In Silico Modeling: Methods and Applications to Trauma and Sepsis


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Abstract

Objectives:To familiarize clinicians with advances in computational disease modeling applied to trauma and sepsis.Data Sources:PubMed search and review of relevant medical literature.Summary:Definitions, key methods, and applications of computational modeling to trauma and sepsis are reviewed.Conclusions:Computational modeling of inflammation and organ dysfunction at the cellular, organ, whole-organism, and population levels has suggested a positive feedback cycle of inflammation → damage → inflammation that manifests via organ-specific inflammatory switching networks. This structure may manifest as multicompartment “tipping points” that drive multiple organ dysfunction. This process may be amenable to rational inflammation reprogramming.

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