The PIRO (predisposition, insult, response, organ dysfunction) model: toward a staging system for acute illness
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Updated: May 6, 2026

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Published on: April 18, 2011
1Departments of Surgery and Critical Care Medicine; University of Toronto; Toronto, ON Canada; The Keenan Research Centre of the Li Ka Shing Knowledge Institute; St. Michael's Hospital; University of Toronto; Toronto, ON Canada; The Interdepartmental Division of Critical Care Medicine; University of Toronto; Toronto, ON Canada.
Abstract:
Multimodal therapy for diseases like cancer has only become practicable following the development of staging systems like the TNM (tumor, nodes, metastases) system. Staging enables the identification of subgroups of patients with a disease who not only have a differing prognosis, but who are also more likely to benefit from a specific therapeutic modality. Critically ill patients represent a highly heterogeneous population for whom multiple therapeutic options are potentially available, each carrying not only the potential for differential benefit, but also the potential for differential harm. The PIRO system (predisposition, insult, response, organ dysfunction) is a template proposal for a staging system for acute illness that incorporates assessment of pre-morbid baseline susceptibility (predisposition), the specific disorder responsible for acute illness (insult), the response of the host to that insult, and the resulting degree of organ dysfunction. However the creation of a valid, robust, and clinically useful system presents significant challenges arising from the complexity of the disease state, the lack of a clear phenotype, the confounding influence of the effects of therapy and of cultural and socio-economic factors, and the relatively low profile of acute illness with clinicians and the general public. This review summarizes the rationale for such a model of illness stratification and the results of preliminary cohort studies testing the concept. It further proposes two strategies for building a staging system, recognizing that this will be a demanding undertaking that will require decades of work.
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