Relating differences in the colonisation potential of verotoxigenic Escherichia coli (VTEC) for plant hosts to wholescale genes in gene expression (2)
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ABSTRACT: Verotoxigenic Escherichia coli (VTEC) are a leading cause of food-borne illness. Fruit and vegetables are recognised as an important source of the pathogen and can account for ~ 25 % of food-borne VTEC outbreaks, globally. The ability of VTEC to colonise leaves and roots of leafy vegetables, spinach (Spinacia oleracea) and lettuce (Lactuca sativa), was compared. The highest levels of colonisation occurred in the roots and rhizosphere, whereas colonisation of the leaves was lower and significantly different between the species. Colonisation of the leaves of prickly lettuce (L. serriola), a wild relative of domesticated lettuce, was especially poor. Differential VTEC gene expression in spinach extracts was markedly different for three tissue types, with little overlap. Comparison of expression in the same tissue type, cell wall polysaccharides, for lettuce and spinach also showed substantial differences, again with virtually no overlap. The transcriptional response was largely dependent on temperatures that are relevant to plant growth, not warm-blooded animals. The data show that VTEC adaptation to plant hosts and subsequent colonisation potential is underpinned by wholescale changes in gene expression that are specific to both plant tissue type and to the species.
Project description:Verotoxigenic Escherichia coli (VTEC) are a leading cause of food-borne illness. Fruit and vegetables are recognised as an important source of the pathogen and can account for ~ 25 % of food-borne VTEC outbreaks, globally. The ability of VTEC to colonise leaves and roots of leafy vegetables, spinach (Spinacia oleracea) and lettuce (Lactuca sativa), was compared. The highest levels of colonisation occurred in the roots and rhizosphere, whereas colonisation of the leaves was lower and significantly different between the species. Colonisation of the leaves of prickly lettuce (L. serriola), a wild relative of domesticated lettuce, was especially poor. Differential VTEC gene expression in spinach extracts was markedly different for three tissue types, with little overlap. Comparison of expression in the same tissue type, cell wall polysaccharides, for lettuce and spinach also showed substantial differences, again with virtually no overlap. The transcriptional response was largely dependent on temperatures that are relevant to plant growth, not warm-blooded animals. The data show that VTEC adaptation to plant hosts and subsequent colonisation potential is underpinned by wholescale changes in gene expression that are specific to both plant tissue type and to the species.
Project description:Food-borne illness arising for Shiga-toxigenic Escherichia coli is often linked to consumption of fruit and vegetables as the bacteria have the ability to interact with plants and use them as alternative or secondary hosts. Attachment of the bacteria to host tissue is one of the first steps in the interaction, and, as with mammalian hosts, has shown to be mediated by a combination of non-specific and specific adhesin-mediated interactions. We took a high-throughput positive-selection approach to investigate adherence mechanisms for E. coli O157:H7 isolate Sakai by inoculating a BAC clone library onto spinach, which was quantified by microarray hybridisation and gene loci enrichment measured using a Bayesian hierarchical model. The screen involved four successive rounds of adherence to spinach roots, resulting in 115 CDS credible candidates, covered by seven contiguous genomic regions. Two candidates regions selected for functional assessment included a chaperone-usher fimbrial gene cluster (loc6) and the type two secretion system (T2SS). The TS22 was found to significantly enhance binding to spinach roots and leaves, demonstrated with a BAC-T2SS clone and by mutagenesis of the secretin protein, EtpD. Both etpD and the inner membrane anchor protein gene etpC were expressed at 18 degree celsius, and expression of etpD was demonstrated for STEC (Sakai) resident in the apoplastic spaces in spinach leaf tissue. Together, these data indicate a novel function for STEC T2SS in adherence to plant tissue. Experiment 2: full replicated control screen. Conditions as for Experiment 1 (E-MTAB-5923), but no spinach root present. Two BAC clones (BAC2B5 & BAC2B24) used for additional positive controls.
Project description:Food-borne illness arising for Shiga-toxigenic Escherichia coli is often linked to consumption of fruit and vegetables as the bacteria have the ability to interact with plants and use them as alternative or secondary hosts. Attachment of the bacteria to host tissue is one of the first steps in the interaction, and, as with mammalian hosts, has shown to be mediated by a combination of non-specific and specific adhesin-mediated interactions. We took a high-throughput positive-selection approach to investigate adherence mechanisms for E. coli O157:H7 isolate Sakai by inoculating a BAC clone library onto spinach, which was quantified by microarray hybridisation and gene loci enrichment measured using a Bayesian hierarchical model. The screen involved four successive rounds of adherence to spinach roots, resulting in 115 CDS credible candidates, covered by seven contiguous genomic regions. Two candidates regions selected for functional assessment included a chaperone-usher fimbrial gene cluster (loc6) and the type two secretion system (T2SS). The TS22 was found to significantly enhance binding to spinach roots and leaves, demonstrated with a BAC-T2SS clone and by mutagenesis of the secretin protein, EtpD. Both etpD and the inner membrane anchor protein gene etpC were expressed at 18 degree celsius, and expression of etpD was demonstrated for STEC (Sakai) resident in the apoplastic spaces in spinach leaf tissue. Together, these data indicate a novel function for STEC T2SS in adherence to plant tissue. Experiment 1: screening E coli O157:H7 Sakai genes for adherence to spinach roots. A BAC library of Sakai clones in an E coli DH10B background (which has poor root adherence) defined as the 'Input pool', was incubated with spinach roots for 4 rounds of enrichment, defined as the 'Output pool'. Control samples (defined as 'Input control' & 'Output control') were cultures of pV41 vector only. DNA extractions from test pools were labelled with Cy3 throughout. DH10B DNA was used for grid alignment and labelled with Cy5 throughout.
Project description:E. coli O157:H7 can use vegetables such as spinach as secondary hosts, from where they can be transmitted into the food chain. Our previous microarray analysis showed whole-scale changes in gene expression of E. coli driven in a large part in response to plant metabolites. The aim of this work was to expand beyond the inherent limitations of microarray analysis, taking an RNA-seq approach to analyse the same samples.
Project description:Lettuce is one of most consumed vegetables globally. This crop is susceptible to abiotic stresses. To understand the molecular mechanisms of stress response in lettuce, global transcriptome analysis was conducted. This analysis revealed distinctive temporal expression patterns among the stress-regulated genes in lettuce plants exposed to abiotic stresses
Project description:Leaf size and flatness directly affect photosynthesis and are closely related to agricultural yield. The final leaf size and shape are coordinately determined by cell proliferation, differentiation, and expansion during leaf development. Lettuce (Lactuca sativa L.) is one of the most important leafy vegetables worldwide, and lettuce leaves vary in shape and size. However, the molecular mechanisms of leaf development in lettuce are largely unknown. In this study, we showed that the lettuce APETALA2 (LsAP2) gene regulates leaf morphology. LsAP2 encodes a transcriptional repressor that contains the conserved EAR motif, which mediates interactions with the TOPLESS/TOPLESS-RELATED (TPL/TPR) corepressors. Overexpression of LsAP2 led to small and crinkly leaves, and many bulges were seen on the surface of the leaf blade. LsAP2 physically interacted with the CINCINNATA (CIN)-like TEOSINTE BRANCHED1/CYCLOIDEA/PROLIFERATING CELL FACTOR (TCP) transcription factors and inhibited their transcriptional activation activity. RNA sequencing analysis showed that LsAP2 affected the expression of auxin- and polarity-related genes. In addition, LsAP2 directly repressed the abaxial identity gene KANADI2 (LsKAN2). Together, these results indicate that LsAP2 regulates leaf morphology by inhibiting CIN-like TCP transcription factors and repressing LsKAN2, and our work provides insights into the regulatory mechanisms of leaf development in lettuce.
Project description:Plant-based diets could be a key source of microRNAs in animals. Plant microRNAs are cross-kingdom gene expression regulators that could modulate mammalian gene expression, influencing their physiology. Therefore, it is important to identify the microRNA expression profile of plant foods in order to identify potential target genes and biological functions in the mammalian host. Next-generation sequencing was applied to identify microRNAs in RNA samples derived from nuts (walnut and almond), vegetables (spinach) and fruits (orange, apple, olive, pear, and tomato). Our data revealed that edible plant contain a large number and diverse type of microRNAs.
Project description:Chitin soil amendment is known to improve soil quality, plant growth and plant stress resilience, but the underlying mechanisms are not well understood. In this study, we monitored chitin’s effect on lettuce physiology every two weeks through an eight-week growth period, analyzed the early transcriptional reprogramming and related metabolomic changes of lettuce, in response to crab chitin treatment in peat-based potting soil. In commercial growth conditions, chitin amendment still promoted lettuce growth, increased chlorophyll content, the number of leaves and crop head weight from week six. The flavonoid content in lettuce leaves was altered as well, showing an increase at week two but a decrease from week six. Transcriptomic analysis showed that over 300 genes in lettuce root were significant differentially expressed after chitin soil treatment. Gene Ontology-term (GO) enrichment analysis revealed statistical overrepresentation of GO terms linked to photosynthesis, pigment metabolic process and phenylpropanoid metabolic process. Further analysis of the differentially expressed genes (DEGs) showed that the flavonoid pathway is mostly upregulated whereas the bifurcation of upstream phenylpropanoid pathway towards lignin biosynthesis is mostly downregulated. Metabolomic analysis revealed the upregulation of salicylic acid, chlorogenic acid, ferulic acid, and p-coumaric acid in chitin treated lettuce seedlings. These phenolic compounds mainly influence the phenylpropanoid biosynthesis pathway and may play important roles in plant defense reactions. Our results suggest that chitin soil amendments might activate induced resistance by priming lettuce plants and promote lettuce growth via transcriptional changes.
Project description:Raw RNAseq data of hydroponically grown crops (cai xin, lettuce, and spinach) subjected under 31 different conditions. Comparative analysis of gene expression across species and stress conditions were carried out.
Project description:Whole genome microarray data were analyzed to describe the changes in gene transcription profile in human Caco-2 cancer cells under the influence of the extract from iodine-biofortified and non-fortified carrot and lettuce. These iodine-biofortified vegetables can be used as a functional food. Four-condition experiment: iodine-biofortified carrot, non-fortified carrot, iodine-biofortified lettuce, non-fortified lettuce vs. Caco-2 colorectal adenocarcinoma cell line. Three biological replicates and three technical replicates.