamics study.

A detailed understanding of the catalytic strategy of cellulases is key to finding alternative ways to hydrolyze cellulose to mono-, di-, and oligosaccharides. Endoglucanases from glycoside hydrolase family 8 (GH8) catalyze the hydrolysis of beta-1,4-glycosidic bonds in cellulose by an inverting mechanism believed to involve a oxacarbenium ion-like transition state (TS) with a boat-type conformation of the glucosyl unit in subsite -1. In this work, hydrolysis by Clostridium thermocellum endo-1,4-glucanase A was computationally simulated with quantum mechanics/molecular mechanics metadynamics based on density functional theory.