BMC Microbiology

Attention deficit/hyperactivity disorder (ADHD) is a common neurodevelopmental condition characterized by inattention, impulsivity, and hyperactivity, and is believed to involve altered dopamine signaling. Growing evidence suggests that the gut microbiome may contribute to neurobehavioral conditions, including ADHD. In this study, we examined differences in gut microbiome composition, measured using metagenomics, between healthy and ADHD-affected individuals, and evaluated age- and gender-related variation within the ADHD population. We analyzed publicly available gut microbiome datasets from the American Gut Project, NCBI, and MGnify, and retrieved data from 496 ADHD and 419 healthy individuals. Further, metadata and taxonomic abundance were processed using RStudio, normalized to sequencing depth, and analyzed at the genus level. Both groups shared several gut bacteria, including Blautia, Bacteroides, Faecalibacterium, Roseburia, and Alistipes, indicating a broadly similar core microbiome. However, individuals with ADHD showed differences in the stability and persistence of certain core taxa, such as Proteobacteria and the unclassified genus Prevotellaceae, which were uniquely present in the ADHD group. Further, PERMANOVA showed that age and gender explained a small yet significant difference in microbial variation (Rsquare = 0.0437, p = 0.001), with greater variability observed between males and females than across age groups. Dispersion analysis revealed significant microbial variability between males and females (p = 0.001), whereas age groups showed no significant variation (p = 0.792). Overall, these results suggest that differences in the gut microbiome between individuals with ADHD and healthy individuals are subtle. Clinically, this highlights the need to consider broader biological, environmental, and lifestyle influences- such as diet, medication use, and comorbidities- when evaluating the potential role of the gut microbiomes in ADHD.

Abstract The upper respiratory tract (URT) microbiome plays a vital role in respiratory health, with older children (5-14 years old) serving as key reservoirs for the transmission of bacteria to younger individuals (< 5 years old). However, the URT microbiome in this age group remains poorly characterised, particularly in relation to colonisation by the pathobiont Streptococcus pneumoniae. To address this gap, we analysed URT samples collected over eight visits from 134 healthy children aged 5-14 years in The Gambia, using culture-dependent methods to detect S. pneumoniae and culture-independent 16S rRNA sequencing to characterise the microbiome in parallel. 16S rRNA sequencing identified Streptococcus and Prevotella as the dominant microbiome constituents. When integrating longitudinal sampling data, we observed temporal instability with frequent switches in microbiome profiles over time. URT samples colonised with S. pneumoniae were associated with increased abundance of Moraxella, Streptococcus and Haemophilus, whereas non-colonised URT samples were enriched with Granulicatella and Filifactor. S. pneumoniae colonisation was also associated with lower Shannon diversity compared with non-colonised samples. Age and season were the strongest determinants of microbiome composition; increasing age was associated with decreasing prevalence and abundance of taxa including Haemophilus and Moraxella, while gram-positive taxa were predominantly enriched in the dry season. These findings provide new insight into the URT microbiome of older children in The Gambia and highlight Granulicatella and Filifactor as potential contributors to colonisation resistance against S. pneumoniae.

The human gut is home to more than 100 trillion bacteria, where various environmental factors, such as nutrients and gases, exist and influence them. The levels of fermentation gases in the gut, including CO2, fluctuate depending on the host's diet. However, how CO2, an environmental factor, affects the physiological states of gut anaerobes remains poorly understood, but CO2 is often utilized in their cultivation. Akkermansia muciniphila (A. muciniphila) is widely studied as a beneficial human gut microbe. However, the effects of CO2 on the physiological state of A. muciniphila are not fully understood. In this study, we focused on CO2 as an environmental factor and aimed to clarify how CO2 affects the physiological state of A. muciniphila. Culture experiments showed that compared with the absence of CO2, the presence of CO2 significantly increased the growth of A. muciniphila. The results of the metabolomic analysis revealed distinct metabolic profiles in the presence or absence of CO2. The tracing analysis using stable 13C-labelled CO2 demonstrated that CO2 was incorporated into various metabolites in the TCA cycle, the de novo purine/pyrimidine synthesis pathways, and other pathways. In addition, the activity of pyruvate carboxylase, which catalyses an anaplerotic reaction involving CO2 fixation to supply oxaloacetate (OAA) to the TCA cycle, was significantly higher in A. muciniphila cells grown in the presence of CO2. Moreover, supplementation with OAA increased the growth of A. muciniphila in a dose-dependent manner, mirroring the effects of CO2 supplementation. These findings suggest that A. muciniphila utilizes CO2 for an anaplerotic reaction in the TCA cycle and other pathways involving CO2 incorporation, facilitating metabolic flux to promote its robust growth.

Schistosoma mansoni infection is associated with alterations of the host gut microbial community structure, yet its impact on microbial genome dynamics and horizontal gene transfer remains poorly understood. In this study, we investigated the activity of Mobile Genetic Elements (MGEs), and of Insertion Sequences (IS) in particular, in the gut microbiome of wild-type (WT) and human-microbiota-associated (HMA) mice. Taxonomic profiling revealed significant differences in bacterial diversity between WT and HMA mice, with reduced richness and alpha diversity observed in HMA gut microbiomes regardless of the infection status. Principal Coordinates Analysis demonstrated clear separation between microbial communities, reflecting differences in host background and bacterial composition. In contrast, differences were observed between plasmid and viral community profiles and between these and bacterial diversity, suggesting that different MGEs may follow distinct ecological dynamics within the gut microbiome. IS elements within bacterial genomes were widespread across all microbiome communities analysed in this study, with higher insertion counts observed not only in HMA compared to WT mice, but also in infected compared to uninfected mice. IS elements were predominantly associated with dominant gut bacterial taxa, particularly members of Bacteroidia and Clostridia. At the genomic level, insertion events occurred more frequently in intergenic regions than in coding sequences, suggesting a preferential selective pressure towards alteration of gene expression rather than gene disruption. Furthermore, IS activity was dominated by a subset of IS families, with consistent patterns observed across experimental groups. Notably, infection was associated with increased insertion frequencies across multiple taxa and IS families, suggesting enhanced mobilisation under conditions of host-associated stress (the physiological and molecular pressure experienced by microorganisms, pathogens, or the host itself during their interactions within a symbiotic or infected environment) and microbiome perturbation. Together, these findings demonstrate that S. mansoni infection may promote IS mobilisation in the mouse gut microbiome, potentially contributing to microbial genome plasticity and facilitating horizontal gene transfer within host-associated microbial communities.

Aims Honey represents a distinct microbial habitat, imposing physicochemical stresses on its resident microbiota while also serving as a potential source of beneficial microorganisms. This study aimed to isolate lactic acid bacteria (LAB) from Korean wildflower honey and characterize their gastrointestinal (GI) and physiological stress tolerance, adhesion-related properties, functional characteristics, and safety to evaluate their potential as probiotic candidates. Methods and Results Two Streptococcus salivarius strains, DOW-5A and DOW-10, were isolated from Korean wildflower honey and identified by phenotypic and molecular analyses. Both strains survived in sequential exposure to simulated GI conditions and showed tolerance to physiological stresses. DOW-5A maintained higher viability during the simulated gastric phase, whereas DOW-10 showed an initial decrease in viable counts followed by an increase during the simulated intestinal phase. The two strains also exhibited various probiotic characteristics, including mucin adhesion and antioxidant activity. Atypical, crystalline colony morphologies associated with EPS production were observed when sucrose was supplied as a carbon source. Both strains formed biofilms, while DOW-5A showed a marked increase in biofilm formation upon sucrose supplementation. Neither strain showed gelatinase or hemolytic activity or significant cytotoxicity toward Caco-2 cells. Impact Statement In this study, we isolated two honey-derived S. salivarius strains with high probiotic potential. Our findings highlight wildflower honey as a potential reservoir of LAB with traits relevant to survival under GI and physiological stresses, as well as various probiotic traits.

Prevotella melaninogenica is a Gram-negative bacterium that has been implicated in numerous disorders such as chronic obstructive pulmonary disease (COPD) and cystic fibrosis, and despite its abundance in the human microbiome, there is still limited knowledge on the fundamental physiology describing Prevotella melaninogenica. To properly advance Prevotella biology, it is critical to report and document such characterizations of Prevotella; therefore, the purpose of this study is to examine and define the phenotypic and growth characteristics of P. melaninogenica ATCC 25845. In this study, we found that Prevotella melaninogenica ATCC 25845 is a Gram-negative bacterium that is predominantly short and medium rod-shaped, with occasional filamentous rods. SEM imaging revealed that this filamentation may serve as division centers, points from which multiple daughter cells form. We also describe the antibiotic profile, which showed susceptibility to four classes and resistance to six classes of antibiotics. Carbon source growth kinetic characterization revealed a preference for carbohydrate sources.

Pre-prolipoprotein phosphatidylglycerol diacylglyceryl transferase (Lgt) catalyzes the first step in the lipoprotein modification pathway and is essential for growth and viability of Helicobacter pylori. We explored the fate of H. pylori cells under Lgt depletion conditions to obtain insight into Lgt function on morphology and physiology. Downregulation of lgt expression led to growth arrest and a heterogenous population of small rod-shaped cells and small round cells with spiky protrusions, a loose outer membrane and disintegrated flagella. H. pylori overcomes a defect in lipoprotein modification through alteration of its gene expression profile resulting in so-called revertants. Outer membrane protein synthesis, carbon metabolism and nutrient uptake was reduced, and protein translation and flagellar biogenesis increased. Lgt specific regulation was observed in phospholipid biosynthesis resulting in an initial increase in cardiolipin followed by an increase in lysophospholipids at the time of adaptation. Suppressors of {Delta}lgt that were selected on solid media under restrictive conditions either lacked chromosomal mutations or had mutations in the cagUT-tetR regulon controlling the expression of lgt. A suppressor without mutations had an altered expression profile that led to downregulation of a DNA methyltransferase and upregulation of HP_0014, a motility associated glycosyltransferase family protein. Transmission electron microscopy and single cell video microscopy showed that a subpopulation of cells is motile in the revertant while the suppressor regained full motility with higher average speed compared to the wild type strain. Overall, our data show that lipoprotein modification by Lgt is important for membrane and flagellar integrity and that the heterogenous character of H. pylori cultures allows individual cells to overcome this cell envelope stress and survive. Our findings are important for antibacterial development strategies targeting essential integral membrane enzymes involved in lipoprotein modification and stimulate exploration of synergetic activity between known antibiotics and novel antibacterial agents targeting novel cellular pathways.

The opportunistic pathogen Pseudomonas aeruginosa can store carbon by polymerizing (R)-3-hydroxy fatty acids into polyhydroxyalkanoates (PHA) and forming large intracellular carbonosomes. These structures primarily function as stores of excess carbon that can be employed during nutrient imbalances, though they have been increasingly reported to have secondary functions in stress responses. A range of Proteobacteria can form carbonosomes, and they have been well characterised in strains used in bioplastic production and wastewater treatment. However, the occurrence, regulation and functions of carbonosomes in pathogenic bacteria remain poorly understood. Using flow cytometry and fluorescence microscopy following staining of carbonosomes with BODIPY 493/503, we characterised carbonosome abundance and dynamics in growth-arrested P. aeruginosa starved of nitrogen but provided with excess carbon. We found that carbonosomes substantially impact the energetic and biosynthetic output of growth-arrested P. aeruginosa, affecting protein biosynthesis, flagellar motility, and ATP/NADPH pools. The production and use of carbonosomes was found to confer a strong fitness advantage to growth-arrested P. aeruginosa during fluctuating nutrient conditions. Small carbonosomes were observed during the lag phase of growth in rich media and the ability to produce these structures was conserved across several different laboratory and clinical strains, although with different dynamics and maximal amounts. For example, the Liverpool epidemic strain LESB58 showed very little BODIPY staining while the closely related LESB65 strain showed high levels of staining. Crucially, we found that growth-arrested cells depolymerize carbonosomes upon tobramycin exposure and that carbonosome depolymerization significantly increases P. aeruginosa tobramycin sensitivity. Together, our observations suggest that carbonosomes significantly impact the physiology, metabolism, and antibiotic susceptibility of P. aeruginosa.

As a specialist herbivore, koalas rely on their gut microbiomes to help digest their toxic and fibrous diet of Eucalyptus leaves. Without these critical microbes, koalas may not be able to obtain the nutrients and energy they need to survive. As such, a large proportion of koalas that undergo rehabilitation for chlamydiosis develop gut dysbiosis from the antibiotic treatment and are either euthanized or die. Here we aimed to modify previously developed fresh faecal inoculation capsules for an extended shelf-life such that they could be applied in a clinical setting to prevent or treat gut dysbiosis. Using 16S rRNA gene amplicon sequencing we demonstrated that air-drying faecal material leads to an overgrowth of facultative anaerobes, whereas lyophilised material retains a similar microbial composition to fresh material. Initial survival of koala faecal microbes as assessed by live/dead staining combined with microscopy was high after lyophilisation regardless of which excipient was used, except for 20% glycerol that resulted in ~15% lower survival than other treatments. Lyophilised fine particles extracted from koala faeces and packaged into acid-resistant capsules maintained their original microbial composition and had high microbial survival over a year, regardless of the excipient used. Dry-fill, single-layer capsules maintained integrity after 10 hrs in synthetic koala stomach acid. These capsules may be useful in adapting the gut microbiomes of koalas to novel diets e.g. during translocations. However, attempts to apply the capsules in the clinical setting were unsuccessful due to unanticipated difficulties in administrating the capsules to sick koalas.

Skin ulcers, such as those observed in cases of the non-venereal disease yaws and the venereal disease syphilis, are traditionally diagnosed based on their anatomical location and visible appearance. Yet various evidence suggests that the pathogens that cause these ulcers may not be restricted to genital or non-genital body sites. We explored this by profiling the bacterial communities of genital and non-genital skin ulcers collected in Ghana using 16S rRNA gene amplicon sequencing. Swab samples were collected from 156 clinically diagnosed skin lesions (110 non-genital and 46 genital). The V1-V2 region of the 16S rRNA gene was sequenced to characterize bacterial communities. Microbial diversity, community composition, differential abundance, and associations between lesion diversity and common skin bacteria were analysed using bioinformatics and statistical methods. Following quality filtering, 135 samples were retained, revealing 23 bacterial phyla, 143 families, and 406 genera. Alpha diversity indicated similar bacterial richness and diversity in genital and non-genital skin lesions. Beta diversity analyses indicated differences between genital and non-genital lesions, accompanied by significant differences in within group dispersion. A log2 fold change analysis evidenced genital lesions were enriched in Gardnerella, whereas non-genital lesions showed more abundance of Staphylococcus, Streptococcus, Corynebacterium, Bradyrhizobium, and Pelomonas. Clinically important genera, including Treponema, Haemophilus, and Mycobacterium, were also detected, even in samples with low sequencing depths. Statistical modelling indicated that greater microbial diversity was associated with intermediate abundances of common skin taxa, particularly Corynebacteriaceae, Micrococcaceae, Cutibacterium, and Staphylococcaceae, thereby attesting the presence of polymicrobial communities in skin ulcers. Overall, genital and non-genital skin lesions showed similar microbial diversity but differed in composition. Our findings support the view of skin lesions as ecological niches containing diverse bacterial communities rather than being consistently dominated by a single bacterial taxon. They provide a basis for investigating possible polymicrobial interactions in skin ulcers.

Due to their highly polyphagous capacities, black soldier fly (Hermetia illucens) larvae (BSFL) are increasingly valued for their ability to convert organic waste into valuable biomass that can be used for a variety of purposes. These remarkable digestive capabilities are highly dependent on an extremely plastic gut microbiota. However, the distribution and functioning of bacterial communities in the various gut compartments - particularly in the hindgut - remain little understood. In this study, we used a metabarcoding approach based on 16S gene sequencing to investigate the effect of three carbohydrate-rich diets with distinct molecular compositions on the functional diversity of the BSFL gut microbiota. Our results showed that the midgut harbors a highly substrate-sensitive microbiota, with a high abundance of Actinomyces spp., regardless of the substrate. A bacterial diversity oriented toward fatty acid biosynthesis pathways is promoted by starch-rich environment, whereas a lignocellulosic substrate fosters a midgut microbiota dominated by Paenibacillus spp. In contrast, the hindgut exhibits a distinctly stable and homogeneous bacterial composition dominated by Dysgonomonas spp. Overall, our results provide clear evidence of a two-compartment microbial system, in which the midgut primarily serves as a substrate-adaptive primary degradation chamber, while the hindgut functions as a stable terminal compartment for the final processing of residual substrates and the recycling of nutrients. These findings contribute to our understanding of the functional diversity of the bacterial microbiota along the BSFL digestive tract, which is a key factor in explaining this insect's remarkable polyphagous behavior and optimizing its use for industrial purposes.

Inflammatory bowel disease challenges modern gastroenterology due to high relapse rates. This study evaluated the effects of medicinal fungal sclerotium Fu Ling (Wolfiporia cocos), its derived {beta}-1,3-1,6-Glucan, Bacillus coagulans GBI-30, 6086, and their combinations in dextran sulfate sodium-induced colitis in male BALB/c mice. The {beta}-glucan-B. coagulans combination significantly improved body weight, disease activity index, colon length and architecture, mucus secretion, and cecal fermentation over single ingredient. Consistently, this combination increased total short-chain fatty acids production, particularly acetate, improved gut tight-junction organization and reduced myeloperoxidase accumulation. Shotgun metagenomic sequencing indicated that this combination reshaped the gut microbiota, notably enriching Anaeromassilibacillus sp., which associated with improved clinical feature. These findings highlight the potential of fungal-derived {beta}-glucan and probiotic combinations as functional food ingredients for mitigating intestinal inflammation and supporting barrier repair.

GeneCapture is developing a novel, point-of-care, rapid AST technique that, when fully automated, can accomplish AST within 2 hours directly from a raw sample, representing a significant advancement in diagnostic capabilities. For this study, a panel of uropathogen isolates was collected from clinical specimens positive for urinary tract infection from various laboratories in the southern US. A selection of these isolates were then spiked into fresh clean-catch urine samples to produce mock samples covering a variety of antibiotic responses. Testing was performed on 20 strains of Escherichia coli, the cause of over 80% of UTIs, and 6 strains each of Klebsiella pneumoniae and Proteus mirabilis, the next most common causes. Each strain was tested against the susceptible, intermediate and resistant (S-I-R) breakpoints of up to 5 appropriate antibiotics including Amoxicillin-Clavulanate, Cefpodoxime, Ciprofloxacin, Nitrofurantoin and Trimethoprim-Sulfamethoxazole. The new method uses a phenotypic assessment of bacterial growth, comparing responses from bacteria treated with antibiotics at S-I-R breakpoint concentrations to untreated controls as the metric for determining susceptibility. Exposure to the drugs for only 90 minutes gave a Categorical Agreement of 98% to gold standard culture results across the resulting 247 bacteria/antibiotic pairs. Testing on separate days of nine of these strains in triplicate gave a reproducibility of 97%. The sequential steps of this novel AST - sample processing, growth, labeling, and counting - can readily be performed on an automated cartridge that is currently under development. The presented work, which took place in a laboratory setting, demonstrates the efficacy of the assay.

Anaerobic gut fungi (AGF) are an integral part of the herbivore gut microbiome, primary decomposers of lignocellulose, and play a crucial role in establishing foundational links of syntrophic associations. The syntrophy with methanogens appears beneficial for mitigating feedback inhibition and results in the augmentation of AGF activity. However, the thermodynamic advantages of the presence of methanogens to AGF remain poorly understood. This study explores the preferred pathways adopted by Cyllamyces sp. and Methanobrevibacter olleyae, using 13C-glucose as a substrate and spiked with malate and pyruvate in different experimental set-ups. The results indicated reduced biomass formation by Cyllamyces sp. in monoxenic culture with Methanobrevibacter olleyae compared to axenic AGF culture supplemented with glucose. Additionally, metabolic analyses revealed the pyruvate:ferredoxin oxidoreductase (PFO) as a key contributor to pyruvate metabolism. Malate supplementation notably enhanced the growth of Cyllamyces sp. and M. olleyae, whereas pyruvate supplementation enhanced the growth of Cyllamyces sp. only in axenic culture. This investigation provides insights into the preferred metabolic pathways operating in the hydrogenosomes of axenic anaerobic gut fungi (AGF) cultures and monoxenic AGF-methanogen co-cultures.

Bacterial genomes are dynamic and harbour accessory regions that can be gained, lost, or rearranged in response to selective pressures. Members of the genus Komagataeibacter are used for bacterial cellulose production and researched as platforms for engineered living materials. However, their genomes are rich in mobile genetic elements (MGEs), including insertion sequences (ISs), genomic islands and prophage remnants, which drive genome rearrangements under agitated cultivation conditions. Whether this genome architecture contributes to genomic changes during routine strain maintenance and distribution remains poorly understood. Comparative genome sequencing of independent Komagataeibacter rhaeticus iGEM stocks revealed recurrent loss of a 210 kbp chromosomal region flanked by homologous IS5 sequences. This deletion was identified in a stock received as an agar stab and reproduced from an intact-genome population subjected to simulated agar-stab handling. Phylogenomic analysis of the affected locus revealed gene-tree/species-tree discordance, heterogeneous GC content and multiple ISs, supporting its characterization as a dynamic accessory region. Populations carrying the larger genome reduction showed improved growth and cellulose production relative to the intact genome reference, whereas populations carrying a smaller nested deletion showed reduced performance. These findings demonstrate that routine strain handling is not necessarily genomically neutral and can expose structural genomic variabilities that generate population-level genomic heterogeneity with phenotypic consequences. For bacteria with MGE-rich genomes, handling history may represent an underappreciated source of genomic and phenotypic variation between laboratories. More broadly, identifying unstable accessory regions may highlight genomic content that is dispensable under laboratory conditions, providing candidates for genome streamlining and strain improvement.

Invasive candidiasis has become more common in recent decades, particularly within ICUs. Identifying specific Candida spp., and testing their sensitivity to antifungal drugs is crucial for effective treatment that helps healthcare providers to detect potential treatment challenges early. This study aimed to identify Candida spp. at their spp. level present in blood, assess their susceptibility to antifungal agents, and apply a random forest classifier to predict the best antifungal drug for a given species. The isolates were classified at the species complex level through MALDI-TOF MS. The strains' susceptibility to antifungal agents such as AMB, FLZ, VOZ, ITZ, POZ, CAS, MFN, and ANF was assessed using CLSI guidelines. Out of the 354 Candida spp. isolated from blood, C. utilis was found to be the predominant species, followed by C. tropicalis, and C. albicans. This study demonstrated that MFN and ANF exhibited high potency, with an impressive MIC90 of 0.12 {micro}g/mL against all isolates, surpassing CAS, which had a slightly higher overall MIC90 of 0.25 {micro}g/mL. FLZ exhibited the highest MIC90 value among the azoles at 16 {micro}g/mL, while VOZ, ITZ, and POZ all had MIC90 values of 0.5 {micro}g/mL. AMB MIC90 values were 2 {micro}g/mL against all isolated Candida species. The Random Forest AI/ML model showed perfect overall prediction, with the actual and predicted best antifungal drugs matching for all fungal species. This study is particularly essential because rare Candida spp. becoming more common and exhibiting higher MICs to AMB and FLZ and required suitable remedies for controlling the infection.

Objective Heme-dependent metronidazole (MTZ) resistance has emerged in Clostridioides difficile and is primarily mediated by a T-to-G single-nucleotide polymorphism (SNP) in the promoter of nimB (PnimBG). We aimed to develop a CRISPR-Cas12a-based assay for rapid detection of the PnimBG mutation associated with MTZ resistance. Methods A series of primers and CRISPR RNAs (crRNAs) were designed and optimized to identify the most effective combination for discriminating between PnimBG (MTZ-resistant) and PnimBT (MTZ-susceptible) alleles. Detection was evaluated by visual fluorescence using blue-light and UV imaging systems, as well as by quantitative fluorescence measurements. Results The CRISPR-Cas12a assay accurately differentiated PnimBG and PnimBT alleles in C. difficile. In a collection of clinical isolates, the assay correctly identified all 11 MTZ-susceptible isolates carrying the PnimBT allele and all 10 MTZ-resistant isolates carrying the PnimBG allele. Fluorescence signals were readily detected both visually and quantitatively. Furthermore, colony PCR using crude colony lysates yielded results comparable to those obtained with purified genomic DNA, enabling rapid colony-based detection without conventional DNA extraction. Conclusions The CRISPR-Cas12a assay enables rapid molecular detection of the PnimBG mutation associated with heme-dependent MTZ resistance in C. difficile. This approach could complement conventional susceptibility testing for MTZ resistance detection.

Ugba, a traditional alkaline-fermented condiment produced from African oil bean seeds (Pentaclethra macrophylla Benth.), remains poorly characterised at genome resolution. This study characterised a single spontaneous ugba fermentation using genome-resolved shotgun metagenomics across Early (0-24 h), Mid (48-96 h), and Late (120-144 h) composite stages. Thirty metagenome-assembled genomes (MAGs) were recovered and grouped according to their temporal abundance patterns. The Early-stage retained MAG population was dominated by Bacteroidota-associated MAGs, which exhibited the highest carbohydrate-active enzyme density and broad glycoside hydrolase repertoires, consistent with substantial genome-encoded potential for utilisation of the plant-derived seed matrix. The Mid stage showed marked restructuring of MAG composition, while Core and Late-associated MAGs increased towards fermentation maturation. Functional differentiation was also evident among Corynebacterium MAGs: C. nuruki encoded a complete urease system, whereas C. phoceense_A encoded glutamate dehydrogenase and nitrate-reduction genes. These stage-associated changes coincided with progressive alkalinisation from pH 7.15 to 8.01. Together, the results show that temporal restructuring of reconstructed microbial populations was accompanied by differentiation in genome-encoded functional potential. This study provides a genome-resolved characterisation of microbial composition and functional potential during spontaneous ugba fermentation and expands current understanding of the microbial organisation of this traditional African fermented food.

Antibiotic resistance is an increasingly serious problem worldwide. Identifying the bacterial species can help guide antibiotic selection and improve patient outcomes. In sepsis, where every minute counts, rapid identification is particularly important, and new approaches are needed. In this study, deep learning models were trained to identify bacterial species from phase-contrast time-lapse images of cells growing in microfluidic traps, without fluorescent labels. We demonstrated this approach in two previous studies using laboratory strains. Here, the previous work is extended to clinical bacterial isolates, evaluating performance on isolates not seen during training. Furthermore, it was tested whether autofluorescence could aid species identification. Two validation sets were acquired in separate experiments from the training data, the first containing clinical-isolate traps with five species (Escherichia coli, Enterococcus faecalis, Klebsiella pneumoniae, Staphylococcus aureus and Enterobacter cloacae), imaged every two minutes, and the second containing clinical isolates of two species (E. coli and K. pneumoniae) recovered from spiked donor blood, imaged every minute. Training with the best previous CNN method achieved unsatisfactory results. Therefore, vision transformers were explored, and a self-supervised adaptation procedure was developed for pretrained DINOv3 using a frozen teacher, followed by supervised classification using time-lapse montages. Mean macro-F1 was 93.6 {+/-} 1.3% for isolates precultured in Mueller-Hinton medium using 60 frames (118 minutes) and 87.2 {+/-} 2.7% for isolates precultured in blood using 55 frames (54 minutes) (mean {+/-} sample standard deviation across training seeds). Performance was evaluated over time by increasing the number of frames available to the model during testing, and Fourier-domain filtering approximated reduced numerical aperture. The results are promising and suggest that the aperture can be decreased while retaining good results. However, further evaluation on independent isolates, experiments and patient samples is needed to establish generalization. Together with previous findings, these results bring us closer to rapid image-based diagnostics that could transform the initial treatment of acute bacterial infections by enabling better-informed antibiotic selection.

Vietnam's rapid socioeconomic and dietary transition offers a rare window into how industrialization is reflected in the gut microbiome, yet Vietnamese populations remain underrepresented in global reference datasets. We investigated whether healthy Vietnamese adults in Hanoi harbor microbial community configurations associated with different stages of industrialization. Metagenomic data from stool samples of 183 clinically screened participants in Hanoi were analyzed alongside 629 publicly available metagenomic datasets from populations in low to middle income (LMI) and high income (HI) countries. Species-level taxonomic composition and gene-content-based metabolic pathways were characterized using community clustering and multivariable association analyses. Rather than forming a single population profile, the Vietnamese cohort separated into two enterotypes that mirrored the global industrialization gradient. Enterotype 1 more closely resembled populations from LMICs and showed greater microbial richness and diversity, whereas Enterotype 2 aligned with taxonomic and functional profiles observed in HICs. Both taxonomic and functional potential shows similar trajectories. Diet and lifestyle patterns describe some of the variance between enterotypes, supporting an association between contemporary exposures and microbiome structure without establishing causation. Antibiotic resistance profiles also varied between enterotypes, suggesting that the transition may encompass functions relevant to antimicrobial exposure. Together, these findings position urban Vietnam at a microbiome transition, where community states associated with different levels of industrialization coexist within a single population. This Vietnamese reference cohort expands representation in global metagenomic research and provides a baseline for tracking how rapid socioeconomic change may reshape microbial ecology, metabolic capacity, and antimicrobial resistance.