Linking Plant Nutritional Status to Plant-Microbe Interactions
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{"title"=>"Linking Plant Nutritional Status to Plant-Microbe Interactions", "type"=>"journal", "authors"=>[{"first_name"=>"Lilia C.", "last_name"=>"Carvalhais", "scopus_author_id"=>"41761120100"}, {"first_name"=>"Paul G.", "last_name"=>"Dennis", "scopus_author_id"=>"24337748600"}, {"first_name"=>"Ben", "last_name"=>"Fan", "scopus_author_id"=>"36859340200"}, {"first_name"=>"Dmitri", "last_name"=>"Fedoseyenko", "scopus_author_id"=>"41761418500"}, {"first_name"=>"Kinga", "last_name"=>"Kierul", "scopus_author_id"=>"55799844600"}, {"first_name"=>"Anke", "last_name"=>"Becker", "scopus_author_id"=>"55866083200"}, {"first_name"=>"Nicolaus", "last_name"=>"von Wiren", "scopus_author_id"=>"35566928000"}, {"first_name"=>"Rainer", "last_name"=>"Borriss", "scopus_author_id"=>"7003606289"}], "year"=>2013, "source"=>"PLoS ONE", "identifiers"=>{"scopus"=>"2-s2.0-84880462362", "sgr"=>"84880462362", "issn"=>"19326203", "isbn"=>"1932-6203 (Electronic)\\r1932-6203 (Linking)", "pmid"=>"23874669", "doi"=>"10.1371/journal.pone.0068555", "pui"=>"369369125"}, "id"=>"13db3460-0d15-3ac4-82df-a7f6e33d7f76", "abstract"=>"Plants have developed a wide-range of adaptations to overcome nutrient limitation, including changes to the quantity and composition of carbon-containing compounds released by roots. Root-associated bacteria are largely influenced by these compounds which can be perceived as signals or substrates. Here, we evaluate the effect of root exudates collected from maize plants grown under nitrogen (N), phosphate (P), iron (Fe) and potassium (K) deficiencies on the transcriptome of the plant growth promoting rhizobacterium (PGPR) Bacillus amyloliquefaciens FZB42. The largest shifts in gene expression patterns were observed in cells exposed to exudates from N-, followed by P-deficient plants. Exudates from N-deprived maize triggered a general stress response in FZB42 in the exponential growth phase, which was evidenced by the suppression of numerous genes involved in protein synthesis. Exudates from P-deficient plants induced bacterial genes involved in chemotaxis and motility whilst exudates released by Fe and K deficient plants did not cause dramatic changes in the bacterial transcriptome during exponential growth phase. Global transcriptional changes in bacteria elicited by nutrient deficient maize exudates were significantly correlated with concentrations of the amino acids aspartate, valine and glutamate in root exudates suggesting that transcriptional profiling of FZB42 associated with metabolomics of N, P, Fe and K-deficient maize root exudates is a powerful approach to better understand plant-microbe interactions under conditions of nutritional stress.", "link"=>"http://www.mendeley.com/research/linking-plant-nutritional-status-plantmicrobe-interactions", "reader_count"=>147, "reader_count_by_academic_status"=>{"Unspecified"=>3, "Professor > Associate Professor"=>5, "Student > Doctoral Student"=>11, "Researcher"=>36, "Student > Ph. D. Student"=>39, "Student > Postgraduate"=>4, "Student > Master"=>25, "Other"=>6, "Student > Bachelor"=>11, "Lecturer"=>1, "Professor"=>6}, "reader_count_by_user_role"=>{"Unspecified"=>3, "Professor > Associate Professor"=>5, "Student > Doctoral Student"=>11, "Researcher"=>36, "Student > Ph. D. Student"=>39, "Student > Postgraduate"=>4, "Student > Master"=>25, "Other"=>6, "Student > Bachelor"=>11, "Lecturer"=>1, "Professor"=>6}, "reader_count_by_subject_area"=>{"Unspecified"=>9, "Environmental Science"=>14, "Biochemistry, Genetics and Molecular Biology"=>11, "Agricultural and Biological Sciences"=>108, "Physics and Astronomy"=>1, "Computer Science"=>3, "Immunology and Microbiology"=>1}, "reader_count_by_subdiscipline"=>{"Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Immunology and Microbiology"=>{"Immunology and Microbiology"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>108}, "Computer Science"=>{"Computer Science"=>3}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>11}, "Unspecified"=>{"Unspecified"=>9}, "Environmental Science"=>{"Environmental Science"=>14}}, "reader_count_by_country"=>{"Czech Republic"=>1, "Austria"=>1, "United States"=>3, "Uruguay"=>1, "Brazil"=>2, "Mexico"=>2, "Italy"=>1, "United Kingdom"=>1, "Australia"=>1, "France"=>1, "Indonesia"=>1, "India"=>1}, "group_count"=>5}

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1120295"], "description"=>"<p>‘-N’ denotes nitrogen deficiency; ‘-P’, phosphorus deficiency, ‘-Fe’, iron deficiency; ‘-K’, potassium deficiency.</p>", "links"=>[], "tags"=>["Agricultural biotechnology", "crops", "Biochemistry", "biotechnology", "Computational biology", "Molecular genetics", "gene expression", "microarrays", "developmental biology", "Plant growth and development", "genetics", "genomics", "microbiology", "Plant microbiology", "Model organisms", "Molecular cell biology", "Plant science", "Plant genetics", "Plant genomics", "differentially", "genes", "fzb42", "exponential", "transient", "phases", "nutrient-deficient", "maize", "exudates"], "article_id"=>746562, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Lilia C. Carvalhais", "Paul G. Dennis", "Ben Fan", "Dmitri Fedoseyenko", "Kinga Kierul", "Anke Becker", "Nicolaus von Wiren", "Rainer Borriss"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0068555.g001", "stats"=>{"downloads"=>1, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Number_of_differentially_expressed_genes_of_FZB42_in_exponential_OD_1_0_and_transient_OD_3_0_growth_phases_in_response_to_nutrient_deficient_maize_root_exudates_treatments_/746562", "title"=>"Number of differentially expressed genes of FZB42 in exponential (OD 1.0) and transient (OD 3.0) growth phases in response to nutrient-deficient maize root exudates treatments.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-16 03:06:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1120296"], "description"=>"<p>Only genes that have been referred in the ‘<a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0068555#s3\" target=\"_blank\">Results and Discussion</a>’ section are displayed, the full list of differentially expressed genes is shown in the <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0068555#pone.0068555.s002\" target=\"_blank\">Tables S2</a>, <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0068555#pone.0068555.s004\" target=\"_blank\">S4</a>, <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0068555#pone.0068555.s006\" target=\"_blank\">S6</a>, and <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0068555#pone.0068555.s008\" target=\"_blank\">S8</a>.</p>", "links"=>[], "tags"=>["Agricultural biotechnology", "crops", "Biochemistry", "biotechnology", "Computational biology", "Molecular genetics", "gene expression", "microarrays", "developmental biology", "Plant growth and development", "genetics", "genomics", "microbiology", "Plant microbiology", "Model organisms", "Molecular cell biology", "Plant science", "Plant genetics", "Plant genomics", "depicting", "transcript", "differentially", "genes", "fzb42", "exposed", "exudates", "maize", "cultivated", "nitrogen", "phosphate", "potassium", "deficiencies", "exponential"], "article_id"=>746563, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Lilia C. Carvalhais", "Paul G. Dennis", "Ben Fan", "Dmitri Fedoseyenko", "Kinga Kierul", "Anke Becker", "Nicolaus von Wiren", "Rainer Borriss"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0068555.g002", "stats"=>{"downloads"=>2, "page_views"=>21, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Heat_map_depicting_relative_transcript_levels_of_differentially_expressed_genes_in_FZB42_exposed_to_root_exudates_collected_from_maize_cultivated_under_nitrogen_N_phosphate_P_iron_Fe_and_potassium_K_deficiencies_in_the_exponential_growth_phase_OD_1_0_/746563", "title"=>"Heat map depicting relative transcript levels of differentially expressed genes in FZB42 exposed to root exudates collected from maize cultivated under nitrogen (N), phosphate (P), iron (Fe), and potassium (K) deficiencies in the exponential growth phase (OD 1.0).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-16 03:06:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1120298"], "description"=>"<p>Only genes that have been referred in in the ‘<a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0068555#s3\" target=\"_blank\">Results and Discussion</a>’ section are displayed, the full list of differentially expressed genes is shown in the <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0068555#pone.0068555.s002\" target=\"_blank\">Tables S2</a>, <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0068555#pone.0068555.s004\" target=\"_blank\">S4</a>, <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0068555#pone.0068555.s006\" target=\"_blank\">S6</a>, and <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0068555#pone.0068555.s008\" target=\"_blank\">S8</a>.</p>", "links"=>[], "tags"=>["Agricultural biotechnology", "crops", "Biochemistry", "biotechnology", "Computational biology", "Molecular genetics", "gene expression", "microarrays", "developmental biology", "Plant growth and development", "genetics", "genomics", "microbiology", "Plant microbiology", "Model organisms", "Molecular cell biology", "Plant science", "Plant genetics", "Plant genomics", "depicting", "transcript", "differentially", "genes", "fzb42", "exposed", "exudates", "maize", "cultivated", "nitrogen", "phosphate", "potassium", "deficiencies", "transient"], "article_id"=>746564, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Lilia C. Carvalhais", "Paul G. Dennis", "Ben Fan", "Dmitri Fedoseyenko", "Kinga Kierul", "Anke Becker", "Nicolaus von Wiren", "Rainer Borriss"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0068555.g003", "stats"=>{"downloads"=>0, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Heat_map_depicting_relative_transcript_levels_of_differentially_expressed_genes_in_FZB42_exposed_to_root_exudates_collected_from_maize_cultivated_under_nitrogen_N_phosphate_P_iron_Fe_and_potassium_K_deficiencies_in_the_transient_growth_phase_OD_3_0_/746564", "title"=>"Heat map depicting relative transcript levels of differentially expressed genes in FZB42 exposed to root exudates collected from maize cultivated under nitrogen (N), phosphate (P), iron (Fe), and potassium (K) deficiencies in the transient growth phase (OD 3.0).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-16 03:06:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1120299"], "description"=>"<p>The first two axes of the Between Group Analysis using Canonical Analysis (BGA-CA) are shown. Biological replicates corresponding to the deficiency treatments were represented by an ellipse. The ten most discriminating genes for each treatment are labeled on the corresponding coordinates which indicate their discriminative power according to the BGA. The designations for non-coding RNAs ncRNA_2 and ncRNA_6 corresponds to gene IDs FZB42_3912 and FZB42_4030, respectively.</p>", "links"=>[], "tags"=>["Agricultural biotechnology", "crops", "Biochemistry", "biotechnology", "Computational biology", "Molecular genetics", "gene expression", "microarrays", "developmental biology", "Plant growth and development", "genetics", "genomics", "microbiology", "Plant microbiology", "Model organisms", "Molecular cell biology", "Plant science", "Plant genetics", "Plant genomics", "bacterial", "transcriptional", "responses", "exudates", "nitrogen", "phosphate", "potassium", "deficiency"], "article_id"=>746565, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Lilia C. Carvalhais", "Paul G. Dennis", "Ben Fan", "Dmitri Fedoseyenko", "Kinga Kierul", "Anke Becker", "Nicolaus von Wiren", "Rainer Borriss"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0068555.g004", "stats"=>{"downloads"=>1, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Discrimination_of_bacterial_transcriptional_responses_to_root_exudates_collected_under_nitrogen_N_phosphate_P_iron_Fe_and_potassium_K_deficiency_treatments_/746565", "title"=>"Discrimination of bacterial transcriptional responses to root exudates collected under nitrogen (N), phosphate (P), iron (Fe), and potassium (K) deficiency treatments.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-16 03:06:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1120300"], "description"=>"<p>Designations of treatments on the left of the heat maps (N, P, Fe, or K) correspond to treatments which the described gene is discriminating for. The designations for non-coding RNAs ncRNA_3, ncRNA_6, and ncRNA_2 correspond to gene IDs FZB42_3984, FZB42_4030, and FZB42_3912, respectively.</p>", "links"=>[], "tags"=>["Agricultural biotechnology", "crops", "Biochemistry", "biotechnology", "Computational biology", "Molecular genetics", "gene expression", "microarrays", "developmental biology", "Plant growth and development", "genetics", "genomics", "microbiology", "Plant microbiology", "Model organisms", "Molecular cell biology", "Plant science", "Plant genetics", "Plant genomics", "transcript", "discriminating", "bacterial", "genes", "nitrogen", "phosphorus", "potassium", "deficiency", "exudate"], "article_id"=>746566, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Lilia C. Carvalhais", "Paul G. Dennis", "Ben Fan", "Dmitri Fedoseyenko", "Kinga Kierul", "Anke Becker", "Nicolaus von Wiren", "Rainer Borriss"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0068555.g005", "stats"=>{"downloads"=>0, "page_views"=>1, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Heat_map_showing_transcript_levels_of_the_most_discriminating_bacterial_genes_for_nitrogen_N_phosphorus_P_iron_Fe_and_potassium_K_deficiency_exudate_treatments_/746566", "title"=>"Heat map showing transcript levels of the most discriminating bacterial genes for nitrogen (N), phosphorus (P), iron (Fe), and potassium (K) deficiency exudate treatments.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-16 03:06:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1120301"], "description"=>"<p>Blue arrows represent significant fittings (P<0.05). Green ellipses depict biological replicates of nutritional deficiency treatments applied to maize plants from which root exudates were collected. N = Nitrogen deficiency, P = Phosphate deficiency, Fe = Iron deficiency, and K = Potassium deficiency. Three small circles located inside each ellipse represent biological replicates for each treatment. Red crosses represent gene coordinates.</p>", "links"=>[], "tags"=>["Agricultural biotechnology", "crops", "Biochemistry", "biotechnology", "Computational biology", "Molecular genetics", "gene expression", "microarrays", "developmental biology", "Plant growth and development", "genetics", "genomics", "microbiology", "Plant microbiology", "Model organisms", "Molecular cell biology", "Plant science", "Plant genetics", "Plant genomics", "bacterial", "transcript", "vector", "fitting", "exudate"], "article_id"=>746567, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Lilia C. Carvalhais", "Paul G. Dennis", "Ben Fan", "Dmitri Fedoseyenko", "Kinga Kierul", "Anke Becker", "Nicolaus von Wiren", "Rainer Borriss"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0068555.g006", "stats"=>{"downloads"=>4, "page_views"=>14, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Canonical_Analysis_CA_of_bacterial_transcript_levels_and_vector_fitting_of_the_root_exudate_metabolites_/746567", "title"=>"Canonical Analysis (CA) of bacterial transcript levels and vector fitting of the root exudate metabolites.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-16 03:06:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1120303"], "description"=>"<p>1. Repression of ribosomal proteins by N-deficient maize exudates (possibly antibiotic compounds); 2. Induction of stress-related genes by N-deficient maize exudates; 3. Repression of genes involved in bacterial motility by N-deficient maize exudates; 4. Induction of genes involved in bacterial motility by P-deficient maize exudates (most likely by sugars). 5. Repression of stress-related genes by P-deficient maize exudates; 6. Induction of an ABC transporter for bacterial siderophores by Fe-deficient maize exudates.</p>", "links"=>[], "tags"=>["Agricultural biotechnology", "crops", "Biochemistry", "biotechnology", "Computational biology", "Molecular genetics", "gene expression", "microarrays", "developmental biology", "Plant growth and development", "genetics", "genomics", "microbiology", "Plant microbiology", "Model organisms", "Molecular cell biology", "Plant science", "Plant genetics", "Plant genomics", "bacterial", "hypothesized", "functions", "altered", "fe-deficient", "maize"], "article_id"=>746568, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Lilia C. Carvalhais", "Paul G. Dennis", "Ben Fan", "Dmitri Fedoseyenko", "Kinga Kierul", "Anke Becker", "Nicolaus von Wiren", "Rainer Borriss"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0068555.g007", "stats"=>{"downloads"=>0, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Schematic_drawing_of_a_bacterial_cell_showing_the_most_prominent_hypothesized_functions_altered_by_N_P_and_Fe_deficient_maize_exudates_/746568", "title"=>"Schematic drawing of a bacterial cell showing the most prominent hypothesized functions altered by N, P, and Fe-deficient maize exudates.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-16 03:06:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1120304"], "description"=>"<p>Fold change (FC) in comparison to the control (exudate from maize plants grown without nutrient limitation) is indicated.</p>", "links"=>[], "tags"=>["Agricultural biotechnology", "crops", "Biochemistry", "biotechnology", "Computational biology", "Molecular genetics", "gene expression", "microarrays", "developmental biology", "Plant growth and development", "genetics", "genomics", "microbiology", "Plant microbiology", "Model organisms", "Molecular cell biology", "Plant science", "Plant genetics", "Plant genomics", "rna", "genes", "fzb42", "cultivated", "maize", "exudates", "extracted", "starved", "plants"], "article_id"=>746569, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Lilia C. Carvalhais", "Paul G. Dennis", "Ben Fan", "Dmitri Fedoseyenko", "Kinga Kierul", "Anke Becker", "Nicolaus von Wiren", "Rainer Borriss"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0068555.t002", "stats"=>{"downloads"=>1, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Expression_of_small_regulatory_RNA_genes_in_FZB42_cultivated_in_presence_of_maize_root_exudates_extracted_from_nutrient_starved_maize_plants_N_nitrogen_P_phosphorous_Fe_iron_K_potassium_/746569", "title"=>"Expression of small regulatory RNA genes in FZB42 cultivated in presence of maize root exudates extracted from nutrient starved maize plants (N, nitrogen; P, phosphorous, Fe, iron, K, potassium).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-07-16 03:06:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1120305"], "description"=>"<p>Root exudates from the iron deficiency treatment are represented as ‘-Fe’, phosphorus deficiency as ‘-P’, nitrogen deficiency as ‘-N’, potassium deficiency as ‘-K’.</p>*<p>FC stands for Fold-Change.</p>", "links"=>[], "tags"=>["Agricultural biotechnology", "crops", "Biochemistry", "biotechnology", "Computational biology", "Molecular genetics", "gene expression", "microarrays", "developmental biology", "Plant growth and development", "genetics", "genomics", "microbiology", "Plant microbiology", "Model organisms", "Molecular cell biology", "Plant science", "Plant genetics", "Plant genomics", "genes", "validation", "microarray", "Real-time"], "article_id"=>746570, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Lilia C. Carvalhais", "Paul G. Dennis", "Ben Fan", "Dmitri Fedoseyenko", "Kinga Kierul", "Anke Becker", "Nicolaus von Wiren", "Rainer Borriss"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0068555.t001", "stats"=>{"downloads"=>7, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_List_of_genes_selected_for_validation_of_microarray_results_by_real_time_RT_PCR_/746570", "title"=>"List of genes selected for validation of microarray results by real-time RT-PCR.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-07-16 03:06:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/1120306", "https://ndownloader.figshare.com/files/1120307", "https://ndownloader.figshare.com/files/1120308", "https://ndownloader.figshare.com/files/1120309", "https://ndownloader.figshare.com/files/1120310", "https://ndownloader.figshare.com/files/1120311", "https://ndownloader.figshare.com/files/1120312", "https://ndownloader.figshare.com/files/1120313", "https://ndownloader.figshare.com/files/1120314", "https://ndownloader.figshare.com/files/1120315"], "description"=>"<div><p>Plants have developed a wide-range of adaptations to overcome nutrient limitation, including changes to the quantity and composition of carbon-containing compounds released by roots. Root-associated bacteria are largely influenced by these compounds which can be perceived as signals or substrates. Here, we evaluate the effect of root exudates collected from maize plants grown under nitrogen (N), phosphate (P), iron (Fe) and potassium (K) deficiencies on the transcriptome of the plant growth promoting rhizobacterium (PGPR) <i>Bacillus amyloliquefaciens</i> FZB42. The largest shifts in gene expression patterns were observed in cells exposed to exudates from N-, followed by P-deficient plants. Exudates from N-deprived maize triggered a general stress response in FZB42 in the exponential growth phase, which was evidenced by the suppression of numerous genes involved in protein synthesis. Exudates from P-deficient plants induced bacterial genes involved in chemotaxis and motility whilst exudates released by Fe and K deficient plants did not cause dramatic changes in the bacterial transcriptome during exponential growth phase. Global transcriptional changes in bacteria elicited by nutrient deficient maize exudates were significantly correlated with concentrations of the amino acids aspartate, valine and glutamate in root exudates suggesting that transcriptional profiling of FZB42 associated with metabolomics of N, P, Fe and K-deficient maize root exudates is a powerful approach to better understand plant-microbe interactions under conditions of nutritional stress.</p></div>", "links"=>[], "tags"=>["Agricultural biotechnology", "crops", "Biochemistry", "biotechnology", "Computational biology", "Molecular genetics", "gene expression", "microarrays", "developmental biology", "Plant growth and development", "genetics", "genomics", "microbiology", "Plant microbiology", "Model organisms", "Molecular cell biology", "Plant science", "Plant genetics", "Plant genomics", "nutritional", "plant-microbe"], "article_id"=>746571, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Lilia C. Carvalhais", "Paul G. Dennis", "Ben Fan", "Dmitri Fedoseyenko", "Kinga Kierul", "Anke Becker", "Nicolaus von Wiren", "Rainer Borriss"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0068555.s001", "https://dx.doi.org/10.1371/journal.pone.0068555.s002", "https://dx.doi.org/10.1371/journal.pone.0068555.s003", "https://dx.doi.org/10.1371/journal.pone.0068555.s004", "https://dx.doi.org/10.1371/journal.pone.0068555.s005", "https://dx.doi.org/10.1371/journal.pone.0068555.s006", "https://dx.doi.org/10.1371/journal.pone.0068555.s007", "https://dx.doi.org/10.1371/journal.pone.0068555.s008", "https://dx.doi.org/10.1371/journal.pone.0068555.s009", "https://dx.doi.org/10.1371/journal.pone.0068555.s010"], "stats"=>{"downloads"=>11, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Linking_Plant_Nutritional_Status_to_Plant_Microbe_Interactions_/746571", "title"=>"Linking Plant Nutritional Status to Plant-Microbe Interactions", "pos_in_sequence"=>0, "defined_type"=>4, "published_date"=>"2013-07-16 03:06:58"}

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Relative Metric

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