Biology subjects

Mueller, E. A.

Publications and source records attributed to Mueller, E. A..

9 recordsLinked to original sources

bioRxiv2026

Metabolic inequality in microbial communities

How metabolic activity is partitioned among individuals determines the scaling of cellular physiology to higher levels of biological organization. Yet the mechanisms that generate this heterogeneity and shape its distribution remain largely unresolved. We quantified single-cell metabolism in microbial communities spanning aquatic, terrestrial, and host-associated ecosystems. Across more than one million cells, metabolic activity followed a long-tailed distribution best described by a lognormal model, with a small subset of individuals contributing disproportionately to community metabolism. In some cases, the most active 20% of cells accounted for over 90% of metabolic output, but this pattern became less pronounced in more productive environments. To assess the consequences of metabolic inequality, we developed a stochastic simulation model linking single-cell activity to community respiration via enzyme kinetics. Because respiration responds nonlinearly to enzyme activity, variation among cells does not translate proportionally into ecosystem-level fluxes. As a result, ignoring metabolic heterogeneity can bias estimates of community respiration by up to 60%. Our findings reveal a general pattern of metabolic inequality in microbial communities that holds across a wide range of habitats. Accounting for this structure is critical for understanding how microorganisms regulate ecosystem processes and for improving predictions of large-scale biogeochemical dynamics. SignificanceInequality and disparity are common features of social, economic, and physical systems. Such patterns also arise in nature, where a small fraction of individuals accounts for an outsized share of biological output, including reproduction, immunity, and diversity. Here, we show that metabolic activity in microbial communities follows a characteristic right-skewed distribution across diverse ecosystems, including lakes, soils, ocean plankton, marine sediments, and mammalian guts. Instead of the rich getting richer, metabolism becomes more evenly distributed among cells in more productive environments. By explicitly representing metabolic inequality, we can reduce bias in estimates of microbial activity and improve the scaling of cellular processes to ecosystem-level fluxes.

ecology↗

bioRxiv2025

The Enterostat: a 3D-printed bioreactor for simulating gut microbiome dynamics

While the gut microbiome is central to host fitness, research in animal systems is limited by challenges in scalability and experimental control. Engineered bioreactors provide a valuable tool for studying microbiome dynamics, but many fail to capture the full anatomical and functional complexity of the gastrointestinal tract. Most existing models focus on either micro-scale features, such as villi and mucosal folds, or macro-scale parameters, such as fluid flow and volume, without integrating both. To address this gap, we introduce the Enterostat, a gut bioreactor platform designed to incorporate structural detail across scales while remaining adaptable to the dimensions and structural complexity of different hosts. We describe the modeling, fabrication, and operation of the Enterostat, and highlight its potential applications in microbiome research. The physical design of the Enterostat gives rise to oxygen gradients and particle retention, conditions that support the establishment and stability of microbial communities. The Enterostat also captures eco-evolutionary responses to antibiotic perturbations, demonstrating its utility for both applied and basic research. Overall, the Enterostat provides a versatile platform for pharmaceutical testing and for investigating how gastrointestinal architecture shapes microbiome composition and function.

microbiology↗

bioRxiv2025

Bacterial and host enzymes modulate the inflammatory response produced by the peptidoglycan of the Lyme disease agent

The spirochete Borrelia burgdorferi causes Lyme disease. In some patients, an excessive, dysregulated proinflammatory immune response can develop in joints leading to persistent arthritis even after antibiotic therapy. In such patients, persistence of antigenic B. burgdorferi peptidoglycan (PGBb) fragments within joint tissues may contribute to immunopathogenesis pre- and post-antibiotic treatment. In live B. burgdorferi cells, the outer membrane shields the polymeric PGBb sacculus from exposure to the immune system. However, unlike most diderm bacteria, B. burgdorferi releases PGBb turnover products into its environment due to the absence of recycling activity. In this study, we identified the released PGBb fragments using a mass spectrometry-based approach. By characterizing the L,D-carboxypeptidase activity of B. burgdorferi protein BB0605 (renamed DacA), we found that PGBb turnover largely occurs at sites of PGBb synthesis. In parallel, we demonstrated that the lytic transglycosylase activity associated with BB0259 (renamed MltS) releases PGBb fragments with 1,6-anhydro bond on their N-acetylmuramyl residues. Stimulation of human cell lines with various synthetic PGBb fragments revealed that 1,6-anhydromuramyl-containing PGBb fragments are poor inducers of a NOD2-dependent immune response relative to their hydrated counterparts found in the polymeric PGBb isolated from dead bacteria. We also showed that the activity of the human N-acetylmuramyl-L-alanine amidase PGLYRP2, which reduces the immunogenicity of PGBb material, is low in joint (synovial) fluids relative to serum. Altogether, our findings suggest that MltS activity helps B. burgdorferi evade PG-based immune detection by NOD2 during growth despite shedding PGBb fragments and that PGBb-induced immunopathology likely results from host sensing of PGBb material from dead (lysed) spirochetes. Additionally, our results suggest the possibility that natural variation in PGLYRP2 activity may contribute to differences in susceptibility to PG-induced inflammation across tissues and individuals. Author summaryDuring bacterial infection, the presence of peptidoglycan- a polymeric element of bacterial cell walls-triggers a host inflammatory response. Although generally protective during acute phases, inflammation, when chronic, can contribute to disease development. Recent work has suggested that the persistence of pro-inflammatory peptidoglycan derived from the Lyme disease spirochete Borrelia burgdorferi in joints may contribute to persistent arthritis in some patients despite appropriate antibiotic therapy. Interestingly, B. burgdorferi sheds peptidoglycan turnover products into the environment during growth. Here, we show that these shed products from live spirochetes are poor effectors of an immune response by the human NOD2 immune receptor due to the formation of an anhydro bond on the N-acetyl-muramic residue during peptidoglycan hydrolysis by a B. burgdorferi lytic transglycosylase. We also show that human N-acetylmuramyl-L-alanine amidase activity, which abrogates the NOD2-dependent response to the immunogenic peptidoglycan isolated from lysed B. burgdorferi cells, is low in human joint fluids relative to serum. Based on our findings, we propose that immunopathogenesis by peptidoglycan material more likely derives from lysed spirochetes (killed by an immune attack or antibiotics) than live ones and that the level of human peptidoglycan hydrolytic enzymes across tissues and individuals influences susceptibility to chronic inflammation.

microbiology↗

bioRxiv2024

Residence time structures microbial communities through niche partitioning

Much of life on Earth is at the mercy of currents and flow. Residence time ({tau}) estimates how long organisms and resources stay within a system based on the ratio of volume (V) to flow rate (Q). Short residence times promote immigration but may prevent the establishment of species that cannot quickly reproduce, or resist being washed out. In contrast, long residence times reduce resource input, selecting for species that can survive on a low supply of energy and nutrients. Theory suggests that these opposing forces shape the abundance, diversity, and function of flowing systems. In this study, we subjected chemostats inoculated with a complex lake microbial community to a residence time gradient spanning seven orders of magnitude. Microbial abundance, richness, and evenness increased with residence time, while functions like productivity and resource consumption decreased along the gradient. Microbial taxa were non- randomly distributed, forming distinct clusters of short-{tau} and long-{tau} specialists, reflecting a pattern of niche partitioning. Consistent with theoretical predictions, we demonstrate that residence time shapes assembly processes with direct implications for biodiversity and community function. These insights are crucial for understanding and managing flowing environments, such as animal gut microbiomes, soil litter invertebrate communities, and plankton in freshwater and marine ecosystems.

ecology↗

bioRxiv2020

Structure-guided microbial targeting of antistaphylococcal prodrugs

Carboxy ester prodrugs have been widely employed as a means to increase oral absorption and potency of phosphonate antibiotics. Prodrugging can successfully mask problematic chemical features that prevent cellular uptake and can be used to target delivery of compounds to specific tissues. However, many carboxy ester promoieties are rapidly hydrolyzed by serum esterases, curbing their potential therapeutic applications. While carboxy ester-based prodrug targeting is feasible, it has seen limited use in microbes due to a paucity of information about the selectivity of microbial esterases. Here we identify the bacterial esterases, GloB and FrmB, that are required for carboxy ester prodrug activation in Staphylococcus aureus. Additionally, we determine the substrate specificities for FrmB and GloB and demonstrate the structural basis of these preferences. Finally, we establish the carboxy ester substrate specificities of human and mouse sera, which revealed several promoieties likely to be serum esterase-resistant while still being microbially labile. These studies lay the groundwork for structure-guided design of anti-staphyloccal promoieties and expand the range of molecules to target staphyloccal pathogens.

biochemistry↗

bioRxiv2020

The active repertoire of Escherichia coli peptidoglycan amidases varies with physiochemical environment

Nearly all bacteria are encased in a peptidoglycan cell wall, an essential crosslinked matrix of polysaccharide strands and short peptide stems. In the Gram-negative model organism Escherichia coli, more than forty cell wall synthases and autolysins coordinate the growth and division of the peptidoglycan sacculus in the periplasm. The precise contribution of many of these enzymes to cell wall metabolism remains unclear due to significant apparent redundancy, particularly among the cell wall autolysins. E. coli produces three major LytC-type-N-acetylmuramoyl-L-alanine amidases, which share a role in separating the newly formed daughter cells during cytokinesis. Here, we reveal two of the three amidases exhibit growth medium-dependent changes in activity. Specifically, we report acidic growth conditions stimulate AmiB--and to a lesser extent, AmiC--activity. Combining computational and genetic analysis, we demonstrate that low pH-dependent stimulation of AmiB requires three periplasmic amidase activators: EnvC, NlpD, and YgeR. Altogether, our findings support overlapping, but not redundant, roles for the E. coli amidases in cell separation and illuminate the physiochemical environment as an important mediator of cell wall enzyme activity. IMPORTANCEPenicillin and related {beta}-lactam antibiotics targeting the bacterial cell wall synthesis are among the most commonly prescribed antimicrobials worldwide. However, rising rates of antibiotic resistance and tolerance jeopardize their continued clinical use. Development of new cell wall active therapeutics, including those targeting cell wall autolysins, has been stymied in part due to high levels of apparent enzymatic redundancy. In this study, we report a subset of E. coli amidases involved in cell separation during cell division are not redundant and instead are preferentially active during growth in distinct pH environments. Specifically, we discover E. coli amidases AmiB and AmiC are activated by acidic pH. Three semi-redundant periplasmic regulators--NlpD, EnvC, and YgeR--collectively mediate low pH-dependent stimulation of amidase activity. This discovery contributes to our understanding of how the cell wall remains robust across diverse environmental conditions and reveals opportunities for the development of condition-specific antimicrobial agents.

microbiology↗

bioRxiv2020

Peptidoglycan editing provides immunity to Acinetobacter baumannii during bacterial warfare

Peptidoglycan (PG) is essential in most bacteria. Thus, it is often targeted by various assaults, including the host immune response, antibiotic treatment and interbacterial attacks via the type VI secretion system (T6SS). Here, we report that the Gram-negative bacterium Acinetobacter baumannii strain ATCC 17978 produces, secretes and incorporates the non-canonical D-amino acid D-Lysine into its PG during stationary phase. We show that PG editing increases the competitiveness of A. baumannii during bacterial warfare by providing immunity against peptidoglycan-targeting T6SS effectors from various bacterial competitors. We propose that PG editing has evolved as an effective strategy for bacteria to overcome T6SS attacks. In contrast, we found that D-Lys production is detrimental to pathogenesis due, at least in part, to the activity of the human enzyme D-amino acid oxidase (DAO), which degrades D-Lys producing H2O2 toxic to bacteria. Phylogenetic analyses indicate that the last common ancestor of A. baumannii possessed the ability to produce D-Lys. However, this trait was independently lost multiple times, likely reflecting the evolution of A. baumannii as a human pathogen. One sentence summaryAcinetobacter baumannii attains immunity against nonkin competitors during T6SS warfare by incorporating D-Lysine into its peptidoglycan.

microbiology↗

bioRxiv2019

Environmental pH impacts division assembly and cell size in Escherichia coli

Cell size is a complex trait, derived from both genetic and environmental factors. Environmental determinants of bacterial cell size identified to date primarily target assembly of cytosolic components of the cell division machinery. Whether certain environmental cues also impact cell size through changes in the assembly or activity of extracytoplasmic division proteins remains an open question. Here, we identify extracellular pH as a modulator of cell division and a key determinant of cell size across evolutionarily distant bacterial species. In the Gram-negative model organism Escherichia coli, our data indicate environmental pH impacts the length at which cells divide by altering the ability of the terminal cell division protein FtsN to localize to the cytokinetic machinery and activate division. Acidic environments lead to enrichment of FtsN at the septum and activation of division at a reduced cell length, while alkaline pH inhibits FtsN localization and suppress division activation. Altogether, our work reveals a previously unappreciated role for pH in bacterial cell size control.

microbiology↗

bioRxiv2018

Plasticity in Escherichia coli cell wall metabolism promotes fitness and mediates intrinsic antibiotic resistance across environmental conditions

Although the peptidoglycan cell wall is an essential structural and morphological feature of most bacterial cells, the extracytoplasmic enzymes involved in its synthesis are frequently dispensable under standard culture conditions. By modulating a single growth parameter--extracellular pH--we discovered a subset of these so-called \"redundant\" enzymes in Escherichia coli are required for maximal fitness across pH environments. Among these pH specialists are the class A penicillin binding proteins PBP1 a and PBP1 b; defects in these enzymes attenuate growth in alkaline and acidic conditions, respectively. Genetic, biochemical, and cytological studies demonstrate that synthase activity is required for cell wall integrity across a wide pH range, and differential activity across pH environments significantly alters intrinsic resistance to cell wall active antibiotics. Together, our findings reveal previously thought to be redundant enzymes are instead specialized for distinct environmental niches, thereby ensuring robust growth and cell wall integrity in a wide range of conditions.

microbiology↗