4.6 Article

Gene Expression Analysis to Assess the Relevance of Rodent Models to Human Lung Injury

出版社

AMER THORACIC SOC
DOI: 10.1165/rcmb.2016-0395OC

关键词

acute respiratory distress syndrome; acute lung injury; gene expression; animal model; human

资金

  1. Stanford Child Health Research Institute Young Investigator Award through Institute for Immunity, Transplantation and Infection
  2. Society for University Surgeons Resident Research Award
  3. National Heart, Lung, and Blood Institute [K23 HL125663]
  4. National Institute of Allergy and Infectious Diseases [1U19AI109662, U19AI057229, U54I117925, U01AI089859]

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The relevance of animal models to human diseases is an area of intense scientific debate. The degree to which mouse models of lung injury recapitulate human lung injury has never been assessed. Integrating data from both human and animal expression studies allows for increased statistical power and identification of conserved differential gene expression across organisms and conditions. We sought comprehensive integration of gene expression data in experimental acute lung injury (ALI) in rodents compared with humans. We performed two separate gene expression multicohort analyses to determine differential gene expression in experimental animal and human lung injury. We used correlational and pathway analyses combined with external in vitro gene expression data to identify both potential drivers of underlying inflammation and therapeutic drug candidates. We identified 21 animal lung tissue datasets and three human lung injury bronchoalveolar lavage datasets. We show that the metasignatures of animal and human experimental ALI are significantly correlated despite these widely varying experimental conditions. The gene expression changes among mice and rats across diverse injury models (ozone, ventilator-induced lung injury, LPS) are significantly correlated with human models of lung injury (Pearson r = 0.33-0.45, P < 1E(-16)). Neutrophil signatures are enriched in both animal and human lung injury. Predicted therapeutic targets, peptide ligand signatures, and pathway analyses are also all highly overlapping. Gene expression changes are similar in animal and human experimental ALI, and provide several physiologic and therapeutic insights to the disease.

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