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Bacterial directed evolution of CRISPR base editors.

Base editing and other precision editing agents have transformed the utility and therapeutic potential of CRISPR-based genome editing. While some native enzymes edit efficiently with their nature-derived function, many enzymes require rational engineering or directed evolution to enhance the compatibility with mammalian cell genome editing. While many methods of engineering and directed evolution exist, plate-based discrete evolution offers an ideal balance between ease of use and engineering power. Here, we describe a detailed method for the bacterial directed evolution of CRISPR base editors that compounds technical ease with flexibility of application.

Gene Editing↗

Influence of thrombin concentration on the mechanical and morphological properties of cell-seeded fibrin hydrogels.

Fibrin is a biopolymer that has been used in a variety of biomaterial, cell delivery and tissue engineering applications. The enzyme thrombin catalyzes the formation of fibrin microfibrils, which form a three-dimensional mesh in which cells can be directly embedded at the time of gel formation. In this study, fibrin hydrogels containing vascular smooth muscle cells were created using varying concentrations of thrombin. Over 7 days in culture, all gels decreased in volume as the fibrin matrix compacted, and the degree of gel compaction increased as thrombin concentration decreased. The material modulus and ultimate tensile stress of the gels also increased with decreasing thrombin concentration. Addition of thrombin to similar constructs made using collagen Type I did not show an effect on gel compaction or mechanical properties, suggesting that these effects were a result of thrombin's action on fibrin polymerization, and not cellular functions. Cell proliferation in fibrin hydrogels was not significantly affected by thrombin addition. Matrix examination using scanning electron microscopy showed increasing fibrin fiber diameters as thrombin concentration decreased. Confocal microscopic imaging of the actin cytoskeleton showed that cell morphology on two-dimensional substrates of fibrin showed marked changes, with higher thrombin concentrations producing cells with longer cellular projections. However, these morphological changes were not as apparent in cells embedded in three-dimensional (3-D) matrices, in which cells exhibited a similar morphology independent of thrombin concentration. These results relate features of the matrix and cellular components of 3-D fibrin constructs to mechanical properties, and contribute to the understanding of structure-function relationships in cell-seeded, 3-D protein hydrogels.

Animals↗

Identification of the key LMO2-binding determinants on Ldb1.

The overexpression of LIM-only protein 2 (LMO2) in T-cells, as a result of chromosomal translocations, retroviral insertion during gene therapy, or in transgenic mice models, leads to the onset of T-cell leukemias. LMO2 comprises two protein-binding LIM domains that allow LMO2 to interact with multiple protein partners, including LIM domain-binding protein 1 (Ldb1, also known as CLIM2 and NLI), an essential cofactor for LMO proteins. Sequestration of Ldb1 by LMO2 in T-cells may prevent it binding other key partners, such as LMO4. Here, we show using protein engineering and enzyme-linked immunosorbent assay (ELISA) methodologies that LMO2 binds Ldb1 with a twofold lower affinity than does LMO4. Thus, excess LMO2 rather than an intrinsically higher binding affinity would lead to sequestration of Ldb1. Both LIM domains of LMO2 are required for high-affinity binding to Ldb1 (K(D) = 2.0 x 10(-8) M). However, the first LIM domain of LMO2 is primarily responsible for binding to Ldb1 (K(D) = 2.3 x 10(-7) M), whereas the second LIM domain increases binding by an order of magnitude. We used mutagenesis in combination with yeast two-hybrid analysis, and phage display selection to identify LMO2-binding "hot spots" within Ldb1 that locate to the LIM1-binding region. The delineation of this region reveals some specific differences when compared to the equivalent LMO4:Ldb1 interaction that hold promise for the development of reagents to specifically bind LMO2 in the treatment of leukemia.

Adaptor Proteins, Signal Transducing↗

C-terminus modification of Streptomyces clavuligerus deacetoxycephalosporin C synthase improves catalysis with an expanded substrate specificity.

The biosynthesis of cephalosporins is catalyzed by deacetoxycephalosporin C synthase (DAOCS). Based on computational, biochemical, and structural analyses, it has been proposed that modification of the C-terminus of DAOCS might be a constructive strategy for engineering improvement in enzyme activity. Therefore, five hydrophilic residues namely N301, Y302, N304, R306, and R307 located in proximity to the C-terminus of Streptomyces clavuligerus DAOCS (scDAOCS) were selected and each substituted with a hydrophobic leucine residue. Substitutions at positions 304, 306, and 307 created mutant scDAOCSs with improved efficiencies in penicillin analog conversion up to 397%. And since it has been previously advocated that the C-terminus is crucial for guiding substrate entry, a truncated mutant DAOCS was constructed to assess its involvement. The truncation of the C-terminus at position 310 in the wild-type scDAOCS resulted in reduction of indiscriminate conversion of penicillin analog but this defect was compensated by the replacement of asparagine with leucine at position 304.

Amino Acid Substitution↗

Crystal structure of Proteus vulgaris chondroitin sulfate ABC lyase I at 1.9A resolution.

Chondroitin Sulfate ABC lyase I from Proteus vulgaris is an endolytic, broad-specificity glycosaminoglycan lyase, which degrades chondroitin, chondroitin-4-sulfate, dermatan sulfate, chondroitin-6-sulfate, and hyaluronan by beta-elimination of 1,4-hexosaminidic bond to unsaturated disaccharides and tetrasaccharides. Its structure revealed three domains. The N-terminal domain has a fold similar to that of carbohydrate-binding domains of xylanases and some lectins, the middle and C-terminal domains are similar to the structures of the two-domain chondroitin lyase AC and bacterial hyaluronidases. Although the middle domain shows a very low level of sequence identity with the catalytic domains of chondroitinase AC and hyaluronidase, the residues implicated in catalysis of the latter enzymes are present in chondroitinase ABC I. The substrate-binding site in chondroitinase ABC I is in a wide-open cleft, consistent with the endolytic action pattern of this enzyme. The tryptophan residues crucial for substrate binding in chondroitinase AC and hyaluronidases are lacking in chondroitinase ABC I. The structure of chondroitinase ABC I provides a framework for probing specific functions of active-site residues for understanding the remarkably broad specificity of this enzyme and perhaps engineering a desired specificity. The electron density map showed clearly that the deposited DNA sequence for residues 495-530 of chondroitin ABC lyase I, the segment containing two putative active-site residues, contains a frame-shift error resulting in an incorrectly translated amino acid sequence.

Amino Acid Sequence↗

Development and application of test methods for the detection of dietary constituents which protect against heterocyclic aromatic amines.

This article describes the development and use of assay models in vitro (genotoxicity assay with genetically engineered cells and human hepatoma (HepG2) cells) and in vivo (genotoxicity and short-term carcinogenicity assays with rodents) for the identification of dietary constituents which protect against the genotoxic and carcinogenic effects of heterocyclic aromatic amines (HAs). The use of genetically engineered cells expressing enzymes responsible for the bioactivation of HAs enables the detection of dietary factors that inhibit the metabolic activation of HAs. Human derived hepatoma (HepG2) cells are sensitive towards HAs and express several enzymes [glutathione S-transferase (GST), N-acetyltransferase (NAT), sulfotransferase (SULT), UDP-glucuronosyltransferase (UDPGT), and cytochrome P450 isozymes] involved in the biotransformation of HAs. Hence these cells may reflect protective effects, which are due to inhibition of activating enzymes and/or induction of detoxifying enzymes. The SCGE assay with rodent cells has the advantage that HA-induced DNA damage can be monitored in a variety of organs which are targets for tumor induction by HAs. ACF and GST-P(+) foci constitute preneoplastic lesions that may develop into tumors. Therefore, agents that prevent the formation of these lesions may be anticarcinogens. The foci yield and the sensitivity of the system could be substantially increased by using a modified diet. The predictive value of the different in vitro and in vivo assays described here for the identification of HA-protective dietary substances relevant for humans is probably better than that of conventional in vitro test methods with enzyme homogenates. Nevertheless, the new test methods are not without shortcomings and these issues are critically discussed in the present article.

Anticarcinogenic Agents↗

Recent advances in the construction of bacterial genotoxicity assays.

Bacterial mutagenicity assays have been widely used in genotoxicology research for two decades. We discuss the development of such assays, especially the Ames test, with particular attention to strain engineering. Genes encoding enzymes of mutagen bioactivation, including N-acetyltransferase, nitroreductase, and cytochrome P450, have been introduced into tester strains. The processing of DNA damage by the bacterial strains has also been modified in several ways, so as to enhance mutagenesis. These efforts have greatly increased the sensitivity of mutation assays and have illuminated the molecular mechanisms of mutagenesis. We also discuss the relationship between bacterial assays and in vivo mutation assays which use transgenic rodents.

Air Pollutants↗

Electrochemical method for the detection of lipase activity.

A novel electrochemical technique for the general assay of lipase activity is described. The method utilizes a solid-supported lipase substrate, which is formed by dripping and drying a small amount of an ethanol solution of 9-(5'-ferrocenylpentanoyloxy)nonyl disulfide (FPONDS) onto gold modified by a hexanethiol self-assembled monolayer. The redox ferrocene group of FPONDS generates the electrochemical signal, the intensity of which is proportional to the number of FPONDS molecules at the interface. Electrochemical and surface-enhanced infrared absorption spectroscopic data, as well as control experiments with an engineered, deactivated mutant enzyme, demonstrate that the wild-type lipase from Thermomyces lanuginosus is capable of cleaving the ester bonds of FPONDS molecules via an enzymatic hydrolysis mechanism, which includes the adsorption of the lipase onto the substrate surface. The hydrolysis liberates the ferrocene groups from the interface triggering a decay of the electrochemical redox signal. The rate of the electrochemical signal decrease is proportional to the lipase activity/concentration. These data suggest a general method for the direct measure of enzymatic activity of lipases.

Disulfides↗

A novel acidophilic RNA motif that recognizes coenzyme A.

Specific recognition of nucleotide cofactors by RNA may be important in engineering new RNA enzymes (ribozymes). Although in vitro selections (SELEX) have identified nucleic acid motifs ("aptamers") that bind a variety of adenosine cofactors, none of these recognizes coenzyme A (CoA), the primary biological cofactor used in acyltransfer reactions. We used SELEX experiments with two random RNA pools to identify aptamers that bind CoA. Functional boundary determination and extensive comparative sequence analysis (including reselection of a mutagenized, circularly permuted RNA) led to the identification of a 52 nucleotide minimal aptamer ("min52"). The RNA structural motif contains a large internal loop with 26 unpaired nucleotides flanked by helices of any base-paired sequence. Twenty loop nucleotides are specifically required for binding activity, 12 of which are derived from the original primer binding sequences. Specificity studies with CoA analogues demonstrated that the aptamer recognizes many adenosine analogues, including ATP, and that recognition is predominantly through the Höogsteen face of adenine. Binding activity is greatest at acidic pH (optimum near 5.0), in low or no monovalent salt, and at high concentrations of either Mg2+ or Mn2+. Strong binding activity (86% of maximum) is observed at pH 4.0, suggesting that at least some extreme conditions (acidic pH) may be compatible with RNA World theories of the origin and early evolution of life. In the presence of 10 mM Mg2+, binding is unaffected by the addition of 1 mM Ca2+, but it is mildly inhibited by 1 mM Zn2+ or Co2+ or by 0.1 mM Cu2+ or Ni2+. The dissociation constant (Kd) for the association of min52 RNA with ATP in solution was measured to be 2.4 +/- 0.4 microM under the conditions of the selection and 0.5 +/- 0.1 microM under optimized conditions. Finally, we show that the selected CoA aptamer populations contain other RNAs at low frequencies that preferentially recognize intact CoA and are not eluted from the resin by AMP alone.

Adenosine↗

Role of the C-terminal helix 9 in the stability and ligandin function of class alpha glutathione transferase A1-1.

Helix 9 at the C-terminus of class alpha glutathione transferase (GST) polypeptides is a unique structural feature in the GST superfamily. It plays an important structural role in the catalytic cycle. Its contribution toward protein stability/folding as well as the binding of nonsubstrate ligands was investigated by protein engineering, conformational stability, enzyme activity, and ligand-binding methods. The helix9 sequence displays an unfavorable propensity toward helix formation, but tertiary interactions between the amphipathic helix and the GST seem to contribute sufficient stability to populate the helix on the surface of the protein. The helix's stability is enhanced further by the binding of ligands at the active site. The order of ligand-induced stabilization increases from H-site occupation, to G-site occupation, to the simultaneous occupation of H- and G-sites. Ligand-induced stabilization of helix9 reduces solvent accessible hydrophobic surface by facilitating firmer packing at the hydrophobic interface between helix and GST. This stabilized form exhibits enhanced affinity for the binding of nonsubstrate ligands to ligandin sites (i.e., noncatalytic binding sites). Although helix9 contributes very little toward the global stability of hGSTA1-1, its conformational dynamics have significant implications for the protein's equilibrium unfolding/refolding pathway and unfolding kinetics. Considering the high concentration of reduced glutathione in human cells (about 10 mM), the physiological form of hGSTA1-1 is most likely the thiol-complexed protein with a stabilized helix9. The C-terminus region (including helix9) of the class alpha polypeptide appears not to have been optimized for stability but rather for catalytic and ligandin function.

Acrylamide↗

Complete amino acid sequence of the lentil trypsin-chymotrypsin inhibitor LCI-1.7 and a discussion of atypical binding sites of Bowman-Birk inhibitors.

The complete primary structure of the lentil (Lens culinaris) trypsin-chymotrypsin inhibitor LCI-1.7 was determined by conventional methods in order to find relationships between partial sequences and the difference in action against human and bovine chymotrypsin. As other Bowman-Birk type inhibitors, LCI-1.7 contained 68 amino acid residues, seven disulfide bridges, and two reactive sites, Arg16-Ser17 for trypsin and Tyr42-Ser43 for chymotrypsin. Evaluation of sequence homologies showed that it belonged to the group III Bowman-Birk inhibitors. The atypical additional binding site of LCI-1.7 for human chymotrypsin was discussed and compared with such binding sites of two other Bowman-Birk inhibitors, the Bowman-Birk soybean proteinase inhibitor BBI, and the lima bean proteinase inhibitor LBI I, for human and bovine trypsin and chymotrypsin. A concept to reduce the action of these inhibitors against human enzymes by genetic engineering was proposed.

Amino Acid Sequence↗

Investigation of hyaluronan function in the mouse through targeted mutagenesis.

It has become increasingly apparent that the high molecular mass glycosaminoglycan, hyaluronan (HA), is required for many morphogenetic processes during vertebrate development. This renewed understanding of the various developmental roles for HA, has come about largely through the advent of gene targeting approaches in the mouse. To date, mutations have been engineered in the enzymes responsible for biosynthesis and degradation and for those proteins that bind to HA within the extracellular matrix and at the cell surface. Collectively, the phenotypes resulting from these mutations demonstrate that HA is critical for normal mammalian embryogenesis and for various processes in postnatal and adult life (Table 1). In this article we will review our progress in understanding the biological functions for HA through targeted mutagenesis of the HA synthase 2 (Has2) and 3 (Has3) genes. Data that has been obtained from a conventional targeted disruption of the Has2 gene, is presented in an accompanying review by Camenisch and McDonald. More specifically, in this review we will provide an overview of the conditional gene targeting strategy being used to create tissue-specific deficiencies in Has2 function, along with our progress in understanding the role for Has3-dependent HA biosynthesis.

Animals↗

Structure of a mutant of tyrosyl-tRNA synthetase with enhanced catalytic properties.

One surprising outcome of applying the techniques of protein engineering to the enzyme tyrosyl-transfer RNA synthetase was that the enzyme's activity could actually be increased by a specific sequence change. In particular, altering residue threonine 51 to a proline (mutant TP51) increased the enzyme's affinity for tyrosyl adenylate complexes. The non-additive effect of combining the TP51 mutation with a second sequence alteration (histidine 48 to a glycine) suggested that the effect of the TP51 change might be mediated by a structural change involving the peptide backbone. To address the question of the mechanism by which the TP51 change increases the activity of tyrosyl-tRNA synthetase we have determined the structure of the mutant enzyme. We find the change has a purely local effect on the structure of the enzyme, and conclude that the increased activity of the TP51 mutant probably results from the replacement of the polar threonine residue by a non-polar group: in the wild-type enzyme substrate binding is disfavoured by the displacement of solvent from the vicinity of threonine 51. This unfavourable effect is absent in the TP51 mutant.

Adenosine Monophosphate↗

Adenovirus vector-mediated delivery of the prodrug-converting enzyme carboxypeptidase G2 in a secreted or GPI-anchored form: High-level expression of this active conditional cytotoxic enzyme at the plasma membrane.

Carboxypeptidase G2 (CPG2) is a powerful prodrug-converting enzyme. Without a requirement for endogenous enzymes or cofactors, it can directly activate mustard alkylating prodrugs to cytotoxic species, killing both quiescent and dividing cells. This paper provides the first report of its use in the context of a clinically relevant delivery vehicle using adenovirus vectors. To strengthen the efficacy of the prodrug-activating system, the enzyme has been engineered to be secreted or glycosylphosphatidylinositol (GPI) anchored to the extracellular membrane of tumor cells, resulting in an enhanced bystander effect by facilitating diffusion of the active drug through extracellular, rather than intracellular, activation. Using the vectors, we have achieved expression of functional secreted or GPI-anchored CPG2 in a panel of tumor cell lines demonstrating no loss in efficacy as a result of GPI anchor retention. Despite variable transduction efficiencies inherent to these vectors, greater than 50% cell kill was achievable in all of the cell lines tested following only a single exposure to the prodrug ZD2767P. Even in cell lines refractive to infection with the vectors, substantial cell death was recorded, indicative of the enhanced bystander effect generated following extracellular prodrug activation. A direct evaluation of the efficacy of our system has been made against adenoviral delivery of herpes simples virus thymidine kinase plus ganciclovir (GCV), a suicide gene therapy approach already in the clinic. In a short-term human glioma culture (IN1760) resistant to the clinical chemotherapeutic drug CCNU (1-(2-chloroethyl)-3-cyclohexyl-1-nitrosourea), thymidine kinase/GCV effected no cell killing compared to 70% cell killing with our system.

Adenoviridae↗

Amino acid substitutions in the N-terminal segment of cystatin C create selective protein inhibitors of lysosomal cysteine proteinases.

We used site-directed mutagenesis to alter the specificity of human cystatin C, an inhibitor with a broad reactivity against cysteine proteinases. Nine cystatin C variants containing amino acid substitutions in the N-terminal (L9W, V10W, V10F and V10R) and/or the C-terminal (W106G) enzyme-binding regions were designed and produced in Escherichia coli. It was discovered that the inhibition profile of the cystatin could be altered by changing residues 9 and 10, which are proposed to bind in the S3 and S2 substrate-binding pockets respectively of the enzymes. All of the variants with substitutions in the N-terminal segment displayed decreased binding to cathepsins B and H, indicating that the S3 and S2 pockets of these enzymes cannot easily accommodate large aromatic residues. The introduction of a charged residue into S2 (variant V10R) created a more specific inhibitor to distinguish cathepsin B from cathepsin H. Cathepsin L showed a preference for larger aromatic residues in S2. In contrast, cathepsin S preferred phenylalanine to valine in S2, but bound less tightly to the V10W cystatin variant. The latter variant proved to be valuable for discriminating between cathepsin L and cathepsin S (Ki 2.4 and 190 pM respectively). The equilibrium dissociation constant of the complex between cathepsin L and variant L9W/W106G showed little difference in affinity from that of the cathepsin L complex with the singly substituted W106G variant. In contrast, the L9W/W106G variant displayed increased specificity for cathepsin S with a Ki of 10 pM. Our results clearly indicate differences in the specificity of interaction between the N-terminal region of cystatin C and cathepsins B, H, L and S, and that, although cystatin C has evolved to be a good inhibitor of all of the mammalian cysteine proteinases, more specific inhibitors of the individual enzymes can be engineered.

Amino Acid Substitution↗

Origin of the different pH activity profile in two homologous ketosteroid isomerases.

Two homologous Delta5-3-ketosteroid isomerases from Comamonas testosteroni (TI-WT) and Pseudomonas putida biotype B (PI-WT) exhibit different pH activity profiles. TI-WT loses activity below pH 5.0 due to the protonation of the conserved catalytic base, Asp-38, while PI-WT does not. Based on the structural analysis of PI-WT, the critical catalytic base, Asp-38, was found to form a hydrogen bond with the indole ring NH of Trp-116, which is homologously replaced with Phe-116 in TI-WT. To investigate the role of Trp-116, we prepared the F116W mutant of TI-WT (TI-F116W) and the W116F mutant of PI-WT (PI-W116F) and compared kinetic parameters of those mutants at different pH levels. PI-W116F exhibited significantly decreased catalytic activity at acidic pH like TI-WT, whereas TI-F116W maintained catalytic activity at acidic pH like PI-WT and increased the kcat/Km value by 2.5- to 4.7-fold compared with TI-WT at pH 3.8. The crystal structure of TI-F116W clearly showed that the indole ring NH of Trp-116 could form a hydrogen bond with the carboxyl oxygen of Asp-38 like that of PI-WT. The present results demonstrate that the activities of both PI-WT and TI-F116W at low pH were maintained by a tryptophan, which was able not only to lower the pKa value of the catalytic base but also to increase the substrate affinity. This is one example of the strategy nature can adopt to evolve the diversity of the catalytic function in the enzymes. Our results provide insight into deciphering the molecular evolution of the enzyme and creating novel enzymes by protein engineering.

Aspartic Acid↗

Exploring the diversity of complex metabolic networks.

MOTIVATION: Metabolism, the network of chemical reactions that make life possible, is one of the most complex processes in nature. We describe here the development of a computational approach for the identification of every possible biochemical reaction from a given set of enzyme reaction rules that allows the de novo synthesis of metabolic pathways composed of these reactions, and the evaluation of these novel pathways with respect to their thermodynamic properties. RESULTS: We applied this framework to the analysis of the aromatic amino acid pathways and discovered almost 75,000 novel biochemical routes from chorismate to phenylalanine, more than 350,000 from chorismate to tyrosine, but only 13 from chorismate to tryptophan. Thermodynamic analysis of these pathways suggests that the native pathways are thermodynamically more favorable than the alternative possible pathways. The pathways generated involve compounds that exist in biological databases, as well as compounds that exist in chemical databases and novel compounds, suggesting novel biochemical routes for these compounds and the existence of biochemical compounds that remain to be discovered or synthesized through enzyme and pathway engineering. AVAILABILITY: Framework will be available via web interface at http://systemsbiology.northwestern.edu/BNICE (site under construction). CONTACT: vassily@northwestern.edu or broadbelt@northwestern.edu SUPPLEMENTARY INFORMATION: http://systemsbiology.northwestern.edu/BNICE/publications.

Amino Acids, Aromatic↗