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Hierarchical AI enables global interpretation of culture plates in the era of digital microbiology | NComm

Hierarchical AI enables global interpretation of culture plates in the era of digital microbiology | NComm | RMH | Scoop.it

Full Laboratory Automation is revolutionizing work habits in an increasing number of clinical microbiology facilities worldwide, generating huge streams of digital images for interpretation. Contextually, deep learning architectures are leading to paradigm shifts in the way computers can assist with difficult visual interpretation tasks in several domains. At the crossroads of these epochal trends, we present a system able to tackle a core task in clinical microbiology, namely the global interpretation of diagnostic bacterial culture plates, including presumptive pathogen identification. This is achieved by decomposing the problem into a hierarchy of complex subtasks and addressing them with a multi-network architecture we call DeepColony. Working on a large stream of clinical data and a complete set of 32 pathogens, the proposed system is capable of effectively assist plate interpretation with a surprising degree of accuracy in the widespread and demanding framework of Urinary Tract Infections. Moreover, thanks to the rich species-related generated information, DeepColony can be used for developing trustworthy clinical decision support services in laboratory automation ecosystems from local to global scale. DeepColony is a multi-level AI solution for the interpretation of bacterial culturing images in clinical microbiology laboratory automations. Here, the authors show it allows presumptive identification and quantitation of relevant pathogens at both colony- and plate-level.

mhryu@live.com's insight:

tell species by colony morphology 

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Oxygen metabolism in descendants of the archaeal-eukaryotic ancestor | nat

Oxygen metabolism in descendants of the archaeal-eukaryotic ancestor | nat | RMH | Scoop.it

Asgard archaea were pivotal in the origin of complex cellular life. Heimdallarchaeia (a class within the phylum Asgardarchaeota) are inferred to be the closest relatives of eukaryotes. Limited sampling of these archaea constrains our understanding of their ecology and evolution, including their role in eukaryogenesis. Here we use massive DNA sequencing of marine sediments to obtain 404 Asgardarchaeota metagenome-assembled genomes, including 136 new Heimdallarchaeia and several novel lineages. Analyses of their global distribution revealed they are widespread in marine environments, and many are enriched in variably oxygenated coastal sediments. Detailed metabolic reconstructions and structural predictions suggest that Heimdallarchaeia form metabolic guilds that are distinct from other Asgardarchaeota. These archaea encode hallmark proteins of an aerobic lifestyle, including electron transport chain complex (IV), haem biosynthesis and reactive oxygen species detoxification. Heimdallarchaeia also encode novel clades of respiratory membrane-bound hydrogenases with additional Complex I-like subunits, which potentially increase proton-motive force generation and ATP synthesis. Thus, we propose an updated Heimdallarchaeia-centric model of eukaryogenesis in which hydrogen production and aerobic respiration may have been present in the Asgard-eukaryotic ancestor. This expanded catalogue of Asgard archaeal genomic diversity suggests that bioenergetic factors influenced eukaryogenesis and constitutes a valuable resource for investigations into the origins and evolution of cellular complexity. Sequencing of marine sediments finds 136 newly identified Heimdallarchaeia and several novel lineages, and indicates that Heimdallarchaeia evolved distinct metabolic capabilities from other Asgardarchaeota, in conditions that may have given rise to early eukaryotes.

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Synthetic circuits for cell ratio control | nat

Synthetic circuits for cell ratio control | nat | RMH | Scoop.it

Recent advances in genetic engineering have provided diverse tools for artificially diversifying both prokaryotic and eukaryotic cell populations. However, achieving precise control over the ratios of multiple cell types within a population derived from a single founder remains a major challenge. Here we introduce a suite of recombinase-mediated genetic devices designed to accurately control population ratios, enabling the distribution of distinct functionalities across multiple cell types. We systematically evaluated key parameters that influence recombination efficiency and developed data-driven models to reliably predict binary differentiation outcomes. Using these devices, we constructed parallel and series circuit topologies to implement user-defined, multistep cell-fate branching programs. The branching devices facilitated the autonomous differentiation of precision fermentation consortia from a single founder yeast strain, optimizing cell-type ratios for applications such as pigmentation and cellulose degradation. Similar effects were obtained with mammalian cells. We also engineered multicellular aggregates with genetically encoded morphologies by coordinating self-organization through cell adhesion molecules. Our work provides a comprehensive characterization of recombinase-based cell-fate branching mechanisms and introduces an approach for constructing synthetic consortia and multicellular assemblies. A synthetic genetic circuit made up of recombinase-based cell-fate branching devices enables precise control over the ratios of cell types in an offspring population derived from one founder strain, and could be used to build user-defined multicellular aggregates.

mhryu@live.com's insight:

lu tk, elowitz idea in yeast, By tuning DNA sequences between att sites and exploiting mutated att variants, we achieve precise control of binary population ratios spanning 0.1% to 99.9% from a single founder. 

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Enhancing the performance of Magnets photosensors | Ncm

Enhancing the performance of Magnets photosensors | Ncm | RMH | Scoop.it

Photosensory protein domains, derived from nature, are foundational for optogenetic protein engineering. Tailoring their properties enables their full exploitation for optogenetic regulation in basic research and applied bioengineering applications. Here, we present a simple, yet powerful strategy based on random mutagenesis coupled to high-throughput screening that allowed altering the most fundamental properties of the widely used nMag/pMag photodimerization system: its light sensitivity and activation. Variants were characterized in vivo in bacteria by flow cytometry and during the entire growth curve by spectrofluorometry. We identify mutations that either increase or decrease the light sensitivity at sub-saturating light intensities, while also improving the light activation and dark-to-light fold change. Notably, light sensitivity and activation levels could be changed independently. In addition, we demonstrated that the shapes of the dose-response curves can be finely tuned. This broadens the applicability of the Magnets photosensors for optogenetic regulation strategies. Photosensory protein domains, derived from nature, are foundational for optogenetic protein engineering. Here the authors develop a high-throughput strategy to tune the light sensitivity and activation of a widely used optogenetic protein system.

mhryu@live.com's insight:

Khammash, directed evolution of nmag

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An orthogonal RNA aptamer for targeted RNA regulation in phase-separated subcellular compartments | Ncm

An orthogonal RNA aptamer for targeted RNA regulation in phase-separated subcellular compartments | Ncm | RMH | Scoop.it

Subcellular compartments organize RNAs into phase-separated condensates, significantly influencing RNA metabolism. However, the study of how specific RNAs regulate interacting factors and their phenotypic outcomes is hindered by the lack of advanced imaging and regulation tools. To address this, we developed an orthogonal RNA aptamer system, Clivia-HT, which integrates a fluorescent imager with a ribonuclease-targeting chimera (RIBOTAC) degrader. This platform enables simultaneous RNA visualization and targeted degradation in living cells. Furthermore, we engineered light-activatable and light-inactivatable RIBOTACs to achieve temporal RNA degradation control. Applying this system, we demonstrated that Activating Transcription Factor 4 (ATF4) mRNA localizes to stress granules and regulates their dynamics. We also detected the role of Non-Coding RNA Activated by DNA Damage (NORAD) in RNA–protein condensate assembly. Our approach establishes a versatile method for spatiotemporal RNA manipulation, providing a powerful tool for probing RNA function in dynamic cellular environments. Studying RNA in cellular condensates requires precise tools. Here, the authors developed an orthogonal RNA aptamer system for simultaneous RNA visualization and targeted degradation, revealing new roles for specific RNAs in stress granule and NP body dynamics.

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Visualizing Microbial Indirect Extracellular Electron Transfer | acs

Visualizing Microbial Indirect Extracellular Electron Transfer | acs | RMH | Scoop.it

Indirect extracellular electron transfer (IEET) mediated by soluble electron shuttles is a critical pathway for anaerobic microbial respiration, influencing redox transformations and element cycling in natural environments. However, direct spatial visualization of the electron transfer extent has remained limited. Here, employing silver ions (Ag+) as electron traps and photothermal imaging of as-formed Ag nanoparticles, we visually demonstrated that microbes can effectively transfer electrons over centimeter distances. For instance, Shewanella oneidensis MR-1 transferred electrons across 11.5 ± 1.0 mm within 24 h, reaching 12.4 ± 0.2 mm after 48 h. Both endogenous molecules (e.g., phenazine-1-carboxylic acid, riboflavin) and exogenous compounds (e.g., natural organic matter) could function as electron shuttles, mediating long electron transfer (12.0 ± 0.7 mm to 19.2 ± 0.8 mm for endogenous molecules, and 1.3 ± 0.2 mm to 2.5 ± 0.4 mm for exogenous molecules within 24 h, respectively). Moreover, long-distance IEET was observed in taxonomically and ecologically diverse microbes that are abundant in aquatic and terrestrial environments, confirming its ubiquity. Such long-distance IEET profoundly impacts elemental cycles, as exemplified by enhanced remote methanogenesis and reductive iron mineral dissolution, suggesting that centimeter-scale IEET enables microbial access to distant electron acceptors and promotes interspecies electron flow. Our study provides visualized evidence for the pivotal IEET processes and offers a robust in situ imaging approach for studying IEET-triggered biogeochemical processes.

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Tempo and mode of gene evolution revealed by the Lenski long-term evolution experiment | brve

Tempo and mode of gene evolution revealed by the Lenski long-term evolution experiment | brve | RMH | Scoop.it

The process of evolutionary change remains poorly understood. By analyzing genomic data from 12 populations in Lenski's long-term evolution experiment (LTEE) over 60,000 generations, we identified a clear sequence in gene adaptation: growth-related genes evolved early, while survival-related genes evolved later. Early-evolving genes exhibited higher rates of both nonsynonymous and synonymous substitutions. We also observed a general decline in gene evolutionary rates across LTEE populations, with additional data highlighting the role of fitness gains in determining evolutionary rates. These findings suggest that, in a relatively stable environment, the fitness gains from beneficial mutations decrease as adaptation progresses. This diminishing return on fitness gains may represent a key evolutionary rule, potentially contributing to evolutionary stasis and the prevalence of neutral evolution.

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Construct design for precise DNA insertion in plants | Tin

Construct design for precise DNA insertion in plants | Tin | RMH | Scoop.it
Precise insertion of DNA sequences at targeted locations in plant genomes is pivotal for synthetic biology, genetics, and crop improvement. Construct design plays a critical role in achieving precise insertions, yet practical guidance remains limited. This review provides an in-depth overview of construct design principles and targeted DNA insertion (knock-in) strategies in plants. We assess the strengths, limitations, and construct requirements of current knock-in methods for specific applications, including short, large, and multifragment insertions. Additionally, we explore the potential of adopting advanced nonplant technologies to enhance knock-in efficiency and precision in plants. This review provides a valuable resource for facilitating the effective application of knock-in technologies to genetically improve crops with minimal off-target effects.
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Horizontal transfer promotes allele segregation in multicopy plasmids | brveco

Horizontal transfer promotes allele segregation in multicopy plasmids | brveco | RMH | Scoop.it

Plasmids reside within prokaryotic cells in multiple copies and can spread horizontally between hosts. Their multicopy nature enables intracellular allele diversity (heteroplasmy), and their segregation depends on the modes of plasmid replication and partition. Horizontal plasmid transfer has the potential to alter plasmid allele composition, however its impact on plasmid allele dynamics remains poorly understood. Here, we show that conjugative plasmid transfer accelerates the segregation of plasmid heteroplasmy by promoting the emergence of homoplasmic hosts. Using a quantitative experimental system to track plasmid allele dynamics in Acinetobacter baylyi under non-selective conditions, we followed the fate of a novel antibiotic resistance allele introduced into an ancestral donor population. While alleles in heteroplasmic donors segregated over time, conjugation produced almost only homoplasmic recipients whose allele composition closely mirrored that of the donor pool. Heteroplasmic recipients were rare and arose primarily from multiple plasmid transfer events prior to plasmid establishment. A mathematical model calibrated to the experimental setup predicts that conjugation accelerates plasmid allele segregation, with effects scaling with plasmid copy number and conjugation frequency. Our findings identify horizontal transfer as a previously unrecognized segregation pathway shaping the evolution of mobile genetic elements.

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2st, idea, 

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Engineering microbial consortia for biosynthesis: Construction, regulation, and applications | badv

Engineering microbial consortia for biosynthesis: Construction, regulation, and applications | badv | RMH | Scoop.it
Synthetic microbial consortia (SMCs) represent a paradigm shift from monocultures to multi-strain systems that leverage ecological interactions for enhanced environmental adaptation and bioproduction. This review systematically sorts out engineering strategies for constructing stable SMCs, focusing on three core principles regarding host selection based on obligate mutualism (e.g., auxotrophs), pathway modularization to resolve metabolic conflicts, and dynamic regulation using tools like quorum sensing and optogenetics. We demonstrate the efficacy of SMCs in diverse applications including high-value compound synthesis and lignocellulosic biomass conversion through consolidated bioprocessing and inhibitor mitigation. SMCs enabling advanced functions in engineered living materials, environmental remediation, and biomedical innovation via division of labor are also described. Despite such progress, challenges in scalability and real-time control of SMCs under industrial conditions remain. We conclude that SMCs serve to bridge evolutionary ecology and biotechnology, offering robust solutions for sustainable biomanufacturing and beyond.
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Uniform bacterial genetic diversity along the gut | Ncm

While environmental gradients are known to result in heterogeneous distributions of bacterial species along the gastrointestinal tract, the spatial distribution of genetic diversity within these species remains poorly understood. Because bacterial genetic variants influence host traits like inflammation and metabolism, understanding their distribution is critical. Here, we analyze ~30 common gut commensals in germ-free mice colonized with the same healthy human stool. Unexpectedly, we find that while species composition varied significantly across gut regions, genetic diversity within species remained remarkably uniform. This uniformity is driven by similar strain frequencies along the gut lumen, indicating that genetically divergent strains can coexist without spatial segregation. Furthermore, ~60 evolutionary adaptations arising within the mice tend to sweep globally throughout the gut, showing little region-specificity. We observe similar dynamics in conventional mice and humans, suggesting that uniform bacterial genetic diversity is a conserved, robust feature of mammalian gut ecosystems. Here, the authors show that while species composition varies significantly across gut regions, genetic diversity within species is remarkably uniform and driven by similar strain frequencies along the gut lumen and global selective sweeps throughout the gut.

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species changes while strains remain?

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Toward a systems metabolic engineering approach to improve thermotolerance of Escherichia coli | Mcf

Toward a systems metabolic engineering approach to improve thermotolerance of Escherichia coli | Mcf | RMH | Scoop.it

E. coli is one of the leading microbial chassis for bioproduct manufacturing in biotechnology. However, its use in high-temperature bioprocesses is restricted to its mesophilic nature. Rational engineering for improving thermotolerance in E. coli is challenging due to the limited understanding of the molecular functions and interactions involved in supraoptimal thermal adaptation. In recent decades, various approaches have been applied to increase the thermotolerance of E. coli. In this review, we examine the effect of temperature on cellular growth and thermal adaptation at supraoptimal temperatures and discuss how this knowledge can be applied to increase thermotolerance in E. coli. We particularly emphasize systems, synthetic, and evolutionary biology approaches that translate into systems metabolic engineering strategies to improve E. coli thermotolerance. We expect that systems-level insights into heat-stress physiology will enable data-driven strategies for the development of thermotolerant E. coli strains that can be used in high-temperature bioprocesses.

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thermo

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A Modified Methyl Transferase Cofactor to Selectively Silence Gene Expression in Escherichia coli | cbc

A Modified Methyl Transferase Cofactor to Selectively Silence Gene Expression in Escherichia coli | cbc | RMH | Scoop.it

Artificial control of gene expression in bacteria offers interesting prospects for influencing bacterial pathogenicity and antibiotic resistance. We show that the methyl-transferase cofactor, AdoHcy azide, can silence gene expression in modified plasmids in some strains of E. coli, where ampicillin and kanamycin resistance as well as eGFP genes were selectively and independently disabled. The disabling of transcription is likely due to steric inhibition during transcription initiation, which is supported by Sanger and nanopore sequencing results. Both sequencing methods showed that 3–6 nucleotides were absent from around the modification site. Postgrowth, extracted AmpR/eGFP plasmid shows evidence of restriction, with sections of the plasmid, including the modification site, missing for the AdoHcy azide modified plasmids. Notably, the AdoHcy azide modification on the DNA appears to be resistant against demethylation in the BL21 strain of E. coli.

mhryu@live.com's insight:

methylation, the M.TaqI enzyme recognizes the sequence TCGA. Natively, this enzyme transfers a methyl group from S-adenosyl methionine (SAM) to the amino group on the adenine in the recognition sequence, whereas in the present study the methyl group is replaced with AHA

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Enzymatically Controlled Release of Proteins and Peptides (ENCOREP): A Promising Alternative Secretion Approach | iSci

Enzymatically Controlled Release of Proteins and Peptides (ENCOREP): A Promising Alternative Secretion Approach | iSci | RMH | Scoop.it
The biological activity of many proteins is influenced by glycosylation, underscoring its essential role. However, no established recombinant technique currently enables the controlled shedading of glycosylated extracellular loops from transmembrane proteins. Here, we describe enzymatically controlled release of displayed proteins and peptides (ENCOREP), a strategy that enablesin situ expression at the cell surface and protease-mediated release, followed by collection from the cell culture medium. Using ENCOREP, we achieved the production of glycosylated peptides. These glycopeptides, derived from the large extracellular loop of the highly glycosylated CD63, illustrate the type of targets that are otherwise inaccessible with current methods but can be readily obtained using ENCOREP. Overall, ENCOREP provides a rapid and reliable approach to obtain glycosylated proteins or peptides while bypassing the conventional signal peptide–dependent secretory pathway.
mhryu@live.com's insight:

Membrane-bound proteins localized at the cell surface are usually N-glycosylated and their glycan trees can have a length of 30 Å. surface display

wildtype TEVp is not active when produced via the secretory pathway. Two major post translational modifications, cysteine oxidation and glycosylation, significantly influence the correct folding and structure of the TEVp molecule.

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The hidden role of rhizospheric viruses in promoting nitrogen fixation in soils | Ncm

The hidden role of rhizospheric viruses in promoting nitrogen fixation in soils | Ncm | RMH | Scoop.it

Biological nitrogen fixation is a cornerstone of terrestrial nitrogen cycling, traditionally attributed to bacterial nitrogenase activity. However, the potential contribution of rhizospheric viruses remains largely unexplored. Here, we reveal the global distribution of nitrogen-fixing genes, with widespread detection of nifA, nifL, nifU, and nifH in both bacteria and viruses, and identify nifU as a viral auxiliary metabolic gene (AMG). Analysis of viral communities in rhizosphere and bulk soils cultivated with cowpea showed that viral nifU expression was significantly upregulated in rhizosphere soils. Using 15N₂ stable-isotope tracing and virus transplantation experiments, we demonstrate that virus-encoded nitrogen-fixing AMGs, horizontally transferred from bacteria such as Azospirillum thermophilum (70–99% homology), increased nitrogenase activity from 1.79 to 3.14 nmol C2H4 g-1 dry soil h-1. This enhancement was accompanied by shifts in bacterial community composition, with the relative abundance of the nitrogen-fixing genus Azotobacter reaching 90.8%. These results uncover a previously hidden role of rhizospheric viruses in promoting bacterial nitrogen fixation, suggesting that viral-mediated gene transfer could be leveraged to enhance nitrogen cycling in soils and inform sustainable soil management strategies. Biological nitrogen fixation is crucial for soil fertility and is often attributed to bacteria. This study reveals that viruses can facilitate bacterial nitrogen fixation by encoding the auxiliary metabolic gene nifU.

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r-2st

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Single-molecule peptide sequencing through reverse translation of peptides into DNA | Nbt

Single-molecule peptide sequencing through reverse translation of peptides into DNA | Nbt | RMH | Scoop.it

Despite advances in mass spectrometry and emerging single-molecule approaches, sequencing peptides at the single-molecule level remains a central challenge in proteomics. Here we present a ‘reverse translation’ strategy that enables single-molecule peptide sequencing with single-amino-acid resolution. In this approach, peptides undergo a modified Edman degradation that iteratively releases N-terminal amino acids tagged with peptide-specific DNA barcodes. Antibody-mediated proximity extension assays identify these barcoded amino acids and generate PCR-amplifiable DNA reporters that record the identity, position and originating peptide of each amino acid. The resulting DNA library is directly read by high-throughput sequencing, converting peptide sequences into digital DNA outputs. Using this approach, we demonstrate true single-molecule peptide sequencing, achieving full sequence coverage in millions of reads and accurate differentiation of both native and post-translationally modified peptides. These results establish a framework that redefines protein sequencing as a DNA sequencing problem and lays the foundation for high-throughput, de novo single-molecule protein sequencing. Peptides are sequenced by converting each amino acid into amplifiable DNA barcodes.

mhryu@live.com's insight:

3st, protein sequencing, iteratively releases amino acids from their parent peptides and encodes them into DNA

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Mushroom biotech startups help address global challenges | Ncm

Mushroom biotech startups help address global challenges | Ncm | RMH | Scoop.it

The mushroom innovation ecosystem highlights significant advances in mycology, biotechnology, and biofabrication, as well as the role of startups in translating these breakthroughs into products. By tracing these translational pathways, this Perspective aims to demonstrate that mushrooms represent more than a scientific resource - they embody a cross-sectoral model for bioinspired innovation with profound impact on sustainable industry and human wellbeing. This Review article explores how startups translate advances in mycology, biotechnology and biofabrication to address pressing environmental and societal challenges. It positions mushrooms as a cross-sector platform for sustainable innovation with wide-reaching benefits for industry and human wellbeing.

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industry

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Sustained nitric oxide production by engineered E. coli remodels the tumor microenvironment and potentiates immunotherapy | Nbt

Sustained nitric oxide production by engineered E. coli remodels the tumor microenvironment and potentiates immunotherapy | Nbt | RMH | Scoop.it

Tumor immunotherapy is often compromised by an immunosuppressive tumor microenvironment (TME) characterized by abnormal vasculature and exhausted T cells. Here, given the role of nitric oxide (NO) in favorably remodeling the TME, we engineered Escherichia coli Nissle 1917 (ECN) with a synthetic arginine–NO circuit (ECN-NO) that modifies the arginine synthesis pathway to constitutively synthesize arginine and enable sustained NO production. Specifically, deletion of the arginine repressor ArgR relieved feedback inhibition of arginine biosynthesis, whereas co-expression of argininosuccinate synthase and lyase (ArgG/ArgH), together with Bacillus subtilis nitric oxide synthase (BsNOS), enabled sustained NO production through enhanced arginine regeneration. Intratumoral colonization of ECN-NO significantly enhanced the antitumor efficacy of anti-programmed cell death ligand 1 (αPD-L1) immunotherapy, resulting in durable tumor regression across multiple solid tumor mouse models. Mechanistically, ECN-NO induced vascular normalization and dendritic cell recruitment, alleviated tumor immunosuppression and synergized with αPD-L1 to expand functional CD8+ T cells, reverse T cell exhaustion and promote memory T cell formation, establishing antitumor immunity for at least 120 days. Solid tumors are sensitized to anti‑PD‑L1 immunotherapy by engineered E. coli to produce nitric oxide.

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A simple test demonstrates that many prokaryotic accessory genes are adaptive | brve

Bacterial genomes often contain many genes that are only present in a subset of strains, the so-called accessory genes. Whether these genes are adaptive, neutral or deleterious remains contentious. Here we introduce a simple test to differentiate between these possibilities. If an accessory gene is adaptive then the sequence of the gene should be conserved, and the ratio of non-synonymous to synonymous diversity, π_n⁄π_s , should be less than one. In contrast, if the gene is neutral or deleterious, selection should not conserve the gene sequence, and π_n⁄π_s should equal one. We apply this test to accessory genes in Escherichia coli and Staphylococcus aureus; two highly divergent bacterial species with a large and a small pangenome respectively. We find π_n⁄π_s <1 for genes at all frequencies in both species demonstrating that many are adaptive. We estimate that at least 75% of all the accessory genes are maintained by selection in the two samples of 500 genomes that we have analysed, equating to thousands of adaptive accessory genes in both species, a substantial increase on previous estimates.

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Advances in detecting category A biothreat agents: Toward symptom-driven sensing strategies | ssb

Advances in detecting category A biothreat agents: Toward symptom-driven sensing strategies | ssb | RMH | Scoop.it
The rise of emerging technologies like synthetic biology and artificial intelligence has raised alarms about new forms of weaponized diseases, given their threat to life and societal economic burden. This underscores the critical role of developing sensor technologies for countermeasures. This review focuses on the latest biosensing platforms for Category A biothreat agents, summarizing their diagnostic targets and innovative methods for process optimization and signal amplification. We also examine the clinical progression and symptomatic characteristics associated with these agents. Our goal is to establish a systematic link between sensor technology and clinical application, ultimately supporting research on medical resource allocation for bioterrorism, epidemics, and public health.
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biological threat

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New insights into microbial manipulation of the plant spliceosome | jeb

New insights into microbial manipulation of the plant spliceosome | jeb | RMH | Scoop.it

Alternative splicing (AS) has emerged as a regulatory layer in plant adaptation to the environment. In particular, biotic stresses trigger a drastic remodeling of the plant AS landscape, with minimal overlap with changes at the gene expression level, suggesting an additional, albeit poorly understood, mechanism of regulation. Recent studies have revealed that effectors from unrelated pathogens target core spliceosome components as well as accessory splicing factors. While this targeting is beginning to shed light on the relevance of the modulation of the plant AS landscape for pathogen invasion, it has also led to the identification of novel splicing factors, allowing the discovery of unexplored characteristics of the plant splicing machinery. Here, we review this emerging field, which delineates an additional battleground in the evolutionary arms race between plants and pathogens and has the potential to advance our biochemical and mechanistic understanding of the plant spliceosomal complex.

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Large-scale multi-omics profiling reveals environmental and evolutionary drivers of fungal phylogeographic and metabolic diversity | Ncm

Large-scale multi-omics profiling reveals environmental and evolutionary drivers of fungal phylogeographic and metabolic diversity | Ncm | RMH | Scoop.it

Chemical innovation is essential for fungi to adapt to ever-changing ecological environments. However, the environmental and evolutionary drivers of fungal metabolic differentiation remain ambiguous. Here, we show the phylogeographic diversity of 1052 Aspergillus flavus strains across four continents, as conducted through phylogenetic and biogeographical analysis, including 544 newly sequenced strains from China. These strains exhibit varying levels of population-specific mycotoxin production, as determined by population metabolomics analysis. We report a toxigenic subpopulation from China, identified through comparative population genomics analysis. Pan-metabolome analysis reveals strong phylogeographic metabolic patterns associated with specific ecological niches. Low-mycotoxin production clades harbor distinct uncharacterized biosynthetic gene clusters and produce different specialized metabolites instead. This discrepancy is only partially explained by variation in biosynthetic pathway genes, and changes in regulation and primary metabolism appear to mainly drive differentiation of specialized metabolite profiles across fungal populations, as indicated by pangenome profiling, metabolites-genome-wide association study, genotype-environment association study, pan-transcriptome analysis, and gene knockout experiments. Altogether, our results reveal how environmental shifts drive the fungal metabolic evolution, and provide insights for predicting the risk of harmful fungal outbreaks and for biogeographically-informed, precise control measures. Drivers of fungal metabolic diversity are incompletely understood. Here, the authors conduct a global genomics study of over 1,000 pathogenic fungi to show that geography shapes the metabolic diversity in Aspergillus flavus revealing how climate drives fungal chemical adaptive evolution.

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Metabolic engineering of Escherichia coli for the production of two-carbon primary amines | meg

Metabolic engineering of Escherichia coli for the production of two-carbon primary amines | meg | RMH | Scoop.it
Primary amines are the industrially important chemicals widely used in the manufacture of dyes, pharmaceuticals, and agrochemicals. In this study, we developed metabolically engineered E. coli strains for the efficient production of two-carbon primary amines, ethylamine and ethanolamine. For ethylamine production, metabolic pathways were optimized by enhancing flux toward the precursor l-alanine and by increasing the expression of a valine decarboxylase variant, VlmDV94I. Subsequent optimization of fed-batch fermentation resulted in the production of 36.3 g/L of ethylamine with a productivity of 0.432 g/L/h and a yield of 0.184 g/g glucose. For ethanolamine production, the l-serine biosynthetic pathway was engineered by introducing a feedback-inhibition-resistant enzyme and deleting l-serine utilization pathways. Additional deletion of the iclR and ygeA genes further boosted precursor supply by activating the glyoxylate shunt and preventing the conversion of l-serine to d-serine. We then screened serine decarboxylases and identified Atsdc from Arabidopsis thaliana as the most effective enzyme. Under optimized fermentation conditions, the final strain produced 36.9 g/L of ethanolamine with a productivity of 1.04 g/L/h and a yield of 0.184 g/g glucose. These titers and productivities represent the highest reported values for bio-based production of two-carbon primary amines, demonstrating the strong industrial potential of microbial cell factories. 
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lee sy

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Reprogrammed SimCells for antimicrobial therapy | pnas

Reprogrammed SimCells for antimicrobial therapy | pnas | RMH | Scoop.it
Antimicrobial resistance (AMR) is a critical global health challenge. In this study, we developed a platform based on chromosome-free and nonreplicating simple cells (SimCells, size 1 to 2 µm) and mini-SimCells (size 100 to 400 nm) for targeted pathogen elimination. Engineered with surface-displayed nanobodies, SimCells and mini-SimCells selectively bind bacteria expressing specific antigens (e.g., OmpA in E. coli). The selective interactions facilitate close SimCell-pathogen proximity, enabling two antimicrobial mechanisms: direct injection of toxic effectors into bacterial cytoplasm via a heterologous expression of type VI secretion system (T6SS), and enzymatic conversion of aspirin into catechol by engineered salicylate hydroxylase, leading to sustained local production of hydrogen peroxide (H2O2). Our results demonstrate that both reprogrammed SimCells and mini-SimCells can eliminate target E. coli with high specificity and efficiency. Multidose reprogrammed mini-SimCell treatment led to a 103-fold selective reduction of targeted bacteria in mixed microbial communities, with minimal disruption to nontarget bacteria. We demonstrate that reprogrammed mini-SimCells, engineered with nanobody targeting outer membrane protein OmpA of the clinically relevant multidrug-resistant pathogen E. coli ST131, achieved elimination efficiencies over 97% at 24 and 48 h. This modularized “plug-and-play” antimicrobial platform provides a highly specific, efficient, and adaptable solution for combating diverse AMR pathogens.
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2st, we engineered (mini-)SimCells to express nanobodies targeting outer membrane protein (OmpA). Specifically, we used Nb39, a nanobody exhibiting high binding affinity and specificity for the long OmpA isoform

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March 17, 11:53 PM
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Machine learning for designing low-risk microbial consortia pesticides | Tin

Machine learning for designing low-risk microbial consortia pesticides | Tin | RMH | Scoop.it
Microbial consortia, considered low-risk pesticides (LRPs), appear to be valuable tools for reducing our dependence on chemical pesticides. However, their use is limited by inconsistent product efficacy and registration difficulties. Artificial intelligence (AI) and machine learning (ML) offer solutions for designing and evaluating synthetic microbial communities (SynComs), predicting their compatibility, ecological stability, and biocontrol efficacy. The transition from laboratory discovery of SynCom-based LRPs to field application and commercialization could be significantly accelerated. Here, we review the methods and steps necessary to establish reliable SynComs and describe how AI and ML approaches could improve the construction and validation of SynCom-based LRPs to obtain more specific results that can contribute to their risk assessment.
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Scooped by mhryu@live.com
March 17, 11:14 PM
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AlphaFold hits ‘next level’: the AI database now includes protein pairing | nat

AlphaFold hits ‘next level’: the AI database now includes protein pairing | nat | RMH | Scoop.it

For the first time, the AlphaFold protein-structure database will include predictions of complexes of proteins — with the addition of 1.7 million ‘homodimers’ comprising two interacting strands of the same molecule. Since its release in 2021, this repository has become a bedrock in discovery and a first port of call for research projects that try to understand life at the molecular level. In the coming weeks, the AlphaFold database will also include complexes called heterodimers, which are made of two different proteins. 

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