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Harnessing biotechnology for bee pollinator health | Tin

Harnessing biotechnology for bee pollinator health | Tin | RMH | Scoop.it
Bees are vital to global food security and biodiversity but their populations are threatened by a steady flux of interacting stressors. Current mitigation strategies are failing to address the complexity and scale of these threats. Biotechnology offers innovative solutions to protect essential pollination services and secure the future of beekeeping. Omic tools guided by artificial intelligence can unlock new possibilities for strengthening bee populations and improve their ability to adapt to emerging challenges. Molecular and bio-based treatments offer precise, nonchemical inputs for managed hives. Synthetic biology enables engineered gut microbiomes, pollinator-friendly crops, and artificial diets that are tailored to bee health. We discuss recent progress and future directions of biotechnology to help bees cope with a rapidly changing world.
?'s insight:

Two examples currently deployed in the US include the Pivot Bio nitrogen-fixing bacterium (Proven®) and the BASF Poncho®/VOTiVO® seed treatment, both of which improve plant health.

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Structure-guided design of protein attachment points for functional augmentation of complex molecular machines | Brvbe

Structure-guided design of protein attachment points for functional augmentation of complex molecular machines | Brvbe | RMH | Scoop.it

Protein-protein conjugation systems are a powerful way of creating fusion proteins and enable the dynamic combination of protein domains with diverse functionalities. However, the insertion of these systems into enzymes is often performed with little consideration of the structural impact they might have. This is particularly relevant when modifying complex molecular machines that transition between numerous conformational states. Here, we address this issue by developing SIMPLIFE, a computational workflow that supports the design of optimal insertion sites for conjugation tags based on the structure of the proteins involved and performs localised residue redesign where needed. We demonstrate how SIMPLIFE can be used to effectively augment the function of T7 RNA polymerase using the DogCatcher-DogTag system, enabling diverse and dynamically varying mutations within a targeted region of DNA. This work demonstrates the power of combining biophysical and machine learning based approaches for protein structure prediction to efficiently augment the function of molecular machines, accelerating our ability to combine complex biochemical functionalities in new ways.

?'s insight:

Gorochowski, highly active cytosine deaminase protein, PmCDA1, developed for the eMutaT7 system

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June 22, 11:36 PM
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Development of a lysine biosensor for the dynamic regulation of cadaverine biosynthesis in E. coli | Mcf

Development of a lysine biosensor for the dynamic regulation of cadaverine biosynthesis in E. coli | Mcf | RMH | Scoop.it

As one of the most promising monomers of biobased polyamides, cadaverine has wide industrial application prospects. However, in microbial cadaverine fermentation with glucose as the sole carbon source, the impaired coordination between precursor (lysine) utilization and cytotoxic cadaverine accumulation has been identified as the primary bottleneck limiting high-yield biosynthesis. Here, we developed a lysine biosensor in Escherichia coli to dynamically regulate cadaverine biosynthesis. Here, we developed a lysine biosensor based on the lysine transporter protein LysP, the transcription activator CadC, and the GFPuv gene under the control of the Pcad promoter. However, the engineered lysine biosensor system had a low dynamic range and a narrow pH operating range. Therefore, a multilevel optimization strategy, which included the introduction of key point mutations and engineered promoter modifications, were introduced to improve the performance of the biosensor, resulting in significant improvements in the dynamic range and lysine response. Moreover, we engineered a cadaverine-producing E. coli strain by increasing the supply of the lysine precursor, overexpressing key cadaverine synthesis genes, and knocking out genes related to metabolic bypass. The lysine biosensor was subsequently implemented to dynamically regulate cadaverine biosynthesis, resulting in a 48.10% increase in the production titre (33.19 g/L) and a 21.2% increase in cell growth compared with those resulting from the strain with constitutive expression. This is the first report in which a lysine biosensor constructed in E. coli could dynamically regulate cadaverine synthesis to improve its yield and biomass. This strategy provides new insights into the metabolic engineering of lysine and its derivatives in E. coli.

?'s insight:

amino acid sensor

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June 22, 10:45 PM
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Bioremediation of heavy metals from electronic waste dumping sites with bacteria | Cin

Bioremediation of heavy metals from electronic waste dumping sites with bacteria | Cin | RMH | Scoop.it
Samples were collected from two e-waste dumping sites (Mehmood Booti (31°36′28″N, 74°23′36″E) and Lakhodair (31°37′36.6″ N, 74°25′07.6″ E)) in Lahore, Pakistan. A portable multiparameter was used to determine physicochemical parameters such as temperature, pH, electrical conductivity, turbidity, total suspended particles, and total dissolved solids. Minimal salt broth was used for the determination of the minimal inhibitory concentration of the bacterium against all heavy metals. Bacterial morphology was observed under a scanning electron microscope with and without metal stress. The temperature range for all these samples was 28.7 to 35.7 °C, while the pH range was 6.7 to 7.89. The other parameters range, such as electrical conductivity µS/cm (698–8742), turbidity (14.2–103), total suspended particles (31–698), and total dissolved solids (564–23456). The lead concentration in the Mehmood Booti soil sample was 1800 mg/kg, while in the Lakhodair soil, it was 1567 mg/kg. Microbacterium sp. strain 1S1 was utilized for bioremediation assay at the lab and pilot scale. The resistance capacity of this bacterium against different metals was in the following order: As > Pb > Cd > Cu > Cr > Ni. The bioremediation potential of the bacterium against arsenic was 81.33 % and 96 % after 2 and 4 days. The least activity was observed against nickel, which was 17 and 28.33 % after 2 and 4 days. The metal removal capacity per CFU was the maximum for lead and arsenic compared to other metals, which were 1.99E-7 and 1.45E-07. The heat-inactivated bacterial cells removed arsenic in higher concentrations and lead in lower concentrations. The electron microscopy showed no significant alteration in bacterial morphology in control and metal-treated bacterial cells. The nanopore long-read sequencing analysis revealed that cadmium, nickel, copper, and arsenic resistance genes were found on the bacterial genome. No genes were found for lead and chromium but 849 hypothetical coding sequences having unknown functions were present on the bacterial genome. So, the Microbacterium sp. strain 1S1 is a potential candidate for the removal of heavy metals from e-waste dumping sites. 
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June 22, 2:45 PM
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Metagenomic analysis reveals gut phage diversity across three mammalian models | Mbm

Metagenomic analysis reveals gut phage diversity across three mammalian models | Mbm | RMH | Scoop.it

The gut virome plays a pivotal role in shaping the host’s microbiota. However, gut viruses across different mammalian models, and their connections with the human gut microbiota remain largely unknown. We identified 977 high-confidence species-level viral operational taxonomic units (vOTUs) in mice (hcMGV), 12,896 in pigs (hcPGV), and 1480 in cynomolgus macaques (hcCMGV) from metagenomes, respectively. Clustering these vOTUs at approximately genus level uncovered novel clades with high prevalence across animal guts (> = 60%). In particular, crAss-like phages and cas-harboring jumbophages were characterized. Comparative analysis revealed that hcCMGV had a closer relationship with hcPGV than hcMGV, despite the animal-specific characteristics, and that 55.88% hcCMGV had connections with the human microbiota. Our findings shed light on the diversity of gut viruses across these three animals, contributing to future gut microbial studies using model animals.

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June 22, 2:39 PM
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Multi-Level Regulation in RNA-Protein Hybrid Incoherent Feedforward Loop Circuits for Tunable Pulse Dynamics in Escherichia coli | Brvsb

Multi-Level Regulation in RNA-Protein Hybrid Incoherent Feedforward Loop Circuits for Tunable Pulse Dynamics in Escherichia coli | Brvsb | RMH | Scoop.it

Regulating gene expression with precision is essential for cellular engineering and biosensing applications, where rapid, programmable, and sensitive control is desired. Current approaches to regulatory circuit design often rely on control at a single regulatory level, primarily the transcriptional level, thereby limiting the capability of fine-tuning the regulatory dynamics in response to complex stimuli. To address this challenge, we developed four novel RNA-protein hybrid type-1 incoherent feed-forward loop (I1-FFL) circuits in Escherichia coli that integrate transcriptional and translational regulators to achieve multi-level control of gene expression. These hybrid circuits leverage the modularity and rapid dynamics of RNA-based activators alongside the versatile inhibition capabilities of the protein-based repressors, to endow tunable pulse dynamics through engineered delays that act as transient repressor decoys. By repurposing synthetic RNA regulators at multiple regulatory levels together with aptamer and RNA-binding proteins, we demonstrate previously unexplored circuits with tunable dynamics. Complementary simulation results highlighted the importance of the engineered delays in achieving tunable pulse dynamics in these circuits. Integrating modeling insights with experimental validation, we demonstrated the flexibility of designing the RNA-protein hybrid I1-FFL circuits, as well as the tunability of their dynamics, highlighting their suitability for applications in environmental monitoring, metabolic engineering, and other engineered biological systems, where precise temporal control and adaptable gene regulation are desired.

?'s insight:

RBP, specifically coat proteins from viruses such as PP7, functions as a TL inhibitor by binding to its cognate RNA aptamer upstream of the target gene to block ribosome activity to control the translation of target RNA

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June 22, 2:27 PM
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Profiling crRNA architectures for enhanced Cas12 biosensing | ComB

Profiling crRNA architectures for enhanced Cas12 biosensing | ComB | RMH | Scoop.it

CRISPR-Cas diagnostics are revolutionizing point-of-care molecular testing due to the programmability, simplicity, and sensitivity of Cas systems with trans-cleavage activity. CRISPR-Cas12 assays are promising for detecting single nucleotide polymorphisms (SNPs). However, reports vary widely describing Cas12 SNP sensitivity, and an underlying mechanism is lacking. We systematically varied crRNA length and valency to investigate the role of crRNA architectures on Cas12 biosensing in the context of speed-of-detection, sensitivity, and selectivity. Our results demonstrate that crRNAs complementary to 20 base pairs of the target DNA is optimal for rapid and sensitive detection, while a complementary length of 15 base pairs is ideal for robust SNP detection. Additionally, we uncovered a unique periodicity in SNP sensitivity based on nucleotide position and developed a structural model explaining what drives Cas12 SNP sensitivity. Lastly, we showed that bivalent CRISPR-Cas sensors have synergistic and enhanced activity that is distance dependent. Profiling crRNAs revealed optimal length for Cas12-based molecular testing and SNP detection. Investigation into multivalent architectures elucidated valency and distance dependence for synergistic Cas12 activity.

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June 22, 2:18 PM
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Harnessing biotechnology for bee pollinator health | Tin

Harnessing biotechnology for bee pollinator health | Tin | RMH | Scoop.it
Bees are vital to global food security and biodiversity but their populations are threatened by a steady flux of interacting stressors. Current mitigation strategies are failing to address the complexity and scale of these threats. Biotechnology offers innovative solutions to protect essential pollination services and secure the future of beekeeping. Omic tools guided by artificial intelligence can unlock new possibilities for strengthening bee populations and improve their ability to adapt to emerging challenges. Molecular and bio-based treatments offer precise, nonchemical inputs for managed hives. Synthetic biology enables engineered gut microbiomes, pollinator-friendly crops, and artificial diets that are tailored to bee health. We discuss recent progress and future directions of biotechnology to help bees cope with a rapidly changing world.
?'s insight:

Two examples currently deployed in the US include the Pivot Bio nitrogen-fixing bacterium (Proven®) and the BASF Poncho®/VOTiVO® seed treatment, both of which improve plant health.

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June 22, 1:31 PM
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Gene transfer drives community cooperation in geothermal habitats | Tin

Gene transfer drives community cooperation in geothermal habitats | Tin | RMH | Scoop.it
Cyanidiophyceae red algae dominate many geothermal habitats and provide important tools for investigating the evolution of extremophilic eukaryotes and associated microbial communities. We propose that resource sharing drove genome reduction in Cyanidiophyceae and enabled the neofunctionalization of genes in multi-enzyme pathways. Utilizing arsenic detoxification as a model, we discuss how the sharing of gene functions by other members of the microbial assemblage weakened selection on homologs in the Cyanidiophyceae, allowing long-term gene persistence via the putative gain of novel functions. This hypothesis, referred to as the Integrated Horizontal Gene Transfer (HGT) Model (IHM), attempts more generally to explain how extremophilic eukaryotes may have transitioned from 'hot start' milieus by functional innovations driven by the duplication and divergence of HGT-derived genes.
?'s insight:

A multigene response can be accomplished by one organism having an operon or by spreading various operon genes among different organisms that provide redundancy and preserve gene product functions in the pathway within disparate populations. Over time, the shared community response to the stressor reduces selective constraints on the stress responsive HGTs, allowing these sequences to gain novel, adaptive functions, likely via duplication, followed by divergence. The reduced selective pressures allow connectivity to increase, resulting in the HGT-derived genes integrating into host metabolic networks that may or may not have functions related to the original function

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June 22, 1:26 PM
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Challenges of alignment in synthetic cell research | Tin

Big Science projects are often troubled by misalignments. We analyze how synthetic cell researchers handle misalignments by performing alignment work. We find that alignment work renders Big Science feasible, but involves trade-offs, for example between short-term successes and long-term goals. We thus recommend attending to the politics of alignment work.
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June 22, 1:13 PM
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LbuCas13a directly targets DNA and elicits strong trans-cleavage activity | Nbe

LbuCas13a directly targets DNA and elicits strong trans-cleavage activity | Nbe | RMH | Scoop.it

Traditionally perceived as an RNA-specific nuclease, Cas13a has been used primarily for RNA detection. We discover the ability of Leptotrichia buccalis Cas13a (LbuCas13a) to directly target DNA without the restrictions of protospacer flanking sequence and PAM sequences, coupled with robust trans-cleavage activity. Contrary to conventional understanding, LbuCas13a does not degrade DNA targets. Our study reveals an enhancement in the single-nucleotide specificity of LbuCas13a against DNA compared to RNA. This heightened specificity is attributed to the lower affinity of CRISPR RNA (crRNA) towards DNA, raising the crRNA–DNA binding energy barrier. We introduce a molecular diagnostic platform called superior universal rapid enhanced specificity test with LbuCas13a (SUREST) for high-resolution genotyping. SUREST is capable of detecting DNA concentrations of CYP2C19 (rs4986893) as minute as 0.3 aM (0.18 cps µl−1). We also apply SUREST to human genotyping scenarios, indicating that SUREST performs well across a broad range of mutations and sequence contexts. SUREST represents an advancement in real-time nucleic acid detection, making it a useful tool for pathogen identification and mutation analysis in clinical diagnostics. A Leptotrichia buccalis Cas13a diagnostic platform can be used to cleave and detect small concentrations of viral and human DNA.

?'s insight:

detect microbe, LbuCas13a directly target DNA and elicit strong trans-cleavage activity

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June 22, 1:00 PM
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Metabolic control of glycosylation forms for establishing glycan-dependent protein interaction networks | pnas

Metabolic control of glycosylation forms for establishing glycan-dependent protein interaction networks | pnas | RMH | Scoop.it
Protein–protein interactions (PPI) are crucial for comprehending the molecular mechanisms and signaling pathways underlying diverse biological processes and disease progression. However, investigating PPIs involving membrane proteins is challenging due to the complexity and heterogeneity of glycosylation. To tackle this challenge, we developed an approach termed glycan-dependent affinity purification coupled with mass spectrometry (GAP–MS), specifically designed to characterize changes in glycoprotein PPIs under varying glycosylation conditions. GAP–MS integrates metabolic control of glycan profiles in cultured cells using small molecules referred to as glycan modifiers with affinity purification followed by mass spectrometry analysis (AP–MS). Here, GAP–MS was applied to characterize and compare the interaction networks under five different glycosylation states for four bait glycoproteins: BSG, CD44, EGFR, and SLC3A2. This analysis identified a network comprising 156 interactions, of which 131 were determined to be glycan dependent. Notably, the GAP–MS analysis of BSG provided distinct information regarding glycosylation-influenced interactions compared to the commonly used glycosylation site mutagenesis approach combined with AP–MS, emphasizing the unique advantages of GAP–MS. Collectively, GAP–MS presents distinct insights over existing methods in elucidating how specific glycosylation forms impact glycoprotein interactions. Additionally, the glycan-dependent interaction networks generated for these four glycoproteins serve as a valuable resource for guiding future functional investigations and therapeutic developments targeting the glycoproteins discussed in this study.
?'s insight:

employed a set of small molecules for metabolic manipulation of global glycan profiles in cultured cells (24). These small molecules, later referred to as glycan modifiers, include fucose, 3-fluorinated sialic acid (3-F-Sia), and Kifunensine (Kif).

 we found that most of the interactions (131 out of 156) were involved in constructing the glycan-dependent protein interactome (GDPI), exhibiting strong preferences or dislikes across different glycan phenotypes. These results can be visualized on our website (www.glycointeractome.org).

In GAP–MS, each bait glycoprotein of interest was stably expressed in HCT116 cells (A). These stable cell lines were then treated with specific glycan modifiers (e.g., fucose, 3-fluorinated sialic acid, and kifunensine) (B) to manipulate cellular glycan profiles, generating five distinct glycan phenotypes (C): sialylated (S type), undecorated (Undec type), fucosylated (F type), sialofucosylated (FS type), and high mannose (HM type). Integrating this glycan modulation strategy with HaloTag-based affinity purification mass spectrometry (AP–MS) and data-independent acquisition (DIA) (D), followed by quantitative data analysis, enabled the exploration of the Glycan-Dependent Protein Interactome (GDPI) (E).

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June 22, 1:04 AM
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Phage-based microbiome manipulation elucidates interactions within community context | Brvp

Phage-based microbiome manipulation elucidates interactions within community context | Brvp | RMH | Scoop.it

Testing microbial interaction hypotheses is a major challenge in microbiome research. Bacteriophages may be used to probe organism-organism interactions within complex microbiomes, yet are rarely used for this purpose. Here, we isolated nine narrow host range phages that replicate in several Variovorax species. As Variovorax CL14 degrades the plant root stunting hormone auxin, we used phages to eliminate V. CL14 from a rhizosphere consortium and reestablished the stunted root phenotype. We used three of the phages to deplete another Variovorax, SCN45, from complex communities to test correlation network-based hypotheses of thiamine interdependencies. Genome-resolved metagenomics revealed that three taxa decreased in relative abundance following Variovorax depletion and could be rescued by thiamine supplementation. Thus, we confirmed thiamine production as the mechanistic basis for interdependence. These experiments lay the foundation for research that employs wildtype and genetically modified phages to test interaction hypotheses and for targeted microbiome manipulation.

?'s insight:

banfield, 1str, use phage as a tool for microbiome engineering, 

Variovorax SCN45 overproduces thiamine in pure culture and was predicted to supply this essential vitamin. 

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June 22, 12:54 AM
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Quorum sensing modulates microbial community structure through regulation of secondary metabolites | mSph

Quorum sensing modulates microbial community structure through regulation of secondary metabolites | mSph | RMH | Scoop.it
Bacteria are recognized for their diverse metabolic capabilities, yet the impact of microbe-microbe interactions on multispecies community structure and dynamics is poorly understood. Cell-to-cell signaling in the form of quorum sensing (QS) often regulates secondary metabolite production and microbial interactions. Here, we examine how acylhomoserine lactone (AHL)-mediated QS impacts microbial community structure in a 10-member synthetic community of isolates from Populus deltoides. To explore the role of QS in microbial community structure and dynamics, we disrupted AHL signaling by exogenous addition of AiiA-lactonase, an enzyme that cleaves the lactone ring. Microbial community structure resulting from signal inactivation, as measured by 16S rRNA amplicon sequencing and secondary metabolite production, was assessed after successive passaging of the community. Further, we investigated the impact of quorum quenching on specific microbe-microbe interactions using pairwise inhibition assays. Our results indicate that AHL inactivation alters the relative abundance of dominant community members at later passages but does not impact the overall membership in the community. Quorum quenching significantly alters the metabolic profile in lactonase-treated communities. This metabolic alteration impacts microbe-microbe interactions through decreased inhibition of other community members. Together, these results indicate that QS impacts microbial community structure through the regulation of secondary metabolites in dominant members and that the membership of microbial communities can be relatively stable despite changes in metabolic profiles.
?'s insight:

we identified two categories of secondary metabolites: AHL signaling molecules and phenazine derivatives in our metabolomics data. In general, lactonase-treated cultures produced less AHL signals and phenazine derivatives, phenazine-1-carboximide (PCN) and phenazine-1-carboxylic acid (PCA). 

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Molecular Bonsai: Elucidating the design principles for engineering plant organ size | Brvp

Molecular Bonsai: Elucidating the design principles for engineering plant organ size | Brvp | RMH | Scoop.it

Enhancements to crop morphology, such as the semi-dwarfing that helped drive the green revolution, are often driven by changes in gene dosage. These changes are challenging to translate across varieties and species, which slows the pace of crop improvement. Synthetic transcription factors (SynTFs) offer a rapid alternative to generate targeted alterations to gene dosage. However, the complexity of developmental pathways makes it unclear how to best apply them to predictably engineer morphology. In this work, we explore if mathematical modeling can guide SynTF-based expression modulation of genes in the signaling pathway of the phytohormone, gibberellin (GA), which is a central regulator of cell expansion, to elucidate the design principles for engineering organ size. We demonstrate that modulation of GA signaling gene expression can generate consistent dwarfing across tissues in both controlled and variable environments in the model plant Arabidopsis thaliana, and that the degree of dwarfing is dependent on the strength of regulation as predicted by modeling. We further validate the predictive power of the model by demonstrating its capacity to accurately predict the qualitative impacts of different regulatory architectures for both increasing and decreasing organ size. Finally, we show that these insights can be generalized for engineering organ size in the crop Solanum lycopersicum (tomato). This work creates a framework for predictable engineering of an agriculturally important trait, organ size, across tissues and plant species. It also serves as a proof-of-concept for how mathematical models can guide SynTF-based alterations in gene dosage to enable bottom-up design of plant phenotypes.

?'s insight:

1str

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June 22, 10:49 PM
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High-resolution dynamic imaging of chromatin DNA communication using Oligo-LiveFISH | CEL

High-resolution dynamic imaging of chromatin DNA communication using Oligo-LiveFISH | CEL | RMH | Scoop.it
Three-dimensional (3D) genome dynamics are crucial for cellular functions and disease. However, real-time, live-cell DNA visualization remains challenging, as existing methods are often confined to repetitive regions, suffer from low resolution, or require complex genome engineering. Here, we present Oligo-LiveFISH, a high-resolution, reagent-based platform for dynamically tracking non-repetitive genomic loci in diverse cell types, including primary cells. Oligo-LiveFISH utilizes fluorescent guide RNA (gRNA) oligo pools generated by computational design, in vitro transcription, and chemical labeling, delivered as ribonucleoproteins. Utilizing machine learning, we characterized the impact of gRNA design and chromatin features on imaging efficiency. Multi-color Oligo-LiveFISH achieved 20-nm spatial resolution and 50-ms temporal resolution in 3D, capturing real-time enhancer and promoter dynamics. Our measurements and dynamic modeling revealed two distinct modes of chromatin communication, and active transcription slows enhancer-promoter dynamics at endogenous genes like FOS. Oligo-LiveFISH offers a versatile platform for studying 3D genome dynamics and their links to cellular processes and disease.
?'s insight:

Qi LS, sgRNA pool was chemically conjugated with a dye of choice.

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June 22, 2:49 PM
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Novel FNR-Dependent Oxygen-Responsive Promoters in Escherichia coli: Design, Characterization, and Metabolic Engineering Applications | asb

Novel FNR-Dependent Oxygen-Responsive Promoters in Escherichia coli: Design, Characterization, and Metabolic Engineering Applications | asb | RMH | Scoop.it

Promoters responsive to changes in cultivation conditions are essential tools for dynamic metabolic engineering. Oxygen-responsive promoters, in particular, exhibit significant application potential in oxygen-limited fermentation processes. However, currently reported oxygen-dependent promoters exhibit limited dynamic ranges, and notably, there remains a lack of research on oxygen-responsive negatively regulated promoters. In this study, we designed and characterized a series of dissolved oxygen-responsive promoters in Escherichia coli under the regulation of the transcription factor fumarate-nitrate reduction (FNR). Anaerobically activated promoters were constructed by inserting FNR binding site (FBS) upstream of inducible core promoters, while anaerobically repressed promoters were developed by inserting FBS downstream of or flanking constitutive promoters. The most effective anaerobically activated promoters showed 24–138-fold higher activity under anaerobic conditions compared to aerobic conditions. Under anaerobic conditions, promoters with DNA looping-mediated anaerobic repression maintained only 8–17% of the activity observed under aerobic conditions. These promoters were specifically regulated by FNR, as confirmed by tests in a DH5α Δfnr strain, and responded rapidly to oxygen depletion (within 30 min). The utility of these genetic tools was demonstrated by applying them to enhance pyruvate production in E. coli. An engineered strain with anaerobic-repressed aceE and anaerobic-activated atpAGD genes produced 5.76 g/L pyruvate at 55.7% yield in shake flask fermentations. This study offers an expanded toolbox of oxygen-responsive promoters that enable precise gene regulation based on dissolved oxygen levels, providing novel genetic strategies for developing efficient two-stage fermentation processes with separated growth and production phases.

?'s insight:

oxygen sensor, 1str

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June 22, 2:44 PM
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Context-aware geometric deep learning for RNA sequence design | Brvbi

RNA design has emerged to play a crucial role in synthetic biology and therapeutics. Although tertiary structure-based RNA design methods have been developed recently, they still overlook the broader molecular context, such as interactions with proteins, ligands, DNA, or ions, limiting the accuracy and functionality of designed sequences. To address this challenge, we present RISoTTo (RIbonucleic acid Sequence design from TerTiary structure), a parameter-free geometric deep learning approach that generates RNA sequences conditioned on both their backbone scaffolds and the surrounding molecular context. We evaluate the designed sequences based on their native sequence recovery rate and further validate them by predicting their secondary structures in silico and comparing them to the corresponding native structures. RISoTTo performs well on both metrics, demonstrating its ability to generate accurate and structurally consistent RNA sequences. Additionally, we present an in silico design study of domain 1 of the NAD+ riboswitch, where RISoTTo generated sequences are predicted to exhibit enhanced binding affinity for both the U1A protein and the NAD+ ligand.

?'s insight:

de novo rna 

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June 22, 2:32 PM
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Balancing Speed and Precision in Protein Folding: A Comparison of AlphaFold2, ESMFold, and OmegaFold | Brvbi

Balancing Speed and Precision in Protein Folding: A Comparison of AlphaFold2, ESMFold, and OmegaFold | Brvbi | RMH | Scoop.it

We compared the performance of three widely used protein structure prediction tools - AlphaFold2, ESMFold, and OmegaFold - using a dataset of over 1,300 newly created records from the PDB database. These structures, resolved between July 2022 and July 2024, ensure unbiased evaluation, as they were unavailable during the training of these tools. Using metrics such as root mean square deviation (RMSD), template modeling score (TM-score), and predicted local distance difference test (pLDDT), we found that AlphaFold2 consistently achieves the highest accuracy but depends on high-quality sequence alignments. In contrast, ESMFold and OmegaFold provide faster predictions and excel in challenging cases, such as rapidly evolving or designed proteins with limited sequence homology. Comparing ESMFold and OmegaFold, ESMFold achieves higher confidence scores (pLDDT) and structural similarity (TM-score). OmegaFold is competitive in specific contexts, such as de novo-designed proteins or sequences with limited evolutionary information. Additionally, we demonstrate that machine learning models trained on protein language model embeddings and pLDDT confidence scores can predict potential structure prediction failures, helping to identify challenging cases early in the pipeline.

?'s insight:

af2 benchmark

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June 22, 2:25 PM
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What is animal venom? Rethinking a manipulative weapon | Tin

The scientific study of animal venoms covers a broad phylogenetic domain. We argue that the true extent of this domain has been obscured by researchers having overlooked the biological essence of venom. Venoms manipulate the physiological functioning of recipients to produce extended phenotypes that are beneficial to the venom producer and detrimental to its victim. The ability to produce extended phenotypes in living victims, such as prey paralysis, distinguishes venom from saliva. Understanding venom from this perspective substantially broadens the phylogenetic domain of venom to include taxa that use toxic secretions to feed on plants and manipulate sexual partners, and it paves the way for unifying the field of venomics with the fields that study invertebrate–plant interactions and sexual conflict
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June 22, 1:36 PM
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Pollutant degradation in saline wastewater using synthetic biology | Tin

Synthetic biology can endow microorganisms with novel capabilities. Su et al. developed an engineered strain of Vibrio natriegens that efficiently degrades complex organic pollutants in high-salinity environments. This technology offers a new biotechnological solution to urgent global environmental challenges, such as petrochemical wastewater discharges and marine oil spills.
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June 22, 1:28 PM
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Application of bacterial extracellular vesicles in gastrointestinal diseases | Tin

Application of bacterial extracellular vesicles in gastrointestinal diseases | Tin | RMH | Scoop.it
Bacterial extracellular vesicles (BEVs) are nanoscale spherical particles with lipid bilayer membranes containing diverse functional components from their parent bacteria. They exert pivotal effects on bacteria–bacteria and host–bacteria communication. Analyzing the dynamic changes in the production and composition of BEVs provides insights into the relationship between gut microbiota and host health, offering valuable perspectives for diagnosing various gastrointestinal diseases. Furthermore, BEVs can be employed as natural medications and drug delivery vehicles for inflammation management, cancer treatment, and vaccine development. This review summarizes the structural composition, generation mechanism, and biomedical applications of BEVs, emphasizing recent advances in immune regulation, gut microbiota modulation, and the clinical translation challenges associated with gastrointestinal diseases.
?'s insight:

omv

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June 22, 1:25 PM
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Recent advances in metallophore research uncover functions in quorum sensing, antimicrobial activity, and lanthanide acquisition | Cin

Recent advances in metallophore research uncover functions in quorum sensing, antimicrobial activity, and lanthanide acquisition | Cin | RMH | Scoop.it
Metallophores are metal-chelating secondary metabolites that bacteria, fungi, and other organisms produce to acquire essential metal nutrients from their environment. This review highlights some recent discoveries in the field: the role of yersiniabactin in quorum sensing, the capacity of aspergillomarasmine A to inhibit bacterial Ni uptake, and the identification of methylolanthanin, a novel metallophore that enables bacterial lanthanide acquisition.
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June 22, 1:07 PM
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A transposon-like strategy for proteins | Ncb

A transposon-like strategy for proteins | Ncb | RMH | Scoop.it

Transposition is normally considered a DNA-based process. Now, scientists have devised a means to carry out a similar transformation — this time using proteins. The approach enables protein semisynthesis and site-specific modification of folded substrates in vitro and in live cells, opening up new ways to probe and manipulate biological systems.

?'s insight:

Protein semisynthesis involves assembling proteins from both genetically encoded fragments and chemically synthesized peptides3.

"Protein editing using a coordinated transposition reaction" sci 

https://www.science.org/doi/10.1126/science.adq8540

Hua et al.2 developed a method to modify target proteins post-translationally exploiting protein trans-splicing carried out by two orthogonal split inteins with matched splicing kinetics. This process is akin to DNA transposition.

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June 22, 1:27 AM
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Autoinducing peptides regulate antibiotic production to potentially shape root microbiome | SAdv

Autoinducing peptides regulate antibiotic production to potentially shape root microbiome | SAdv | RMH | Scoop.it
Microbes use signaling molecules to regulate multiple physiological processes and mediate chemical interactions. Decoding these chemical languages is instrumental in comprehending microbial regulatory mechanisms within complex microbiota. Here, we discover previously unidentified autoinducing peptides (AIPs) derived from the plant probiotic bacterium Paenibacillus polymyxa, identified as Pp-AIPs. Omics analyses coupled with genetic manipulations revealed that Pp-AIP1 could effectively modulate the production of multiple antimicrobial secondary metabolites at nanomolar concentration, expanding known AIP functions. Furthermore, through inoculating P. polymyxa in the natural rhizosphere microbiome and analyzing its antagonistic interactions against root microbes, we suggest that Pp-AIPs may influence the microbial community composition through modulating the antimicrobial spectrum. Global analysis of biosynthetic gene clusters (BGCs) reveal widespread co-occurrence of uncharacterized AIPs with secondary metabolite BGCs. This study underscores the unreported roles of AIPs in antibiotic regulation and the microbiome interactions, advancing knowledge of quorum-sensing mechanisms in microbial ecosystems.
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Smart Nanocarriers for Plant Genetic Engineering | pcm

Smart Nanocarriers for Plant Genetic Engineering | pcm | RMH | Scoop.it

Nano-carriers are revolutionizing plant genetic engineering by facilitating the direct and efficient delivery of nucleic acids and proteins into plant cells. By precisely controlling and tailoring their properties, these carriers can effectively penetrate the plant cell wall, delivering bioactive molecules overcoming the constraints imposed by plant genotype specificity. This advancement provides a powerful, flexible, and broadly applicable strategy for accelerating crop health and resilience. Conventional plant transformation methods, such as Agrobacterium-mediated gene transfer and biolistic delivery, are limited by species-specific constraints, lengthy regeneration processes, and increased risks of genomic instability. Nanomaterial-based delivery systems offer a flexible alternative but face the significant challenge of penetrating the complex, multilayered plant cell wall. Recent research highlights three effective strategies: optimizing particle size, adjusting surface charge, and using cell wall-degrading enzymes. Together, these approaches greatly enhance nanocarrier uptake, enabling delivery of diverse bioactive agents like nucleic acids, proteins and gene-editing tools making nanotechnology a promising tool for crop improvement.

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