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Unlocking Microbial Dark Matter: A Comprehensive Review of Isolation Technologies from Traditional Culturing to Single-Cell Technologies | mdpi

Unlocking Microbial Dark Matter: A Comprehensive Review of Isolation Technologies from Traditional Culturing to Single-Cell Technologies | mdpi | RMH | Scoop.it
Microorganisms represent the Earth’s most abundant biomass and a vast reservoir of genetic diversity. However, traditional agar plate methods fail to recover the vast majority of these species, leaving a “microbial dark matter” that holds immense potential for the discovery of novel antibiotics and bioactive compounds. While conventional techniques such as selective media and enrichment culture remain foundational, they are inherently limited by community biases and the inability to support low-abundance, oligotrophic species. To address these bottlenecks, a diverse array of innovative isolation strategies has emerged. This review systematically categorizes and evaluates these methodologies, ranging from in situ cultivation to high-resolution single-cell manipulation. We first examine membrane diffusion-based cultivation (e.g., iChip), which mimics natural microenvironments to resuscitate recalcitrant microbes. Subsequently, we explore high-throughput single-cell technologies, including microfluidics for physicochemical separation, optical tweezers for precise manipulation, and fluorescence-activated cell sorting (FACS). Special attention is given to Raman-activated cell sorting (RACS) as a label-free functional screening tool and reverse genomics for targeted capture. By synthesizing the strengths and limitations of these approaches, we propose integrated workflows designed to accelerate the mining of untapped microbial resources.
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unculturable

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Defining metabolic niches for marine microbial heterotrophs | sadv

Defining metabolic niches for marine microbial heterotrophs | sadv | RMH | Scoop.it
Ocean microbial communities are made up of thousands of diverse taxa whose metabolic demands set the rates of both biomass production and degradation. Thus, these microscopic organisms play a critical role in ecosystem dynamics, global carbon cycling, and climate. While we have frameworks for relating phytoplankton diversity to rates of carbon fixation, our knowledge of how variations in heterotrophic microbial populations drive changes in carbon cycling is in its infancy. Here, we leverage global metagenomic datasets and metabolic models to identify a set of metabolic niches with distinct growth strategies. These groupings provide a simplifying framework for describing microbial communities in different oceanographic regions and for understanding how heterotrophic microbial populations function. This framework, predicated directly on metabolic capability rather than taxonomy, will enable us to tractably link heterotrophic diversity directly to biogeochemical rates in large scale ecosystem models.
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we leveraged a large global dataset of marine microbial genomes [Ocean Microbial Database (OMD)] (15) to identify patterns in metabolic strategies among marine bacteria through GEMs. Testing model sensitivity to growth on different substrates allowed us to define unique clusters of marine heterotrophic bacteria with shared growth strategies. We identified a classic fast-growing copiotrophic cluster, three slow-growing oligotrophic clusters each with a unique metabolic strategy, and four intermediate-growth clusters, also with unique metabolic strategies. 

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Interspecies interaction controls Escherichia coli growth in human gut microbiome samples | pnas

Interspecies interaction controls Escherichia coli growth in human gut microbiome samples | pnas | RMH | Scoop.it
Gut microbial community composition varies from one person to another. Potentially, this means the ecological interactions experienced by individual strains or species also vary among microbiomes of different people. However, testing this directly in human microbiomes and identifying ecological drivers involved are challenging. Here, we use replicated anaerobic microcosms to quantify variability of population growth for a key commensal species among microbiome samples from different individuals and to identify underlying intra- and interspecific interactions. In a reciprocal transplant experiment, both absolute and relative growth performance of different E. coli strains varied among gut microbiome samples from healthy individuals. This was partly explained by intraspecific competition: growth performance of individual E. coli strains was associated with displacement of resident conspecifics. However, the determinants of E. coli growth varied among samples. In one microbiome sample with a distinctive taxonomic composition, culture acidification by resident microbes impaired growth of all E. coli strains. We identified a strain of Clostridium butyricum contributing to this effect and showed that transferring it into other microbiomes predictably altered pH, fermentation product profiles (butyrate accumulation and acetate/lactate depletion), and population growth of other species including E. coli, thereby reshaping overall taxonomic composition. Our results suggest natural interindividual gut microbiome variation translates to variable ecological interactions with incoming bacteria, but these dynamics can be manipulated by a generalizable interspecies interaction.
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Improved Cas9-targeted nanopore sequencing facilitates ultra-deep analysis of genomic variation | crm

Improved Cas9-targeted nanopore sequencing facilitates ultra-deep analysis of genomic variation | crm | RMH | Scoop.it
We present nanopore adapter-enriched Cas9-targeted sequencing (nAECATS), a method permitting inexpensive, ultra-deep, selective long-read sequencing of targeted regions in native, unamplified DNA. This method modifies previous Cas9-targeted sequencing approaches through the inclusion of a bead-based capture step that exploits the poly(T)8 stretch within the R10.4.1 ligation adapter for additional purification. Testing on a 10 kb Bacteroides fragilis genomic region achieved 90% on-target yield with 51,000× coverage from a single Flongle flow cell (353-fold increase versus whole-genome sequencing). Applied to a variable-length (>20 kb) Staphylococcus aureus genomic target containing dynamic gene amplifications conferring antibiotic resistance, nAECATS achieved 46,000× coverage and 74% on-target yield, revealing 2–4 tandem amplifications at single-cell resolution. While efficiency decreased with longer fragments (up to 41 kb), substantial enrichment improvements were demonstrated. We anticipate that nAECATS ultra-deep sequencing will find broad application for a wide range of biological questions in pro- and eukaryotic (epi)genomics and microbiology.
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polyA adapter enrichment

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Analysis of a detoxified Escherichia coli strain for bacteriophage production | brveco

Analysis of a detoxified Escherichia coli strain for bacteriophage production | brveco | RMH | Scoop.it

Phage therapeutics are re-emerging as adjuncts or alternatives to antibiotics and their clinical translation will be enhanced with production methods that minimise downstream processing. We evaluated whether an endotoxin-reduced E. coli strain developed for production of recombinant proteins, ClearColi®, can serve as a useful, safe phage production host without compromising yield and whether targeted receptor complementation can expand its utility. The parent strain BL21(DE3), and its lipid A modified derivative, ClearColi®, were compared with respect to infection and generation of phage. Across a panel of 31 phage, a similar host range was observed between BL21(DE3) and ClearColi. To expand host range ompC was genetically engineered into the chromosome of ClearColi, thereby adding OmpC-dependent phage to its production capacity. Production metrics were broadly comparable between the hosts; efficiency of plating and final titres for representative phage were not significantly different; burst size varied by phage but without consistent host bias. Endotoxin activity in ClearColi®-propagated lysates was reduced by over 1000-fold relative to BL21(DE3), reaching the low hundreds of endotoxin units (EU) versus hundreds of thousands for BL21(DE3). Intravesical administration of ClearColi- derived phage (LUC4) into pigs elicited no clinical abnormalities and no significant increases in circulating cytokines up to 48 hours after administration. ClearColi® allows efficient production of diverse phage with low endotoxin, reducing the requirement for downstream processing. Although its minimal LPS reduces its capacity for producing some LPS-dependent phage and its growth is slower than BL21(DE3), requiring optimisation for maximal phage titre, the safety and simplified manufacturing process support further development of endotoxin modified strains for phage production.

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A Unique Type V CRISPR-Cas System Encoded by a Group of Thermus Viruses | brvbe

A Unique Type V CRISPR-Cas System Encoded by a Group of Thermus Viruses | brvbe | RMH | Scoop.it

CRISPR-Cas are widespread adaptive immune systems that protect bacteria and archaea from mobile genetic elements such as bacteriophages. Metagenomic sequencing identified CRISPR-Cas systems in phage genomes; however, their functions remain largely unknown. Here, we present Cas12r-CRISPR, a novel type V CRISPR-Cas system encoded by Lalka phages infecting thermophilic Thermus bacteria. We determined Cas12r-CRISPR PAM consensus sequence and crRNA structure and showed, that when provided with appropriate spacers and expressed in Thermus thermophilus, Cas12r-CRISPR efficiently interferes with plasmid transformation as well as infection by diverse Thermus phages. In the course of Lalka phage infection, the Cas12r-CRISPR locus is expressed with middle phage genes and its transcripts are among the most abundant phage RNAs. Notably, most Cas12r-CRISPR spacers target integrative mobile elements widespread in Thermus genomes. Both Lalka phages and targeted integrative mobile elements use host tRNA genes as attachment sites. We therefore propose that Cas12r-CRISPR participates in an inter-MGEs conflict.

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Root-Driven Reactive Oxygen Species Controls Multidimensional Arsenic Speciation in the Rice Rhizosphere | acs

Root-Driven Reactive Oxygen Species Controls Multidimensional Arsenic Speciation in the Rice Rhizosphere | acs | RMH | Scoop.it

Arsenic (As) contamination in agroecosystems poses significant risks to food security and human health. The mechanisms of As speciation change in soil within wetland rhizospheres are understood, but their location-precise importance within heterogeneous root-associated microbiomes is uncertain. While microbial processes are often considered dominant drivers of As redox transformations, the role of abiotic factors such as reactive oxygen species (ROS) remains underexplored due to limited in situ evidence. Here, we combined multiple high-resolution in situ techniques to map microscale distributions of As(III)/As(V) and key environmental parameters in rice rhizospheres across three paddy soils. A novel ratiometric fluorescent approach was developed for in situ visualization of ROS. Strong spatial correspondence was observed between ROS hotspots and decreased As(III) (R2 = 0.797), exceeding that for O2 (R2 = 0.348). Integration of imaging with functional gene analysis (aioAarsC), sterilization and ROS-quenching experiments, and structural equation modeling indicates that ROS-driven processes play a crucial role under the studied conditions. However, as gene abundance reflects microbial potential rather than activity, microbial contributions cannot be excluded. These findings highlight ROS as a key regulator of As speciation and provide new insights into coupled abiotic–biotic processes in rhizosphere environments.

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ros sensor, 

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Living Microbial Drugs

Living microbial therapeutics have arisen as a novel category of medications that extend beyond traditional small molecules and biologics. Advancements in synthetic biology have facilitated the rational engineering of microorganisms to detect host or disease-related signals and administer therapeutic chemicals in situ. In contrast to conventional pharmaceuticals, these live biotherapeutic agents engage in dynamic interactions with both the host and its microbiota, allowing context-specific, self-regulating therapies. This review emphasizes the progression of the field from conventional probiotics to advanced, designed living therapeutics. We examine principal microbiological platforms, including bacteria, yeasts, and alternative systems such as phages and archaea, delineating their relative benefits and constraints as therapeutic hosts. Key design principles, genetic logic circuits, quorum-sensing-based regulation, and synthetic memory devices that enable microorganisms to possess context-dependent and self-adjusting therapeutic capabilities, are discussed alongside present and emerging therapeutic applications in infectious diseases, metabolic disorders, inflammatory illnesses, and cancer immunotherapy, where engineered microorganisms have demonstrated significant preclinical effectiveness and first clinical promise. Despite these advancements, obstacles remain, including biosafety, biocontainment, regulatory approval, and patient acceptability. Engineered living microbial therapeutics signify a swiftly evolving domain in medicine, set to transform treatment paradigms via intelligent, flexible, and sustainable methodologies for human health.

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Synthetic mechanobiology | curB

Synthetic mechanobiology | curB | RMH | Scoop.it
Cells do not simply endure mechanical forces — they generate, transmit, and interpret them as biological signals. From membrane tension and receptor pulling to substrate stiffness and fluid shear, physical inputs shape migration, differentiation, immune function, and tissue organization. Whereas mechanobiology seeks to understand how living systems read these cues, synthetic mechanobiology treats mechanoregulatory pathways as an input–output relationship that can be deliberately programmed. Integrating tools from synthetic biology with mechanobiological principles, this emerging field reframes force-sensing as a design problem in which mechanical signaling is rewired to achieve useful outcomes — and in which the act of rewiring can itself serve as a powerful investigational strategy. Here, I survey the molecular mechanisms of mechanosensing, describe their use as modular mechanogenetic parts, and discuss applications and open challenges. The long-term vision is to build engineered cells that not only read tissue mechanics but act on them, turning the physical signatures of disease into precise, locally delivered therapeutic programs.
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1str

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NirFAP680: a highly bright and stable large Stokes shift near-infrared fluorogen-activating protein | Nmet

NirFAP680: a highly bright and stable large Stokes shift near-infrared fluorogen-activating protein | Nmet | RMH | Scoop.it

Near-infrared (NIR) genetically encoded fluorescent tags are superior for new imaging capabilities ranging from multiplexed imaging to deep-tissue imaging. Here, we describe the development of NirFAP680; NirFAP680 is an NIR fluorogen-activating protein (FAP) that consists of a newly designed NIR fluorogen termed HBMT and an engineered protein tag termed NirFAP. NirFAP680 has an order of magnitude greater cellular brightness and superior photostability compared to currently available NIR FAPs and fluorescent proteins in both single- and two-photon excitation and allows robust imaging of proteins in live cells and in vivo. Owing to its unique spectroscopic property of a >100 nm Stokes shift, NirFAP680 can also serve as a superb receptor for fluorescence or bioluminescence resonance energy transfer, allowing real-time monitoring of protein–protein interactions in live cells and sensitive bioluminescence imaging in vivo, respectively. Therefore, NirFAP680 will likely be useful for advanced biological imaging in live cells and in vivo. NirFAP680 is a near-infrared fluorogen-activating protein that has an order of magnitude greater cellular brightness and superior photostability compared to currently available NIR FAPs and fluorescent proteins in both single- and two-photon excitation and allows robust imaging of proteins in live cells and in vivo.

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fast, pfast, ppi, We previously designed a series of GFP chromophore-like fluorogens and developed fluorescent RNAs with exceptional brightness and photostability, allowing robust imaging of diverse RNAs in live cells and in vivo. Inspired by these findings, we herein design an NIR fluorogen named HBMT. a new fluorophore 5-((6-((2-hydroxyethyl)(methyl)amino)benzo[b]thiophen-2-yl)methylene)-3-methyl-2-thioxothiazolidin-4-one (HBMT) 

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Tracking active heterotrophic microbial communities in the Guaymas Basin deep biosphere with BONCAT-FACS | isme

Tracking active heterotrophic microbial communities in the Guaymas Basin deep biosphere with BONCAT-FACS | isme | RMH | Scoop.it

The marine deep biosphere harbors microbial communities that drive organic matter transformations and biogeochemical cycles. Previous work on these communities has focused either on genomic characterization or metabolic activity measurements. However, to understand microbial ecophysiology in the deep biosphere taxonomic identity and metabolic function must be connected on both single-cell and ecosystem scales. In this work, we optimized a bioorthogonal non-canonical amino acid tagging fluorescence-activated cell sorting (BONCAT-FACS) workflow for low-biomass deep-biosphere sediments obtained during International Ocean Discovery Program Expedition 385 (IODP 385). BONCAT-FACS with 16S rRNA gene amplicon sequencing as well as metagenomics of sediment communities was applied to characterize translationally active communities in hydrothermally altered subsurface sediments of the Guaymas Basin. Our results revealed a heterotrophic microbial population throughout all sediments examined, with taxa translationally active down to our deepest sampling point, 154 meters below the seafloor. Based on 16S rRNA gene identities, the translationally active microbial community was dominated by heterotrophic members of the Gammaproteobacteria, Bacilli, Deinococci, and Alphaproteobacteria. These taxa are likely key contributors to cycling the large quantities of hydrothermally altered organic matter in Guaymas Basin sediments. To further elucidate the metabolic capacity of active taxa, we mapped 16S rRNA gene amplicons to metagenome assembled genomes (MAGs) previously obtained from IODP 385. These MAGs contained genes associated with C1 metabolism, carbohydrate degradation, and fermentation, indicating that active taxa leverage these metabolisms for energy conservation. Our results demonstrate that BONCAT-FACS provides high-throughput and single-cell insights into the metabolic activity of microbes in the low-biomass marine subsurface.

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Dibenzocyclooctyne-modified PCR primers enable direct enzyme-free click chemistry ligation for custom nanopore amplicon sequencing | brvt

Dibenzocyclooctyne-modified PCR primers enable direct enzyme-free click chemistry ligation for custom nanopore amplicon sequencing | brvt | RMH | Scoop.it

Oxford Nanopore Technologies (ONT) rapid library preparation kits use transposase-mediated tagmentation to attach click chemistry functionalized oligonucleotide duplexes to fragmented DNA, followed by click chemistry to conjugate Rapid Adapter (RA) sequencing adapters. A similar protocol is used in 16S rRNA gene amplicon and PCR-amplified rapid whole-genome sequencing workflows. Here, we describe custom oligonucleotides with dibenzocyclooctyne (DBCO) added onto PCR primer 5′ termini. After standard PCR amplification, DBCO-modified amplicons react spontaneously with RA sequencing adapters, producing sequencing-ready libraries in minutes without enzymatic processing. All configurations employ an asymmetric design in which the DBCO modification is restricted to a single primer, leaving the opposite primer available for barcoding at low cost. We validate three primer architectures: (i) direct attachment of DBCO to a target-specific primer, (ii) a universal DBCO-modified oligonucleotide used in a two-step PCR workflow, and (iii) a three-primer single-pot reaction combining the universal DBCO oligonucleotide with unmodified target-specific primers. These configurations are validated using full-length 16S rRNA gene amplicons sequenced on a PromethION flow cell. DBCO-modified primers are synthesized either commercially or in-house via DBCO-TFP ester conjugation to 5′-amino oligonucleotides and remain fully active through standard PCR thermocycling. The best-performing configuration used a two-step PCR with a universal oligonucleotide and achieved higher pore occupation and reads than comparable commercial solutions. This approach reduces library preparation reagent costs compared to available kits, as the initial synthesis cost is lower than existing amplicon sequencing kits, while providing enough material for hundreds or thousands of PCR reactions. This is further applicable to an unlimited number of gene targets beyond 16S sequencing.

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Navigating prokaryotic viral genome analysis from metagenomic data | mSys

Navigating prokaryotic viral genome analysis from metagenomic data | mSys | RMH | Scoop.it

Viruses play crucial roles in microbial ecosystems, yet viromic analysis remains challenging due to the field’s complexity and rapid evolution. This mini-review supports non-specialists through the evolving landscape of viromics, focusing on the analysis of bacterial and archaeal DNA viruses from metagenomic data. We address major challenges, including viral diversity, methodological biases, and the overwhelming array of available tools and pipelines. While describing a typical viromic workflow, we provide users with background information for each of the steps from data acquisition, preprocessing, and quality control to viral characterization and common downstream analyses. The included references and resources will provide users with the information needed to confidently start their own virome analysis.

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Limits of bacterial osmoadaptation during planktonic and biofilm growth: a step toward effective biofouling control | aem

Salinity is a key parameter for bacterial survival and growth. Halophilic and halotolerant bacteria can adapt to elevated salinity, but the energetic demands of osmoadaptation increase under fluctuating salt concentrations, potentially constraining growth and persistence. A new concept in reverse osmosis (RO) filtration is batch operation with oscillating rather than constantly high brine salinity. We hypothesize that fluctuating salinity can diminish biofouling in such RO systems. To test this hypothesis, we examined the survival and activity of Aliivibrio fischeri and Pseudomonas fluorescens under fluctuating salinities in planktonic and biofilm cultures as representative of halophilic and halotolerant species, respectively, and common members of biofouling communities. At 28°C, P. fluorescens grew at 0%–6% salinity with fastest growth rate at 0%–1%. At 7%–10% salinity, P. fluorescens remained viable but did not grow. At 22°C, A. fischeri grew at 0.5%–7% salinity, with fastest growth rate at 2%–3%, but unlike P. fluorescens, it lost viability outside this growth range. Cultures did not respire at salinities that did not support growth, suggesting that survival under such salt stress does not depend on high metabolic activity. Furthermore, cell-specific aerobic respiration rates in A. fischeri correlated with growth rate but not osmotic stress. Biofilm formation did not enhance the osmotic stress tolerance of the two bacteria. Our results indicate that high constant salinity favors the halophilic A. fischeri over the halotolerant P. fluorescens, but oscillating salinity (e.g., 0%–7%) favors neither. Oscillating salinity may, therefore, offer a new mechanism for controlling microbial growth that circumvents community adaptation to environmental conditions.
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Transposable elements are driving rapid adaptation of Enterococcus faecium | nat

Transposable elements are driving rapid adaptation of Enterococcus faecium | nat | RMH | Scoop.it

Bacterial pathogens adapt rapidly to clinical and within-host selective pressures. Insertion sequences (IS) are transposable elements that can contribute to pathogenic adaptation, but their activity and consequences in contemporary clinical populations are not well characterized. Here, combining large-scale genomic surveys with long-read sequencing of clinical isolates and longitudinal gut metagenomes, we quantify pathogen IS dynamics from global patterns to within-host evolution. Across 19,485 publicly available high-contiguity ESKAPEE pathogen genomes, Enterococcus faecium genomes are the most IS dense, dominated by replicative ISL3 family elements, which have proliferated in clinical lineages over the past 30 years. We find extensive chromosomal structural variation, largely involving ISL3, within a new single-hospital collection of bloodstream isolates. Long-read metagenomic sequencing of 28 longitudinal stool samples from 12 haematopoietic cell transplantation (HCT) recipients demonstrates within-host IS dynamics and their regulatory consequences. In one patient, an ISL3 insertion upstream of a folate transporter formed a strong promoter, increasing transcription and improving relative fitness under folate limitation. Enhanced folate scavenging may enable E. faecium to thrive in the setting of microbiome collapse, which is common in HCT and other critically ill patients. Together, these results show that a recent ISL3 expansion is driving rapid evolution in healthcare-associated E. faecium, with consequences for its metabolic fitness that may help explain its increasing clinical burden. Several other pathogens also show elevated IS loads in our survey, which suggests that IS expansion-mediated evolution might be more broadly relevant. Over three decades, rapid expansion of the transposable element ISL3 has reshaped Enterococcus faecium, which helps to explain this pathogen’s growing clinical threat.

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bhatt as

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The ecology of bacterial attachment to phytoplankton | Nmb

The ecology of bacterial attachment to phytoplankton | Nmb | RMH | Scoop.it

Phytoplankton are responsible for approximately half of Earth’s net primary production and, together with heterotrophic bacteria—the main consumers of organic matter—play a pivotal role in biogeochemical cycles. Their key ecological importance has led to growing interest in the interactions between these two groups. Yet, our understanding of the microscale mechanisms driving these interactions remains limited. Recent work highlighted the contribution of bacterial motility and chemotaxis to promoting encounters and nutrient exchange between bacteria and phytoplankton. In contrast, the ecological role of bacterial attachment—an important adaptation enabling bacteria to establish the closest contact with their phytoplankton host and retain it over extended periods of time—remains less explored. Here we describe the current evidence and understanding of bacterial attachment to phytoplankton and highlight recent insights from single-cell studies. Motivated by the implications for large-scale ecosystem processes, we discuss promising research avenues to further unveil the ecological relevance of bacterial attachment to phytoplankton. Here the authors review current understanding of the mechanistic marine microbial interactions that underpin large-scale ecosystem processes and biogeochemical cycling.

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colonization, stocker r.

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Symbiotic phosphate transporter dynamics in rice expose functional plasticity of the arbuscules | Ncm

Symbiotic phosphate transporter dynamics in rice expose functional plasticity of the arbuscules | Ncm | RMH | Scoop.it

Mutualism in the symbiosis between arbuscular mycorrhizal fungi and plants is based upon the exchange of carbon for soil minerals, with phosphate being of central importance. The exchange of nutrients occurs when the fungus transiently colonizes root cells, producing hyphal structures called arbuscules. The movement of phosphate from fungus to plant is well established, however its coordination and regulation at the ephemeral arbuscules remains elusive. Here, non-invasive imaging captures the complete growth and collapse of the arbuscules in unprecedented resolution, revealing heterogeneity in arbuscule development. Tracking the dynamics of rice PHosphate Transporter 1;11 (OsPHT1;11/ PT11) as a proxy for symbiotic phosphate transport shows consistent localization across diverse arbuscules. However, we uncover phosphate-responsive variability in PT11 abundance, representing an essential, cellular-level layer of nutrient regulation. Such plasticity in arbuscule phosphate uptake capacity evidences uncoupling of arbuscule presence and arbuscule function, thereby demonstrating that arbuscules are not identical units of nutrient exchange. This study uncovers the previously-hidden dynamics of nutrient exchange structures central to the symbiosis between plants and arbuscular mycorrhizal fungi, revealing highly variable development, lifespans and phosphate transport capacities.

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amf

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Cross-feeding enables robust coexistence between four bacterial species | brveco

Cross-feeding enables robust coexistence between four bacterial species | brveco | RMH | Scoop.it

Microbial diversity is often assumed to be limited by the number of available resources, yet many communities persist well beyond that expectation. Understanding the mechanisms that enable such coexistence remains a central question in microbial ecology. Here, using a four-species bacterial consortium, we asked whether coexistence can emerge from interactions between species rather than from the external environment alone. Across 31 simple nutrient conditions, including 16 single-resource environments, all four species persisted and repeatedly reached stable coexistence. We then chose 27 additional conditions to further probe the boundaries of coexistence by varying resource concentrations, temporal dynamics, nutrient complexity and relief of auxotrophy-associated dependencies, and only observed the extinction of one species in one of these conditions. Although the community composition in each environment was largely shaped by species' fitness on the supplied resources, experimental assays and consumer-resource modeling showed that the coexistence was not explained by resource supply, but rather by cross-feeding and niche partitioning of metabolic byproducts. These metabolic interactions were strong enough to sustain coexistence even for species unable to use the supplied resources directly. Furthermore, robust coexistence across environments appears to be an emergent property of microbial communities, ingrained in members' metabolic byproduct profiles and niche differences. Our findings demonstrate how microbes can increase the chemical complexity of their environment sufficiently to maintain coexistence well beyond what is expected from external resource supply.

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mitri, taxonomically and functionally distinct bacteria: Agrobacterium tumefa80 ciens (At), Comamonas testosteroni (Ct), Microbacterium liquefaciens (Ml), and Ochrobactrum anthropi (Oa).

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EnzRetro: Enzymatic Retrosynthetic Planning With Site-Specific Reaction Edits Based on Sequence Generative Architecture

EnzRetro: Enzymatic Retrosynthetic Planning With Site-Specific Reaction Edits Based on Sequence Generative Architecture | RMH | Scoop.it

Enzymatic biosynthesis has become increasingly crucial in green chemistry and biosynthesis. However, current computational tools struggle to effectively integrate enzyme identification with pathway synthesis due to the specificity of enzymes and their complex interactions with substrates. Here, we propose EnzRetro, a novel framework for enzymatic retrosynthesis that provides an end-to-end solution bridging retrosynthesis planning with enzymatic engineering. The core innovative concept of EnzRetro is site-specific reaction edits (SSREdits), a dynamic approach to representing structural transformations at specific enzyme active sites and forging a direct link between enzyme identification and reaction patterns. To enable the model to learn meaningful representations of SSREdits, we developed three pretraining tasks and then fine-tuned two specialized models: (1) the SSREdits generation model for pathway synthesis, which translates the target product into a sequence of reaction edits, and (2) the EC generation model for enzyme identification, which focuses on precise transformation sites within SSREdits, enabling generalization across diverse reactions. Extensive experiments demonstrate the superior performance of EnzRetro, with a promising 56.1% and 97.7% Top-1 accuracy on USPTO-50k dataset for retrosynthesis and ECREACT dataset for enzyme identification, respectively. Finally, EnzRetro combines the two-stage processes of retrosynthesis and enzyme identification into one-pot learning, enhancing both computational efficiency and interpretability, and bridging the gap between pathway synthesis and enzyme identification. The accuracy of EnzRetro has been validated by three enzymatic pathways. We developed a web platform for multi-step retrosynthesis planning that reconstructs multiple enzymatic pathways for putrescine biosynthesis with substantial diversity and significantly outperforms state-of-the-art baselines.

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Rational engineering enhances the signal and modularity of an RNA barcoding technology to track gene transfer in microbiomes | brvbe

Rational engineering enhances the signal and modularity of an RNA barcoding technology to track gene transfer in microbiomes | brvbe | RMH | Scoop.it

Horizontal gene transfer drives microbial evolution and offers a powerful strategy for precision microbiome engineering. To track gene transfer within complex communities, we previously developed RNA-Addressable Modification (RAM), an RNA-barcoding technology where a mobile catalytic RNA barcodes host 16S ribosomal RNA (rRNA) upon gene transfer. However, the first-generation RAM suffered from low barcoding efficiency and lacked modularity, limiting its sensitivity and versatility. Here, we present RAM v2, a re-engineered system with significantly enhanced performance and modularity. By incorporating natural ribozyme structural motifs and improved barcode stability, we achieved a ~200-fold increase in barcoded rRNA signal. To enhance modularity, we integrated CRISPRi-based repression and ribozyme insulators, facilitating easy promoter swapping. We validated RAM v2 on a mobilisable plasmid delivered to a complex wastewater microbial community, demonstrating a substantial increase in signal over the original system while barcoding similar taxa. These improvements enable higher-resolution, more sensitive monitoring of horizontal gene transfer, providing a robust toolkit for accelerating the study of gene transfer in microbial communities and advancing targeted microbiome engineering.

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chappell j, hgt tool

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Recent advances in site-specific modifications of peptides and proteins | rsc

Recent advances in site-specific modifications of peptides and proteins | rsc | RMH | Scoop.it

Modification at specific sites has long been a central goal in peptide and protein chemistry. Introducing functional groups at specific sites is an ideal state for protein function research and the modification of protein properties, as it can eliminate the interference caused by heterogeneous modifications. Recent downstream applications have placed even greater demands on site selectivity. This review examines the latest advances in the site-specific modification of peptides and proteins, organizing the reactions into four categories: exploiting disparities in chemical environments, tag-and-modify approaches, proximity-driven chemical modification, and enzymatic strategies. For each reaction, we detail the underlying design rationale and highlight downstream chemical and biological applications. Collectively, these methods have achieved remarkable gains in terms of specificity, efficiency, and scope, furnishing a versatile chemical toolbox for the site-selective functionalization of peptides and proteins. We conclude by summarizing the current state of the field and outlining prospective directions for future development.

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pCODE tRNA Expression Plasmids Compensate for Rare Codons in Recombinant Protein Production | asb

pCODE tRNA Expression Plasmids Compensate for Rare Codons in Recombinant Protein Production | asb | RMH | Scoop.it

The molecular mechanisms that constrain recombinant protein production and the importance of synonymous codon usage have not been fully elucidated. Codon frequency varies between different organisms, and rare codons are often avoided in “codon-optimized” synthetic gene constructs. Overexpression of tRNA genes is an alternative strategy to compensate for suboptimal codon usage, but the consequences and limitations of this approach have not been widely studied. Here, we develop and characterize a versatile collection of pCODE plasmids for tRNA overexpression in E. coli and show that they complement rare codons with very modest limitations or negative effects, regardless of the position, type, number, or distribution of rare codons in the expressed gene. One pCODE plasmid encodes an inducible tRNA expression cassette and shows potential as a new type of genetic regulation based on inducible rare codon complementation. The pCODE tRNA expression plasmids provide mechanistic insights into synonymous codon usage and add to the molecular biology toolbox that enables recombinant protein production.

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norholm mhh, purification

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Plant microbiome engineering: from inoculation to genome editing | frn

Plant microbiome engineering: from inoculation to genome editing | frn | RMH | Scoop.it

Plant-associated microbiomes are central to crop productivity, nutrient efficiency, and stress resilience, yet conventional microbiome manipulation strategies, largely based on microbial inoculation and agronomic management, often suffer from inconsistent field performance and limited persistence. Although several recent reviews have discussed CRISPR-mediated plant–microbe engineering and synthetic microbial community (SynCom) design separately, few reviews integrate genome editing, ecological stability of microbiomes, and climate-resilient agricultural applications within a unified conceptual framework. Recent advances in molecular biotechnology are transforming this landscape by enabling precision engineering of plant-microbe interactions at genetic, metabolic, and community levels. In particular, synthetic biology tools including CRISPR/Cas genome editing, RNA interference, and syncoms, now allow targeted modification of plant traits governing microbial recruitment, microbial pathways underpinning nutrient cycling and stress tolerance, and community-level functional complementarity. This review integrates molecular genetics, microbial ecology, and systems-level microbiome design to frame the plant and its microbiome as an engineerable holobiont. We integrate insights from genome editing in plants and microbes, omics-guided SynCom design, climate-resilience mechanisms, and emerging AI-assisted decision frameworks, including machine learning and ecological modeling approaches used to analyze multi-omics datasets, and predict plant–microbiome interactions across experimental and field-based studies. Importantly, we critically assess limitations related to ecological stability, trait trade-offs, biosafety, and regulatory challenges that constrain large-scale deployment. By bridging genome-enabled microbiome manipulation with ecological design principles, this review proposes an integrative framework for climate-smart microbiome engineering and identifies key research priorities required to transition from empirical inoculation toward predictive, sustainable, and socially responsible agricultural biotechnology.

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Osmotic stress triggers fast and reversible PMF collapse in Escherichia coli | bphy

Osmotic stress triggers fast and reversible PMF collapse in Escherichia coli | bphy | RMH | Scoop.it
Across the tree of life, cells rely on electrochemical gradients across membranes to fuel essential processes. In bacteria, this gradient, the proton-motive force (PMF), has been difficult to measure because of the small size of the cell. Although PMF is known to respond dynamically to internal and external cues, its real-time behavior under environmental stress remains poorly understood. Here, we use the bacterial flagellar motor as a sensitive, intrinsic reporter to investigate how PMF responds to hyperosmotic shock with high temporal resolution. We show that hyperosmotic stress causes a rapid, dose-dependent reduction of motor speed in E. coli, reflecting a loss of PMF confirmed independently using the Nernstian fluorescent dye TMRM. The response is independent of the choice of non-ionic osmolyte, the presence of potassium, and the direction of motor rotation, indicating that it originates upstream of stator-rotor interaction and is not specific to a particular osmotic agent or motor configuration. During sustained hyperosmotic shock, motor speed partially recovers over several minutes, consistent with cellular adaptation and restoration of PMF. Together, these results establish that hyperosmotic shock rapidly depolarizes E. coli, and demonstrate the utility of the flagellar motor as a non-invasive, real-time reporter of bacterial electrophysiology in vivo.
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The Chemistry of CO2 Conversion: A Review | chem rev

The Chemistry of CO2 Conversion: A Review | chem rev | RMH | Scoop.it

For much of the past century, carbon dioxide (CO2) has received little attention scientifically outside of its role as a byproduct in the industrialization of the global economy. This trend has recently been upended where, due to mounting environmental concerns, CO2 has been brought squarely into the public consciousness. This surge in activity has contributed to a once unimaginable idea now pervading the scientific community: could CO2, a highly stable byproduct of hydrocarbon combustion, be recycled and converted back into useful chemicals and fuels? Owing to its ubiquitous nature and availability at truly massive quantities, it is thought that CO2-based products could offer a meaningful pathway toward lowering the environmental impact of many of the top industrial products while also enhancing supply chain diversification and resilience. In this manuscript we provide a holistic review of the pathways for CO2 conversion, the underlying chemistry and challenges involved in the transformation to products, and considerations for commercialization.

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Navigating complexity: key considerations for studying fungal-bacterial interactions | mSys

Navigating complexity: key considerations for studying fungal-bacterial interactions | mSys | RMH | Scoop.it
Fungal-bacterial interactions are widespread phenomena that are currently gaining attention across diverse research fields. But what are interactions, how do we identify them, and why should we adopt ecological theory when studying them? While microbial interactions are often conceptualized and characterized as static properties, these relationships are dynamic and complex. They are shaped by the interplay of numerous variables, which themselves fluctuate over space and time, that scale from molecules to ecosystems. In this perspective, we discuss the theoretical and practical challenges of studying the interactions between these two ubiquitous and diverse groups of microorganisms and propose a framework grounded on mechanistic and systems approaches rather than relying on correlations or fragmented practices. We hope to inspire efforts to build and integrate a more comprehensive understanding of this fascinating and quickly growing subdiscipline of microbial ecology.
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