Biology subjects

Slonczewski, J. L.

Publications and source records attributed to Slonczewski, J. L..

12 recordsLinked to original sources

bioRxiv2025

Comparative Analysis of Denitrification and Other Nitrogen Cycle Genes in Diverse Environmental Microbiomes

The nitrogen cycle includes the microbial transformation of reactive nitrogenous molecules within a given ecosystem. Shotgun metagenomics, the unbiased sequencing of a microbial community, can reveal the unique gene profile and community composition of diverse microbiomes. We used NCycDB, an assembly-free, alignment-based pipeline, to determine and compare the potential nitrogen cycle processes in seven distinct microbiomes: wetland soils, agricultural soils, forest soils, compost, river water, and pond water from Knox County, Ohio, and lake water from the McMurdo Dry Valley Region in Antarctica. Soil metagenomes showed high levels of bacterial denitrifier genes, whereas freshwater metagenomes showed fewer denitrifiers. In wetland and agricultural soil cores, the relative abundance of norB, the marker gene for nitric oxide reductase, was a predictor of ambient N2O flux as measured by gas chromatography. Denitrifiers were predicted using the Kraken2/Bracken pipeline. In Ohio wetland soils, the relative abundance of Bradyrhizobium species were strongly associated with denitrification genes. We also explored how freshwater environmental factors select for or against nitrogen cycle genes. Denitrifier genes were positively correlated with phosphate concentration. Denitrifiers and denitrification genes were detected under microaerobic conditions, demonstrating that denitrification activity diminishes proportionally to oxygen concentration. An improved understanding of the denitrifier community in diverse microbiomes is necessary to mitigate excess N2O emissions from anthropogenic activities such as wetland drainage and crop production. IMPORTANCETerrestrial nitrogen limitations have historically reduced crop output. To fertilize crops, humans have developed synthetic N fixation methods, such as the Haber-Bosch process, which now account for half of global nitrogen uptake in biomass. The resulting nitrogen surplus in soils leads to eutrophication, harmful algal blooms in lakes and other aquatic ecosystems, and increased N2O emissions from denitrification via anaerobic respiration by soil bacteria. Considering that the nitrogen cycle is controlled by microbial communities, we need a better understanding of how nitrogen-cycling microbes control N runoff and N2O flux in each unique microbiome.

microbiology↗

bioRxiv2024

Pond Water Microbiome Taxa Profiles and Antibiotic Resistance Genes Associated with Acidity and Tannins

Microbial communities of small freshwater bodies are poorly understood. Four ponds in Knox County, Ohio, were sampled over two years to investigate the relationship between the microbial taxa profiles, antibiotic resistance genes (ARGs), and environmental factors such as pH and tannin concentrations. For each site, microbial communities were collected by filtration and metagenomes were analyzed by short-read sequencing. Taxa profiles were predicted by the Kraken2/Bracken pipelines. Bacterial taxa with high abundance in these ponds included Betaproteobacteria (Polynucleobacter and Methylopumilus) and Actinobacteria (Planktophila, Nanopelagicus, and Mycolicibacterium). One pond, a former quarry with elevated pH, showed high prevalence of Cyanobacteria with a seasonal shift from Synechococcus to Planktothrix in the fall. Planktothrix increase was associated with acidification. ARGs were quantified using the ShortBRED pipeline to detect and quantify hits to a marker set derived from the Comprehensive Antibiotic Resistance Database (CARD). The top two ARGs with the largest marker hits encode components of a Stenotrophomonas drug efflux pump powered by proton-motive force (smeABC) and a mycobacterial global regulator that activates a drug pump and other cell defenses (mtrA). Pump function and global activation of transcription incur large energy expenditures, whose fitness cost may increase at high external pH where the cells proton-motive force is diminished. The smeABC and mtrA prevalence showed a modest correlation with acidifying conditions (low pH and high tannins) which contribute a large transmembrane pH difference to the proton-motive force, thus increasing the cells energy available for pump function and global gene expression. IMPORTANCECompared to rivers and lakes, pond microbial ecosystems are understudied despite close contact with agriculture and recreation. Environmental microbes offer health benefits as well as hazards for human contact. Small water bodies may act as reservoirs for drug-resistant organisms and transfer of antibiotic resistance genes. Yet, the public is rarely aware of the potential for exposure to ARG-carrying organisms in recreational water bodies. Little is known about the capacity for freshwater microbial communities to remediate drug pollution and which biochemical factors may select against antibiotic resistance genes. This study analyzes the bacterial taxa composition and ARG prevalence including possible influence of factors such as pH and tannic acid levels.

microbiology↗

bioRxiv2023

Fitness Tradeoffs of Multidrug Efflux Pumps in Escherichia coli K-12 in Acid or Base, and with Aromatic Phytochemicals

Multidrug efflux pumps are the frontline defense mechanisms of Gram-negative bacteria, yet little is known of their relative fitness tradeoffs under gut conditions such as low pH and the presence of antimicrobial food molecules. Low pH is important as it contributes to the proton-motive force (PMF) that drives most efflux pumps. We show how the PMF-dependent pumps AcrAB-TolC, MdtEF-TolC, and EmrAB-TolC undergo selection at low pH and in the presence of membrane-permeant phytochemicals. Competition assays were performed by flow cytometry of co-cultured Escherichia coli K-12 strains possessing or lacking a given pump complex. All three pumps showed negative selection under conditions that deplete PMF (pH 5.5 with CCCP, or at pH 8.0). At pH 5.5, selection against AcrAB-TolC was increased by aromatic acids, alcohols, and related phytochemicals such as methyl salicylate. The degree of fitness cost for AcrA was correlated with the phytochemicals lipophilicity (logP). MdtEF-TolC and EmrAB-TolC each conferred a fitness cost at pH 5.5, but salicylate and benzoate conferred a net positive fitness contribution for the pump. Expression of pump genes was measured by digital PCR. Between pH 5.5 - 8.0, acrA and emrA were upregulated in log phase, whereas mdtE expression was upregulated in transition-to-stationary phase and at pH 5.5 in log phase. Methyl salicylate did not affect pump gene expression, despite selecting against AcrAB-TolC. Our results suggest that lipophilic non-acidic molecules select against a major efflux pump without positive section for others. IMPORTANCEFor drugs that are administered orally, we need to understand how ingested phytochemicals modulate intrinsic drug resistance in our gut microbiome. Intrinsic drug resistance of bacteria is mediated by PMF-driven pumps that efflux many different antibiotics and cell waste products. These pumps play a key role in bacterial defense by conferring low-level resistance to antimicrobial agents at first exposure, while providing time for a pathogen to evolve resistance to higher levels of the antibiotic exposed. Nevertheless, efflux pumps confer energetic costs due to gene expression and pump energy expense. The bacterial PMF includes the transmembrane pH difference ({Delta}pH) which may be depleted by permeant acids and membrane disruptors. Understanding the fitness costs of efflux pumps may enable us to develop resistance breakers, that is, molecules that work together with antibiotics to potentiate their effect. We show that different pumps have distinct selection criteria, and we identified non-acidic aromatic molecules as promising candidates for drug resistance breakers.

microbiology↗

bioRxiv2023

Enterococcus faecalis OG1RF Evolution at Low pH Selects Fusidate-sensitive Mutants in Elongation Factor G and at High pH Selects Defects in Phosphate Transport

Enterococcus bacteria inhabit human and soil environments that show a wide range of pH. Strains include commensals as well as antibiotic-resistant pathogens. We investigated adaptation to pH stress in E. faecalis OG1RF by conducting experimental evolution in acid (pH 4.8), neutral pH (pH 7.0), and base (pH 9.0). Serial planktonic culture was performed for 500 generations, and in high-pH biofilm culture for four serial bead transfers. Nearly all mutations led to nonsynonomous codons, indicating adaptive selection. All acid-adapted clones from planktonic culture showed a mutation in fusA (encoding elongation factor G). The acid-adapted fusA mutants had a tradeoff of decreased resistance to fusidic acid (fusidate). All base-adapted clones from planktonic cultures, and some from biofilm-adapted cultures, showed mutations affecting the Pst phosphate ABC transporter (pstA, pstB, pstB2, pstC) and pyrR (pyrimidine biosynthesis regulator/uracil phosphoribosyltransferase). Biofilm culture produced small-size colonies on brain-heart infusion agar; these variants each contained a single mutation in pstB2, pstC, or pyrR. The pst and pyrR mutants outgrew the ancestral strain at pH 9.2, with a tradeoff of lower growth at pH 4.8. Additional genes that had a mutation in multiple clones evolved at high pH (but not at low pH) include oppBCDF (oligopeptide ABC transporter), ccpA (catabolite control protein A), and ftsZ (septation protein). Overall, experimental evolution of E. faecalis showed strong pH dependence, favoring fusidate-sensitive elongation factor G modification at low pH and loss of phosphate transport genes at high pH. IMPORTANCEE. faecalis bacteria are found in dental biofilms where they experience low pH as a result of fermentative metabolism. Thus the effect of pH on antibiotic resistance has clinical importance. In endodontal infections, enterococci can resist calcium hydroxide therapy that generates extreme high pH. In other environments such as soil and plant rhizosphere, enterococci experience acidification associated with climate change. Thus the pH modulation of natural selection in enterococci is important for human health as well as for understanding soil environments.

microbiology↗

bioRxiv2021

Antibiotic Resistance Genes from Mat and Planktonic Microbiomes of Antarctic Lake Fryxell and Lake Bonney, and a Mat-forming Culture of Rhodoferax antarcticus

The perennial ice-covered lakes of the Antarctic McMurdo Dry Valleys harbor oligotrophic microbial communities that are separated geographically from other aquatic systems. Their microbiomes include planktonic microbes as well as lift-off mat communities that emerge from the ice. We used ShortBRED to quantify the antibiotic resistance genes (ARGs) from metagenomes of lift-off mats emerging from ice, and from filtered water samples of Lake Fryxell and Lake Bonney. The overall proportion of ARG hits was similar to that found in temperate-zone rural water bodies with moderate human inputs. Specific ARGs showed distinct distributions for the two lakes, and for mat versus planktonic sources. Metagenomic taxa distributions showed that mat phototrophs consisted mainly of cyanobacteria or betaproteobacteria, whereas the water column phototrophs were mainly protists. An enrichment culture of the betaproteobacterium Rhodoferax antarcticus from a Lake Fryxell mat sample showed an unusual mat-forming phenotype not previously reported for this species. Its genome showed no ARGs associated with betaproteobacteria, but had ARGs consistent with a minor Pseudomonas component. The Antarctic lake mats and water showed specific ARGs distinctive to the mat and water sources, but overall ARG levels were similar to those of temperate water bodies with moderate human inputs.

microbiology↗

bioRxiv2021

A Scenic River in Rural Ohio Shows Elevated Antibiotic Resistance Genes, Including Acinetobacter Tetracycline and Macrolide Resistance, Downstream of Wastewater Treatment Plant Effluent

The entry of antibiotic resistance genes (ARGs) into aquatic systems has been documented for large municipal wastewater treatment plants, but there is less study of the impact of smaller plants that are situated on small rural rivers. We sampled water metagenomes for ARG and taxa composition from the Kokosing River, a small rural river in Knox County, Ohio, which has been designated an Ohio State Scenic River for retention of natural character. Samples were obtained 1.0 km upstream, 120 m downstream, and 6.4 km downstream from the effluent release of the Mount Vernon wastewater treatment plant (WWTP). ARGS were identified in metagenomes using ShortBRED markers from the CARD database screened against UniPROT. Through all seasons, the metagenome just downstream of the WWTP effluent showed a substantial elevation of at least 15 different ARGs, including 6 ARGs commonly associated with Acinetobacter baumannii such as msrE, mphE (macrolide resistance) and tet(39) (tetracycline resistance). The ARGs most prevalent near the effluent pipe persisted 6.4 km downriver. Using MetaPhlAn2 clade-specific marker genes, the taxa distribution near the effluent showed elevation of reads annotated as Acinetobacter species as well as gut-associated taxa, Bacteroides and Firmicutes. The ARG levels and taxa prevalence showed little dependence on seasonal chlorination of the effluent. Nitrogen and phosphorus were elevated near the effluent pipe but had no consistent correlation with ARG levels. We show that in a rural river microbiome, year-round wastewater effluent substantially elevates ARGs including those associated with multidrug-resistant A. baumanii. IMPORTANCEAntibiotic resistance is a growing problem worldwide, with frequent transmission between pathogens and environmental organisms. Rural rivers can support high levels of recreational use by people unaware of inputs from treated wastewater, while WWTPs can generate a small but significant portion of flow volume into a river surrounded by forest and agriculture. There is little information on the rural impacts of WWTP effluent on the delivery and transport of antibiotic resistance genes. In our study, the river water proximal to wastewater effluent shows evidence for the influx of multidrug-resistant Acinetobacter baumanii, an opportunistic pathogen of concern for hospitals but also widespread in natural environments. Our work highlights the importance of wastewater effluent in management of environmental antibiotic resistance, even in high quality, rural river systems.

microbiology↗

bioRxiv2020

Salicylate, Bile Acids and Extreme Acid Cause Fitness Tradeoffs for Multidrug Pumps in Escherichia coli K-12

The aspirin derivative salicylate selects against bacterial multidrug efflux pumps of Escherichia coli K-12 such as MdtEF-TolC and EmrAB-TolC, and acid stress regulators such as GadE. Salicylate uptake is driven by the transmembrane pH gradient ({Delta}pH) and the proton motive force (PMF) which drives many efflux pumps. We used flow cytometry to measure the fitness tradeoffs of salicylate, bile acids, and extreme low pH for E. coli cultured with pump deletants. The AcrAB-TolC efflux pump conferred a fitness advantage in the presence of bile acids, an efflux substrate. Without bile acids, AcrA incurred a small fitness cost. The fitness advantage with bile acids was eliminated by the PMF uncoupler CCCP. The Gad acid fitness island encodes components of MdtEF-TolC (an acid-adapted efflux pump) as well as acid regulator GadE. The fitness advantage of E. coli cocultured with a Gad deletant ({Delta}slp-gadX) was lost in the presence of salicylate. Salicylate caused an even larger fitness cost for GadE. MdtE incurred negative or neutral fitness under all media conditions, as did EmrA. But when the competition cycle included two hours at pH 2, MdtE conferred a fitness advantage. The MdtE advantage required the presence of bile acids. Thus, the MdtEF-TolC pump is useful to E. coli for transient extreme acid exposure comparable to passage through the acidic stomach. Salicylate selects against some multidrug efflux pumps, whereas bile acids selects for them; and these fitness tradeoffs are amplified by extreme acid. IMPORTANCEControl of drug resistance in gut microbial communities is a compelling problem for human health. Growth of gut bacteria is limited by host-produced acids such as bile acids, and may be modulated by plant-derived acids such as salicylic acid. Membrane-soluble organic acids can control bacterial growth by disrupting membranes, decreasing cell pH, and depleting PMF. Our flow cytometry assay measures the fitness effects of exposure to membrane-soluble organic acids, with growth cycles that may include a period of extreme acid. We find that extreme-acid exposure leads to a fitness advantage for a multidrug pump, MdtEF-TolC, which otherwise incurs a large fitness cost. Thus, organic acids and stomach acid may play important roles in controlling multidrug resistance in the gut microbiome. Therapeutic acids might be developed to limit the prevalence of multidrug resistance pumps in environmental and host-associated communities.

microbiology↗

bioRxiv2020

Genomic and phenotypic evolution of Escherichia coli in a novel citrate-only resource environment

Evolutionary innovations allow populations to colonize new, previously inaccessible ecological niches. We previously reported that aerobic growth on citrate (Cit+) evolved in a population of Escherichia coli during adaptation to a minimal glucose medium containing citrate (DM25). Cit+ can grow in citrate-only medium (DM0), which is a novel environment for E. coli. To study adaptation to this new niche, we evolved one set of Cit+ populations for 2,500 generations in DM0 and a control set in DM25. We identified numerous parallel mutations, many mediated by transposable elements. Several lineages evolved multi-copy amplifications containing the maeA gene, constituting up to [~]15% of the genome. We also found substantial cell death in ancestral and evolved clones. Our results demonstrate the importance of copy-number variation and transposable elements in the refinement of the Cit+ trait. However, the observed mortality suggests a persistent evolutionary mismatch between E. coli physiology and a citrate-only environment.

evolutionary biology↗

bioRxiv2019

A new method for rapid genome classification, clustering, visualization, and novel taxa discovery from metagenome

Current supervised phylogeny-based methods fall short on recognizing species assembled from metagenomic datasets from under-investigated habitats, as they are often incomplete or lack closely known relatives. Here, we report an efficient software suite, \"Genome Constellation\", that estimates similarities between genomes based on their k-mer matches, and subsequently uses these similarities for classification, clustering, and visualization. The clusters of reference genomes formed by Genome Constellation closely resemble known phylogenetic relationships while simultaneously revealing unexpected connections. In a dataset containing 1,693 draft genomes assembled from the Antarctic lake communities where only 40% could be placed in a phylogenetic tree, Genome Constellation improves taxa assignment to 61%. It revealed six clusters derived from new bacterial phyla and 63 new giant viruses, 3 of which missed by the traditional marker-based approach. In summary, we demonstrate that Genome Constellation can tackle the computational and algorithmic challenges in large-scale taxonomy analyses in metagenomics.

bioinformatics↗

bioRxiv2019

Acid and Iron Experimental Evolution of Halobacterium sp. NRC-1

BackgroundHalobacterium sp. NRC-1 (NRC-1) is an extremely halophilic archaeon that is adapted to multiple stressors such as UV, ionizing radiation and arsenic exposure. We conducted experimental evolution of NRC-1 under acid stress. NRC-1 was serially cultured in CM+ medium modified by four conditions: optimal pH (pH 7.5), acid stress (pH 6.3), iron amendment (600 M ferrous sulfate, pH 7.5), and acid plus iron (pH 6.3, with 600 M ferrous sulfate). For each condition, four independent lineages of evolving populations were propagated. After 500 generations, 16 clones were isolated for phenotypic characterization and genomic sequencing. ResultsGenome sequences of all 16 clones revealed 378 mutations, of which 90% were haloarchaeal insertion sequences (ISH) and ISH-mediated large deletions. This proportion of ISH events in NRC-1 was five-fold greater than that reported for comparable evolution of E. coli. One acid-evolved clone had increased fitness compared to the ancestral strain when cultured at low pH. Seven of eight acid-evolved clones had a mutation within or upstream of arcD, which encodes an arginine-ornithine antiporter; no non-acid adapted strains had arcD mutations. Mutations also affected the arcR regulator of arginine catabolism, which protects bacteria from acid stress by release of ammonia. Two acid-adapted strains shared a common mutation in bop, which encodes the bacteriorhodopsin light-driven proton pump. Unrelated to pH, one NRC-1 minichromosome (megaplasmid) pNRC100 had increased copy number, and we observed several mutations that eliminate gas vesicles and arsenic resistance. Thus, in the haloarchaeon NRC-1, as in bacteria, pH adaptation was associated with genes involved in arginine catabolism and proton transport. ConclusionsOur study is among the first to report experimental evolution with multiple resequenced genomes of an archaeon. Haloarchaea are polyextremophiles capable of growth under environmental conditions such as concentrated NaCl and desiccation, but little is known about pH stress. Halobacterium sp. NRC-1 (NRC-1) is considered a model organism for the feasibility of microbial life in iron-rich brine on Mars. Interesting parallels appear between the molecular basis of pH adaptation in NRC-1 and in bacteria, particularly the acid-responsive arginine-ornithine system found in oral streptococci.

genetics↗

bioRxiv2019

Benzoate-Tolerant Escherichia coli Strains from Experimental Evolution Lose the Gad Regulon, Multi-Drug Efflux Pumps, and Hydrogenases

Benzoate, a partial uncoupler of the proton motive force (PMF), selects for sensitivity to chloramphenicol and tetracycline in Escherichia coli K-12. Genetic mechanisms of increased benzoate tolerance and decreased drug resistance were analyzed in strains isolated from experimental evolution with benzoate. Transcriptomes showed reversal of benzoate-dependent regulation, including the Gad regulon for acid resistance and multi-drug resistance (MDR). Benzoate-evolved strains knocked down the nitrate reductase narHJ and the acid-consuming hydrogenase Hyd-3, but upregulated OmpF and other porins that admit nutrients and antibiotics. Mutations were found affecting many genes of aromatic catabolism such as folD and add. Several candidate genes from benzoate-evolved strains had a role in benzoate tolerance. Growth with benzoate or salicylate was increased by deletion of the Gad activator ariR, or by deletion of the slp-gadX acid fitness island encoding Gad regulators and the MDR pump MdtEF. Benzoate growth was also increased by deletion of MDR component emrA, the RpoS post-transcriptional regulator cspC, or the adenosine deaminase add. Growth in chloramphenicol with benzoate was decreased by a point mutation in the RNA polymerase alpha-subunit rpoA, which appeared in one chloramphenicol-sensitive benzoate-evolved strain. Growth in chloramphenicol was also decreased by deletion of Mar activator rob, or of rfaY (lipopolysaccharide biosynthesis). Hydrogenase Hyd-3 deletion increased benzoate tolerance. Overall, long-term culture in the presence of benzoate or salicylate favors loss of MDR efflux pumps and of hydrogenases that generate a futile cycle of PMF; and favors upregulation of large-hole porins that increase uptake of fermentable nutrients and of antibiotics. IMPORTANCEBenzoate is a common food preservative, and salicylate is the active form of aspirin. In E. coli, benzoate derivatives upregulate multiple regulons that export antibiotics and other toxic products, and downregulate large outer-membrane porins that allow antibiotic influx. But benzoate or salicylate exposure causes energy stress by depleting the proton motive force. In the absence of antibiotics, long-term benzoate exposure selects against energy-spending systems such as multi-drug efflux pumps and the proton-consuming hydrogenase. Selection favors upregulation of porins that admit fermentable substrates but also allow entry of antibiotics. Thus, evolution with benzoate requires a tradeoff for antibiotic sensitivity. Benzoate and salicylate are naturally occurring plant signal molecules that may influence the evolution of microbiomes in plants and in animal digestive tracts. Effects on hydrogenase activity may be relevant to the biotechnology of hydrogen production.

microbiology↗

bioRxiv2018

CCCP experimental evolution of Escherichia coli K-12 selects for mutations that increase EmrA activity or that downregulate other PMF-driven drug efflux pumps

ABSTRACTExperimental evolution was conducted with Escherichia coli K-12 W3110 in the presence of carbonyl cyanide m-chlorophenylhydrazone (CCCP), an uncoupler of the proton motive force (PMF). Cultures were serially diluted daily 1:100 in broth medium containing 20-150 M CCCP at pH 6.5 or at pH 8.0. After 1,000 generations, all populations showed 5- to 10-fold increase in CCCP resistance. Sequenced isolates showed mutations in emrAB or in its negative repressor mprA; the EmrAB-TolC multidrug efflux pump confers resistance to CCCP and nalidixic acid. Deletion of emrA abolished the CCCP resistance of these strains. One CCCP-evolved isolate lacked emrA or mprA mutations; this strain (C-B11-1) showed mutations in drug efflux regulators cecR (ybiH) (upregulates drug pumps YbhG and YbhFSR) and gadE (upregulates drug pump mdtEF). A cecR::kanR deletion conferred partial resistance to CCCP. A later evolved descendant of the C-B11 population showed mutations in ybhR (MDR efflux). Another isolate showed acrB (MDR efflux pump). The acrB isolate was sensitive to chloramphenicol and tetracycline, which are effluxed by AcrAB. Other mutant genes in CCCP-evolved strains include adhE (alcohol dehydrogenase), rng (ribonuclease G), and cyaA (adenylate cyclase). Overall, experimental evolution revealed a CCCP fitness advantage for mutations increasing its own efflux via EmrA; and for mutations that may decrease proton-driven pumps that efflux other drugs not present (cecR, gadE, acrB, ybhR). These results are consistent with our previous report of drug sensitivity associated with evolved tolerance to a partial uncoupler (benzoate or salicylate).\n\nIMPORTANCEThe genetic responses of bacteria to depletion of proton motive force, and their effects on drug resistance, are poorly understood. Our evolution experiment reveals genetic mechanisms of adaptation to the PMF uncoupler CCCP, including selection for and against various multidrug efflux pumps. The results have implications for our understanding of the gut microbiome, which experiences high levels of organic acids that decrease PMF. Organic acid uncouplers may select against multidrug resistance in evolving populations of enteric bacteria.

microbiology↗