Substrate Binding Mode Research Articles

Crystal structures of Aspergillus oryzae exo-β-(1,3)-glucanase reveal insights into oligosaccharide binding, recognition, and hydrolysis.

Exo-β-(1,3)-glucanases are promising enzymes for use in the biofuel industry as they hydrolyse sugars such as laminarin, a major constituent of the algal cell wall. This study reports structural and biochemical characterizations of Aspergillus oryzae exo-β-(1,3)-glucanase (AoBgl) belonging to the GH5 family. Purified AoBgl hydrolyses β-(1,3)-glycosidic linkages of the oligosaccharide laminaritriose and the polysaccharide laminarin effectively. We have determined three high-resolution structures of AoBgl: (a) the apo form at 1.75 Å, (b) the complexed form with bound cellobiose at 1.73 Å and (c) the glucose-bound form at 1.20 Å. The crystal structures, molecular dynamics simulation studies and site-directed mutagenesis reveal the mode of substrate binding and interactions at the active site. The results also indicate that AoBgl effectively hydrolyses trisaccharides and higher oligosaccharides. The findings from our structural and biochemical studies would aid in rational engineering efforts to generate superior AoBgl variants and similar GH5 enzymes for their industrial use.

An efficient C-glycoside production platform enabled by rationally tuning the chemoselectivity of glycosyltransferases

Despite the broad potential applications of C-glycosides, facile synthetic methods remain scarce. Transforming glycosyltransferases with promiscuous or natural O-specific chemoselectivity to C-glycosyltransferases is challenging. Here, we employ rational directed evolution of the glycosyltransferase MiCGT to generate MiCGT-QDP and MiCGT-ATD mutants which either enhance C-glycosylation or switch to O-glycosylation, respectively. Structural analysis and computational simulations reveal that substrate binding mode govern C-/O-glycosylation selectivity. Notably, directed evolution and mechanism analysis pinpoint the crucial residues dictating the binding mode, enabling the rational design of four enzymes with superior non-inherent chemoselectivity, despite limited sequence homology. Moreover, our best mutants undergo testing with 34 substrates, demonstrating superb chemoselectivities, regioselectivities, and activities. Remarkably, three C-glycosides and an O-glycoside are produced on a gram scale, demonstrating practical utility. This work establishes a highly selective platform for diverse glycosides, and offers a practical strategy for creating various types of glycosylation platforms to access pharmaceutically and medicinally interesting products.

Design and biological evaluation of candidate drugs against zoonotic porcine deltacoronavirus (PDCoV)

Porcine deltacoronavirus (PDCoV) is an emerging swine enteric coronavirus with zoonotic potential. PDCoV spillovers were recently detected in Haitian children with acute undifferentiated febrile illness, underscoring the urgent need to develop anti-PDCoV therapeutics. Coronavirus 3C-like protease (CoV 3CLpro) is essential for viral replication, and therefore provides an attractive target for drugs directed against CoV. Here, we initially evaluated the anti-PDCoV effect of Nirmatrelvir (PF-07321332), an FDA-approved anti-SARS-CoV-2 drug targeting viral 3CLpro. Regrettably, a very limited anti-PDCoV effect was achieved. By analyzing the binding modes of Nirmatrelvir with PDCoV 3CLpro and SARS-CoV-2 3CLpro, we demonstrated that the S2 pocket of 3CLpro is the primary factor underlying the differential inhibitory potency of Nirmatrelvir against different CoV 3CLpros. Based on the specific characteristics of the S2 pocket of PDCoV 3CLpro, four derivatives of Nirmatrelvir (compounds T1–T4) with substituted P2 moieties were synthesized. Compound T1, with an isobutyl at the P2 site, displayed improved anti-PDCoV activity invitro (cell infection model) and invivo (embryonated chicken egg infection model), and therefore is a potential candidate drug to combat PDCoV. Together, our results identify the substrate-binding mode and substrate specificity of PDCoV 3CLpro, providing insight into the optimization of Nirmatrelvir as an antiviral therapeutic agent against PDCoV.

The S2 Pocket Governs the Genus-Specific Substrate Selectivity of Coronavirus 3C-Like Protease.

Coronavirus 3C-like protease (CoV 3CLpro) is essential for viral replication, providing an attractive target for monitoring the evolution of CoV and developing anti-CoV drugs. Here, the substrate-binding modes of 3CLpros from four CoV genera are analyzed and found that the S2 pocket in 3CLpro is highly conserved within each genus but differs between genera. Functionally, the S2 pocket, in conjunction with S4 and S1' pockets, governs the genus-specific substrate selectivity of 3CLpro. Resurrected ancestral 3CLpros from four CoV genera validate the genus-specific divergence of S2 pocket. Drawing upon the genus-specific S2 pocket as evolutionary marker, eight newly identified 3CLpros uncover the ancestral state of modern 3CLpro and elucidate the possible evolutionary process for CoV. It is also demonstrated that the S2 pocket is highly correlated with the genus-specific inhibitory potency of PF-07321332 (an FDA-approved drug against COVID-19) on different CoV 3CLpros. This study on 3CLpro provides novel insights to inform evolutionary mechanisms for CoV and develop genera-specific or broad-spectrum drugs against CoVs.

Structural Insights into the Substrate Recognition and Catalytic Mechanism of a GH16 βκ-Carrageenase from Wenyingzhuangia fucanilytica.

Understanding the substrate specificity of carrageenases has long been of interest in biotechnology applications. So far, the structural basis of the βκ-carrageenase that hydrolyzes furcellaran, a major hybrid carrageenan, remains unclear. Here, the crystal structure of Cgbk16A_Wf, as a representative of the βκ-carrageenase from GH16_13, was determined, and the structural characteristics of this subfamily were elucidated for the first time. The substrate binding mode was clarified through a structure analysis of the hexasaccharide-bound complex and molecular docking. The binding pocket involves a conserved catalytic motif and several specific residues associated with substrate recognition. Functions of residues R88, E290, and E184 were validated through site-directed mutagenesis. Comparing βκ-carrageenase with κ-carrageenase, we proposed that their different substrate specificities are partly due to the distinct conformations of subsite -1. This research offers a comprehensive understanding of the recognition mechanism of carrageenases and provides valuable theoretical support for enzyme modification and carrageenan oligosaccharide preparation.

Structural basis for sequence context-independent single-stranded DNA cytosine deamination by the bacterial toxin SsdA.

DNA deaminase toxins are involved in interbacterial antagonism and the generation of genetic diversity in surviving bacterial populations. These enzymes have also been adopted as genome engineering tools. The single-stranded (ss)DNA deaminase SsdA represents the bacterial deaminase toxin family-2 (BaDTF2) and it deaminates ssDNA cytosines with little sequence context dependence, which contrasts with the AID/APOBEC family of sequence-selective ssDNA cytosine deaminases. Here we report the crystal structure of SsdA in complex with a ssDNA substrate. The structure reveals a unique mode of substrate binding, in which a cluster of aromatic residues of SsdA engages ssDNA in a V-shaped conformation sharply bent across the target cytosine. The bases 5' or 3' to the target cytosine are stacked linearly and make few sequence-specific protein contacts, thus explaining the broad substrate selectivity of SsdA. Unexpectedly, SsdA contains a β-amino acid isoaspartate, which is important for enzymatic activity and may contribute to the stability of SsdA as a toxin. Structure- function studies helped to design SsdA mutants active in human cells, which could lead to future applications in genome engineering.

Engineering of Phycourobilin Synthase: PubS to a Two-Electron Reductase.

Phycourobilin:ferredoxin oxidoreductase (PubS) belongs to the ferredoxin-dependent bilin reductase (FDBR) family and catalyzes the reduction of the C15=C16 double bond, followed by the C4=C5 double bond of biliverdin IXα to produce phycourobilin. Among the diverse FDBR enzymes that catalyze site-specific reduction reactions of bilins, PubS lineage is the only one that reduces the C4=C5 double bond. This family can be broadly divided into four-electron reduction enzymes, which catalyze two successive two-electron reductions, such as PubS, and two-electron reduction enzymes, which catalyze a single two-electron reduction. The crystal structures of diverse FDBRs, excluding PubS, have unraveled that there are two distinct binding modes in the substrate-binding pocket. In this study, we focused on the arginine (Arg) residues that is considered crucial for substrate-binding mode in two-electron reduction enzymes. Through sequence alignment and comparison with the predicted structure of PubS, we identified a residue in PubS that corresponds to the Arg residue in the two-electron reduction enzymes. We further introduced mutations to avoid the steric hindrance associated with changes in the binding mode. Biochemical characterization of these variants showed that we successfully modified PubS from a four-electron reduction enzyme to a two-electron reduction enzyme with the accumulation of radicals. Our results provide insight into the molecular mechanisms of the chromophore binding mode and proton donation from acidic residues.

Evolutionary sequence and structural basis for the distinct conformational landscapes of Tyr and Ser/Thr kinases

Protein kinases are molecular machines with rich sequence variation that distinguishes the two main evolutionary branches – tyrosine kinases (TKs) from serine/threonine kinases (STKs). Using a sequence co-variation Potts statistical energy model we previously concluded that TK catalytic domains are more likely than STKs to adopt an inactive conformation with the activation loop in an autoinhibitory folded conformation, due to intrinsic sequence effects. Here we investigate the structural basis for this phenomenon by integrating the sequence-based model with structure-based molecular dynamics (MD) to determine the effects of mutations on the free energy difference between active and inactive conformations, using a thermodynamic cycle involving many (n = 108) protein-mutation free energy perturbation (FEP) simulations in the active and inactive conformations. The sequence and structure-based results are consistent and support the hypothesis that the inactive conformation DFG-out Activation Loop Folded, is a functional regulatory state that has been stabilized in TKs relative to STKs over the course of their evolution via the accumulation of residue substitutions in the activation loop and catalytic loop that facilitate distinct substrate binding modes in trans and additional modes of regulation in cis for TKs.

Cryo-EM structure of the human glucose transporter GLUT7

GLUT7 is a Class II glucose transporter predominantly expressed at the apical membrane of enterocytes in the small intestine. Here, we report the cryo-EM structure of nanodisc-reconstituted human GLUT7 in the apo state at 3.3 Å resolution. Our atomic model reveals a typical major facilitator superfamily fold, with the substrate-binding site open to the extracellular side of the membrane. Despite the nearly identical conformation to its closest family member, rat GLUT5, our structure unveils distinct features of the substrate-binding cavity that may influence substrate specificity and binding mode. A homology model of the inward-open human GLUT7 indicates that similar to other members of the GLUT family, it may undergo a global rocker-switch-like reorientation of the transmembrane bundles to facilitate substrate translocation across the membrane. Our work enhances the current structural understanding of the GLUT family, and lays a foundation for rational design of regulators of GLUTs and other sugar transporters.

Catalytic Mode and Product Specificity of an α-Agarase Reveal Its Direct Catalysis for the Production of Agarooligosaccharides.

Many α-agarases have been characterized and are utilized for producing agarooligosaccharides through the degradation of agar and agarose, which are considered valuable for applications in the food and medicine industries. However, the catalytic mechanism and product transformation process of α-agarase remain unclear, limiting further enzyme engineering for industrial applications. In this study, an α-agarase from Catenovulum maritimus STB14 (Cm-AGA) was employed to degrade agarose oligosaccharides (AGOs) with varying degrees of polymerization (DPs) to investigate the catalytic mechanism of α-agarases. The results demonstrated that Cm-AGA could degrade agarose into agarotetraose and agarohexaose. The reducing ends of agarotetraose and agarohexaose spontaneously release unstable 3,6-anhydro-α-l-galactose molecules, which were further degraded into agarotriose and agaropentose. Cm-AGA cannot act on α-1,3-glucoside bonds in agarotriose, agarotetraose, neoagarobiose, and neoagarotetraose but can act on AGOs with a DP greater than four. The product analysis was further verified by β-galactosidase hydrolysis, which specifically cleaves the non-reducing glycosidic bond of agarooligosaccharides. Multiple sequence alignment results showed that two conserved residues, Asp994 and Glu1129, were proposed as catalytic residues and were further identified by site-directed mutagenesis. Molecular docking of Cm-AGA with agaroheptose revealed the potential substrate binding mode of the α-agarase. These findings enhance the understanding of Cm-AGA's catalytic mode and could guide enzyme engineering for modulating the production of agarooligosaccharides.

Structure of epoxide hydrolase 2 from Mangifera indica throws light on the substrate specificity determinants of plant epoxide hydrolases

Epoxide hydrolases (EHs) are a group of ubiquitous enzymes that catalyze hydrolysis of chemically reactive epoxides to yield corresponding dihydrodiols. Despite extensive studies on EHs from different clades, generic rules governing their substrate specificity determinants have remained elusive. Here, we present structural, biochemical and molecular dynamics simulation studies on MiEH2, a plant epoxide hydrolase from Mangifera indica. Comparative structure-function analysis of nine homologs of MiEH2, which include a few AlphaFold structural models, show that the two conserved tyrosines (MiEH2Y152 and MiEH2Y232) from the lid domain dissect substrate binding tunnel into two halves, forming substrate-binding-pocket one (BP1) and two (BP2). This compartmentalization offers diverse binding modes to their substrates, as exemplified by the binding of smaller aromatic substrates, such as styrene oxide (SO). Docking and molecular dynamics simulations reveal that the linear epoxy fatty acid substrates predominantly occupy BP1, while the aromatic substrates can bind to either BP1 or BP2. Furthermore, SO preferentially binds to BP2, by stacking against catalytically important histidine (MiEH2H297) with the conserved lid tyrosines engaging its epoxide oxygen. Residue (MiEH2L263) next to the catalytic aspartate (MiEH2D262) modulates substrate binding modes. Thus, the divergent binding modes correlate with the differential affinities of the EHs for their substrates. Furthermore, long-range dynamical coupling between the lid and core domains critically influences substrate enantioselectivity in plant EHs.

Pho pictures provide powerful perspectives of phosphate importing proteins

In this issue of Structure, Schneider etal.1 report multiple structures of the low-affinity inorganic-phosphate transporter Pho90 from Saccharomyces cerevisiae. With remarkable resolution of the Divalent Anion Sodium Symporter family member, their cryo-EM studies of this fungal protein reveal new modes of sodium, substrate, and lipid binding.

Regiodivergent biosynthesis of bridged bicyclononanes

Medicinal compounds from plants include bicyclo[3.3.1]nonane derivatives, the majority of which are polycyclic polyprenylated acylphloroglucinols (PPAPs). Prototype molecules are hyperforin, the antidepressant constituent of St. John’s wort, and garcinol, a potential anticancer compound. Their complex structures have inspired innovative chemical syntheses, however, their biosynthesis in plants is still enigmatic. PPAPs are divided into two subclasses, named type A and B. Here we identify both types in Hypericum sampsonii plants and isolate two enzymes that regiodivergently convert a common precursor to pivotal type A and B products. Molecular modelling and substrate docking studies reveal inverted substrate binding modes in the two active site cavities. We identify amino acids that stabilize these alternative binding scenarios and use reciprocal mutagenesis to interconvert the enzymatic activities. Our studies elucidate the unique biochemistry that yields type A and B bicyclo[3.3.1]nonane cores in plants, thereby providing key building blocks for biotechnological efforts to sustainably produce these complex compounds for preclinical development.

Novel polyurethane-degrading cutinase BaCut1 from Blastobotrys sp. G-9 with potential role in plastic bio-recycling

Environmental pollution caused by plastic waste has become global problem that needs to be considered urgently. In the pursuit of a circular plastic economy, biodegradation provides an attractive strategy for managing plastic wastes, whereas effective plastic-degrading microbes and enzymes are required. In this study, we report that Blastobotrys sp. G-9 isolated from discarded plastic in landfills is capable of depolymerizing polyurethanes (PU) and poly (butylene adipate-co-terephthalate) (PBAT). Strain G-9 degrades up to 60% of PU foam after 21 days of incubation at 28 ℃ by breaking down carbonyl groups via secretory hydrolase as confirmed by structural characterization of plastics and degradation products identification. Within the supernatant of strain G-9, we identify a novel cutinase BaCut1, belonging to the esterase family, that can reproduce the same effect. BaCut1 demonstrates efficient degradation toward commercial polyester plastics PU foam (0.5 mg enzyme/25 mg plastic) and agricultural film PBAT (0.5 mg enzyme/10 mg plastic) with 50% and 18% weight loss at 37 ℃ for 48 h, respectively. BaCut1 hydrolyzes PU into adipic acid as a major end-product with 42.9% recovery via ester bond cleavage, and visible biodegradation is also identified from PBAT, which is a beneficial feature for future recycling economy. Molecular docking, along with products distribution, elucidates a special substrate-binding modes of BaCut1 with plastic substrate analogue. BaCut1-mediated polyester plastic degradation offers an alternative approach for managing PU plastic wastes through possible bio-recycling.

Structural insights into the potential binding sites of Cathepsin D using molecular modelling techniques

Alzheimer’s disease (AD) is the most prevalent type of dementia caused by the accumulation of amyloid beta (Aβ) peptides. The extracellular deposition of Aβ peptides in human AD brain causes neuronal death. Therefore, it has been found that Aβ peptide degradation is a possible therapeutic target for AD. CathD has been known to breakdown amyloid beta peptides. However, the structural role of CathD is not yet clear. Hence, for the purpose of gaining a deeper comprehension of the structure of CathD, the present computational investigation was performed using virtual screening technique to predict CathD's active site residues and substrate binding mode. Ligand-based virtual screening was implemented on small molecules from ZINC database against crystal structure of CathD. Further, molecular docking was utilised to investigate the binding mechanism of CathD with substrates and virtually screened inhibitors. Localised compounds obtained through screening performed by PyRx and AutoDock 4.2 with CathD receptor and the compounds having highest binding affinities were picked as; ZINC00601317, ZINC04214975 and ZINCC12500925 as our top choices. The hydrophobic residues Viz. Gly35, Val31, Thr34, Gly128, Ile124 and Ala13 help stabilising the CathD-ligand complexes, which in turn emphasises substrate and inhibitor selectivity. Further, MM-GBSA approach has been used to calculate binding free energy between CathD and selected compounds. Therefore, it would be beneficial to understand the active site pocket of CathD with the assistance of these discoveries. Thus, the present study would be helpful to identify active site pocket of CathD, which could be beneficial to develop novel therapeutic strategies for the AD.

Initial Steps in Methanobactin Biosynthesis: Substrate Binding by the Mixed-Valent Diiron Enzyme MbnBC.

The MbnBC enzyme complex converts cysteine residues in a peptide substrate, MbnA, to oxazolone/thioamide groups during the biosynthesis of copper chelator methanobactin (Mbn). MbnBC belongs to the mixed-valent diiron oxygenase (MVDO) family, of which members use an Fe(II)Fe(III) cofactor to react with dioxygen for substrate modification. Several crystal structures of the inactive Fe(III)Fe(III) form of MbnBC alone and in complex with MbnA have been reported, but a mechanistic understanding requires determination of the oxidation states of the crystallographically observed Fe ions in the catalytically active Fe(II)Fe(III) state, along with the site of MbnA binding. Here, we have used electron nuclear double resonance (ENDOR) spectroscopy to determine such structural and electronic properties of the active site, in particular, the mode of substrate binding to the MV state, information not accessible by X-ray crystallography alone. The oxidation states of the two Fe ions were determined by 15N ENDOR analysis. The presence and locations of both bridging and terminal exogenous solvent ligands were determined using 1H and 2H ENDOR. In addition, 2H ENDOR using an isotopically labeled MbnA substrate indicates that MbnA binds to the Fe(III) ion of the cluster via the sulfur atom of its N-terminal modifiable cysteine residue, with displacement of a coordinated solvent ligand as shown by complementary 1H ENDOR. These results, which underscore the utility of ENDOR in studying MVDOs, provide a molecular picture of the initial steps in Mbn biosynthesis.

Structure, function and substrate preferences of archaeal S-adenosyl-l-homocysteine hydrolases

S-Adenosyl-l-homocysteine hydrolase (SAHH) reversibly cleaves S-adenosyl-l-homocysteine, the product of S-adenosyl-l-methionine-dependent methylation reactions. The conversion of S-adenosyl-l-homocysteine into adenosine and l-homocysteine plays an important role in the regulation of the methyl cycle. An alternative metabolic route for S-adenosyl-l-methionine regeneration in the extremophiles Methanocaldococcus jannaschii and Thermotoga maritima has been identified, featuring the deamination of S-adenosyl-l-homocysteine to S-inosyl-l-homocysteine. Herein, we report the structural characterisation of different archaeal SAHHs together with a biochemical analysis of various SAHHs from all three domains of life. Homologues deriving from the Euryarchaeota phylum show a higher conversion rate with S-inosyl-l-homocysteine compared to S-adenosyl-l-homocysteine. Crystal structures of SAHH originating from Pyrococcus furiosus in complex with SlH and inosine as ligands, show architectural flexibility in the active site and offer deeper insights into the binding mode of hypoxanthine-containing substrates. Altogether, the findings of our study support the understanding of an alternative metabolic route for S-adenosyl-l-methionine and offer insights into the evolutionary progression and diversification of SAHHs involved in methyl and purine salvage pathways.

On the simulation and interpretation of substrate-water exchange experiments in photosynthetic water oxidation.

Water oxidation by photosystem II (PSII) sustains most life on Earth, but the molecular mechanism of this unique process remains controversial. The ongoing identification of the binding sites and modes of the two water-derived substrate oxygens ('substrate waters') in the various intermediates (Si states, i = 0, 1, 2, 3, 4) that the water-splitting tetra-manganese calcium penta-oxygen (Mn4CaO5) cluster attains during the reaction cycle provides central information towards resolving the unique chemistry of biological water oxidation. Mass spectrometric measurements of single- and double-labeled dioxygen species after various incubation times of PSII with H218O provide insight into the substrate binding modes and sites via determination of exchange rates. Such experiments have revealed that the two substrate waters exchange with different rates that vary independently with the Si state and are hence referred to as the fast (Wf) and the slow (WS) substrate waters. New insight for the molecular interpretation of these rates arises from our recent finding that in the S2 state, under special experimental conditions, two different rates of WS exchange are observed that appear to correlate with the high spin and low spin conformations of the Mn4CaO5 cluster. Here, we reexamine and unite various proposed methods for extracting and assigning rate constants from this recent data set. The analysis results in a molecular model for substrate-water binding and exchange that reconciles the expected non-exchangeability of the central oxo bridge O5 when located between two Mn(IV) ions with the experimental and theoretical assignment of O5 as WS in all S states. The analysis also excludes other published proposals for explaining the water exchange kinetics.

The evolutionary origin of naturally occurring intermolecular Diels-Alderases from Morus alba

Biosynthetic enzymes evolutionarily gain novel functions, thereby expanding the structural diversity of natural products to the benefit of host organisms. Diels-Alderases (DAs), functionally unique enzymes catalysing [4 + 2] cycloaddition reactions, have received considerable research interest. However, their evolutionary mechanisms remain obscure. Here, we investigate the evolutionary origins of the intermolecular DAs in the biosynthesis of Moraceae plant-derived Diels-Alder-type secondary metabolites. Our findings suggest that these DAs have evolved from an ancestor functioning as a flavin adenine dinucleotide (FAD)-dependent oxidocyclase (OC), which catalyses the oxidative cyclisation reactions of isoprenoid-substituted phenolic compounds. Through crystal structure determination, computational calculations, and site-directed mutagenesis experiments, we identified several critical substitutions, including S348L, A357L, D389E and H418R that alter the substrate-binding mode and enable the OCs to gain intermolecular DA activity during evolution. This work provides mechanistic insights into the evolutionary rationale of DAs and paves the way for mining and engineering new DAs from other protein families.

Integrated engineering at distal site and active center regulates stereoselectivity and activity of carbonyl reductase towards N-Boc-pyrrolidone

Green and efficient biosynthesis of two enantiomeric products of N-Boc-pyrrolidinol (NPBL) as key pharmaceutical blocks for treatment of cancer and HIV has received much attention. The precursor, N-Boc-pyrrolidone (NPBO), is considered as a difficult-to-reduce ketone by carbonyl reductases, because it has a bulky Boc group and sterically similar substitutions on either side of the carbonyl group resulting in low stereoselectivity and conversion. Moreover, activity enhancement concomitant with reversal of stereoselectivity is challenging. Carbonyl reductase (CpCR) from Candida parapsilosis shows 90 %ee for (S)-NBPL, but low catalytic efficiency. In this study, we considered both activity and selectivity, and proposed an integrated engineering strategy. The distal site was introduced from an activity perspective and the active pocket sites were introduced by virtual saturation mutagenesis from a stereoselectivity perspective. Mutants L34A/W116A (95 %ee (S)) and L34A/W116T/F285C/W286S (94 %ee (R)) were obtained with 26.8-fold and 2.9-fold higher catalytic efficiencies, respectively. Molecular dynamics simulations revealed the mechanism of stereoselective flip-flop and activity enhancement; mutation altered the substrate-binding mode and changed the shape and size of the cavities, thus contributing to the change in the ratio of active conformations in the pre-reactive state. This study, which differs from the traditional method of exchanging large and small pockets, provides a viable approach for the rational design of carbonyl reductases with high stereoselectivity for target substrates.