Biology subjects

Bruner, S. D.

Publications and source records attributed to Bruner, S. D..

8 recordsLinked to original sources

bioRxiv2025

High-throughput Activity Reprogramming of Proteases (HARP)

Developing potent and selective protease inhibitors remains a grueling, iterative, and often unsuccessful endeavor. Although macromolecular inhibitors can achieve single-enzyme specificity, platforms used for macromolecular inhibitor discovery are optimized for high-affinity binders, requiring extensive downstream biochemical characterization to isolate rare inhibitors. Here, we developed the High-throughput Activity Reprogramming of Proteases (HARP) platform, HARP is a yeast-based functional screen that isolates protease-inhibitory macromolecules from large libraries by coupling their inhibition of endoplasmic reticulum-resident proteases to a selectable phenotype on the cell surface. Endowed with high dynamic range and resolution, HARP enabled the isolation of low-nanomolar-range inhibitory nanobodies against tobacco etch virus protease and human kallikrein 6, including a rare 7.6 nM KI TEVp uncompetitive inhibitor. Structural modeling and deep sequencing all provide insights into the molecular determinants of inhibitors and reinforce HARPs foundational findings. Overall, HARP is a premier platform for discovering modulatory macromolecules from various synthetic scaffolds against enzyme targets. Graphical AbstractO_ST_ABSWorkflow of HARPC_ST_ABSA yeast-based reporter of the interaction between a protease, its canonical substrate, and a modulator library within the yeast cell. Quantifying this interaction occurs by fluorescently labeling the displayed substrate cassettes on the surface of the cells, where the desired function (correlating with phenotype) can be selected using fluorescent-activated cell sorting (FACS). Isolated populations are sequenced and purified in preparation for secondary characterization to determine modulator effects and interaction strengths between the modulator and the protease target.

synthetic biology↗

bioRxiv2024

A scalable genetic tool for the functional analysis of the signal recognition particle.

Mutations in the SRP54 gene are linked to the pathophysiology of severe congenital neutropenia (SCN). SRP54 is a key protein comprising one of the six protein subunits of the signal recognition particle responsible for co-translational targeting of proteins to the ER; mutations in SRP54 disrupt this process. Crystal structures and biochemical characterization of a few SRP54 mutants provide insights into how SRP54 mutations affect its function. However, to date, no scalable, flexible platform exists to study the sequence-structure-function relationships of SRP54 mutations and perform functional genomics and genome-wide association studies. In this work, we established a haploid model in Saccharomyces cerevisiae based on inducible gene expression that allows these relationships to be studied. We employed this model to test the function of orthologous clinical mutations to demonstrate the models suitability for studying SCN. Lastly, we demonstrate the suspected dominant-negative phenotypes associated with SRP54 mutants. In doing so, we discovered for the first time that the most common yeast orthologous clinical mutation, S125del (T117del human orthologue) displayed the least severe growth defect while the less common G234E mutant (G226E human orthologue) displayed the most severe growth defect. The ability of this haploid model to recapitulate these phenotypes while remaining amenable to high-throughput screening approaches makes it a powerful tool for studying SRP54. Furthermore, the methodology used to create this model may also be used to study other human diseases involving essential and quasi-essential genes. TakeawayO_LIThe constitutively expressed quasi-essential native SRP54 gene in yeast is replaced with an aldosterone-inducible version, making a yeast haploid strain, LFL001, that requires aldosterone for growth. C_LIO_LIStrains developed in this work corroborated that yeast SRP54 mutations exhibit dominant-negative phenotypes. C_LIO_LIThe LFL000 and LFL001 yeast strains developed here are uniquely positioned to interrogate sequence-structure-function relationships of SRP54. C_LI

synthetic biology↗

bioRxiv2022

Directed evolution of aerotolerance in sulfide-dependent thiazole synthases

Sulfide-dependent THI4 thiazole synthases could potentially be used to replace plant cysteine-dependent suicide THI4s, whose high protein turnover rates make thiamin synthesis exceptionally energy-expensive. However, sulfide-dependent THI4s are anaerobic or microoxic enzymes and hence unadapted to the aerobic conditions in plants; they are also slow enzymes (kcat <1 h-1). To improve aerotolerance and activity, we applied continuous directed evolution under aerobic conditions in the yeast OrthoRep system to two sulfide-dependent bacterial THI4s. Six beneficial single mutations were identified, of which five lie in the active-site cleft predicted by structural modeling and two recapitulate features of naturally aerotolerant THI4s. That single mutations gave substantial improvements suggests that further advance under selection will be possible by stacking mutations. This proof-of-concept study established that the performance of sulfide-dependent THI4s in aerobic conditions is evolvable and, more generally, that yeast OrthoRep provides a plant-like bridge to adapt nonplant enzymes to work better in plants.

synthetic biology↗

bioRxiv2021

Metabolite Damage and Damage-Control in a Minimal Genome

Analysis of the genes retained in the minimized Mycoplasma JCVI-Syn3A genome established that systems that repair or preempt metabolite damage are essential to life. Several genes with known metabolite damage repair or preemption functions were identified and experimentally validated, including 5-formyltetrahydrofolate cyclo-ligase, CoA disulfide reductase, and certain hydrolases. Furthermore, we discovered that an enigmatic YqeK hydrolase domain fused to NadD has a novel proofreading function in NAD synthesis and could double as a MutT-like sanitizing enzyme for the nucleotide pool. Finally, we combined metabolomics and cheminformatics approaches to extend the core metabolic map of JCVI-Syn3A to include promiscuous enzymatic reactions and spontaneous side reactions. This extension revealed that several key metabolite damage-control systems remain to be identified in JCVI-Syn3A, such as that for methylglyoxal.

microbiology↗

bioRxiv2021

Using Continuous Directed Evolution to Improve Enzymes for Plant Applications

Continuous directed evolution of enzymes and other proteins in microbial hosts is capable of outperforming classical directed evolution by executing hypermutation and selection concurrently in vivo, at scale, with minimal manual input. Provided that a target enzymes activity can be coupled to growth of the host cells, the activity can be improved simply by selecting for growth. Like all directed evolution, the continuous version requires no prior mechanistic knowledge of the target. Continuous directed evolution is thus a powerful new way to modify plant or non-plant enzymes for use in plant metabolic research and engineering. Here, we first describe the basic features of the Saccharomyces cerevisiae OrthoRep system for continuous directed evolution and compare it briefly with other systems. We then give a step-by-step account of three ways in which OrthoRep can be deployed to evolve primary metabolic enzymes, using a THI4 thiazole synthase as an example and illustrating the mutational outcomes obtained. We close by outlining applications of OrthoRep that serve growing demands (i) to change the characteristics of plant enzymes destined for return to plants, and (ii) to adapt ( plantize) enzymes from prokaryotes - especially exotic prokaryotes - to function well in mild, plant-like conditions. One-sentence summaryContinuous directed evolution using the yeast OrthoRep system is a powerful new way to improve enzymes for use in plant engineering as illustrated by plantizing a bacterial thiamin synthesis enzyme..

synthetic biology↗

bioRxiv2021

Structure and function of aerotolerant, multiple-turnover THI4 thiazole synthases

Plant and fungal THI4 thiazole synthases produce the thiamin thiazole moiety in aerobic conditions via a single-turnover suicide reaction that uses an active-site Cys residue as sulfur donor. Multipleturnover (i.e. catalytic) THI4s lacking an active-site Cys (non-Cys THI4s) that use sulfide as sulfur donor have been characterized - but only from archaeal methanogens that are anaerobic, O2-sensitive hyperthermophiles from sulfide-rich habitats. These THI4s prefer iron as cofactor. A survey of prokaryote genomes uncovered non-Cys THI4s in aerobic mesophiles from sulfide-poor habitats, suggesting that multiple-turnover THI4 operation is possible in aerobic, mild, low-sulfide conditions. This was confirmed by testing 23 representative non-Cys THI4s for complementation of an Escherichia coli {Delta}thiG thiazole auxotroph in aerobic conditions. Sixteen were clearly active, and more so when intracellular sulfide level was raised by supplying Cys, demonstrating catalytic function in the presence of O2 at mild temperatures and indicating use of sulfide or a sulfide metabolite as sulfur donor. Comparative genomic evidence linked non-Cys THI4s with proteins from families that bind, transport, or metabolize cobalt or other heavy metals. The crystal structure of the aerotolerant bacterial Thermovibrio ammonificans THI4 was determined to probe the molecular basis of aerotolerance. The structure suggested no large deviations compared to the structures of THI4s from O2-sensitive methanogens, but is consistent with an alternative catalytic metal. Together with complementation data, the use of cobalt rather than iron was supported. We conclude that catalytic THI4s can indeed operate aerobically and that the metal cofactor inserted is a likely natural determinant of aerotolerance.

synthetic biology↗

bioRxiv2020

Thioproline formation as a driver of formaldehyde toxicity in Escherichia coli

Formaldehyde (HCHO) is a reactive carbonyl compound that formylates and cross-links proteins, DNA, and small molecules. It is of specific concern as a toxic intermediate in the design of engineered pathways involving methanol oxidation or formate reduction. The high interest in engineering these pathways is not, however, matched by engineering-relevant information on precisely why HCHO is toxic or on what damage-control mechanisms cells deploy to manage HCHO toxicity. The only well-defined mechanism for managing HCHO toxicity is formaldehyde dehydrogenase-mediated oxidation to formate, which is counterproductive if HCHO is a desired pathway intermediate. We therefore sought alternative HCHO damage-control mechanisms via comparative genomic analysis. This analysis associated homologs of the Escherichia coli pepP gene with HCHO-related one-carbon metabolism. Furthermore, deleting pepP increased the sensitivity of E. coli to supplied HCHO but not other carbonyl compounds. PepP is a proline aminopeptidase that cleaves peptides of the general formula X-Pro-Y, yielding X + Pro-Y. HCHO is known to react spontaneously with cysteine to form the close proline analog thioproline (thiazolidine-4-carboxylate), which is incorporated into proteins and hence into proteolytic peptides. We therefore hypothesized that thioproline-containing peptides are toxic and that PepP cleaves these aberrant peptides. Supporting this hypothesis, PepP cleaved the model peptide Ala-thioproline-Ala as efficiently as Ala-Pro-Ala in vitro and in vivo, and deleting pepP increased sensitivity to supplied thioproline. Our data thus (i) provide biochemical genetic evidence that thioproline formation contributes substantially to HCHO toxicity and (ii) make PepP a candidate damage-control enzyme for engineered pathways having HCHO as an intermediate.

biochemistry↗

bioRxiv2018

The Structure of Oxalate Decarboxylase at its Active pH

Oxalate decarboxylase catalyzes the redox-neutral unimolecular disproportionation reaction of oxalic acid. The pH maximum for catalysis is ~4.0 and activity is negligible above pH7. Here we report on the first crystal structure of the enzyme in its active pH range at pH4.6, and at a resolution of 1.45 [A], the highest to date. The fundamental tertiary and quaternary structure of the enzyme does not change with pH. However, the low pH crystals are heterogeneous containing both a closed and open conformation of a flexible loop region which gates access to the N-terminal active site cavity. Residue E162 in the closed conformation points away from the active-site Mn ion owing to the coordination of a buffer molecule, acetate. Since the quaternary structure of the enzyme appears unaffected by pH many conclusions drawn from the structures taken at high pH remain valid. Density functional theory calculations of the possible binding modes of oxalate to the N-terminal Mn ion demonstrate that both mono- and bi-dentate coordination modes are possible in the closed conformation with an energetic preference for the bidentate binding mode. The simulations suggest that R92 plays an important role as a guide for positioning the substrate in its catalytically competent orientation. A strong hydrogen bond is seen between the bi-dentate bound substrate and E101, one of the coordinating ligands for the N-terminal Mn ion. This suggests a more direct role of E101 as a transient base during the first step of catalysis.

biophysics↗