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Biology subjects

Ackerley, D. F.

Publications and source records attributed to Ackerley, D. F..

9 recordsLinked to original sources

Peptorama: Structure creation and exploratory data analysis for non-ribosomal peptides

Non-ribosomal peptides (NRPs) are a diverse family of compounds with many clinical and biotechnological uses. NRP biodiscovery increasingly focuses on biosynthetic gene clusters (BGCs), and NRP structures can generally be predicted from BGCs. Despite their chemical connection, there is no individual research tool which quickly analyses NRPs and BGCs in combination. Here, we present Peptorama, which simplifies drawing diverse NRP structures and allows rapid comparisons between known and predicted NRPs. We show the utility of peptide comparisons and interactive analysis for biodiscovery, exemplified by retrospective analysis of calcium dependent antibiotics and biodiscovery of novel pyoverdine producing candidate strains. Peptide comparisons are computationally more efficient than BGC comparisons, substantially cutting runtimes without loss of biodiscovery functionality. Peptorama can therefore enhance existing pipelines with a rapid method for comparing peptide-level diversity. It is available online at https://peptorama.com/ and is also available to be run locally.

bioinformatics↗

Targeted ablation and regeneration of enteric nervous system neurons in zebrafish

The enteric nervous system (ENS) is the intrinsic nervous system of the gut and regulates essential gut functions, including motility, digestion, and immune response, ensuring gut homeostasis. ENS dysfunction or loss is associated with gastrointestinal disorders such as Hirschsprung disease (HSCR). Currently, surgery is the only treatment for HSCR, but it often has lifelong, severe complications. Restoring missing ENS neurons by stimulating endogenous neuronal regeneration presents a promising therapeutic approach for ENS disease. To reveal the cellular-molecular mechanisms regulating neuronal regeneration we study a species capable of robust ENS restoration, the zebrafish. For this, we developed a chemogenetic ablation model in zebrafish using the Gal4/UAS NTR 2.0 system for targeted ENS neuron ablation. Spatially and temporally controlled neuronal death was confirmed by morphological changes, quantification of neuronal loss, and TUNEL assays. We observed an acute immune response that normalizes at 1 day of treatment. Quantification of regenerated neurons demonstrated complete restoration of ENS neuron numbers to control levels by 9 days post treatment, with recovery of gut motility. Among the regenerated neurons, nitrergic, cholinergic and VIPergic subtypes showed full recovery, whereas serotonergic neurons only displayed partial recovery, indicating subtype-specific differences in regenerative capacity and/or timing of cell replacement. Our study establishes a robust platform for dissecting the cellular-molecular mechanisms of ENS regeneration to develop potential treatment approaches for ENS-related diseases.

neuroscience↗

Molecular regulation of retinal regeneration is context specific

Many genes are known to regulate retinal regeneration following widespread tissue damage. Conversely, genes controlling regeneration following limited retinal cell loss, akin to disease conditions, are undefined. Combining a novel retinal ganglion cell (RGC) ablation-based glaucoma model, single cell omics, and rapid CRISPR/Cas9-based knockout methods to screen 100 genes, we identified 18 effectors of RGC regeneration kinetics. Surprisingly, 32 of 33 previously known/implicated regulators of retinal tissue regeneration were not required for RGC replacement; 7 knockouts accelerated regeneration, including sox2, olig2, and ascl1a. Mechanistic analyses revealed loss of ascl1a increased "fate bias", the propensity of progenitors to produce RGCs. These data demonstrate plasticity and context-specificity in how genes function to control regeneration, insights that could help to advance disease-tailored therapeutics for replacing lost retinal cells. One sentence summaryWe discovered eighteen genes that regulate the regeneration of retinal ganglion cells in zebrafish.

neuroscience↗

Metagenomic domain substitution for the high-throughput modification of non-ribosomal peptide analogues

Non-ribosomal peptides are a diverse and medically important group of natural products. They are biosynthesised by modular non-ribosomal peptide synthetase (NRPS) assembly-lines in which domains from each module act in concert to incorporate a specific amino acid into a peptide. This modular biosynthesis has driven efforts to generate new peptide analogues by substituting amino acid specifying domains. Rational NRPS engineering has increasingly focused on using evolutionarily favoured recombination sites for domain substitution. Here, we present an alternative approach inspired by evolution, which involves large-scale diversification and screening. By adopting a metagenomic approach of amplifying amino acid specifying domains from metagenomic DNA derived from soil, we were able to substitute over 1,000 unique domains into a pyoverdine NRPS. To identify functional domain substitutions, we employed fluorescence and mass spectrometry screening techniques, followed by sequencing. This comprehensive screening process successfully identified more than 100 functional domain substitutions, resulting in the production of 16 distinct pyoverdines as major products. The significance of this metagenomic approach lies in its ability to shift the focus of engineering non-ribosomal peptide biosynthesis. Instead of relying on a high success rate of individual domain substitution, we have developed effective methods that enable the exploration of a broader range of substitutions. This opens new possibilities for the discovery and production of novel non-ribosomal peptides with diverse biological activities. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=112 SRC="FIGDIR/small/543161v1_ufig1.gif" ALT="Figure 1"> View larger version (23K): org.highwire.dtl.DTLVardef@8ed078org.highwire.dtl.DTLVardef@188a0eorg.highwire.dtl.DTLVardef@10fd38corg.highwire.dtl.DTLVardef@9c651_HPS_FORMAT_FIGEXP M_FIG C_FIG

synthetic biology↗

A metagenomic library cloning strategy that promotes high-level expression of captured genes to enable efficient functional screening

Functional screening of environmental DNA (eDNA) libraries is a potentially powerful approach to discover enzymatic "unknown unknowns", but is usually heavily biased toward the tiny subset of genes preferentially transcribed and translated by the screening strain. We have overcome this by preparing an eDNA library via partial digest with restriction enzyme Fatl (cuts CATG), causing a substantial proportion of ATG start codons to be precisely aligned with strong plasmid-encoded promoter and ribosome-binding sequences. Whereas we were unable to select nitroreductases from standard metagenome libraries, our Fatl strategy yielded 21 nitroreductases spanning eight different enzyme families, each conferring resistance to the nitro-antibiotic niclosamide and sensitivity to the nitro-prodrug metronidazole. We showed expression could be improved by co-expressing rare tRNAs and encoded proteins purified directly using an embedded Hisg-tag. In a transgenic zebrafish model of metronidazole-mediated targeted cell ablation, our lead MhqN-family nitroreductase proved [~]5- fold more effective than the canonical nitroreductase NfsB.

biochemistry↗

A giant leap in sequence space reveals the intracellular complexities of evolving a new function

Selection for a promiscuous enzyme activity provides substantial opportunity for competition between endogenous and new substrates to influence the evolutionary trajectory, an aspect that has generally been overlooked in laboratory directed evolution studies. We evolved the Escherichia coli nitro/quinone reductase NfsA to detoxify chloramphenicol by randomising eight active site residues simultaneously and interrogating [~]250,000,000 reconfigured NfsA variants. Analysis of every possible evolutionary intermediate of the two best chloramphenicol reductases revealed complex epistatic interactions that restrict each hypothetical trajectory. In both cases, improved chloramphenicol detoxification was only possible after one essential substitution had eliminated activity with endogenous quinone substrates. Unlike the predominantly weak trade-offs seen in previous experimental studies, this substrate incompatibility suggests endogenous metabolites have considerable potential to shape evolutionary outcomes. Unselected prodrug-converting activities were mostly unaffected, which emphasises the importance of negative selection to effect enzyme specialisation, and offers an application for the evolved genes as dual-purpose selectable/counter-selectable markers.

biochemistry↗

NTR 2.0: a rationally-engineered prodrug converting enzyme with substantially enhanced efficacy for targeted cell ablation

Heterologously-expressed bacterial nitroreductase (NTR) enzymes sensitize eukaryotic cells to prodrugs such as metronidazole (MTZ), enabling selective cell ablation paradigms that have expanded studies of cell function and regeneration in vertebrate systems. However, first-generation NTRs require confoundingly toxic prodrug treatments (e.g. 10 mM MTZ) and some cell types have proven resistant. We used rational engineering and cross-species screening to develop a NTR variant, NTR 2.0, which exhibits ~100-fold improvement in MTZ-mediated cell-specific ablation efficacy. Toxicity tests in zebrafish showed no deleterious effects of prolonged MTZ treatments of [≤]1 mM. NTR 2.0 therefore enables sustained cell loss paradigms and ablation of previously resistant cell types. These properties permit enhanced interrogations of cell function, extended challenges to the regenerative capacities of discrete stem cell niches, and enable modeling of chronic degenerative diseases. Accordingly, we have created a series of bipartite transgenic resources to facilitate dissemination of NTR 2.0 to the research community.

cell biology↗

Mechanistic understanding enables the rational design of salicylanilide combination therapies for Gram-negative infections

One avenue to combat multidrug-resistant Gram-negative bacteria is the co-administration of multiple drugs (combination therapy), which can be particularly promising if drugs synergize. The identification of synergistic drug combinations, however, is challenging. Detailed understanding of antibiotic mechanisms can address this issue by facilitating the rational design of improved combination therapies. Here, using diverse biochemical and genetic assays, we reveal the molecular mechanisms of niclosamide, a clinically-approved salicylanilide compound, and demonstrate its potential for Gram-negative combination therapies. We discovered that Gram-negative bacteria possess two innate resistance mechanisms that reduce their niclosamide susceptibility: a primary mechanism mediated by multidrug efflux pumps and a secondary mechanism of nitroreduction. When efflux was compromised, niclosamide became a potent antibiotic, dissipating the proton motive force (PMF), increasing oxidative stress and reducing ATP production to cause cell death. These insights guided the identification of diverse compounds that synergized with salicylanilides when co-administered (efflux inhibitors, membrane permeabilizers, and antibiotics that are expelled by PMF-dependent efflux), thus suggesting that salicylanilide compounds may have broad utility in combination therapies. We validate these findings in vivo using a murine abscess model, where we show that niclosamide synergizes with the membrane permeabilizing antibiotic colistin against high-density infections of multidrug-resistant Gram-negative clinical isolates. We further demonstrate that enhanced nitroreductase activity is a potential route to adaptive niclosamide resistance but show that this causes collateral susceptibility to clinical nitro-prodrug antibiotics. Thus, we highlight how mechanistic understanding of mode of action, innate/adaptive resistance, and synergy can rationally guide the discovery, development and stewardship of novel combination therapies. ImportanceThere is a critical need for more effective treatments to combat multidrug-resistant Gram-negative infections. Combination therapies are a promising strategy, especially when these enable existing clinical drugs to be repurposed as antibiotics. We reveal the mechanisms of action and basis of innate Gram-negative resistance for the anthelmintic drug niclosamide, and subsequently exploit this information to demonstrate that niclosamide and analogs kill Gram-negative bacteria when combined with antibiotics that inhibit drug efflux or permeabilize membranes. We confirm the synergistic potential of niclosamide in vitro against a diverse range of recalcitrant Gram-negative clinical isolates, and in vivo in a mouse abscess model. We also demonstrate that nitroreductases can confer resistance to niclosamide, but show that evolution of these enzymes for enhanced niclosamide resistance confers a collateral sensitivity to other clinical antibiotics. Our results highlight how detailed mechanistic understanding can accelerate the evaluation and implementation of new combination therapies.

microbiology↗

Large-scale Phenotypic Drug Screen Identifies Neuroprotectants in Zebrafish and Mouse Models of Retinitis Pigmentosa

Retinitis pigmentosa (RP) and associated inherited retinal diseases (IRDs) are caused by rod photoreceptor degeneration, necessitating therapeutics promoting rod photoreceptor survival. To address this, we tested compounds for neuroprotective effects in zebrafish and mouse RP models, reasoning drugs effective across species may translate better clinically. We first performed a large-scale phenotypic drug screen using a larval zebrafish model of inducible RP. 2,934 compounds, mostly human-approved drugs, were tested across six concentrations. Statistically, 113 compounds achieved "hit" status. Secondary tests of 42 high-priority hits confirmed eleven lead compounds. Nine leads were then evaluated in mouse RP models, with six exhibiting neuroprotective effects. An analysis of potential mechanisms of action suggested complementary activities. Paired lead compound assays in zebrafish showed additive neuroprotective effects for the majority. These results highlight the value of cross-species phenotypic drug discovery and suggest combinatorial drug therapies may provide enhanced therapeutic benefits for patients with RP and IRDs.

neuroscience↗