Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

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Streptococcus sanguinis gene expression at late-log growth phase

ABSTRACT: We found that many of the genes for which mutants could not be obtained using promoterless aphA-3 gene replacement were annotated as acquired via horizontal gene transfer or as encoding hypothetical proteins. We were curious about the explanation of this finding. The expression of these genes was therefore examined by microarray analysis. The microarray data showed many had undetectable expression. This led us to suspect that many of the unrecoverable mutants might have resulted from insufficient expression of the promoterless aphA-3 gene. S. sanguinis cultures at late log growth phase at 37 oC under microaerobic condition were used for microarray analysis. RNA from each of three independent samples was isolated by RNeasy mini kit (Qiagen, Valencia, CA). Spotted microarray slides were obtained from the Pathogen Functional Genomics Resource Center at JCVI. Each gene had four repeats in one spotted microarray slides. The microarray was performed according to the manufacturerM-bM-^@M-^Ys protocol. Each sample was divided into two parts and labeled by Cy5 and Cy3 dyes respectively for microarray. The microarray data were analyzed by programs TIGR Spotfinder and Midas to obtain the ratio of one dye to another dye for gene relative expression. Additionally, the ratio of dye intensity to background in a microarray slide was obtained after Spotfinder analysis. Absolute expression of each gene was represented by the average ratio of dye intensity to background for each slide.

ORGANISM(S): Streptococcus sanguinis

SUBMITTER: Xiuchun Ge

PROVIDER: E-GEOD-25340 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Project description:Streptococcus gordonii, an important primary colonizer of dental plaque biofilm, specifically binds to salivary amylase via the surface-associated amylase-binding protein A (AbpA). We hypothesized that amylase binding to S. gordonii modulates expression of chromosomal genes, which could influence bacterial survival and persistence in the oral cavity. Gene expression profiling by microarray analysis was performed to detect differentially expressed genes in S. gordonii strain CH1 in response to the binding of purified human salivary amylase as compared to exposure to heat-denatured amylase. Selected genes found to be differentially expressed were validated by qRT-PCR. Five genes from the fatty acid synthesis (FAS) cluster were highly (10-35 fold) up-regulated in amylase treated S. gordonii CH1 cells compared to the denatured-amylase treated cells. An abpA-deficient strain of S. gordonii exposed to amylase did not show a similar response in FAS gene expression as observed in the parental strain. Predicted phenotypic effects of amylase binding to S. gordonii strain CH1 associated with increased expression of FAS genes leading to changes in fatty acid synthesis were noted, as evidenced by increased bacterial growth, survival at low pH, and resistance to triclosan. These changes were not observed in the amylase exposed abpA-deficient strain, suggesting for the role of AbpA in amylase-induced phenotype. These results provide evidence that the binding of salivary amylase elicits a differential gene response in S. gordonii, resulting in a phenotype adjustment that is potentially advantageous for bacterial survival in the oral environment. In order to identify amylase-regulated genes, S. gordonii CH1 was grown statically in 40 ml CDM at 37°C in a candle jar to mid-log phase corresponding to an optical density at 600 nm of 0.5 to 0.6.The mid-log phase bacterial culture was divided into two aliquots of equal volume. Bacterial cells from all aliquots were pelleted by centrifugation at 6,000 x g in a Sorvall RC6 centrifuge at 20°C, and washed once with simulated salivary buffer preconditioned to 37°C. Simulated salivary buffer containing 0.4 mg/ml purified, non-glycosylated salivary amylase (native amylase) and preconditioned to 37°C was added to the cells of the fist aliquot; to the cells of the second aliquot simulated salivary buffer containing 0.4 mg/ml of the same salivary amylase denatured by heating to 100°C {Heinen, 1976} and cooled to 37°C was added, as a negative control. Each aliquot, amylase treated and control, was incubated statically for 15 min at 37°C in a candle jar. Total RNA was immediately isolated by the hot acid phenol method as described previously {Vickerman, 2007}, followed by treatment with TurboDNase (Applied Biosystems/Ambion, Austin, TX) according to manufacturer’s protocol. Remaining contaminants were removed using the RNeasy minikit column (Qiagen, Valencia, CA) with the cleanup protocol. Total RNA was quantified using the Nanodrop 2000 spectrophotometer and RNA integrity determined by agarose gel electrophoresis. Total RNA was used immediately for cDNA synthesis. The Cy dye-labeled cDNA from the amylase-treated aliquot of the culture was mixed with Cy dye-labeled cDNA from the denatured amylase-treated control aliquot, and used to probe the S. gordonii microarray slides. Each amylase-exposure experiment was repeated from four biological replicates. To confirm microarray results the cDNA from each strain was labeled with the opposite Cy dye and hybridized to similar arrays for the flip-dye comparison. Overall design 4 samples were analyzed. The quality controls were 4 biological replicates and dye-swap technical replicates for each biological replicate.

Project description:The model prokaryote Escherichia coli can exist as a either a commensal or a pathogen in the gut of diverse mammalian hosts. These associations, coupled with its ease of cultivation and genetic variability, have made E. coli a popular indicator organism for tracking the origin of fecal water contamination. Source tracking accuracy is predicated on the assumption that E. coli isolates recovered from contaminated water present a genetic signature characteristic of the host from which they originated. In this study, we compared the accuracy with which E. coli isolated from humans, bear, cattle and deer could be identified by standard fingerprinting methods used for library-based microbial source tracking (repetitive element PCR and pulsed-field gel electrophoresis) in relation to microarray-based analysis of genome content. Our results show that patterns of gene presence or absence were more useful for distinguishing E. coli isolates from different sources than traditional fingerprinting methods, particularly in the case of human strains. Host-associated differences in genome composition included the presence or absence of mobile IS1 elements as well as genes encoding the ferric dicitrate iron transporter (fec), E. coli common pilus (ECP), type 1 fimbriae and the CRISPR associated cas proteins. Many of these differences occurred in regions of the E. coli chromosome previously shown to be M-bM-^@M-^\hot spotsM-bM-^@M-^] for the integration of horizontally-acquired DNA. PCR primers designed to amplify the IS1 and fec loci confirmed array results and demonstrated the ease with which gene presence/absence data can be converted into a diagnostic assay. The data presented here suggest that, despite the high level of genetic diversity observed among isolates by PFGE, human-derived strains may constitute a distinct ecotype distinguished by multiple potential library-independent source tracking markers. Twelve isolates of E. coli ( 3 from bear, 3 from cattle, 3 from deer and 3 from humans) were isolated from feces and/or raw sewage. Genome content for each strain was assessed in duplicate using comparative genome hybridization with E. coli K12 MG1655 as the reference for a total of 24 arrays.

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Streptococcus sanguinis gene expression at late-log growth phase

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