Biology subjects

Bunbury, F.

Publications and source records attributed to Bunbury, F..

11 recordsLinked to original sources

bioRxiv2026

Bacterial vitamin sharing emerges from a balance between release and uptake

Vitamin availability often shapes microbial communities, as many microbes use vitamins they cannot synthesize. Yet how vitamins become available to users remains poorly understood. To explore this process, we quantified vitamin B12 synthesis, uptake, and extracellular accumulation across hundreds of diverse soil, freshwater, and marine bacterial isolates. These measurements revealed distinct source-sink phenotypes and showed that producers vary substantially in the amount of B12 they provide extracellularly. B12 synthesis was predictable across divergent bacterial lineages from genome content, whereas uptake and extracellular accumulation were not. Controlled cell-death experiments and independently parameterized models showed that extracellular B12 could be quantitatively predicted from release by dead cells and reuptake by surviving cells. Thus, extracellular B12 availability is governed not by synthesis alone, but by the balance between release and uptake, with producer reuptake acting as a previously overlooked sink.

microbiology↗

bioRxiv2026

Cellular basis of B12 uptake and remodelling in microalgae revealed using a novel bioassay

O_LIVitamin B12, an essential micronutrient for many microalgae and humans, is synthesised only by certain prokaryotes. B12 is a complex tetrapyrrole that can exist in many forms (vitamers), some more bioavailable than others. Some microalgae are able to interconvert, or remodel, different B12 vitamers. As microalgae are important primary producers, it is crucial to understand how diverse microalgae acquire, utilise, and remodel this micronutrient. C_LIO_LIThrough the development of a novel algal bioassay for B12 quantification that distinguishes between B12 vitamers with different lower axial ligands, and the generation of targeted knock-out lines, we characterised the role of proteins involved in algal B12 uptake and remodelling. C_LIO_LIWe found that the previously characterised protein CoBalamin-Acquisition protein 1 (CBA1) is also necessary for the acquisition of pseudocobalamin, a less bioavailable form of B12. In addition, we provide the first experimental evidence that COBT is required for Chlamydomonas reinhardtii to remodel B12. C_LIO_LIWe apply the algal B12 bioassay to show that the edible alga Chlorella vulgaris can accumulate pseudocobalamin but is unable to remodel it, highlighting the need for thorough investigation of the metabolic requirements and capabilities of microalgae, especially given the growing interest in microalgae-based food additives. C_LI

microbiology↗

bioRxiv2026

Topic modeling reveals thermally partitioned and taxonomically distinct microbial subcommunities across prokaryotes and phytoplankton in the Laurentian Great Lakes

Identifying discrete microbial assemblages and their environmental drivers across multiple biological fractions simultaneously remains a central challenge in aquatic microbial ecology. We applied an integrated analytical pipeline built around Latent Dirichlet Allocation (LDA) to an eight-year 16S rRNA amplicon time series from the Laurentian Great Lakes, spanning four size-fractionated biological blocks -- free-living prokaryotes, particle-associated prokaryotes, and small and large chloroplast-containing eukaryotes. LDA resolved ecologically coherent subcommunities whose taxonomic identity was consistently defined at the order and class level, with fingerprint taxa confirmed by discriminant analysis. Shannon entropy differences between blocks reflected fundamental differences in dispersal capacity and environmental filtering -- free-living prokaryotes and large eukaryotes showed higher mixing than particle-associated prokaryotes and small eukaryotes. Temperature dominated environmental structuring across all blocks, assessed through Limma and random forest with SHAP, with secondary drivers differing by size fraction. Group Compositional Analysis jointly integrating all four blocks revealed that thermal stratification and lake chemistry organize microbial communities coherently across all size fractions simultaneously. Warm stratified and cold inversely-stratified waters harbored largely non-overlapping assemblages across all four blocks, with cold water specialists -- including chemolithotrophic deep-branching lineages and silica-dependent diatoms -- having no warm water equivalents. ImportanceThe Laurentian Great Lakes are among the fastest warming lakes in the world, yet the microbial communities that drive their biogeochemical cycles remain poorly characterized across size fractions and thermal habitats. Using eight years of samples spanning all five Great Lakes, we show that free-living bacteria, particle-associated bacteria, small phytoplankton, and large phytoplankton all respond coherently to the same master environmental gradients -- thermal stratification and lake chemistry -- despite fundamental differences in organism size, trophic role, and sequencing protocol. Warm stratified and cold water habitats support distinct microbial communities, and the cold water specialists identified here have no warm water equivalents. As the Great Lakes warm and cold water habitats shrink, the microbial communities that depend on them will not simply become less abundant they will be replaced by fundamentally different assemblages.

microbiology↗

bioRxiv2026

Learning functional groups in complex microbiomes

From soil to the gut, communities composed of thousands of microbes perform functions such as carbon sequestration and immune system regulation. Here, we introduce a data-driven approach that explains how community function can be traced to just a few groups of microbes or genes. In gut communities, our neural-network based clustering algorithm correctly recovers known functional groups. In the ocean metagenome, it distills ~500 gene modules down to three sparse groups highlighting survival strategies at different depths. In soils, it distills ~ 4400 bacterial species into two groups that enter a mathematical model of nitrate metabolism. By combining interpretable ML with strain isolation and sequencing experiments, we connect the metabolic specialization of each group to community-wide responses to perturbations. This integrated approach yields simple structure-function maps of microbiomes, allowing the discovery of molecular mechanisms underlying human and environmental health. More broadly, we illustrate how to do function-informed dimensionality reduction in biology. O_FIG O_LINKSMALLFIG WIDTH=158 HEIGHT=200 SRC="FIGDIR/small/709366v1_ufig1.gif" ALT="Figure 1"> View larger version (41K): org.highwire.dtl.DTLVardef@1f76c74org.highwire.dtl.DTLVardef@f13bdcorg.highwire.dtl.DTLVardef@19107c6org.highwire.dtl.DTLVardef@9558f7_HPS_FORMAT_FIGEXP M_FIG O_FLOATNOGraphical AbstractC_FLOATNO An integrated ML and experimental pipeline to discover functional groups and their dynamics in complex microbiomes and beyond. (a) First, our Soft Clustering Function Informed (SCiFI) algorithm identifies functional groups directly from species abundances data using neural networks. Crucially, the learned functional groups are informed by a chosen community function. (b) Descriptions of the system in terms of the original high-dimensional abundances of individual species are prohibitively complex (left). By contrast, a description in terms of the few functional groups identified by SCiFI leads to a simple structure-function map (right). (c) Next, the identified groups can be directly input as variables into predictive mathematical models for the dynamics of the community. (d) The last step of our pipeline relies on the identified groups comprising only a small number of species. This sparsity enables targeted experiments that interrogate isolated species (e.g. with whole-genome sequencing or phenotyping) shedding light on the mechanistic underpinnings of the structure-function map with potential applications beyond microbiomes, from gene expression to neuronal activity. C_FIG

microbiology↗

bioRxiv2024

Illuminating microbial mat assembly: Cyanobacteria and Chloroflexota cooperate to structure light-responsive biofilms

Microbial mats are stratified communities often dominated by unicellular and filamentous phototrophs within an exopolymer matrix. It is challenging to quantify the dynamic responses of community members in situ as they experience steep gradients and rapid fluctuations of light. To address this, we developed a binary consortium using two representative isolates from hot spring mats: the unicellular oxygenic phototrophic cyanobacterium Synechococcus OS-B (Syn OS-B) and the filamentous anoxygenic phototroph Chloroflexus MS-CIW-1 (Chfl MS-1). We quantified the motility of individual cells and entire colonies and demonstrated that Chfl MS-1 formed bundles of filaments that moved in all directions with no directional bias to light. Syn OS- B was slightly less motile but exhibited positive phototaxis. This binary consortium displayed cooperative behavior by moving further than either species alone and formed ordered arrays where both species aligned with the light source. No cooperative motility was observed when a non-motile pilB mutant of Syn OS-B was used instead of Syn OS-B. The binary consortium also produced more adherent biofilm than individual species, consistent with the close interspecies association revealed by electron microscopy. We propose that cyanobacteria and Chloroflexota cooperate in forming natural microbial mats, by colonizing new niches and building robust biofilms. SignificanceMicrobial mats are dense, layered communities with ancient origins and widespread occurrence, but how they assemble is not well understood. To investigate how microbial motility, physical interactions, and responses to light affect mat assembly, we developed a binary consortium from representative hot spring mat isolates. Individually, the Cyanobacteria and Chloroflexota isolates displayed significant differences in motility and biofilm formation. When combined, the consortium exhibited enhanced motility towards light and formed more robust biofilms. This model consortium approach complements in situ studies by directly testing the role of motility and physical cooperation in shaping microbial mats, and could inform biofilm applications in industrial settings.

microbiology↗

bioRxiv2023

Chloroplast Methyltransferase Homolog RMT2 is Involved in Photosystem I Biogenesis

Oxygen (O2), a dominant element in the atmosphere and essential for most life on Earth, is produced by the photosynthetic oxidation of water. However, metabolic activity can cause accumulation of reactive O2 species (ROS) and severe cell damage. To identify and characterize mechanisms enabling cells to cope with ROS, we performed a high-throughput O2 sensitivity screen on a genome-wide insertional mutant library of the unicellular alga Chlamydomonas reinhardtii. This screen led to identification of a gene encoding a protein designated Rubisco methyltransferase 2 (RMT2). Although homologous to methyltransferases, RMT2 has not been experimentally demonstrated to have methyltransferase activity. Furthermore, the rmt2 mutant was not compromised for Rubisco (first enzyme of Calvin-Benson Cycle) levels but did exhibit a marked decrease in accumulation/activity of photosystem I (PSI), which causes light sensitivity, with much less of an impact on other photosynthetic complexes. This mutant also shows increased accumulation of Ycf3 and Ycf4, proteins critical for PSI assembly. Rescue of the mutant phenotype with a wild-type (WT) copy of RMT2 fused to the mNeonGreen fluorophore indicates that the protein localizes to the chloroplast and appears to be enriched in/around the pyrenoid, an intrachloroplast compartment present in many algae that is packed with Rubisco and potentially hypoxic. These results indicate that RMT2 serves an important role in PSI biogenesis which, although still speculative, may be enriched around or within the pyrenoid. Significance StatementA high-throughput genetic screen was used to identify O2 sensitive mutants of Chlamydomonas reinhardtii (Chlamydomonas throughout) that experience elevated oxidative stress in the light relative to WT cells. Identification of genes altered in these mutants offers opportunities to discover activities that a) protect photosynthetic cells from oxidative damage, b) participate in rapid assembly of photosynthetic complexes, which would limit accessibility of intermediates to O2, and/or c) facilitate repair of damaged cellular complexes. A mutant from this screen disrupted for RMT2, originally described as encoding a Rubisco methyltransferase, was defective for PSI biogenesis. Additionally, RMT2 appears to be enriched in/around the pyrenoid, a chloroplast localized compartment harboring much of the Chlamydomonas Rubisco, raising the possibility that this compartment plays a role in PSI biogenesis.

plant biology↗

bioRxiv2023

The conserved protein CBA1 is required for vitamin B12 uptake in different algal lineages

Microalgae play an essential role in global net primary productivity and global biogeochemical cycling, but despite their phototrophic lifestyle, over half of algal species depend on a supply of the corrinoid vitamin B12 (cobalamin) for growth. This essential organic micronutrient is produced only by a subset of prokaryotic organisms, which implies that for algal species to use this compound, they must first acquire it from external sources. Previous studies have identified protein components involved in vitamin B12 uptake in bacterial species and humans. However, little is known about how it is taken up in algae. Here, we demonstrate the essential role of a protein, CBA1 (for cobalamin acquisition protein 1), in B12 uptake in Phaeodactylum tricornutum, using CRISPR-Cas9 to generate targeted knockouts, and in Chlamydomonas reinhardtii, by insertional mutagenesis. In both cases, CBA1 knockout lines are no longer able to take up exogenous vitamin B12. Complementation of the C. reinhardtii mutants with the wildtype CBA1 gene restores B12 uptake, and regulation of CBA1 expression via a riboswitch element can be used to control the phenotype. When visualised by confocal microscopy, a YFP-fusion with C. reinhardtii CBA1 shows association with membranes. A bioinformatics analysis found that CBA1-like sequences are present in all the major eukaryotic phyla. Its presence is correlated with B12-dependent enzymes in many, although not all, taxa, suggesting CBA1 has a conserved role. Our results thus provide insight into the molecular basis of algal B12 acquisition, a process that likely underpins many interactions in aquatic microbial communities. One sentence summaryKnockout mutants and physiological studies demonstrate that the CBA1 protein is essential for uptake of vitamin B12 in both Chlamydomonas reinhardtii and the unrelated Phaeodactylum tricornutum.

biochemistry↗

bioRxiv2022

Exploring the onset of B12-based mutualisms using a recently evolved Chlamydomonas auxotroph and B12-producing bacteria

Cobalamin (vitamin B12), is a cofactor for crucial metabolic reactions in multiple eukaryotic taxa, including major primary producers such as algae, and yet only prokaryotes can produce it. Many bacteria can colonise the algal phycosphere, forming stable communities that gain preferential access to exudates and in return provide compounds, such as B12. Extended coexistence can then drive gene loss, leading to greater algal-bacterial interdependence. In this study, we investigate how a recently evolved B12-dependent strain of Chlamydomonas reinhardtii, metE7, forms a mutualism with certain bacteria, including the rhizobium Mesorhizobium loti and even a strain of the gut bacterium E. coli engineered to produce cobalamin. Although metE7 was supported by B12 producers, its growth in co-culture was slower than the B12-independent wild-type, suggesting that high bacterial B12 provision may be necessary to favour B12 auxotrophs and their evolution. Moreover, we found that an E. coli strain that releases more B12 makes a better mutualistic partner, and although this trait may be more costly in isolation, greater B12 release provided an advantage in co-cultures. We hypothesise that, given the right conditions, bacteria that release more B12 may be selected for, particularly if they form close interactions with B12-dependent algae. Originality-Significance statementMicroalgae are fundamental to the global carbon cycle, and yet despite being photosynthetic they often rely on other organisms for micronutrients. One of these micronutrients is vitamin B12 (cobalamin), which they receive from bacteria. Many environmental studies support the widespread role of B12 in algal-bacterial mutualisms, so here we wished to investigate how these mutualisms may arise evolutionarily by using an experimentally evolved B12-dependent alga and various B12-producers. A B12-producing rhizobium, Mesorhizobium loti, could stably support the B12-dependent Chlamydomonas reinhardtii metE7 strain, and vice versa, but nutrient supplementation increased growth of both species further. metE7 could also be supported by E. coli strains engineered to produce B12, and engineering a strain to release a higher proportion of B12 led to better algal growth, which increased bacterial growth in turn. We suggest that as B12-based mutualisms develop, increased B12 release may be selected for and therefore lead to more productive symbioses.

microbiology↗

bioRxiv2019

Combining SIMS and mechanistic modelling to reveal nutrient kinetics in an algal-bacterial mutualism

Microbial communities are of considerable significance for biogeochemical processes, for the health of both animals and plants, and for biotechnological purposes. A key feature of the interactions between microbes is the exchange of nutrients between cells. Isotope labelling followed by analysis with secondary ion mass spectrometry (SIMS) can identify nutrient fluxes and heterogeneity of substrate utilisation on a single cell level. Here we present a novel approach that combines SIMS with a mechanistic model to reveal otherwise inaccessible nutrient kinetics. The method is applied to study the onset of a synthetic mutualistic partnership between a vitamin B12-dependent mutant of the alga Chlamydomonas reinhardtii and the B12-producing, heterotrophic bacterium Mesorhizobium loti, which is supported by algal photosynthesis. Results show that an initial pool of fixed carbon delays the onset of mutualistic cross-feeding, and the model allows quantification of this delay. Our method is widely applicable to other microbial systems, and will contribute to furthering a mechanistic understanding of microbial interactions.

microbiology↗

bioRxiv2019

Physiological and molecular responses of a newly evolved auxotroph of Chlamydomonas to B12 deprivation

The corrinoid B12 is synthesised only by prokaryotes yet is widely required by eukaryotes as an enzyme cofactor. Microalgae have evolved B12 dependence on multiple occasions and we previously demonstrated that experimental evolution of the non-requiring alga Chlamydomonas reinhardtii in media supplemented with B12 generated a B12-dependent mutant (hereafter metE7). This clone provides a unique opportunity to study the physiology of a nascent B12 auxotroph. Our analyses demonstrate that B12 deprivation of metE7 disrupted C1 metabolism, caused an accumulation of starch and triacylglycerides and a decrease in photosynthetic pigments, proteins and free amino acids. B12 deprivation also caused a substantial increase in reactive oxygen species (ROS), which preceded rapid cell death. Surprisingly, survival could be improved without compromising growth by simultaneously depriving the cells of nitrogen, suggesting a type of cross protection. Significantly, we found further improvements in survival under B12 limitation and an increase in B12 use-efficiency after metE7 underwent a further period of experimental evolution, this time in coculture with a B12-producing bacterium. Therefore, although an early B12-dependent alga would likely be poorly adapted to B12 deprivation, association with B12-producers can ensure long-term survival whilst also providing the environment to evolve mechanisms to better tolerate B12 limitation.

biochemistry↗

bioRxiv2017

Microbial mutualism at a distance

The exchange of diffusive metabolites is known to control the spatial patterns formed by microbial populations, as revealed by recent studies in the laboratory. However, the matrices used, such as agarose pads, lack the structured geometry of many natural microbial habitats, including in the soil or on the surfaces of plants or animals. Here we address the important question of how such geometry may control diffusive exchanges and microbial interaction. We model mathematically mutualistic interactions within a minimal unit of structure: two growing reservoirs linked by a diffusive channel through which metabolites are exchanged. The model is applied to study a synthetic mutualism, experimentally parameterised on a model algal-bacterial co-culture. Analytical and numerical solutions of the model predict conditions for the successful establishment of remote mutualisms, and how this depends, often counterintutively, on diffusion geometry. We connect our findings to understanding complex behaviour in synthetic and naturally occurring microbial communities.

biophysics↗