Pesticide application is the dominant control method for arthropod pests in broad-acre arable sys... more Pesticide application is the dominant control method for arthropod pests in broad-acre arable systems. In Australia, organophosphate pesticides are often applied either prophylactically, or reactively, including at higher concentrations, to control crop establishment pests such as false wireworms and earth mite species. Organophosphates are reported to be disruptive to beneficial species, such as natural enemies, but this has not been widely assessed in Australian systems. Neither has the risk that secondary outbreaks may occur if the natural enemy community composition or function is altered. We examine the abundance of ground-dwelling invertebrate communities in an arable field over successive seasons under rotation; barley, two years of wheat, then canola. Two organophosphates (chlorpyrifos and methidathion) were initially applied at recommended rates. After no discernible impact on target pest species, the rate for chlorpyrifos was doubled to elicit a definitive response to a le...
Enzyme engineering is an important biotechnological process capable of generating tailored biocat... more Enzyme engineering is an important biotechnological process capable of generating tailored biocatalysts for applications in industrial chemical conversion and biopharma.
We used single-molecule AFM force spectroscopy (AFM-SMFS) to screen residues along the backbone o... more We used single-molecule AFM force spectroscopy (AFM-SMFS) to screen residues along the backbone of a non-antibody protein binding scaffold (lipocalin/anticalin), and determine the optimal anchor point that maximizes binding strength of the interaction with its target (CTLA-4). By incorporating non-canonical amino acids into anticalin, and using click chemistry to attach an Fgβ peptide at internal sequence positions, we were able to mechanically dissociate anticalin from CTLA-4 by pulling from eight different anchoring residues using an AFM cantilever tip. We found that pulling on the anticalin from residue 60 or 87 resulted in significantly higher rupture forces and a decrease in koff by 2-3 orders of magnitude over a force range of 50-200 pN. Five of the six internal pulling points tested were significantly more stable than N- or C-terminal anchor points, rupturing at up to 250 pN at loading rates of 0.1-10 nN sec-1. Anisotropic network modelling and molecular dynamics simulations ...
Fluorination of proteins by cotranslational incorporation of non-canonical amino acids is a valua... more Fluorination of proteins by cotranslational incorporation of non-canonical amino acids is a valuable tool for enhancing biophysical stability. Despite many prior studies investigating the effects of fluorination on equilibrium stability, its influence on non-equilibrium mechanical stability remains unknown. Here, we used single-molecule force spectroscopy (SMFS) with the atomic force microscope (AFM) to investigate the influence of fluorination on unfolding and unbinding pathways of a mechanically ultrastable bacterial adhesion complex. We assembled modular polyproteins comprising the tandem dyad XModule-Dockerin (XMod-Doc) bound to a globular Cohesin (Coh) domain. By applying tension across the binding interface, and quantifying single-molecule unfolding and rupture events, we mapped the energy landscapes governing the unfolding and unbinding reactions. We then used sense codon suppression to substitute trifluoroleucine (TFL) in place of canonical leucine (LEU) globally in XMod-Doc...
Bacterial colonization of the human intestine requires firm adhesion of bacteria to insoluble tar... more Bacterial colonization of the human intestine requires firm adhesion of bacteria to insoluble targets under hydrodynamic flow. Here we report the molecular mechanism behind an mechanostable protein complex responsible for resisting high shear forces and adhering bacteria to cellulose fibers in the human gut. Using single-molecule force spectroscopy (SMFS), single-molecule FRET (smFRET), and molecular dynamics (MD) simulations, we resolved two binding modes and three unbinding reaction pathways of a mechanically ultrastable R. champanellensis (Rc) Dockerin-Cohesin (Doc-Coh) complex. The complex assembles in two discrete binding modes with significantly different mechanical properties, with one breaking at ~500 pN and the other at ~200 pN at loading rates from 1-100 nN/sec. A neighboring X-module domain allosterically regulates the binding interaction and inhibits one of the low-force pathways at high loading rates, giving rise to a new mechanism of catch bonding that manifests under ...
Artificial multiprotein complexes are sought after reagents for biomolecular engineering. A curre... more Artificial multiprotein complexes are sought after reagents for biomolecular engineering. A current limiting factor is the paucity of molecular scaffolds which allow for site-specific multicomponent assembly. Here, we address this limitation by synthesizing bioorthogonal elastin-like polypeptide (ELP) scaffolds containing periodic noncanonical l-azidohomoalanine amino acids in the guest residue position. The nine azide ELP guest residues served as conjugation sites for site-specific modification with dibenzocyclooctyne (DBCO)-functionalized single-domain antibodies (SdAbs) through strain-promoted alkyne-azide cycloaddition (SPAAC). Sortase A and ybbR tags at the C- and N-termini of the ELP scaffold provided two additional sites for derivatization with small molecules and peptides by Sortase A and 4'-phosphopantetheinyl transferase (Sfp), respectively. These functional groups are chemically bioorthogonal, mutually compatible, and highly efficient, thereby enabling synthesis of mu...
Proceedings of the National Academy of Sciences of the United States of America, Aug 2, 2018
The idea that noncrop habitat enhances pest control and represents a win-win opportunity to conse... more The idea that noncrop habitat enhances pest control and represents a win-win opportunity to conserve biodiversity and bolster yields has emerged as an agroecological paradigm. However, while noncrop habitat in landscapes surrounding farms sometimes benefits pest predators, natural enemy responses remain heterogeneous across studies and effects on pests are inconclusive. The observed heterogeneity in species responses to noncrop habitat may be biological in origin or could result from variation in how habitat and biocontrol are measured. Here, we use a pest-control database encompassing 132 studies and 6,759 sites worldwide to model natural enemy and pest abundances, predation rates, and crop damage as a function of landscape composition. Our results showed that although landscape composition explained significant variation within studies, pest and enemy abundances, predation rates, crop damage, and yields each exhibited different responses across studies, sometimes increasing and so...
Journal of the American Chemical Society, Dec 13, 2017
Cellulosomes are polyprotein machineries that efficiently degrade cellulosic material. Crucial to... more Cellulosomes are polyprotein machineries that efficiently degrade cellulosic material. Crucial to their function are scaffolds consisting of highly homologous cohesin domains, which serve a dual role by coordinating a multiplicity of enzymes as well as anchoring the microbe to its substrate. Here we combined two approaches to elucidate the mechanical properties of the main scaffold ScaA of Acetivibrio cellulolyticus. A newly developed parallelized one-pot in vitro transcription-translation and protein pull-down protocol enabled high-throughput atomic force microscopy (AFM)-based single-molecule force spectroscopy (SMFS) measurements of all cohesins from ScaA with a single cantilever, thus promising improved relative force comparability. Albeit very similar in sequence, the hanging cohesins showed considerably lower unfolding forces than the bridging cohesins, which are subjected to force when the microbe is anchored to its substrate. Additionally, all-atom steered molecular dynamics...
Single-molecule force spectroscopy sheds light onto the free energy landscapes governing protein ... more Single-molecule force spectroscopy sheds light onto the free energy landscapes governing protein folding and molecular recognition. Since only a single molecule or single molecular complex is probed at any given point in time, the technique is capable of identifying low-probability conformations within a large ensemble of possibilities. It furthermore allows choosing certain unbinding pathways through careful selection of the points at which the force acts on the protein or molecular complex. This review focuses on recent innovations in construct design, site-specific bioconjugation, measurement techniques, instrumental advances, and data analysis methods for improving workflow, throughput, and data yield of AFM-based single-molecule force spectroscopy experiments. Current trends that we highlight include customized fingerprint domains, peptide tags for site-specific covalent surface attachment, and polyproteins that are formed through mechanostable receptor-ligand interactions. Rec...
Receptor-ligand pairs are ordinarily thought to interact through a lock and key mechanism, where ... more Receptor-ligand pairs are ordinarily thought to interact through a lock and key mechanism, where a unique molecular conformation is formed upon binding. Contrary to this paradigm, cellulosomal cohesin-dockerin (Coh-Doc) pairs are believed to interact through redundant dual binding modes consisting of two distinct conformations. Here, we combined site-directed mutagenesis and single-molecule force spectroscopy (SMFS) to study the unbinding of Coh:Doc complexes under force. We designed Doc mutations to knock out each binding mode, and compared their single-molecule unfolding patterns as they were dissociated from Coh using an atomic force microscope (AFM) cantilever. Although average bulk measurements were unable to resolve the differences in Doc binding modes due to the similarity of the interactions, with a single-molecule method we were able to discriminate the two modes based on distinct differences in their mechanical properties. We conclude that wild-type Doc from Clostridium th...
Proceedings of the National Academy of Sciences, 2012
Cellulose-degrading enzyme systems are of significant interest from both a scientific and technol... more Cellulose-degrading enzyme systems are of significant interest from both a scientific and technological perspective due to the diversity of cellulase families, their unique assembly and substrate binding mechanisms, and their potential applications in several key industrial sectors, notably cellulose hydrolysis for second-generation biofuel production. Particularly fascinating are cellulosomes, the multimodular extracellular complexes produced by numerous anaerobic bacteria. Using single-molecule force spectroscopy, we analyzed the mechanical stability of the intermolecular interfaces between the cohesin and the dockerin modules responsible for self-assembly of the cellulosomal components into the multienzyme complex. The observed cohesin–dockerin rupture forces (>120 pN) are among the highest reported for a receptor–ligand system to date. Using an atomic force microscope protocol that quantified single-molecule binding activity, we observed force-induced dissociation of calcium ...
Pesticide application is the dominant control method for arthropod pests in broad-acre arable sys... more Pesticide application is the dominant control method for arthropod pests in broad-acre arable systems. In Australia, organophosphate pesticides are often applied either prophylactically, or reactively, including at higher concentrations, to control crop establishment pests such as false wireworms and earth mite species. Organophosphates are reported to be disruptive to beneficial species, such as natural enemies, but this has not been widely assessed in Australian systems. Neither has the risk that secondary outbreaks may occur if the natural enemy community composition or function is altered. We examine the abundance of ground-dwelling invertebrate communities in an arable field over successive seasons under rotation; barley, two years of wheat, then canola. Two organophosphates (chlorpyrifos and methidathion) were initially applied at recommended rates. After no discernible impact on target pest species, the rate for chlorpyrifos was doubled to elicit a definitive response to a le...
Enzyme engineering is an important biotechnological process capable of generating tailored biocat... more Enzyme engineering is an important biotechnological process capable of generating tailored biocatalysts for applications in industrial chemical conversion and biopharma.
We used single-molecule AFM force spectroscopy (AFM-SMFS) to screen residues along the backbone o... more We used single-molecule AFM force spectroscopy (AFM-SMFS) to screen residues along the backbone of a non-antibody protein binding scaffold (lipocalin/anticalin), and determine the optimal anchor point that maximizes binding strength of the interaction with its target (CTLA-4). By incorporating non-canonical amino acids into anticalin, and using click chemistry to attach an Fgβ peptide at internal sequence positions, we were able to mechanically dissociate anticalin from CTLA-4 by pulling from eight different anchoring residues using an AFM cantilever tip. We found that pulling on the anticalin from residue 60 or 87 resulted in significantly higher rupture forces and a decrease in koff by 2-3 orders of magnitude over a force range of 50-200 pN. Five of the six internal pulling points tested were significantly more stable than N- or C-terminal anchor points, rupturing at up to 250 pN at loading rates of 0.1-10 nN sec-1. Anisotropic network modelling and molecular dynamics simulations ...
Fluorination of proteins by cotranslational incorporation of non-canonical amino acids is a valua... more Fluorination of proteins by cotranslational incorporation of non-canonical amino acids is a valuable tool for enhancing biophysical stability. Despite many prior studies investigating the effects of fluorination on equilibrium stability, its influence on non-equilibrium mechanical stability remains unknown. Here, we used single-molecule force spectroscopy (SMFS) with the atomic force microscope (AFM) to investigate the influence of fluorination on unfolding and unbinding pathways of a mechanically ultrastable bacterial adhesion complex. We assembled modular polyproteins comprising the tandem dyad XModule-Dockerin (XMod-Doc) bound to a globular Cohesin (Coh) domain. By applying tension across the binding interface, and quantifying single-molecule unfolding and rupture events, we mapped the energy landscapes governing the unfolding and unbinding reactions. We then used sense codon suppression to substitute trifluoroleucine (TFL) in place of canonical leucine (LEU) globally in XMod-Doc...
Bacterial colonization of the human intestine requires firm adhesion of bacteria to insoluble tar... more Bacterial colonization of the human intestine requires firm adhesion of bacteria to insoluble targets under hydrodynamic flow. Here we report the molecular mechanism behind an mechanostable protein complex responsible for resisting high shear forces and adhering bacteria to cellulose fibers in the human gut. Using single-molecule force spectroscopy (SMFS), single-molecule FRET (smFRET), and molecular dynamics (MD) simulations, we resolved two binding modes and three unbinding reaction pathways of a mechanically ultrastable R. champanellensis (Rc) Dockerin-Cohesin (Doc-Coh) complex. The complex assembles in two discrete binding modes with significantly different mechanical properties, with one breaking at ~500 pN and the other at ~200 pN at loading rates from 1-100 nN/sec. A neighboring X-module domain allosterically regulates the binding interaction and inhibits one of the low-force pathways at high loading rates, giving rise to a new mechanism of catch bonding that manifests under ...
Artificial multiprotein complexes are sought after reagents for biomolecular engineering. A curre... more Artificial multiprotein complexes are sought after reagents for biomolecular engineering. A current limiting factor is the paucity of molecular scaffolds which allow for site-specific multicomponent assembly. Here, we address this limitation by synthesizing bioorthogonal elastin-like polypeptide (ELP) scaffolds containing periodic noncanonical l-azidohomoalanine amino acids in the guest residue position. The nine azide ELP guest residues served as conjugation sites for site-specific modification with dibenzocyclooctyne (DBCO)-functionalized single-domain antibodies (SdAbs) through strain-promoted alkyne-azide cycloaddition (SPAAC). Sortase A and ybbR tags at the C- and N-termini of the ELP scaffold provided two additional sites for derivatization with small molecules and peptides by Sortase A and 4'-phosphopantetheinyl transferase (Sfp), respectively. These functional groups are chemically bioorthogonal, mutually compatible, and highly efficient, thereby enabling synthesis of mu...
Proceedings of the National Academy of Sciences of the United States of America, Aug 2, 2018
The idea that noncrop habitat enhances pest control and represents a win-win opportunity to conse... more The idea that noncrop habitat enhances pest control and represents a win-win opportunity to conserve biodiversity and bolster yields has emerged as an agroecological paradigm. However, while noncrop habitat in landscapes surrounding farms sometimes benefits pest predators, natural enemy responses remain heterogeneous across studies and effects on pests are inconclusive. The observed heterogeneity in species responses to noncrop habitat may be biological in origin or could result from variation in how habitat and biocontrol are measured. Here, we use a pest-control database encompassing 132 studies and 6,759 sites worldwide to model natural enemy and pest abundances, predation rates, and crop damage as a function of landscape composition. Our results showed that although landscape composition explained significant variation within studies, pest and enemy abundances, predation rates, crop damage, and yields each exhibited different responses across studies, sometimes increasing and so...
Journal of the American Chemical Society, Dec 13, 2017
Cellulosomes are polyprotein machineries that efficiently degrade cellulosic material. Crucial to... more Cellulosomes are polyprotein machineries that efficiently degrade cellulosic material. Crucial to their function are scaffolds consisting of highly homologous cohesin domains, which serve a dual role by coordinating a multiplicity of enzymes as well as anchoring the microbe to its substrate. Here we combined two approaches to elucidate the mechanical properties of the main scaffold ScaA of Acetivibrio cellulolyticus. A newly developed parallelized one-pot in vitro transcription-translation and protein pull-down protocol enabled high-throughput atomic force microscopy (AFM)-based single-molecule force spectroscopy (SMFS) measurements of all cohesins from ScaA with a single cantilever, thus promising improved relative force comparability. Albeit very similar in sequence, the hanging cohesins showed considerably lower unfolding forces than the bridging cohesins, which are subjected to force when the microbe is anchored to its substrate. Additionally, all-atom steered molecular dynamics...
Single-molecule force spectroscopy sheds light onto the free energy landscapes governing protein ... more Single-molecule force spectroscopy sheds light onto the free energy landscapes governing protein folding and molecular recognition. Since only a single molecule or single molecular complex is probed at any given point in time, the technique is capable of identifying low-probability conformations within a large ensemble of possibilities. It furthermore allows choosing certain unbinding pathways through careful selection of the points at which the force acts on the protein or molecular complex. This review focuses on recent innovations in construct design, site-specific bioconjugation, measurement techniques, instrumental advances, and data analysis methods for improving workflow, throughput, and data yield of AFM-based single-molecule force spectroscopy experiments. Current trends that we highlight include customized fingerprint domains, peptide tags for site-specific covalent surface attachment, and polyproteins that are formed through mechanostable receptor-ligand interactions. Rec...
Receptor-ligand pairs are ordinarily thought to interact through a lock and key mechanism, where ... more Receptor-ligand pairs are ordinarily thought to interact through a lock and key mechanism, where a unique molecular conformation is formed upon binding. Contrary to this paradigm, cellulosomal cohesin-dockerin (Coh-Doc) pairs are believed to interact through redundant dual binding modes consisting of two distinct conformations. Here, we combined site-directed mutagenesis and single-molecule force spectroscopy (SMFS) to study the unbinding of Coh:Doc complexes under force. We designed Doc mutations to knock out each binding mode, and compared their single-molecule unfolding patterns as they were dissociated from Coh using an atomic force microscope (AFM) cantilever. Although average bulk measurements were unable to resolve the differences in Doc binding modes due to the similarity of the interactions, with a single-molecule method we were able to discriminate the two modes based on distinct differences in their mechanical properties. We conclude that wild-type Doc from Clostridium th...
Proceedings of the National Academy of Sciences, 2012
Cellulose-degrading enzyme systems are of significant interest from both a scientific and technol... more Cellulose-degrading enzyme systems are of significant interest from both a scientific and technological perspective due to the diversity of cellulase families, their unique assembly and substrate binding mechanisms, and their potential applications in several key industrial sectors, notably cellulose hydrolysis for second-generation biofuel production. Particularly fascinating are cellulosomes, the multimodular extracellular complexes produced by numerous anaerobic bacteria. Using single-molecule force spectroscopy, we analyzed the mechanical stability of the intermolecular interfaces between the cohesin and the dockerin modules responsible for self-assembly of the cellulosomal components into the multienzyme complex. The observed cohesin–dockerin rupture forces (>120 pN) are among the highest reported for a receptor–ligand system to date. Using an atomic force microscope protocol that quantified single-molecule binding activity, we observed force-induced dissociation of calcium ...
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Papers by Michael A Nash