Publications by authors named "Colin Jackson"

Microbial communities associated with vertebrate hosts (microbiomes) play crucial roles in host physiology including nutrient acquisition and the immune response. Microbiomes are structured by host ecology and evolution, yet gut microbiome studies of wild reptile hosts are lacking. This study investigated the gut microbiome of wild snakes across three geographically distinct regions (tropical, subtropical, temperate), revealing that snake gut microbiome is generally conserved at the host family level.

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Machine learning (ML) has revolutionized protein biology, solving long-standing problems in protein folding, scaffold generation, and function design tasks. A range of architectures have shown success on supervised protein fitness prediction tasks. Nevertheless, in the absence of rational approaches for evaluating which architectures are optimal for specific datasets and engineering tasks, architecture choice remains challenging.

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Proteins are central to biological complexity as their ligand binding processes, shaped by thermodynamics, have driven evolutionary adaptation throughout Earth's history. Despite extensive research into protein-ligand interactions, the evolution of their binding thermodynamics, particularly regarding enthalpy-entropy trade-offs, remains underexplored. This review compares experimental and computational findings to illustrate how the balance of thermodynamics influences protein structure and function over time.

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Exploration of protein sequence space can offer insight into protein sequence-function relationships, benefitting both basic science and industrial applications. The use of sequence similarity networks is a standard method for exploring large sequence datasets, but is currently limited when scaling to very large datasets and when viewing more than one level (hierarchy) of homology. Here, we present a sequence analysis pipeline with a number of innovations that address some limitations of traditional sequence similarity networks.

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The use of protein engineering to generate enzymes for the degradation of polyethylene terephthalate (PET) is a promising route for plastic recycling, yet traditional engineering approaches often fail to explore protein sequence space for optimal enzymes. In this work, we use multiplexed ancestral sequence reconstruction (mASR) to address this, exploring the evolutionary sequence space of PET-degrading cutinases. Using 20 statistically equivalent phylogenies of the bacterial cutinase family, we generated 48 ancestral sequences revealing a wide range of PETase activities, highlighting the value of mASR in uncovering functional variants.

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A cyclase-phosphotriesterase (C-PTE) from Ruegeria pomeroyi DSS-3 has recently been identified for its capacity to detoxify several organophosphate compounds. However, several aspects of this enzyme remain unexplored, such as its activity with industrial organophosphates, its molecular structure, and its thermostability. In this work, the crystal structure of C-PTE is reported, which is solved to 2.

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Protein-protein interactions (PPIs) mediate many fundamental cellular processes. Control of PPIs through optically or chemically responsive protein domains has had a profound impact on basic research and some clinical applications. Most chemogenetic methods induce the association, i.

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Proteins evolve through complex sequence spaces, with fitness landscapes serving as a conceptual framework that links sequence to function. Fitness landscapes can be smooth, where multiple similarly accessible evolutionary paths are available, or rugged, where the presence of multiple local fitness optima complicate evolution and prediction. Indeed, many proteins, especially those with complex functions or under multiple selection pressures, exist on rugged fitness landscapes.

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Alphaviruses like the Chikungunya virus cause severe outbreaks; however, no specific treatments are available. Their viral replication depends on the nsP2 cysteine protease, a promising but underexplored target for drug discovery. In this study, we report a covalent fragment screening against Chikungunya virus nsP2 protease, resulting in the identification of three inhibitors that can serve as starting points for future drug development.

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Current malaria vaccines provide suboptimal, waning protection. Dacon et al. identify a protective post-translationally modified epitope on Plasmodium sporozoites that is absent from current vaccines.

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Malachite green (MG) is used as a dye for materials such as wood, cotton, and nylon, and is used in aquaculture to prevent fungal and protozoan diseases. However, it is highly toxic, with carcinogenic, mutagenic, and teratogenic properties, resulting in bans worldwide. Despite this, MG is still frequently used in many countries due to its efficacy and economy.

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The phyllosphere (aerial plant surfaces colonized by microorganisms) remains an understudied ecosystem in terms of bacterial biogeography, particularly at intermediate or local spatial scales. This study characterized the phyllosphere bacterial community on the leaves of 87 trees sampled throughout a small town, encompassing an area of approximately 60 km. Sequencing of the 16S ribosomal RNA gene revealed the dominant bacterial phyla to be Alphaproteobacteria, Bacteroidetes, and Acidobacteria, consistent with other studies of the phyllosphere.

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Article Synopsis
  • Ecological theory suggests a link between species turnover in communities (β-diversity) and genetic turnover in populations within species.
  • By analyzing genomic data from 15 freshwater mussel species across seven rivers, researchers found strong connections between β-diversity and genetic differentiation.
  • Results indicated that similar factors influence both community species composition and genetic connections within populations, highlighting the parallel processes that govern freshwater mussel metacommunities.
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Cyanotryptophans (CN-Trp) are privileged multimodal reporters on protein structure. They are similar in size to the canonical amino acid tryptophan and some of them exhibit bright fluorescence which responds sensitively to changes in the environment. We selected aminoacyl-tRNA synthetases specific for 4-, 5-, 6-, and 7-CN-Trp for high-yield in vivo production of proteins with a single, site-specifically introduced nitrile label.

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The gut microbiome is influenced by host species and the environment, but how the environment influences the microbiome of animals introduced into a new ecosystem has rarely been investigated. Freshwater mussels are aquatic fauna, with some threatened or endangered species propagated in hatcheries and introduced into natural systems as part of conservation efforts. The effects of the environment on the freshwater mussel gut microbiome were assessed for two hatchery-propagated species (, ) introduced into rivers within their natural range.

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Microeukaryotes are a diverse and often overlooked group of microbes that are important in food webs and other ecological linkages. Little is known about microeukaryotes associated with aquatic invertebrates, although filter feeders such as mussels are likely to take in and potentially retain microeukaryotes in their gut while feeding. Microeukaryotes such as apicomplexans have been reported in marine mussel species, but no studies have examined the presence of these microorganisms in freshwater mussels or how they relate to mussel host species or environmental conditions.

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(2,3)-4-Fluorovaline (FVal) is an analogue of valine, where a single CH group is substituted by a CHF group. In the absence of valine, valyl-tRNA synthetase uses FVal as a substitute, enabling the production of proteins uniformly labeled with FVal. Here, we describe the production and analysis of peptidyl-prolyl isomerase B where all 16 valine residues have been replaced by FVal synthesized with a C-labeled CHF group.

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SAR11 bacteria are the most abundant microorganisms in the surface ocean and have global biogeochemical importance. To thrive in their competitive oligotrophic environment, these bacteria rely heavily on solute-binding proteins that facilitate uptake of specific substrates via membrane transporters. The functions and properties of these transport proteins are key factors in the assimilation of dissolved organic matter and biogeochemical cycling of nutrients in the ocean, but they have remained largely inaccessible to experimental investigation.

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Glycine is an obligatory co-agonist at excitatory NMDA receptors in the brain, especially in the dentate gyrus, which has been postulated to be crucial for the development of psychotic associations and memories with psychotic content. Drugs modulating glycine levels are in clinical development for improving cognition in schizophrenia. However, the functional relevance of the regulation of glycine metabolism by endogenous enzymes is unclear.

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The earth is thought to have gone through complex physicochemical changes during the accretion and magma ocean stages. To better understand this evolution process at the fundamental level, we investigate the behavior of a bulk earth melt system by simulating the composition FeMgSiO (in wt%) at high pressure. A deep neural network potential trained by first-principles data can enable accurate molecular dynamics simulation of large supercells that greatly enhances sampling for reliable evaluation of elemental partitioning.

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Most organophosphates (OPs) are hydrophobic, and after exposure, can sequester into lipophilic regions within the body, such as adipose tissue, resulting in long term chronic effects. Consequently, there is an urgent need for therapeutic agents that can decontaminate OPs in these hydrophobic regions. Accordingly, an enzyme-polymer surfactant nanocomplex is designed and tested comprising chemically supercharged phosphotriesterase (Agrobacterium radiobacter; arPTE) electrostatically conjugated to amphiphilic polymer surfactant chains ([cat.

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The mono(2-hydroxyethyl) terephthalate hydrolase (MHETase) from carries out the second step in the enzymatic depolymerization of poly(ethylene terephthalate) (PET) plastic into the monomers terephthalic acid (TPA) and ethylene glycol (EG). Despite its potential industrial and environmental applications, poor recombinant expression of MHETase has been an obstacle to its industrial application. To overcome this barrier, we developed an assay allowing for the medium-throughput quantification of MHETase activity in cell lysates and whole-cell suspensions, which allowed us to screen a library of engineered variants.

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The development of novel antivirals is crucial not only for managing current COVID-19 infections but for addressing potential future zoonotic outbreaks. SARS-CoV-2 main protease (M) is vital for viral replication and viability and therefore serves as an attractive target for antiviral intervention. Herein, we report the optimization of a cyclic peptide inhibitor that emerged from an mRNA display selection against the SARS-CoV-2 M to enhance its cell permeability and in vitro antiviral activity.

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Oxygen plays a crucial role in human embryogenesis, homeostasis, and tissue regeneration. Emerging engineered regenerative solutions call for novel oxygen delivery systems. To become a reality, these systems must consider physiological processes, oxygen release mechanisms and the target application.

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