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The transcriptome of Klebsiella oxytoca M5a1 during onset of nitrogen fixation

ABSTRACT: Purpose: Klebsiella oxytoca M5a1 (previously Klebsiella pneumonia M5a1) is a principle model organism for free-living biological nitrogen fixation. This strain has been used for decades in the characterisation of nitrogenase function and the genetic regulation of nitrogen fixation physiology. Currently it represents a key model for synthetic biology and biotechnology approaches. This project involves a multi-omics approach to modelling nitrogen physiology in Klebsiella oxytoca M5a1, in order to inform rational genetic engineering for improved nitrogen fixation activity. Here we studied the transition from nitrogen replete (high NH4Cl) to nitrogen starved (NH4Cl run-out) conditions, the latter of which induce nif gene expression and synthesis of the nitrogenase enzyme. We mapped RNA-sequencing (Illumina) reads to our assembled M5aI genome in order to compare the transcriptome between nitrogen replete and nitrogen fixing conditions using differential gene expression (DEG) analysis. Methods: Total RNA was extracted from fixed M5a1 cell samples after culturing in nitrogen replete (10 mM NH4Cl; one replicate) or nitrogen starved (3 hours after complete run-out of 0.5 mM NH4Cl; two replicates) growth medium (NFDM). cDNA libraries were prepared for Illumina (NextSeq 500) sequencing, with a read length of 75 nt and a depth of 100 million reads. Following processing and quality control, sequence reads were mapped to a M5a1 genomic template (GenBank WGS accession JAFHKG010000000; BioSample SAMN17288411) and gene count normalisation performed (RPKM). Differential gene expression analysis was performed using the DEseq2 package utilising settings of regularized logarithm (rlog) normalisation of read counts, Wald hypothesis testing and p-value adjustment using a False Discovery Rate threshold of 0.05. Log2 fold changes between conditions were calculated for differentially expressed genes (DEGs) with an adjusted p value of <0.05. Results: Across the three samples, between 22.0-25.1 million reads (81.4-87.7%) were mapped to the genome, including 56.7-68.5% mapped to annotated genes. More than 50% of genes (2694/5279 genes) were differentially expressed (adjusted p-value <0.05) in the nitrogen starved condition with respect to the nitrogen replate condition. 925 genes were upregulated and 1117 genes downregulated by more than 2-fold. Of these, 1515 differentially expressed genes correspond to annotated proteins in the KEGG functional orthology (KO) database. The 20 nitrogen fixation (nif) genes were ranked among the 200 genes with highest calculated expression values (RPKM) in the nitrogen starved condition. Conclusions: Our study provides a detailed insight into the global gene expression profile associated with diazotrophic (nitrogen fixing) growth, revealing a dominant role for nif and other nitrogen regulatory genes in the adaptation to nitrogen stress, in addition to a large array of secondary genes indirectly associated with shifts in metabolism and growth phenotype (e.g. metabolic enzymes, gene expression machinery, transporters).

ORGANISM(S): Klebsiella oxytoca

PROVIDER: GSE164668 | GEO | 2021/07/09

REPOSITORIES: GEO

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Project description:The abundant and widespread coccolithophore Emiliania huxleyi plays an important role in mediating CO2 exchange between the ocean and the atmosphere through its impact on marine photosynthesis and calcification. Here, we use long serial analysis of gene expression (SAGE) to identify E. huxleyi genes responsive to nitrogen (N) or phosphorus (P) starvation. Long SAGE is an elegant approach for examining quantitative and comprehensive gene expression patterns without a priori knowledge of gene sequences via the detection of 21-bp nucleotide sequence tags. E. huxleyi appears to have a robust transcriptional-level response to macronutrient deficiency, with 42 tags uniquely present or up-regulated twofold or greater in the N-starved library and 128 tags uniquely present or up-regulated twofold or greater in the P-starved library. The expression patterns of several tags were validated with reverse transcriptase PCR. Roughly 48% of these differentially expressed tags could be mapped to publicly available genomic or expressed sequence tag (EST) sequence data. For example, in the P-starved library a number of the tags mapped to genes with a role in P scavenging, including a putative phosphate-repressible permease and a putative polyphosphate synthetase. In short, the long SAGE analyses have (i) identified many new differentially regulated gene sequences, (ii) assigned regulation data to EST sequences with no database homology and unknown function, and (iii) highlighted previously uncharacterized aspects of E. huxleyi N and P physiology. To this end, our long SAGE libraries provide a new public resource for gene discovery and transcriptional analysis in this biogeochemically important marine organism. Keywords: Emiliania, gene expression, nutrients, SAGE, phosphate, nitrogen Emiliania huxleyi CCMP 1516 was obtained from the Provasoli-Guillard Center for the Culture of Marine Phytoplankton, Bigelow Laboratories. Cultures were grown at 18°C on a 14 h:10 h light:dark cycle (140 µmol quanta m-2 s-1). Nitrogen and phosphate replete (Replete: 35 µM NO3- and 1.5 µM PO43-), low nitrogen (-N: 10 µM NO3-) and low phosphate (-P: 0 µM PO43-) cells were grown in f/50 medium without Si. Locally collected seawater was filtered (pore size, 0.2 µm) and autoclaved. Filter-sterilized inorganic nutrients, trace metals and vitamins (thiamin, biotin and B12) were added after autoclaving. The cells were grown in 8 L batch cultures. The growth of cultures was monitored daily by cell number counted on a hemacytometer, and by relative fluorescence using a Turner Designs AU Fluorometer. Replete cells were harvested in mid-log phase while –N and –P cells were harvested at the onset of stationary phase for SAGE analysis.

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The transcriptome of Klebsiella oxytoca M5a1 during onset of nitrogen fixation

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