Gene expression patterns in blood leukocytes discriminate patients with acute infections
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE6269 | GEO | 2007/03/16
SECONDARY ACCESSION(S): PRJNA100555
REPOSITORIES: GEO
Similar Datasets
Project description:Each infectious agent represents a unique combination of pathogen-associated molecular patterns that interact with specific pattern-recognition receptors expressed on immune cells. Therefore, we surmised that the blood immune cells of individuals with different infections might bear discriminative transcriptional signatures. Gene expression profiles were obtained for 131 peripheral blood samples from pediatric patients with acute infections caused by influenza A virus, Gram-negative (Escherichia coli) or Gram-positive (Staphylococcus aureus and Streptococcus pneumoniae) bacteria. Thirty-five genes were identified that best discriminate patients with influenza A virus infection from patients with either E coli or S pneumoniae infection. These genes classified with 95% accuracy (35 of 37 samples) an independent set of patients with either influenza A, E coli, or S pneumoniae infection. A different signature discriminated patients with E coli versus S aureus infections with 85% accuracy (34 of 40). Furthermore, distinctive gene expression patterns were observed in patients presenting with respiratory infections of different etiologies. Thus, microarray analyses of patient peripheral blood leukocytes might assist in the differential diagnosis of infectious diseases. Experiment Overall Design: Entire study included 144 samples. Only 143 are included in this series because the CHP/CEL file was not available for sample PBMC_Healthy_INF295.
2009-03-13 | E-GEOD-6269 | biostudies-arrayexpress
Project description:Current therapeutic strategies against bacterial infections focus on reduction of pathogen load using antibiotics; however, stimulation of host tolerance to infection in the presence of pathogens might offer an alternative approach. We used computational transcriptomics and Xenopus laevis embryos to discover infection response pathways, identify potential tolerance inducer drugs, and validate their ability to induce broad tolerance. Xenopus exhibits natural tolerance to Acinetobacter baumanii, Klebsiella pneumoniae, Staphylococcus aureus, and Streptococcus pneumoniae bacteria, whereas Aeromonas hydrophila and Pseudomonas aeruginosa produce lethal infections. Transcriptional profiling led to definition of a 20-gene signature that discriminates between tolerant and susceptible states, as well as identification of a more active tolerance response to gram negative compared to gram positive bacteria. Gene pathways associated with active tolerance in Xenopus, including some involved in metal ion binding and hypoxia, were found to be conserved across species, including mammals, and administration of a metal chelator (deferoxamine) or a HIF-1 agonist (1,4-DPCA) in embryos infected with lethal A. hydrophila increased survival despite high pathogen load. These data demonstrate the value of combining the Xenopus embryo infection model with computational multi-omics analyses for mechanistic discovery and drug repurposing to induce host tolerance to bacterial infections.
2022-06-16 | GSE196424 | GEO
Project description:Current therapeutic strategies against bacterial infections focus on reduction of pathogen load using antibiotics; however, stimulation of host tolerance to infection in the presence of pathogens might offer an alternative approach. We used computational transcriptomics and Xenopus laevis embryos to discover infection response pathways, identify potential tolerance inducer drugs, and validate their ability to induce broad tolerance. Xenopus exhibits natural tolerance to Acinetobacter baumanii, Klebsiella pneumoniae, Staphylococcus aureus, and Streptococcus pneumoniae bacteria, whereas Aeromonas hydrophila and Pseudomonas aeruginosa produce lethal infections. Transcriptional profiling led to definition of a 20-gene signature that discriminates between tolerant and susceptible states, as well as identification of a more active tolerance response to gram negative compared to gram positive bacteria. Gene pathways associated with active tolerance in Xenopus, including some involved in metal ion binding and hypoxia, were found to be conserved across species, including mammals, and administration of a metal chelator (deferoxamine) or a HIF-1 agonist (1,4-DPCA) in embryos infected with lethal A. hydrophila increased survival despite high pathogen load. These data demonstrate the value of combining the Xenopus embryo infection model with computational multi-omics analyses for mechanistic discovery and drug repurposing to induce host tolerance to bacterial infections.
2022-06-16 | GSE196422 | GEO
Project description:Peumonia is the most common cause of death due to infectious diseases in the western hemisphere. The molecular events associated with pulmonary infections caused by Streptococcus pneumoniae and Influenza A virus are incompletely understood. Pathophysiological and protective processes are initiated by immune receptors specifically recognizing pathogenic structures serving to elicit a qualitatively and quantitatively adequate immune response. To provide a molecular framework towards a better understanding of the processes relevant in severe infectious pneumonia we performed a transcriptome analysis of lungs from mice infected with S. pneumoniae or Influenza A virus. Overall, we detected 1300 genes that exhibit significant differential expression after infection with either pathogen. Of those were approximately 36 % specific for pneumococcal and 30 % specific for the viral infection, yielding pathogen-specific as well as common inflammatory transcriptional signatures. Characteristically, these results resolve not only a differential response on the cytokine and chemokine level, although common induction of type I and type II interferons, TNFa, and IL-6 underlies both infections, but emphasize the potentially important role exerted by many genes implicated in the regulation and fine tuning of the inflammatory response. Furthermore, we noted a specific decrease in B cells after S. pneumoniae infection, which is not solely confined to the lung. Massive induction of apoptosis in pulmonary B cells could reflect a pneumococcal virulence strategy aiming against the lymphocyte population that is of utmost importance for the defence against capsulated bacteria. The pathophysiological consequences of Influenza A virus infection become obvious through differential induction of genes implicated in tissue regeneration and proliferation associated with detection of the emerging protective T cell response. These results may provide new insights into the pathogenesis and protective mechanisms important for the development of improved diagnostic and therapeutic strategies. Keywords: pathogen comparison, time course
2006-07-12 | GSE5289 | GEO
Project description:To elucidate key pathways in the host transcriptome of patients infected with SARS-CoV-2, we used RNA sequencing (RNA Seq) to analyze nasopharyngeal (NP) swab and whole blood (WB) samples from 333 COVID-19 patients and controls, including patients with other viral and bacterial infections. Analyses of differentially expressed genes (DEGs) and pathways was performed relative to other infections (e.g. influenza, other seasonal coronaviruses, bacterial sepsis) in both NP swabs and WB. Comparative COVID-19 host responses between NP swabs and WB were examined. Both hospitalized patients and outpatients exhibited upregulation of interferon-associated pathways, although heightened and more robust inflammatory and immune responses were observed in hospitalized patients with more clinically severe disease. A two-layer machine learning-based classifier, run on an independent test set of NP swab samples, was able to discriminate between COVID-19 and non-COVID-19 infectious or non-infectious acute respiratory illness using complete (>1,000 genes), medium (<100) and small (<20) gene biomarker panels with 85.1%-86.5% accuracy, respectively. These findings demonstrate that SARS-CoV-2 infection has a distinct biosignature that differs between NP swabs and WB and can be leveraged for differential diagnosis of COVID-19 disease.
2020-12-15 | GSE163151 | GEO
Project description:We profiled the expression of circulating microRNAs (miRNAs) in mice exposed to gram-positive and gram-negative bacteria using Illumina small RNA deep sequencing. Recombinant-specific gram-negative pathogen Escherichia coli (Xen14) and gram-positive pathogen Staphylococcus aureus (Xen29) were used to induce bacterial infection in mice at a concentration of 1 × 108 bacteria/100 μL of phosphate buffered saline (PBS). Small RNA libraries generated from the serum of mice after exposure to PBS, Xen14, Xen29, and Xen14+Xen29 via the routes of subcutaneous injection (I), cut wound (C), or under grafted skin (S) were analyzed using an Illumina HiSeq2000 Sequencer. Following exposure to gram-negative bacteria alone, no differentially expressed miRNA was found in the injection, cut, or skin graft models. Exposure to mixed bacteria induced a similar expression pattern of the circulating miRNAs to that induced by gram-positive bacterial infection. Upon gram-positive bacterial infection, 9 miRNAs (mir-193b-3p, mir-133a-1-3p, mir-133a-2-3p, mir-133a-1-5p, mir-133b-3p, mir-434-3p, mir-127-3p, mir-676-3p, mir-215-5p) showed upregulation greater than 4-fold with a p-value < 0.01. Among them, mir-193b-3p, mir-133a-1-3p, and mir-133a-2-3p presented the most common miRNA targets expressed in the mice exposed to gram-positive bacterial infection. Male C57BL/6 mice (age, 10–12 weeks; weight, 30–35 g) were purchased from BioLasco (Yi-Lan, Taiwan). The mice were anesthetized by intraperitoneal injection of an anesthetic cocktail consisting of 0.1 mg/g ketamine and 0.01 mg/g xylazine. The anesthetized mice were restrained in a supine position on a heated pad to maintain body temperature at 37°C. Recombinant-specific gram-negative pathogen Escherichia coli (Xen14) and gram-positive pathogen Staphylococcus aureus (Xen29) purchased from Caliper (Caliper, USA) were used to induce bacterial infection in the mice at a concentration of 1 × 108 bacteria/100 μL of phosphate buffered saline (PBS). To create mixed gram-negative and gram-positive bacterial infection, 1 × 108 Xen14 bacteria and 1 × 108 Xen29 bacteria/100 μL of PBS were used for wound contamination. Three animal models were used to create bacterial infection routes: subcutaneous injection (hereafter referred to as (I)), cut wound (hereafter referred to as (C)), and skin grafting (hereafter referred to as (S)). In the (I) model, E. coli and/or S. aureus suspensions were injected subcutaneously into the backs of the mice using an Fr. 25 needle. In the (C) model, a 1 cm incision wound was created in the midline of the back, smeared with E. coli and/or S. aureus suspension, and the wound was closed directly with a 4-0 nylon suture. In the (S) model, a 1×1 cm rectangular full- thickness skin graft was lifted from the backs of the mice, E. coli and/or S. aureus suspensions were spread over the wound bed, and the skin graft was reattached and closed with a 4-0 nylon suture. An additional group of animals in each of these three models was inoculated with PBS to serve as a negative control. Small RNA libraries generated from the serum of mice after exposure to PBS, Xen14, Xen29, and Xen14+Xen29 via the routes of subcutaneous injection (I), cut wound (C), or under grafted skin (S) were analyzed using an Illumina HiSeq2000 Sequencer.
2014-08-19 | E-GEOD-60492 | biostudies-arrayexpress
Project description:The balance between tissue integrity and efficient immune response is critical for host survival. Here we investigate the role of extra cellular matrix (ECM)-remodeling events in the lung during influenza infection. Using an unbiased genomic and proteomic approach we follow the dynamics of gene and ECM responses in an influenza-infected mouse model, integrated with whole tissue as well as ECM imaging and functional assays. Our study identifies membrane type 1 matrix metalloproteinase (MT1-MMP) as a major host-regulated ECM remodeling collagenase in influenza infection. We show that inhibition of MT1-MMP-driven proteolytic activity protected tissue structural and compositional features. We demonstrate that available influenza treatment (Oseltamivir) is ineffective in preventing the lung ECM damage and is therefore less effective than anti-MT1-MMP treatment in influenza and Streptococcus pneumoniae co-infections. Importantly, the combination between the two treatments resulted in 100% survival. This study highlights the importance of ECM protection for survival during infectious diseases, and paves the way for combined host-pathogen theraphy to fight emerging pathogens.
2019-11-19 | PXD004871 | Pride
Project description:Staphylococcus aureus is a Gram-positive bacteria frequently isolated from patients with bloodstream infections. Endothelial cells (ECs) play an important role in host cell defence against bacteria, and recent reports have shown that infection of ECs with S. aureus induces a wide range of cytokines and cell surface receptors involved in activating the innate immune response (). The ability of S. aureus to invade nonphagocytic cells, including ECs, has been documented (), however, the knowledge of ECs role in pathogenesis of S. aureus infection is still limited. <br> In this study, we investigate the gene expression program initiated in human ECs by internalized S. aureus, using microarray analysis. We found 156 genes differentially regulated at least threefold, using arrays representing 14 239 genes. The main part of the upregulated genes code for cytokines, cell adhesion molecules, molecules involved in antigen presentation, cell signaling or cell metabolism. A variety of cytokines and chemokines seem to play an important role in S. aureus infection. Despite an apparent inflammatory response, internalized bacteria survived without inducing EC death.<br>
2005-10-31 | E-MEXP-226 | biostudies-arrayexpress
Project description:To explore the circulating miRNA expression after subcutaneous injection of Gram negative and positive bacteria in the mice The recombinant specific Gram negative pathogens Escherichia coli (xen14) and Gram positive pathogens Staphyllococcus aureus (xen29) were purchased from the Caliper (Caliper, Princeton, NJ, USA). 1M-CM-^W108 Escherichia coli or Staphyllococcus aureus pathogen in 100 M-NM-<l PBS was injected subcutaneously with Fr. 25 needle into the back of the mice to cause bacterial infection of the mice. An extra group of animals was inoculated with PBS to serve as a negative control. The mice had access to food and water ad libitum both before and after bacteria injection. The mice were killed at the indicated time points (4, 8, and 24 h) after the bacteria injection, and whole blood was drawn.
2014-01-01 | E-GEOD-49189 | biostudies-arrayexpress
Project description:The balance between protecting tissue integrity and efficient immune response is critical for host survival. Here we investigate the role of extracellular matrix (ECM) proteolysis in achieving this balance in the lung during influenza virus infection using a combined genomic and proteomic approach. We followed the transcriptional dynamics and ECM- related responses in a mouse model of influenza virus infection, integrated with whole tissue imaging and functional assays. Our study identifies MT1-MMP as a prominent host-ECM-remodeling collagenase in influenza virus infection. We show that selective inhibition of MT1-MMP-driven ECM proteolysis protects the tissue from infection-related structural and compositional damage. Inhibition of MT1-MMP did not significantly alter the immune response or cytokine expression, indicating its dominant role in ECM remodeling. We demonstrate that the available treatment for influenza virus (Tamiflu/ Oseltamivir) does not prevent lung ECM damage and is less effective than anti-MT1-MMP treatment in influenza virus and Streptococcus pneumoniae coinfection paradigms. Importantly, combination therapy of Tamiflu with anti-MT1-MMP shows a strong synergistic effect and results in complete recovery in mice. This study highlights the importance of tissue tolerance agents for surviving infectious diseases, and the potential of such host-pathogen therapy combination for respiratory infections.
2017-01-01 | GSE85597 | GEO