Identifying the Phenotypes of Sepsis that will Benefit from Red Blood Cell Transfusion Using Unsupervised Cluster Analysis

Utilizing unsupervised cluster analysis, we identified three phenotypes of septic patients with moderate non-bleeding anemia who had different responses to RBC transfusion. In the future, randomized controlled trials about prognostic outcomes of RBC transfusions can focus on the specific phenotype of sepsis.