Insights into the Dynamic Structural Properties of a Lanthipeptide Synthetase using Hydrogen-Deuterium Exchange Mass Spectrometry

Hydrogen-Deuterium Exchange Mass Spectrometry Identifies Local and Long-Distance Interactions within the Multicomponent Radical SAM Enzyme, PqqE

Interactions among proteins and peptides are essential for many biological activities including the tailoring of peptide substrates to produce natural products. The first step in the production of the bacterial redox cofactor pyrroloquinoline quinone (PQQ) from its peptide precursor is catalyzed by a radical SAM (rSAM) enzyme, PqqE. We describe the use of hydrogen-deuterium exchange mass spectrometry (HDX-MS) to characterize the structure and conformational dynamics in the protein-protein and protein-peptide complexes necessary for PqqE function. HDX-MS-identified hotspots can be discerned in binary and ternary complex structures composed of the peptide PqqA, the peptide-binding chaperone PqqD, and PqqE. Structural conclusions are supported by size-exclusion chromatography coupled to small-angle X-ray scattering (SEC-SAXS). HDX-MS further identifies reciprocal changes upon the binding of substrate peptide and S-adenosylmethionine (SAM) to the PqqE/PqqD complex: long-range conformational alterations have been detected upon the formation of a quaternary complex composed of PqqA/PqqD/PqqE and SAM, spanning nearly 40 Å, from the PqqA binding site in PqqD to the PqqE active site Fe4S4. Interactions among the various regions are concluded to arise from both direct contact and distal communication. The described experimental approach can be readily applied to the investigation of protein conformational communication among a large family of peptide-modifying rSAM enzymes.

The conformationally dynamic structural biology of lanthipeptide biosynthesis

Lanthipeptide synthetases are fascinating biosynthetic enzymes that install intramolecular thioether bridges into genetically encoded peptides, typically endowing the peptide with therapeutic properties. The factors that control the macrocyclic topology of lanthipeptides are numerous and remain difficult to predict and manipulate. The key challenge in this endeavor derives from the vast conformational space accessible to the disordered precursor lanthipeptide, which can be manipulated in subtle ways by interaction with the cognate synthetase. This review explores the unique strategies employed by each of the five phylogenetically divergent classes of lanthipeptide synthetase to manipulate and exploit the dynamic lanthipeptide conformational ensemble, collectively enabling these biosynthetic enzymes to guide peptide maturation along specific trajectories to products with distinct macrocyclic topology and biological activity.

Exploring the Heterogeneous Structural Dynamics of Class II Lanthipeptide Synthetases with Hydrogen-Deuterium Exchange Mass Spectrometry (HDX-MS)

Class II lanthipeptide synthetases (LanM enzymes) catalyze the installation of multiple thioether bridges into genetically encoded peptides to produce macrocyclic lanthipeptides, a class of biologically active natural products. Collectively, LanM enzymes install thioether rings of different sizes, topologies, and stereochemistry into a vast array of different LanA precursor peptide sequences. The factors that govern the outcome of the LanM-catalyzed reaction cascade are not fully characterized but are thought to involve both intermolecular interactions and intramolecular conformational changes in the [LanM:LanA] Michaelis complex. To test this hypothesis, we have combined AlphaFold modeling with hydrogen-deuterium exchange mass spectrometry (HDX-MS) analysis of a small collection of divergent LanM/LanA systems to investigate the similarities and differences in their conformational dynamic properties. Our data indicate that LanA precursor peptide binding triggers relatively conserved changes in the structural dynamics of the LanM dehydratase domain, supporting the existence of a similar leader peptide binding mode across the LanM family. In contrast, changes induced in the dynamics of the LanM cyclase domain were more highly variable between enzymes, perhaps reflecting different peptide-cyclase interactions and/or different modes of allosteric activation in class II lanthipeptide biosynthesis. Our analysis highlights the ability of the emerging AlphaFold platform to predict protein-peptide interactions that are supported by other lines of experimental evidence. The combination of AlphaFold modeling with HDX-MS analysis should emerge as a useful approach for investigating other conformationally dynamic enzymes involved in peptide natural product biosynthesis.

Accurate Models of Substrate Preferences of Post-Translational Modification Enzymes from a Combination of mRNA Display and Deep Learning

Promiscuous post-translational modification (PTM) enzymes often display nonobvious substrate preferences by acting on diverse yet well-defined sets of peptides and/or proteins. Understanding of substrate fitness landscapes for PTM enzymes is important in many areas of contemporary science, including natural product biosynthesis, molecular biology, and biotechnology. Here, we report an integrated platform for accurate profiling of substrate preferences for PTM enzymes. The platform features (i) a combination of mRNA display with next-generation sequencing as an ultrahigh throughput technique for data acquisition and (ii) deep learning for data analysis. The high accuracy (>0.99 in each of two studies) of the resulting deep learning models enables comprehensive analysis of enzymatic substrate preferences. The models can quantify fitness across sequence space, map modification sites, and identify important amino acids in the substrate. To benchmark the platform, we performed profiling of a Ser dehydratase (LazBF) and a Cys/Ser cyclodehydratase (LazDEF), two enzymes from the lactazole biosynthesis pathway. In both studies, our results point to complex enzymatic preferences, which, particularly for LazBF, cannot be reduced to a set of simple rules. The ability of the constructed models to dissect such complexity suggests that the developed platform can facilitate a wider study of PTM enzymes.

Partially Modified Peptide Intermediates in Lanthipeptide Biosynthesis Alter the Structure and Dynamics of a Lanthipeptide Synthetase

Lanthipeptide synthetases construct macrocyclic peptide natural products by catalyzing an iterative cascade of post-translational modifications. Class II lanthipeptide synthetases (LanM enzymes) catalyze multiple rounds of peptide dehydration and thioether macrocycle formation in a manner that guides precursor peptide maturation to the biologically active final product with high fidelity. The mechanistic details underlying the contradictory phenomena of substrate flexibility coupled with high biosynthetic fidelity have proven challenging to illuminate. In this work, we employ mass spectrometry to investigate how the structure of a maturing precursor lanthipeptide (HalA2) influences the local and global structure of its cognate lanthipeptide synthetase (HalM2). Using enzymatically synthesized HalA2 peptides that contain sets of native thioether macrocycles, we employ ion mobility mass spectrometry (IM-MS) to show that HalA2 macrocyclization alters the conformational landscape of the HalM2 enzyme in a systematic manner. Hydrogen-deuterium exchange mass spectrometry (HDX-MS) studies show that local HalM2 structural dynamics also change in response to HalA2 post-translational modification. Notably, deuterium uptake in a critical HalM2 α-helical region depends on the number of thioether macrocycles present in the HalA2 core peptide. Binding of the isolated leader and core peptide portions of the modular HalA2 precursor led to a synergistic structuring of this α-helical region, providing evidence for distinct leader and core peptide binding sites that independently alter the dynamics of this functionally critical α-helix. The data support a mechanistic model where the sequential post-translational modification of HalA2 alters the conformational dynamics of HalM2 in regions of the enzyme that are known to be functionally critical.

Control of Nucleophile Chemoselectivity in Cyanobactin YcaO Heterocyclases PatD and TruD

Members of the YcaO superfamily are among the most common post-translational modification enzymes in natural product biosynthesis, with wide usage in biotechnology and synthetic biology applications. Here, we use domain-swapped chimeras and discovered unstructured regions in cyanobactin YcaOs that guide interactions with the substrates, governing access to interior amino acids in the substrates and explaining the chemoselectivity between PatD and TruD. These results define how the cyanobactin heterocyclases modify exceptionally sequence diverse substrates, yet with a high degree of positional and nucleophile selectivity.

Biochemical and biophysical investigation of the HalM2 lanthipeptide synthetase using mass spectrometry

The rapid emergence of antimicrobial resistance in clinical settings has called for renewed efforts to discover and develop new antimicrobial compounds. Lanthipeptides present a promising, genetically encoded molecular scaffold for the engineering of structurally complex, biologically active peptides. These peptide natural products are constructed by enzymes (lanthipeptide synthetases) with relaxed substrate specificity that iteratively modify the precursor lanthipeptide to generate structures with defined sets of thioether macrocycles. The mechanistic features that guide the maturation of lanthipeptides into their proper, fully modified forms are obscured by the complexity of the multistep maturation and the large size and dynamic structures of the synthetases and precursor peptides. Over the past several years, our lab has been developing a suite of mass spectrometry-based techniques that are ideally suited to untangling the complex reaction sequences and molecular interactions that define lanthipeptide biosynthesis. This review focuses on our development and application of these mass spectrometry-based techniques to investigate the biochemical, kinetic, and biophysical properties of the haloduracin β class II lanthipeptide synthetase, HalM2.

Hydrogen/Deuterium Exchange Measurements May Provide an Incomplete View of Protein Dynamics: a Case Study on Cytochrome c

Many aspects of protein function rely on conformational fluctuations. Hydrogen/deuterium exchange (HDX) mass spectrometry (MS) provides a window into these dynamics. Despite the widespread use of HDX-MS, it remains unclear whether this technique provides a truly comprehensive view of protein dynamics. HDX is mediated by H-bond-opening/closing events, implying that HDX methods provide an H-bond-centric view. This raises the question if there could be fluctuations that leave the H-bond network unaffected, thereby rendering them undetectable by HDX-MS. We explore this issue in experiments on cytochrome c (cyt c). Compared to the Fe(II) protein, Fe(III) cyt c shows enhanced deuteration on both the distal and proximal sides of the heme. Previous studies have attributed the enhanced dynamics of Fe(III) cyt c to the facile and reversible rupture of the distal M80-Fe(III) bond. Using molecular dynamics (MD) simulations, we conducted a detailed analysis of various cyt c conformers. Our MD data confirm that rupture of the M80-Fe(III) contact triggers major reorientation of the distal Ω loop. Surprisingly, this event takes place with only miniscule H-bonding alterations. In other words, the distal loop dynamics are almost "HDX-silent". Moreover, distal loop movements cannot account for enhanced dynamics on the opposite (proximal) side of the heme. Instead, enhanced deuteration of Fe(III) cyt c is attributed to sparsely populated conformers where both the distal (M80) and proximal (H18) coordination bonds have been ruptured, along with opening of numerous H-bonds on both sides of the heme. We conclude that there can be major structural fluctuations that are only weakly coupled to changes in H-bonding, making them virtually impossible to track by HDX-MS. In such cases, HDX-MS may provide an incomplete view of protein dynamics.

Structural Dynamics of Cytochrome P450 3A4 in the Presence of Substrates and Cytochrome P450 Reductase

Cytochrome P450 3A4 (CYP3A4) is the most important drug-metabolizing enzyme in humans and has been associated with harmful drug interactions. The activity of CYP3A4 is known to be modulated by several compounds and by the electron transfer partner, cytochrome P450 reductase (CPR). The underlying mechanism of these effects, however, is poorly understood. We have used hydrogen-deuterium exchange mass spectrometry to investigate the impact of binding of CPR and of three different substrates (7-benzyloxy-4-trifluoromethyl-coumarin, testosterone, and progesterone) on the conformational dynamics of CYP3A4. Here, we report that interaction of CYP3A4 with substrates or with the oxidized or reduced forms of CPR leads to a global rigidification of the CYP3A4 structure. This was evident from the suppression of deuterium exchange in several regions of CYP3A4, including regions known to be involved in protein-protein interactions (helix C) and substrate binding and specificity (helices B' and E, and loop K/β1). Furthermore, the bimodal isotopic distributions observed for some CYP3A4-derived peptides were drastically impacted upon binding to CPR and/or substrates, suggesting the existence of stable CYP3A4 conformational populations that are perturbed by ligand/CPR binding. The results have implications for understanding the mechanisms of ligand binding, allostery, and catalysis in CYP enzymes.

Exploring the Conformational Landscape of a Lanthipeptide Synthetase Using Native Mass Spectrometry

Lanthipeptides are ribosomally synthesized and post-translationally modified peptide (RiPP) natural products. These genetically encoded peptides are biosynthesized by multifunctional enzymes (lanthipeptide synthetases) that possess relaxed substrate specificity and catalyze iterative rounds of post-translational modification. Recent evidence has suggested that some lanthipeptide synthetases are structurally dynamic enzymes that are allosterically activated by precursor peptide binding and that conformational sampling of the enzyme-peptide complex may play an important role in defining the efficiency and sequence of biosynthetic events. These "biophysical" processes, while critical for defining the activity and function of the synthetase, remain very challenging to study with existing methodologies. Herein, we show that native mass spectrometry coupled to ion mobility (native IM-MS) provides a powerful and sensitive means for investigating the conformational landscapes and intermolecular interactions of lanthipeptide synthetases. Namely, we demonstrate that the class II lanthipeptide synthetase (HalM2) and its noncovalent complex with the cognate HalA2 precursor peptide can be delivered into the gas phase in a manner that preserves native structures and intermolecular enzyme-peptide contacts. Moreover, gas phase ion mobility studies of the natively folded ions demonstrate that peptide binding and mutations to dynamic structural elements of HalM2 alter the conformational landscape of the enzyme. Cumulatively, these data support previous claims that lanthipeptide synthetases are structurally dynamic enzymes that undergo functionally relevant conformational changes in response to precursor peptide binding. This work establishes native IM-MS as a versatile approach for characterizing intermolecular interactions and for unraveling the relationships between protein structure and biochemical function in RiPP biosynthetic systems.

Mutations in Dynamic Structural Elements Alter the Kinetics and Fidelity of the Multifunctional Class II Lanthipeptide Synthetase, HalM2

Class II lanthipeptide synthetases (LanM enzymes) catalyze the multistep post-translational modification of genetically encoded precursor peptides into macrocyclic (often antimicrobial) lanthipeptides. The reaction sequence involves dehydration of serine/threonine residues, followed by intramolecular addition of cysteine thiols onto the nascent dehydration sites to construct thioether bridges. LanMs utilize two separate active sites in an iterative yet highly coordinated manner to maintain a remarkable level of regio- and stereochemical control over the multistep maturation. The mechanisms underlying this biosynthetic fidelity remain enigmatic. We recently demonstrated that proper function of the haloduracin β synthetase (HalM2) requires dynamic structural elements scattered across the surface of the enzyme. Here, we perform kinetic simulations, structural analysis of reaction intermediates, hydrogen-deuterium exchange mass spectrometry studies, and molecular dynamics simulations to investigate the contributions of these dynamic HalM2 structural elements to biosynthetic efficiency and fidelity. Our studies demonstrate that a large, conserved loop (HalM2 residues P349-P405) plays essential roles in defining the precursor peptide binding site, facilitating efficient peptide dehydration, and guiding the order of thioether ring formation. Moreover, mutations near the interface of the HalM2 dehydratase and cyclase domains perturb cyclization fidelity and result in aberrant thioether topologies that cannot be corrected by the wild type enzyme, suggesting an element of kinetic control in the normal cyclization sequence. Overall, this work provides the most comprehensive correlation of the structural and functional properties of a LanM enzyme reported to date and should inform mechanistic studies of the biosynthesis of other ribosomally synthesized and post-translationally modified peptide natural products.

Identification of Thermal Conduits That Link the Protein-Water Interface to the Active Site Loop and Catalytic Base in Enolase

We report here on the salient role of protein mobility in accessing conformational landscapes that enable efficient enzyme catalysis. We are focused on yeast enolase, a highly conserved lyase with a TIM barrel domain and catalytic loop, as part of a larger study of the relationship of site selective protein motions to chemical reactivity within superfamilies. Enthalpically hindered variants were developed by replacement of a conserved hydrophobic side chain (Leu 343) with smaller side chains. Leu343 is proximal to the active site base in enolase, and comparative pH rate profiles for the valine and alanine variants indicate a role for side chain hydrophobicity in tuning the pK_a of the catalytic base. However, the magnitude of a substrate deuterium isotope effect is almost identical for wild-type (WT) and Leu343Ala, supporting an unchanged rate-determining proton abstraction step. The introduced hydrophobic side chains at position 343 lead to a discontinuous break in both activity and activation energy as a function of side chain volume. Hydrogen-deuterium exchange mass spectrometry (HDX-MS) experiments were performed as a function of time and temperature for WT and Leu343Ala, and provide a spatially resolved map of changes in protein flexibility following mutation. Impacts on protein flexibility are localized to specific networks that arise at the protein-solvent interface and terminate in a loop that has been shown by X-ray crystallography to close over the active site. These interrelated effects are discussed in the context of long-range, solvent-accessible and thermally activated networks that play key roles in tuning the precise distances and interactions among reactants.

New developments in RiPP discovery, enzymology and engineering

Covering: up to June 2020Ribosomally-synthesized and post-translationally modified peptides (RiPPs) are a large group of natural products. A community-driven review in 2013 described the emerging commonalities in the biosynthesis of RiPPs and the opportunities they offered for bioengineering and genome mining. Since then, the field has seen tremendous advances in understanding of the mechanisms by which nature assembles these compounds, in engineering their biosynthetic machinery for a wide range of applications, and in the discovery of entirely new RiPP families using bioinformatic tools developed specifically for this compound class. The First International Conference on RiPPs was held in 2019, and the meeting participants assembled the current review describing new developments since 2013. The review discusses the new classes of RiPPs that have been discovered, the advances in our understanding of the installation of both primary and secondary post-translational modifications, and the mechanisms by which the enzymes recognize the leader peptides in their substrates. In addition, genome mining tools used for RiPP discovery are discussed as well as various strategies for RiPP engineering. An outlook section presents directions for future research.

Accurate Broadcasting of Substrate Fitness for Lactazole Biosynthetic Pathway from Reactivity-Profiling mRNA Display

We report a method for the high-throughput reactivity profiling of genetically encoded libraries as a tool to study substrate fitness landscapes for RiPP (ribosomally synthesized and post-translationally modified peptide) biosynthetic enzymes. This method allowed us to rapidly analyze the substrate preferences of the lactazole biosynthetic pathway using a saturation mutagenesis mRNA display library of lactazole precursor peptides. We demonstrate that the assay produces accurate and reproducible in vitro data, enabling the quantification of reaction yields with temporal resolution. Our results recapitulate the previously established knowledge on lactazole biosynthesis and expand it by identifying the extent of substrate promiscuity exhibited by the enzymes. This work lays a foundation for the construction and screening of mRNA display-based combinatorial thiopeptide libraries for the discovery of lactazole-inspired thiopeptides with de novo designed biological activities.

Promiscuous Enzymes Cooperate at the Substrate Level En Route to Lactazole A

Enzymes involved in the biosynthesis of ribosomally synthesized and post-translationally modified peptides (RiPPs) often have relaxed specificity profiles and are able to modify diverse substrates. When several such enzymes act together during precursor peptide maturation, a multitude of products can form, yet usually the biosynthesis converges on a single natural product. For the most part, the mechanisms controlling the integrity of RiPP assembly remain elusive. Here, we investigate the biosynthesis of lactazole A, a model thiopeptide produced by five promiscuous enzymes from a ribosomal precursor peptide. Using our in vitro thiopeptide production (FIT-Laz) system, we determine the order of biosynthetic events at the individual modification level and supplement this study with substrate scope analysis for participating enzymes. Our results reveal an unusual but well-defined assembly process where cyclodehydration, dehydroalanine formation, and azoline dehydrogenation events are intertwined due to minimal substrate recognition requirements characteristic of every lactazole enzyme. Additionally, each enzyme plays a role in directing LazBF-mediated dehydroalanine formation, which emerges as the central theme of the assembly process. Cyclodehydratase LazDE discriminates a single serine residue for azoline formation, leaving the remaining five as potential dehydratase substrates. Pyridine synthase LazC exerts kinetic control over LazBF to prevent the formation of overdehydrated thiopeptides, whereas the coupling of dehydrogenation to dehydroalanine installation impedes generation of underdehydrated products. Altogether, our results indicate that substrate-level cooperation between the biosynthetic enzymes maintains the integrity of lactazole assembly. This work advances our understanding of RiPP biosynthesis processes and facilitates thiopeptide bioengineering.

Substrate Recognition by the Class II Lanthipeptide Synthetase HalM2

Class II lanthipeptides belong to a diverse group of natural products known as ribosomally synthesized and post-translationally modified peptides (RiPPs). Most RiPP precursor peptides contain an N-terminal recognition sequence known as the leader peptide, which is typically recognized by biosynthetic enzymes that catalyze modifications on the C-terminal core peptide. For class II lanthipeptides, these are carried out by a bifunctional lanthipeptide synthetase (LanM) that catalyzes dehydration and cyclization reactions on peptidic substrates to generate thioether-containing, macrocyclic molecules. Some lanthipeptide synthetases are extraordinarily substrate tolerant, making them promising candidates for biotechnological applications such as combinatorial biosynthesis and cyclic peptide library construction. In this study, we characterized the mode of leader peptide recognition by HalM2, the lanthipeptide synthetase responsible for the production of the antimicrobial peptide haloduracin β. Using NMR spectroscopic techniques, in vitro binding assays, and enzyme activity assays, we identified substrate residues that are important for binding to HalM2 and for post-translational modification of the peptide substrates. Additionally, we provide evidence of the binding site on the enzyme using binding assays with truncated enzyme variants, hydrogen-deuterium exchange mass spectrometry, and photoaffinity labeling. Understanding the mechanism by which lanthipeptide synthetases recognize their substrate will facilitate their use in biotechnology, as well as further our general understanding of how RiPP enzymes recognize their substrates.