Evolution Of Enzymes Research Articles

Commemorating Frances Arnold

Frances H. Arnold is the Linus Pauling Professor of Chemical Engineering, Bioengineering, and Biochemistry at the California Institute of Technology, and Director of Caltech’s Rosen Bioengineering Center. Anyone reading this Retrospective probably knows that Frances was awarded the Nobel Prize in Chemistry in 2018 for the directed evolution of enzymes. She is also only the fifth woman to ever win this prize, and the First American woman to win it. The list of Frances’ prior honors and awards is extensive and astounding, and includes elections to the National Academy of Engineering (2000), the National Academy of Medicine (2004), and the National Academy of Sciences (2008) (the first woman to be elected to all three), the 2011 NAE Draper Prize (the first woman to receive it), and the 2016 Millennium Technology Prize (first woman to win). At the time of this writing, Google Scholar reports her co-authored publications receiving over 50,000 citations, with an h-index of 122. She is co-founder of Gevo, Inc. (producing carbon-neutral biofuels) and Provivi (producing environmentally safe biopesticides), and was recently appointed to the board of directors for Alphabet, Inc. (the parent company of Google).

Reactivity of Metabolic Intermediates and Cofactor Stability under Model Early Earth Conditions.

Understanding the emergence of metabolic pathways is key to unraveling the factors that promoted the origin of life. One popular view is that protein cofactors acted as catalysts prior to the evolution of the protein enzymes with which they are now associated. We investigated the stability of acetyl coenzyme A (Acetyl Co-A, the group transfer cofactor in citric acid synthesis in the TCA cycle) under early Earth conditions, as well as whether Acetyl Co-A or its small molecule analogs thioacetate or acetate can catalyze the transfer of an acetyl group onto oxaloacetate in the absence of the citrate synthase enzyme. Several different temperatures, pH ranges, and compositions of aqueous environments were tested to simulate the Earth's early ocean and its possible components; the effect of these variables on oxaloacetate and cofactor chemistry were assessed under ambient and anoxic conditions. The cofactors tested are chemically stable under early Earth conditions, but none of the three compounds (Acetyl Co-A, thioacetate, or acetate) promoted synthesis of citric acid from oxaloacetate under the conditions tested. Oxaloacetate reacted with itself and/or decomposed to form a sequence of other products under ambient conditions, and under anoxic conditions was more stable; under ambient conditions the specific chemical pathways observed depended on the environmental conditions such as pH and presence/absence of bicarbonate or salt ions in early Earth ocean simulants. This work demonstrates the stability of these metabolic intermediates under anoxic conditions. However, even though free cofactors may be stable in a geological environmental setting, an enzyme or other mechanism to promote reaction specificity would likely be necessary for at least this particular reaction to proceed.

Molecular mechanisms of vancomycin resistance

Vancomycin and related glycopeptides are drugs of last resort for the treatment of severe infections caused by Gram-positive bacteria such as Enterococcus species, Staphylococcus aureus, and Clostridium difficile. Vancomycin was long considered immune to resistance due to its bactericidal activity based on binding to the bacterial cell envelope rather than to a protein target as is the case for most antibiotics. However, two types of complex resistance mechanisms, each comprised of a multi-enzyme pathway, emerged and are now widely disseminated in pathogenic species, thus threatening the clinical efficiency of vancomycin. Vancomycin forms an intricate network of hydrogen bonds with the d-Ala-d-Ala region of Lipid II, interfering with the peptidoglycan layer maturation process. Resistance to vancomycin involves degradation of this natural precursor and its replacement with d-Ala-d-lac or d-Ala-d-Ser alternatives to which vancomycin has low affinity. Through extensive research over 30 years after the initial discovery of vancomycin resistance, remarkable progress has been made in molecular understanding of the enzymatic cascades responsible. Progress has been driven by structural studies of the key components of the resistance mechanisms which provided important molecular understanding such as, for example, the ability of this cascade to discriminate between vancomycin sensitive and resistant peptidoglycan precursors. Important structural insights have been also made into the molecular evolution of vancomycin resistance enzymes. Altogether this molecular data can accelerate inhibitor discovery and optimization efforts to reverse vancomycin resistance. Here, we overview our current understanding of this complex resistance mechanism with a focus on the structural and molecular aspects.

Evolution of Photorespiratory Glycolate Oxidase among Archaeplastida.

Photorespiration has been shown to be essential for all oxygenic phototrophs in the present-day oxygen-containing atmosphere. The strong similarity of the photorespiratory cycle in cyanobacteria and plants led to the hypothesis that oxygenic photosynthesis and photorespiration co-evolved in cyanobacteria, and then entered the eukaryotic algal lineages up to land plants via endosymbiosis. However, the evolutionary origin of the photorespiratory enzyme glycolate oxidase (GOX) is controversial, which challenges the common origin hypothesis. Here, we tested this hypothesis using phylogenetic and biochemical approaches with broad taxon sampling. Phylogenetic analysis supported the view that a cyanobacterial GOX-like protein of the 2-hydroxy-acid oxidase family most likely served as an ancestor for GOX in all eukaryotes. Furthermore, our results strongly indicate that GOX was recruited to the photorespiratory metabolism at the origin of Archaeplastida, because we verified that Glaucophyta, Rhodophyta, and Streptophyta all express GOX enzymes with preference for the substrate glycolate. Moreover, an “ancestral” protein synthetically derived from the node separating all prokaryotic from eukaryotic GOX-like proteins also preferred glycolate over l-lactate. These results support the notion that a cyanobacterial ancestral protein laid the foundation for the evolution of photorespiratory GOX enzymes in modern eukaryotic phototrophs.

How enzyme promiscuity and horizontal gene transfer contribute to metabolic innovation.

Promiscuity is the coincidental ability of an enzyme to catalyze its native reaction and additional reactions that are not biological functions in the same active site. Promiscuity plays a central role in enzyme evolution and is thus a useful property for protein and metabolic engineering. This review examines enzyme evolution holistically, beginning with evaluating biochemical support for four enzyme evolution models. As expected, there is strong biochemical support for the subfunctionalization and innovation-amplification-divergence models, in which promiscuity is a central feature. In many cases, however, enzyme evolution is more complex than the models indicate, suggesting much is yet to be learned about selective pressures on enzyme function. A complete understanding of enzyme evolution must also explain the ability of metabolic networks to integrate new enzyme activities. Hidden within metabolic networks are underground metabolic pathways constructed from promiscuous activities. We discuss efforts to determine the diversity and pervasiveness of underground metabolism. Remarkably, several studies have discovered that some metabolic defects can be repaired via multiple underground routes. In prokaryotes, metabolic innovation is driven by connecting enzymes acquired by horizontal gene transfer (HGT) into the metabolic network. Thus, we end the review by discussing how the combination of promiscuity and HGT contribute to evolution of metabolism in prokaryotes. Future studies investigating the contribution of promiscuity to enzyme and metabolic evolution will need to integrate deeper probes into the influence of evolution on protein biophysics, enzymology, and metabolism with more complex and realistic evolutionary models. ENZYMES: lactate dehydrogenase (EC 1.1.1.27), malate dehydrogenase (EC 1.1.1.37), OSBS (EC 4.2.1.113), HisA (EC 5.3.1.16), TrpF, PriA (EC 5.3.1.24), R-mandelonitrile lyase (EC 4.1.2.10), Maleylacetate reductase (EC 1.3.1.32).

In vivo directed enzyme evolution in nanoliter reactors with antimetabolite selection

Scoring changes in enzyme or pathway performance by their effect on growth behavior is a widely applied strategy for identifying improved biocatalysts. While in directed evolution this strategy is powerful in removing non-functional catalysts in selections, measuring subtle differences in growth behavior remains difficult at high throughput, as it is difficult to focus metabolic control on only one or a few enzymatic steps over the entire process of growth-based discrimination. Here, we demonstrate successful miniaturization of a growth-based directed enzyme evolution process. For cultivation of library clones we employed optically clear gel-like microcarriers of nanoliter volume (NLRs) as reaction vessels and used fluorescence-assisted particle sorting to estimate the growth behavior of each of the gel-embedded clones in a highly parallelized fashion. We demonstrate that the growth behavior correlates with the desired improvements in enzyme performance and that we can fine-tune selection stringency by including an antimetabolite in the assay. As a model enzyme reaction, we improve the racemization of ornithine, a possible starting block for the large-scale synthesis of sulphostin, by a broad-spectrum amino acid racemase and confirm the discriminatory power by showing that even moderately improved enzyme variants can be readily identified.

Design and Application of an Artificial Hybrid PromoterPluxI-lacOin Genetic Circuit to Achieve Lower Basal Expression Level.

Quorum quenching (QQ) enzymes, which degrade signaling molecules so as to disrupt the quorum sensing signaling process, have drawn much attention as alternative antimicrobial agents. However, the screening methods for evolution of such enzymes through constructing genetic circuits remain a challenge for its relatively high false positive rates caused by the higher basal expression level of the naturally acquired promoter. Thus, we presented an improved genetic circuit by introducing an artificial hybrid promoter PluxI-lacO combining PlacO originated from lactose promoter with QS regulatory promoter PluxI to control the expression of reporter gene rfp. Herein, we investigated the effect of various expression strengths of suppressive protein LacI and signaling molecule AHL on the expression of rfp. We found that the effect AHL exerted on the expression of rfp outweighed that from IPTG. The results also demonstrated that our genetic circuit could achieve the lower basal expression level of reporter gene and could respond to the expression of AiiA. The resulting circuits show the potential for screening the evolved AiiA more efficiently by virtue of inherent low basal expression level.

Bacterial catabolism of s-triazine herbicides: biochemistry, evolution and application.

The synthetic s-triazines are abundant, nitrogen-rich, heteroaromatic compounds used in a multitude of applications including, herbicides, plastics and polymers, and explosives. Their presence in the environment has led to the evolution of bacterial catabolic pathways in bacteria that allow use of these anthropogenic chemicals as a nitrogen source that supports growth. Herbicidal s-triazines have been used since the mid-twentieth century and are among the most heavily used herbicides in the world, despite being withdrawn from use in some areas due to concern about their safety and environmental impact. Bacterial catabolism of the herbicidal s-triazines has been studied extensively. Pseudomonas sp. strain ADP, which was isolated more than thirty years after the introduction of the s-triazine herbicides, has been the model system for most of these studies; however, several alternative catabolic pathways have also been identified. Over the last five years, considerable detail about the molecular mode of action of the s-triazine catabolic enzymes has been uncovered through acquisition of their atomic structures. These structural studies have also revealed insights into the evolutionary origins of this newly acquired metabolic capability. In addition, s-triazine-catabolizing bacteria and enzymes have been used in a range of applications, including bioremediation of herbicides and cyanuric acid, introducing metabolic resistance to plants, and as a novel selectable marker in fermentation organisms. In this review, we cover the discovery and characterization of bacterial strains, metabolic pathways and enzymes that catabolize the s-triazines. We also consider the evolution of these new enzymes and pathways and discuss the practical applications that have been considered for these bacteria and enzymes. One Sentence Summary: A detailed understanding of bacterial herbicide catabolic enzymes and pathways offer new evolutionary insights and novel applied tools.

Methods for the detection and analysis of dioxygenase catalyzed dihydroxylation in mutant derived libraries.

Rieske non-heme iron dioxygenases (ROs) are promising candidates to perform dihydroxylation reactions, since they are capable to incorporate both atoms of molecular oxygen into vicinal non-activated CH bonds, endowing valuable products for pharmaceutical and chemical applications. ROs harbor attractive features such as, striking activity in combination with remarkable regio- and stereo-selectivity, wide reaction spectrum, and broad substrate scope. In order to identify, characterize, and enhance targeted features of dioxygenases and related oxygen dependent enzymes via enzyme engineering and evolution approaches, proper screening and analytical methods are essential to detect and to analyze the expected dihydroxylation activity. This chapter presents different methodologies suitable for the study of dihydroxylation reactions. Detailed descriptions of our established analytical protocols for both gas and liquid chromatography, as well as a colorimetric assay to detect dioxygenase activity are provided. In addition, a novel and reliable system for real-time detection of oxygen consumption, in vivo, is reported.

109 Anderson Fabry disease in CMR: twins by traditional tissue characterization, different by parametric mapping

Abstract Anderson Fabry disease (AFD) is an X-linked recessive lysosomal storage disease, caused by intracellular accumulation of glycosphingolipids due to deficiency of the enzyme α-galactosidase. The cardiac involvement carries a worse prognosis. Myocardial hypertrophy is the most common manifestation due to the intracellular accumulation of glycosphingolipids in myocytes. With disease progression the deposits are replaced by fibrosis although recent data suggest a chronic inflammation also independently to glycosphingolipids accumulation. Cardiac magnetic resonance (CMR) by tissue characterization using parametric mapping is a unique technique in evaluating AFD progression and in determining enzyme treatment indications and evolution under therapy. Heterozygous females are not asymptomatic carriers of the AFD mutation, they have a variable clinical presentation; disease expression in females is the result of random inactivation of the X chromosome. Female patients have a . This case provides an example of Fabry disease in a couple of sisters with a third sister with a diagnosis of AFD with cardiac, hepatic, and renal involvement. The youngest sister with a positive genetic test was symptomatic for chest pain, without any significant coronary arteries disease by coro CT. The ECG showed atrial fibrillation and sign for LVH confirmed by echocardiography. The traditional CMR study by SSFP cine images and LGE technique showed an increased thickness in the basal infero-lateral wall (15 mm) and the anterior interventricular septum (14 mm) with midwall fibrosis in the basal infero-lateral wall (Fig. 1 A, B). The oldest sister with a positive genetic test was asyntomatic in AF. ECG and ECOC were aspecific. The traditional CMR study by SSFP cine images and LGE technique showed the same finding of the youngest sister (Fig. 2 A, B) By T1 mapping based on the normal cut off values of the Lab the older sister reported a short T1 global value (915 ms) and short T1 values in all segment with exception of lateral wall, mid and distal inferior segments and distal septum (Figure 1 C). Despite the presence of positive LGE in the basal infero-lateral wall the T1 value was normal in this segment due to a pseudo normalization related to the sphingolipid accumulation. Based on the CMR report she started the enzyme replacement therapy and the CMR follow was planned at 1 year. Conversely, the younger woman reported a long T1 value only in the basal infero-lateral wall with normal T1 value in all the other segments (Figure 2 C). The positive LGE in the basal infero-later segment (oedema/fibrosis) justifies the long T1 value in this no thickness segment. Based on the CMR report she did not start enzyme replacement therapy. Conclusion The case of this family show how quantitative parametric mapping could be a unique tool for the clinicians to adjust the therapy and plan the follow up of patients affected by AFD with cardiac involvement. Abstract 109 Figure.

Enrichment of rare events using a multi-parameter high throughput microfluidic droplet sorter.

High information content analysis, enrichment, and selection of rare events from a large population are of great importance in biological and biomedical research. The fluorescence lifetime of a fluorophore, a photophysical property which is independent of and complementary to fluorescence intensity, has been incorporated into various imaging and sensing techniques through microscopy, flow cytometry and droplet microfluidics. However, the throughput of fluorescence lifetime activated droplet sorting is orders of magnitude lower than that of fluorescence activated cell sorting, making it unattractive for applications such as directed evolution of enzymes, despite its highly effective compartmentalization of library members. We developed a microfluidic sorter capable of selecting fluorophores based on fluorescence lifetime and brightness at two excitation and emission colors at a maximum droplet rate of 2.5 kHz. We also present a novel selection strategy for efficiently analyzing and/or enriching rare fluorescent members from a large population which capitalizes on the Poisson distribution of analyte encapsulation into droplets. The effectiveness of the droplet sorter and the new selection strategy are demonstrated by enriching rare populations from a ∼108-member site-directed mutagenesis library of fluorescent proteins expressed in bacteria. This selection strategy can in principle be employed on many droplet sorting platforms, and thus can potentially impact broad areas of science where analysis and enrichment of rare events is needed.

Diter von Wettstein, Professor of Genetics and Master of Translating Science into Applications.

The present and subsequent chapters in this volume are dedicated to the life and research of Professor Diter von Wettstein who contributed immensely to the development of science and education. His contributions spanned various fields of science such as genetics, physiology, ultrastructural analysis, molecular biology, genomics, and biotechnology including genome editing. He performed and promoted pioneering research in the fields of epigenetics, directed evolution of enzymes, synthetic biology (promoter and gene optimizations), and genomics (genome sequencing of baker's yeast). Glimpses of his time at the Carlsberg Laboratory and Washington State University, with examples from the research performed at these institutions, are included in this chapter. His life is an inspiration to the next generation of biologists. Despite difficult situations, his persistent efforts and keen desire to learn enabled him to overcome obstacles. He always tried to attain the best, excelling in translating fundamental knowledge into applications.

Emulsion-based directed evolution of enzymes and proteins in yeast.

Emulsion-based selections are a unique type of directed evolution method that overcome common bottlenecks associated with purely in vivo selections. For example, emulsions including cell-free translation machinery can be useful for expression of toxic genes. However, not all cell types can efficiently produce protein in vitro, for example, the eukaryotic microbe Saccharomyces cerevisiae. compartmentalized self replication (CSR) and compartmentalized partnered replication (CPR) are two emulsion-based selection schemes that leverage the advantages of both in vivo and in vitro selections by compartmentalizing cells in water-in-oil droplets. Previous implementations of these methods utilized bacterial hosts, which has limited the technology to the directed evolution of proteins that can be heterologously expressed in prokaryotic systems. To expand the repertoire of targets that can be evolved, we have adapted emulsion-based PCR selections to be compatible with a eukaryotic host.

Advances in ultrahigh-throughput screening for directed enzyme evolution.

Enzymes are versatile catalysts and their synthetic potential has been recognized for a long time. In order to exploit their full potential, enzymes often need to be re-engineered or optimized for a given application. (Semi-) rational design has emerged as a powerful means to engineer proteins, but requires detailed knowledge about structure function relationships. In turn, directed evolution methodologies, which consist of iterative rounds of diversity generation and screening, can improve an enzyme's properties with virtually no structural knowledge. Current diversity generation methods grant us access to a vast sequence space (libraries of >1012 enzyme variants) that may hide yet unexplored catalytic activities and selectivity. However, the time investment for conventional agar plate or microtiter plate-based screening assays represents a major bottleneck in directed evolution and limits the improvements that are obtainable in reasonable time. Ultrahigh-throughput screening (uHTS) methods dramatically increase the number of screening events per time, which is crucial to speed up biocatalyst design, and to widen our knowledge about sequence function relationships. In this review, we summarize recent advances in uHTS for directed enzyme evolution. We shed light on the importance of compartmentalization to preserve the essential link between genotype and phenotype and discuss how cells and biomimetic compartments can be applied to serve this function. Finally, we discuss how uHTS can inspire novel functional metagenomics approaches to identify natural biocatalysts for novel chemical transformations.

Raman hyperspectral imaging with multivariate analysis for investigating enzyme immobilization.

Directed enzyme evolution has led to significant application of biocatalysis for improved chemical transformations throughout the scientific and industrial communities. Biocatalytic reactions utilizing evolved enzymes immobilized within microporous supports have realized unique advantages, including notably higher enzyme stability, higher enzyme load, enzyme reusability, and efficient product-enzyme separation. To date, limited analytical methodology is available to discern the spatial and chemical distribution of immobilized enzymes, in which techniques for surface visualization, enzyme stability, or activity are instead employed. New analytical tools to investigate enzyme immobilization are therefore needed. In this work, development, application, and evaluation of an analytical methodology to study enzyme immobilization is presented. Specifically, Raman hyperspectral imaging with principal component analysis, a multivariate method, is demonstrated for the first time to investigate evolved enzymes immobilized onto microporous supports for biocatalysis. Herein we demonstrate the ability to spatially and spectrally resolve evolved pantothenate kinase (PanK) immobilized onto two commercially-available, chemically-diverse porous resins. This analytical methodology is able to chemically distinguish evolved enzyme, resin, and chemical species pertinent to immobilization. As such, a new analytical approach to study immobilized biocatalysts is demonstrated, offering potential wide application for analysis of protein or biomolecule immobilization.

Web Alert: Microbial enzyme evolution in nature: An annotated selection of World Wide Web sites relevant to the topics in environmental microbiology.

Web Alert: Microbial enzyme evolution in nature: An annotated selection of World Wide Web sites relevant to the topics in environmental microbiology.

Optically guided mass spectrometry to screen microbial colonies for directed enzyme evolution.

Directed evolution is a well-established and powerful tool for enzyme engineering, which consists of iterative rounds of creating and screening a library of variants. In many cases, the ability to characterize these variants in high-throughput remains a bottleneck. In addition, profiling of desired candidates becomes even more challenging when engineering multiple enzymes in a biochemical pathway. In this chapter, we describe a label-free, high-throughput method for the engineering of multistep enzymatic reactions in bacterial colonies via optically guided matrix-assisted laser desorption/ionization time-of-flight (MALDI-ToF) mass spectrometry (MS). This method is able to detect products, reactants, and byproducts with high sensitivity and accuracy. We demonstrate its effectiveness in two applications related to natural product biosynthesis, including facile creation of analog of the peptidic antibiotic plantazolicin and rapid profiling of congeners of rhamnolipid. Computational algorithms were developed to process and visualize the resulting mass spectral data sets. In both cases, improved MS acquisition efficiency and information-rich insights were obtained through this technique on large populations of colonies at a rate of 1-2.5s per colony. This method should be generally applicable to high-throughput phenotyping of microbial libraries from a wide range of enzymatic reactions.

Preparative and Kinetic Analysis of β-1,4- and β-1,3-Glucan Phosphorylases Informs Access to Human Milk Oligosaccharide Fragments and Analogues Thereof.

The enzymatic synthesis of oligosaccharides depends on the availability of suitable enzymes, which remains a limitation. Without recourse to enzyme engineering or evolution approaches, herein we demonstrate the ability of wild‐type cellodextrin phosphorylase (CDP: β‐1,4‐glucan linkage‐dependent) and laminaridextrin phosphorylase (Pro_7066: β‐1,3‐glucan linkage‐dependent) to tolerate a number of sugar‐1‐ phosphate substrates, albeit with reduced kinetic efficiency. In spite of catalytic efficiencies of <1 % of the natural reactions, we demonstrate the utility of given phosphorylase–sugar phosphate pairs to access new‐to‐nature fragments of human milk oligosaccharides, or analogues thereof, in multi‐milligram quantities.

Local and nonlocal phase-field models of tumor growth and invasion due to ECM degradation

We present and analyze new multi-species phase-field mathematical models of tumor growth and ECM invasion. The local and nonlocal mathematical models describe the evolution of volume fractions of tumor cells, viable cells (proliferative and hypoxic cells), necrotic cells, and the evolution of matrix-degenerative enzyme (MDE) and extracellular matrix (ECM), together with chemotaxis, haptotaxis, apoptosis, nutrient distribution, and cell-to-matrix adhesion. We provide a rigorous proof of the existence of solutions of the coupled system with gradient-based and adhesion-based haptotaxis effects. In addition, we discuss finite element discretizations of the model, and we present the results of numerical experiments designed to show the relative importance and roles of various effects, including cell mobility, proliferation, necrosis, hypoxia, and nutrient concentration on the generation of MDEs and the degradation of the ECM.

Integrating enzyme evolution and high-throughput screening for efficient biosynthesis of L-DOPA.

L-DOPA is a key pharmaceutical agent for treating Parkinson's, and market demand has exploded due to the aging population. There are several challenges associated with the chemical synthesis of L-DOPA, including complicated operation, harsh conditions, and serious pollution. A biocatalysis route for L-DOPA production is promising, especially via a route catalyzed by tyrosine phenol lyase (TPL). In this study, using TPL derived from Erwinia herbicola (Eh-TPL), a mutant Eh-TPL was obtained by integrating enzyme evolution and high-throughput screening methods. L-DOPA production using recombinant Escherichia coli BL21 (DE3) cells harbouring mutant Eh-TPL was enhanced by 36.5% in shake flasks, and the temperature range and alkali resistance of the Eh-TPL mutant were promoted. Sequence analysis revealed two mutated amino acids in the mutant (S20C and N161S), which reduced the length of a hydrogen bond and generated new hydrogen bonds. Using a fed-batch mode for whole-cell catalysis in a 5 L bioreactor, the titre of L-DOPA reached 69.1gL-1 with high productivity of 11.52gL-1h-1, demonstrating the great potential of Eh-TPL variants for industrial production of L-DOPA.