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BMJ Open Respir Res ; 11(1)2024 Aug 03.
Artigo em Inglês | MEDLINE | ID: mdl-39097412

RESUMO

BACKGROUND: Pneumonia due to typical bacterial, atypical bacterial and viral pathogens can be difficult to clinically differentiate. Host response-based diagnostics are emerging as a complementary diagnostic strategy to pathogen detection. METHODS: We used murine models of typical bacterial, atypical bacterial and viral pneumonia to develop diagnostic signatures and understand the host's response to these types of infections. Mice were intranasally inoculated with Streptococcus pneumoniae, Mycoplasma pneumoniae, influenza or saline as a control. Peripheral blood gene expression analysis was performed at multiple time points. Differentially expressed genes were used to perform gene set enrichment analysis and generate diagnostic signatures. These murine-derived signatures were externally validated in silico using human gene expression data. The response to S. pneumoniae was the most rapid and robust. RESULTS: Mice infected with M. pneumoniae had a delayed response more similar to influenza-infected animals. Diagnostic signatures for the three types of infection had 0.94-1.00 area under the receiver operator curve (auROC). Validation in five human gene expression datasets revealed auROC of 0.82-0.96. DISCUSSION: This study identified discrete host responses to typical bacterial, atypical bacterial and viral aetiologies of pneumonia in mice. These signatures validated well in humans, highlighting the conserved nature of the host response to these pathogen classes.


Assuntos
Modelos Animais de Doenças , Mycoplasma pneumoniae , Pneumonia por Mycoplasma , Streptococcus pneumoniae , Animais , Humanos , Camundongos , Streptococcus pneumoniae/genética , Streptococcus pneumoniae/isolamento & purificação , Pneumonia por Mycoplasma/diagnóstico , Mycoplasma pneumoniae/genética , Mycoplasma pneumoniae/isolamento & purificação , Feminino , Pneumonia Pneumocócica/microbiologia , Infecções por Orthomyxoviridae/imunologia , Curva ROC , Perfilação da Expressão Gênica , Pneumonia Viral/diagnóstico , Pneumonia Viral/imunologia , Camundongos Endogâmicos C57BL , Pneumonia Bacteriana/microbiologia , Pneumonia Bacteriana/diagnóstico , Interações Hospedeiro-Patógeno
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