Transcriptional responses of host peripheral blood cells to tuberculosis infection
Contribuinte(s) |
UNIVERSIDADE DE SÃO PAULO |
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Data(s) |
19/10/2012
19/10/2012
2011
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Resumo |
Host responses following exposure to Mycobacterium tuberculosis (TB) are complex and can significantly affect clinical outcome. These responses, which are largely mediated by complex immune mechanisms involving peripheral blood cells (PBCs) such as T-lymphocytes, NK cells and monocyte-derived macrophages, have not been fully characterized. We hypothesize that different clinical outcome following TB exposure will be uniquely reflected in host gene expression profiles, and expression profiling of PBCs can be used to discriminate between different TB infectious outcomes. In this study, microarray analysis was performed on PBCs from three TB groups (BCG-vaccinated, latent TB infection, and active TB infection) and a control healthy group. Supervised learning algorithms were used to identify signature genomic responses that differentiate among group samples. Gene Set Enrichment Analysis was used to determine sets of genes that were co-regulated. Multivariate permutation analysis (p < 0.01) gave 645 genes differentially expressed among the four groups, with both distinct and common patterns of gene expression observed for each group. A 127-probeset, representing 77 known genes, capable of accurately classifying samples into their respective groups was identified. In addition, 13 insulin-sensitive genes were found to be differentially regulated in all three TB infected groups, underscoring the functional association between insulin signaling pathway and TB infection. Published by Elsevier Ltd. Center for Disease Control and Prevention (CDC) Small Business Innovative Research (SBIR)[200-2006-M-19004] Center for Disease Control and Prevention (CDC) Small Business Innovative Research (SBIR)[200-2008-27867] |
Identificador |
TUBERCULOSIS, v.91, n.5, Special Issue, p.390-399, 2011 1472-9792 http://producao.usp.br/handle/BDPI/19826 10.1016/j.tube.2011.07.002 |
Idioma(s) |
eng |
Publicador |
CHURCHILL LIVINGSTONE |
Relação |
Tuberculosis |
Direitos |
restrictedAccess Copyright CHURCHILL LIVINGSTONE |
Palavras-Chave | #Tuberculosis #Microarray analysis #Genes #Peripheral blood cells #Insulin signaling #GENE-EXPRESSION PROFILES #ANGELMAN SYNDROME #E6 ONCOPROTEIN #PROTEIN #MYCOBACTERIA #IMMUNITY #CYTOKINE #SUSCEPTIBILITY #MACROPHAGES #VACCINATION #Immunology #Microbiology #Respiratory System |
Tipo |
article original article publishedVersion |